Deep Learning Publication Navigator - subtopic: classification


Year TitleAuthor
2017   Performance Comparison of Two Types of Auditory Perceptual Features in Robust Underwater Target Classification  L Yang, K Chen
2017   Make Your Bone Great Again: A study on Osteoporosis Classification  R Paul, S Alahamri, S Malla, GJ Quadri
2017   Performance evaluation of deep feature learning for RGB-D image/video classification  L Shao, Z Cai, L Liu, K Lu
2017   Visual Classification of Furniture Styles  Z Hu, Y Wen, L Liu, J Jiang, R Hong, M Wang, S Yan
2017   Deep learning based threat classification in distributed acoustic sensing systems  M Aktas, T Akgun, MU Demircin, D Buyukaydin
2017   Audio Event Classification using Deep Learning in an End-to-End Approach  JLD Antich
2017   Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification  RF Berriel, AT Lopes, AF de Souza, T Oliveira
2017   A deep learning based approach for classification of CerbB2 tumor cells in breast cancer  GA Tataroğlu, A Genç, KA Kabakçı, A Çapar
2017   Classification of Medical Images and Illustrations in the Biomedical Literature Using Synergic Deep Learning  J Zhang, Y Xia, Q Wu, Y Xie
2017   Metric-Promoted Siamese Network for Gender Classification  Y Huang, S Liu, J Hu, W Deng
2017   The Viability of Cluster Based Repre-sentations for Classification of OTC Deriva-tive Populations  M NORDBERG
2017   Discriminative Robust Deep Dictionary Learning for Hyperspectral Image Classification  V Singhal, HK Aggarwal, S Tariyal, A Majumdar
2017   Multi channel brain EEG signals based emotional arousal classification with unsupervised feature learning using autoencoders  D Ayata, Y Yaslan, M Kamasak
2017   Audio Bird Classification with Inception-v4 extended with Time and Time-Frequency Attention Mechanisms  A Sevilla, H Glotin
2017   Why Do Deep Neural Networks Still Not Recognize These Images?: A Qualitative Analysis on Failure Cases of ImageNet Classification  HS Lee, AA Agarwal, J Kim
2017   Training Deep Convolutional Neural Networks with Active Learning for Exudate Classification in Eye Fundus Images  H Müller
2017   Deep Packet: A Novel Approach For Encrypted Traffic Classification Using Deep Learning  M Lotfollahi, R Shirali, MJ Siavoshani, M Saberian
2017   Cross-subject classification of mental fatigue by neurophysiological signals and ensemble deep belief networks  Y Zhong, Z Jianhua
2017   Superpixel-based 3D Deep Neural Networks for Hyperspectral Image Classification  C Shi, CM Pun
2017   Continuous robust sound event classification using time-frequency features and deep learning  I McLoughlin, H Zhang, Z Xie, Y Song, W Xiao, H Phan
2017   Neural Network Based Deep Learning And Ensemble Techniques For Data Classification  KGN Kumar, T Christopher
2017   Exploring deep learning as an event classification method for the Cherenkov Telescope Array  D Nieto, A Brill, B Kim, TB Humensky
2017   Spacecraft Electrical Signal Classification Method of Reliability Test Based on Random Forest  K Li, R Ran, S Song, J Wang, L Wang
2017   Multi-National Banknote Classification Based on Visible-light Line Sensor and Convolutional Neural Network  TD Pham, DE Lee, KR Park
2017   Local feature representation based on linear filtering with feature pooling and divisive normalization for remote sensing image classification  L Wan, N Liu, Y Guo, H Huo, T Fang
2017   Critical Comparison of the Classification Ability of Deep Convolutional Neural Network Frameworks with Support Vector Machine Techniques in the Image …  RT Kelly
2017   Digital pathology annotation data for improved deep neural network classification  E Kim, SLD Mente, A Keenan, V Gehlot
2017   Deep learning-based classification for head and neck cancer detection with hyperspectral imaging in an animal model  L Ma, G Lu, D Wang, X Wang, ZG Chen, S Muller
2017   Image Feature Classification  S Alpert
2017   VoNet: vehicle orientation classification using convolutional neural network  R You, JW Kwon
2017   Approach on random weighted deep neural learning model for electricity customer classification  G Xu, Y Tan, Y Zhang, P Gao
2017   Dirty Pixels: Optimizing Image Classification Architectures for Raw Sensor Data  S Diamond, V Sitzmann, S Boyd, G Wetzstein, F Heide
2017   Residual and Plain Convolutional Neural Networks for 3D Brain MRI Classification  S Korolev, A Safiullin, M Belyaev, Y Dodonova
2017   Study of Engineered Features and Learning Features in Machine Learning-A Case Study in Document Classification  A Sen, S Ghosh, D Kundu, D Sarkar, J Sil
2017   Variable Global Feature Selection Scheme for Automatic Classification of Text Documents  D Agnihotri, K Verma, P Tripathi
2017   Multimodal deep learning approach for joint EEG-EMG data compression and classification  AB Said, A Mohamed, T Elfouly, K Harras, ZJ Wang
2017   Mooney Face Classification And Prediction By Learning Across Tone  TW Ke, XY Stella, D Whitney
2017   Ocean Oil Spill Classification with RADARSAT-2 SAR Based on an Optimized Wavelet Neural Network  D Song, Y Ding, X Li, B Zhang, M Xu
2017   Breast Density Classification with Convolutional Neural Networks  J Wainer
2017   A hybrid Sentiment Classification method using Neural Network and Fuzzy Logic  JB Sathe, MP Mali
2017   Hierarchical multi-class classification in multimodal spacecraft data using DNN and weighted support vector machine  K Li, Y Wu, Y Nan, P Li, Y Li
2017   A Literature Survey of Early Time Series Classification and Deep Learning  T Santos, R Kern
2017   Deep Recurrent Neural Networks for Hyperspectral Image Classification  L Mou, P Ghamisi, XX Zhu
2017   Virtualization and deep recognition for system fault classification  P Wang, R Yan, RX Gao
2017   Structured Deep Learning for Fine-grained Visual Classification  Y Qian
2017   Deep learning based multi-threat classification for phase-OTDR fiber optic distributed acoustic sensing applications  M Aktas, T Akgun, MU Demircin, D Buyukaydin
2017   A Transfer learning approach for classification of clinical significant prostate cancers from mpMRI scans  Q Chen, X Xu, S Hu, X Li, Q Zou, Y Li
2017   Learning Low-Dimensional Representations With Application to Classification and Decision-Making  J Hahn
2017   Incorporating Pre-Training in Long Short-Term Memory Networks for Tweets Classification  S Yuan, X Wu, Y Xiang
2017   Deep Supervised and Contractive Neural Network for SAR Image Classification  J Geng, H Wang, J Fan, X Ma
2017   Restaurant attribute classification using deep learning  D Varshneya, P Dhananjay, DB Jayagopi
2017   Character-Based Text Classification using Top Down Semantic Model for Sentence Representation  Z Wu, X Zheng, D Dahlmeier
2017   Email Classification Research Trends: Review and Open Issues  G Mujtaba, L Shuib, RG Raj, N Majeed, MA Al
2017   ResnetCrowd: A Residual Deep Learning Architecture for Crowd Counting, Violent Behaviour Detection and Crowd Density Level Classification  M Marsden, K McGuinness, S Little, NE O'Connor
2017   Comparison of Various RCNN techniques for Classification of Object from Image  R Dalai, KK Senapati
2017   Graspable Object Classification with Multi-loss Hierarchical Representations  Z Wang, Z Li, B Wang, H Liu
2017   Ultrasonic signal classification and imaging system for composite materials via deep convolutional neural networks  M Meng, YJ Chua, E Wouterson, CPK Ong
2017   A Model for Fine-Grained Vehicle Classification Based on Deep Learning  S Yu, Y Wu, W Li, Z Song, W Zeng
2017   Deep Learning Architectures for DNA Sequence Classification  GL Bosco, MA Di Gangi
2017   Robust Acoustic Event Classification Using Deep Neural Networks  RV Sharan, TJ Moir
2017   Nonlinear Dictionary Learning with Application to Image Classification  J Hu, YP Tan
2017   Classification of micro-Doppler signatures of human aquatic activity through simulation and measurement using transferred learning  Y Kim, J Park, T Moon
2017   Deep Multi-view Models for Glitch Classification  S Bahaadini, N Rohani, S Coughlin, M Zevin
2017   Deep Learning for Tumor Classification in Imaging Mass Spectrometry  J Behrmann, C Etmann, T Boskamp, R Casadonte
2017   MayoNLP at SemEval 2017 Task 10: Word Embedding Distance Pattern for Keyphrase Classification in Scientific Publications  S Liu, S Feichen, V Chaudhary, H Liu
2017   k-Sparse Autoencoder Based Automatic Modulation Classification with Low Complexity  A Ali, F Yangyu
2017   REX: Rapid Ensemble Classification System for Landslide Detection using Social Media  A Musaev, D Wang, J Xie, C Pu
2017   EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification  P Helber, B Bischke, A Dengel, D Borth
2017   Transferable Multi-model Ensemble for Benign-Malignant Lung Nodule Classification on Chest CT  Y Xie, Y Xia, J Zhang, DD Feng, M Fulham, W Cai
2017   Nodular-Deep: Classification of Pulmonary Nodules using Deep Neural Network  Q Abbas
2017   Deep learning for phenomena-based classification of Earth science images  M Maskey, R Ramachandran, J Miller
2017   Ship Detection and Classification on Optical Remote Sensing Images Using Deep Learning  Y Liu, HY Cui, Z Kuang, GQ Li
2017   A Hybrid Neural Network for Sentence Classification  X Du, R Zhou
2017   Application of Octonions in the Cough Sounds Classification Peter Klco1, 2*, Milan Smetana3, Marian Kollarik1, 2 and Milos Tatar1, 2  P Klco, M Smetana, M Kollarik, M Tatar
2017   The Classification of Hyperspectral Images Based on Band-Grouping and Convolutional Neural Network  G Fu, H Gu
2017   Focus classification in digital holographic microscopy using deep convolutional neural networks  T Pitkäaho, A Manninen, TJ Naughton
2017   Automatic Diagnosis Coding of Radiology Reports: A Comparison of Deep Learning and Conventional Classification Methods  S Karimi, X Dai, H Hassanzadeh, A Nguyen
2017   A deep learning framework for supporting the classification of breast lesions in ultrasound images  S Han, HK Kang, JY Jeong, MH Park, W Kim, WC Bang
2017   Classification of Quantitative Light-Induced Fluorescence Images Using Convolutional Neural Network  S Imangaliyev, MH van der Veen, C Volgenant
2017   Deep Multiconnected Boltzmann Machine for Classification  GS Tsanev
2017   Stacked Denoising Autoencoders Applied to Star/Galaxy Classification  Q Hao
2017   Local receptive field constrained stacked sparse autoencoder for classification of hyperspectral images  X Wan, C Zhao
2017   Extraction and Classification of Diving Clips from Continuous Video Footage  A Nibali, Z He, S Morgan, D Greenwood
2017   DeepPap: Deep Convolutional Networks for Cervical Cell Classification  L Zhang, L Lu, I Nogues, R Summers, S Liu, J Yao
2017   Image Classification with Convolutional Networks & TensorFlow  J Sullivan
2017   Deep learning for tumour classification in homogeneous breast tissue in medical microwave imaging  B Gerazov, RC Conceicao
2017   Deep Learning at 15PF: Supervised and Semi-Supervised Classification for Scientific Data  T Kurth, J Zhang, N Satish, I Mitliagkas, E Racah
2017   O77 Deep learning for EEG classification for outcome prediction of postanoxic coma  M Tjepkema
2017   Polish Road Signs Detection and Classification System Based on Sign Sketches and ConvNet  Ł Chechliński, B Chechliński
2017   3D multi-resolution wavelet convolutional neural networks for hyperspectral image classification  C Shi, CM Pun
2017   A Comparison of the Deep Learning Methods for Solving Seafloor Image Classification Task  T Rimavicius, A Gelzinis
2017   Deep Multiple Instance Learning-Based Spatial-Spectral Classification for PAN and MS Imagery  X Liu, L Jiao, J Zhao, J Zhao, D Zhang, F Liu, S Yang
2017   Computational Intelligence Approaches for Classification of Medical Data: State-of-the-art, Future Challenges and Research Directions  A Kalantari, A Kamsin, S Shamshirband, A Gani
2017   Complex-valued convolutional neural network and its application in polarimetric SAR image classification  Z Zhang, H Wang, F Xu, YQ Jin
2017   EXhype: A tool for mineral classification using hyperspectral data  RN Adep, H Ramesh
2017   DNN-Based Joint Classification for Multi-source Image Change Detection  W Ma, Z Li, P Zhang, T Hu
2017   A Study on the Recognition and Classification Method of High Resolution Remote Sensing Image Based on Deep Belief Network  G Chen, X Li, L Liu
2017   Combining convolutional neural networks and Hough Transform for classification of images containing lines  A Sheshkus, E Limonova, D Nikolaev, V Krivtsov
2017   Deep SOMs for automated feature extraction and classification from big data streaming  M Sakkari, R Ejbali, M Zaied
2017   Differential-Weighted Global Optimum of BP Neural Network on Image Classification  L Ma, X Lin, L Jiang
2017   Land-Use Classification with Remote Sensing Image Based on Stacked Autoencoder  A Ding, X Zhou
2017   A convolutional neural network based method for event classification in event-driven multi-sensor network  C Tong, J Li, F Zhu
2017   Richer feature for image classification with super and sub kernels based on deep convolutional neural network  P Tang, H Wang
2017   Questions Classification with Attention Machine  Y Liaozheng, J Liu, J Wang
2017   Multi-Modal Classification of Neurodegenerative Disease by Progressive Graph-Based Transductive Learning  Z Wang, X Zhu, E Adeli, Y Zhu, F Nie, B Munsell
2017   Pulmonary nodule classification with deep residual networks  A Nibali, Z He, D Wollersheim
2017   Deep Learning with Geodesic Moments for 3D Shape Classification  L Luciano, AB Hamza
2017   Deep Learning for Target Classification from SAR Imagery: Data Augmentation and Translation Invariance  H Furukawa
2017   Connoisseur: classification of styles of Mexican architectural heritage with deep learning and visual attention prediction  AM Obeso, MSG Vázquez, AAR Acosta
2017   Gender and Ethnicity Classification of Iris Images using Deep Class-Encoder  M Singh, S Nagpal, R Singh, M Vatsa, A Noore
2017   FuseMe: Classification of sMRI images by fusion of Deep CNNs in 2D+ ϵ projections  K Aderghal, J Benois
2017   Disentangling Variational Autoencoders for Image Classification  C Varano
2017   Generative OpenMax for Multi-Class Open Set Classification  ZY Ge, S Demyanov, Z Chen, R Garnavi
2017   Class Representative Autoencoder for Low Resolution Multi-Spectral Gender Classification  M Singh, S Nagpal, R Singh, M Vatsa
2017   Scene Classification Using Multi-Resolution WAHOLB Features and Neural Network Classifier  GA Montazer, D Giveki
2017   Bi-class classification of humpback whale sound units against complex background noise with Deep Convolution Neural Network  C Dorian, R Lefort, J Bonnel, JL Zarader, O Adam
2017   Chained Multi-stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection  M Zolfaghari, GL Oliveira, N Sedaghat, T Brox
2017   ELiRF-UPV at IberEval 2017: Classification Of Spanish Election Tweets (COSET)  JA González, F Pla, LF Hurtado
2017   Short text classification using deep representation: A case study of Spanish tweets in COSET Shared Task  E Gharavi, K Bijari
2017   Learning Audio Sequence Representations for Acoustic Event Classification  Z Zhang, D Liu, J Han, B Schuller
2017   Classification of various daily behaviors using deep learning and smart watch  MC Kwon, MC Ju, S Choi
2017   Distributed Deep Learning Models for Wireless Signal Classification with Low-Cost Spectrum Sensors  S Rajendran, W Meert, D Giustiniano, V Lenders
2017   Facies classification from well logs using an inception convolutional network  V Tschannen, M Delescluse, M Rodriguez, J Keuper
2017   Multi-label classification of frog species via deep learning  J Xie
2017   Binary Patterns Encoded Convolutional Neural Networks for Texture Recognition and Remote Sensing Scene Classification  RM Anwer, FS Khan, J van de Weijer, M Molinier
2017   Handcrafted vs Non-Handcrafted Features for computer vision classification  L Nanni, S Ghidoni, S Brahnam
2017   Towards a Hybrid Deep-Learning Method for Music Classification and Similarity Measurement  H Li, X Fei, KM Chao, M Yang, C He
2017   Blur Classification and Deblurring of Images  A Roy, P Aher, K Kalaskar, P Agarwal
2017   Speech Intention Classification with Multimodal Deep Learning  Y Gu, X Li, S Chen, J Zhang, I Marsic
2017   Human Activity Classification with Transmission and Reflection Coefficients of On-Body Antennas through Deep Convolutional Neural Networks  Y Kim, Y Li
2017   Land-Use Classification via Extreme Learning Classifier Based on Deep Convolutional Features  Q Weng, Z Mao, J Lin, W Guo
2017   A deep learning classification scheme based on augmented-enhanced features to segment organs at risk on the optic region in brain cancer patients  J Dolz, N Reyns, N Betrouni, D Kharroubi, M Quidet
2017   Thyroid Nodule Classification in Ultrasound Images by Fine-Tuning Deep Convolutional Neural Network  J Chi, E Walia, P Babyn, J Wang, G Groot, M Eramian
2017   Classification of Cocaine Dependents from fMRI Data Using Cluster-Based Stratification and Deep Learning  JS Santos, RM Savii, JS Ide, CSR Li, MG Quiles
2017   A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series  S Chambon, M Galtier, P Arnal, G Wainrib, A Gramfort
2017   Shallow and wide fractional max-pooling network for image classification  K Yue, F Xu, J Yu
2017   Going Deeper with Contextual CNN for Hyperspectral Image Classification  H Lee, H Kwon
2017   A Simple Feedforward Convolutional Conceptor Neural Network for Classification  G Qian, L Zhang
2017   Generating Visual Representations for Zero-Shot Classification  M Bucher, S Herbin, F Jurie
2017   Spectral–spatial feature learning for hyperspectral imagery classification using deep stacked sparse autoencoder  G Abdi, F Samadzadegan, P Reinartz
2017   Deep Learning-Based Vehicle Classification Using an Ensemble of Local Expert and Global Networks  JT Lee, Y Chung
2017   A Precise Image Crawling System with Image Classification Based on Deep Learning  MJ Lee, SY Choi, HJ Jeong, YG Ha
2017   Classification Accuracies of Malaria Infected Cells Using Deep Convolutional Neural Networks Based on Decompressed Images  Y Dong, Z Jiang, H Shen, WD Pan
2017   Classification of 3D Shapes with Convolutional Neural Networks  L Keselman
2017   Developing Sustainable Rice Production through Image Classification  PR Fitzgerald
2017   Classification for High Resolution Remote Sensing Imagery Using a Fully Convolutional Network  G Fu, C Liu, R Zhou, T Sun, Q Zhang
2017   A New Image Classification Method Based on Modified Condensed Nearest Neighbor and Convolutional Neural Networks  T Liang, X Xu, P Xiao
2017   Weighted kappa loss function for multi-class classification of ordinal data in deep learning  J de la Torre, D Puig, A Valls
2017   Modulation classification using convolutional Neural Network based deep learning model  S Peng, H Jiang, H Wang, H Alwageed, YD Yao
2017   How Deep Learning Extracts and Learns Leaf Features for Plant Classification  SH Lee, CS Chan, SJ Mayo, P Remagnino
2017   Optimizing and Visualizing Deep Learning for Benign/Malignant Classification in Breast Tumors  D Yi, RL Sawyer, D Cohn III, J Dunnmon, C Lam
2017   Learning and Transferring Deep Joint Spectral-Spatial Features for Hyperspectral Classification  J Yang, YQ Zhao, JCW Chan
2017   Robust sound event classification with bilinear multi-column ELM-AE and two-stage ensemble learning  J Zhang, J Yin, Q Zhang, J Shi, Y Li
2017   Feature learning and change feature classification based on deep learning for ternary change detection in SAR images  M Gong, H Yang, P Zhang
2017   Car Model Classification Using Deep Learning  SMM Hosseini
2017   Deep Learning based Classification of FDG-PET Data for Alzheimer's Disease  S Singh
2017   Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification  YG Jiang, Z Wu, J Tang, Z Li, X Xue, SF Chang
2017   A deep-structural medical image classification for a Radon-based image retrieval  A Khatami, M Babaie, A Khosravi, HR Tizhoosh
2017   Lung cancer classification using deep learned features on low population dataset  SM Salaken, A Khosravi, A Khatami, S Nahavandi
2017   A hierarchical learning framework for seafloor scene classification  G Chen, C Lai, M Huang, G Song
2017   Epithelium-stroma classification via convolutional neural networks and unsupervised domain adaptation in histopathological images  Y Huang, HAN ZHENG, CHI LIU, X Ding, G Rohde
2017   The Classification of Synthetic Aperture Radar Image Target Based on Deep Learning  XY Chen, XY Peng, Y Peng, JB Li
2017   Deep Learning Approach for Prediction of Heart Disease Using Data mining Classification Algorithm Deep Belief Network  T Karthikeyan, VA Kanimozhi
2017   Classification of breast MRI lesions using small-size training sets: comparison of deep learning approaches  G Amit, R Ben
2017   Automatic classification of cardioembolic and arteriosclerotic ischemic strokes from apparent diffusion coefficient datasets using texture analysis and deep learning  J Villafruela, S Crites, B Cheng, C Knaack, G Thomalla
2017   Spectral–spatial classification of hyperspectral images using trilateral filter and stacked sparse autoencoder  C Zhao, X Wan, G Zhao, Y Yan
2017   HEp-2 Specimen Image Segmentation and Classification Using Very Deep Fully Convolutional Network.  Y Li, L Shen, S Yu
2017   Deep representation learning for human motion prediction and classification  J Bütepage, M Black, D Kragic, H Kjellström
2017   Intelligent fault diagnosis of rolling bearing using hierarchical convolutional network based health state classification  C Lu, Z Wang, B Zhou
2017   Store Classification using Text-Exemplar-Similarity and Hypotheses-Weighted-CNN  C Huang, H Li, W Li, Q Wu, L Xu
2017   Three-Class Mammogram Classification Based on Descriptive CNN Features  MM Jadoon, Q Zhang, IU Haq, S Butt, A Jadoon
2017   New transformed features generated by deep bottleneck extractor and a GMM–UBM classifier for speaker age and gender classification  AA Mallouh, Z Qawaqneh, BD Barkana
2017   Improving Deep Belief Networks via Delta Rule for Sentiment Classification  Y Jin, H Zhang, D Du
2017   Classification of MRI data using Deep Learning and Gaussian Process-based Model Selection  H Bertrand, M Perrot, R Ardon, I Bloch
2017   Real-Time Unsupervised Classification of Environmental Noise Signals  F Saki, N Kehtarnavaz
2017   Unified Classification and Generation Networks for Co-Creative Systems  KY Singh, N Davis, CP Hsiao, R Macias, B Lin
2017   An Automatic Classification Method For Environment  FWSUD LEARNING
2017   An evaluation of Convolutional Neural Networks for music classification using spectrograms  YMG Costa, LS Oliveira, CN Silla
2017   GCN: GPU-Based Cube CNN Framework for Hyperspectral Image Classification  H Dong, T Li, J Leng, L Kong, G Bai
2017   Initializing Convolutional Filters with Semantic Features for Text Classification  S Li, Z Zhao, T Liu, R Hu, X Du
2017   Convolutional neural network for classification of solar radio spectrum  S Chen, L Xu, L Ma, W Zhang, Z Chen, Y Yan
2017   Deep Galaxy: Classification of Galaxies based on Deep Convolutional Neural Networks  NEM Khalifa, MHN Taha, AE Hassanien, IM Selim
2017   Integrating Segmentation with Deep Learning for Enhanced Classification of Epithelial and Stromal Tissues in H&E Images  Z Al
2017   Automated arteriole and venule classification using deep learning for retinal images from the UK Biobank cohort  RA Welikala, PJ Foster, PH Whincup, AR Rudnicka
2017   The face of crystals: insightful classification using deep learning  A Ziletti, D Kumar, M Scheffler, LM Ghiringhelli
2017   Automatic sleep stage classification of single-channel EEG by using complex-valued convolutional neural network  J Zhang, Y Wu
2017   The importance of stain normalization in colorectal tissue classification with convolutional networks  F Ciompi, O Geessink, BE Bejnordi, GS de Souza
2017   Document Classification Using Machine Learning Algorithms-A Review  PV Arivoli, T Chakravarthy
2017   Research on Patent Document Classification Based on Deep Learning  B Xia, B LI, X Lv
2017   Urdu Named Entity Recognition and Classification System Using Artificial Neural Network  MK Malik
2017   Text Feature Extraction and Classification Based on Convolutional Neural Network (CNN)  T Zhang, C Li, N Cao, R Ma, SH Zhang, N Ma
2017   Deep Learning with Convolutional Neural Networks for Radiologic Image Classification  P Cheng
2017   Deep Pain: Exploiting Long Short-Term Memory Networks for Facial Expression Classification  P Rodriguez, G Cucurull, J Gonzàlez, JM Gonfaus
2017   Image Classification of High Resolution Satellite Imagery Using Deep Learning Approach  KM Sukre, IA Rizvi, MM Kadam
2017   An Exploration into the Application of Convolutional Neural Networks for Instrument Classification on Monophonic Note Samples  J Owers
2017   Discriminative deep belief networks for microarray based cancer classification  EM Karabulut, T Ibrikci
2017   A Deep Residual Inception Network for HEp-2 Cell Classification  Y Li, L Shen
2017   ECG Annotation and Diagnosis Classification Techniques  Y Yan, X Qin, L Wang
2017   Exploiting Label Correlations Using DBN Chains for Multi-Label Classification  D Wang, F Hu, L Li
2017   Classification of 1D-Signal Types Using Semi-Supervised Deep Learning  T Šebrek
2017   Deep learning-based classification of remote sensing image  J Liu, M Yang
2017   Evolving Deep Neural Networks architectures for Android malware classification  A Martín, F Fuentes
2017   Deep Fully Convolutional Network-Based Spatial Distribution Prediction for Hyperspectral Image Classification  L Jiao, M Liang, H Chen, S Yang, H Liu, X Cao
2017   Sparse Wavelet Auto-Encoders for Image Classification  S Hassairi, R Ejbali, M Zaied
2017   Deep Learning for Shot Classification in Gynecologic Surgery Videos  S Petscharnig, K Schöffmann
2017   Classification of sMRI for AD Diagnosis with Convolutional Neuronal Networks: A Pilot 2-D+\ epsilon Study on ADNI  K Aderghal, M Boissenin, J Benois
2017   A Crop Pests Image Classification Algorithm Based on Deep Convolutional Neural Network  RJ Wang, J Zhang, W Dong, J Yu, CJ Xie, R Li
2017   Action-Affect-Gender Classification using Multi-Task Representation Learning  TJ Shields, MR Amer, M Ehrlich, A Tamrakar
2017   Leveraging Sparse and Dense Feature Combinations for Sentiment Classification  T Yu, C Hidey, O Rambow, K McKeown
2017   Graph Classification via Deep Learning with Virtual Nodes  T Pham, T Tran, H Dam, S Venkatesh
2017   Cascaded deep decision networks for classification of endoscopic images  VN Murthy, V Singh, S Sun, S Bhattacharya, T Chen
2017   Classification of very high resolution SAR image based on convolutional neural network  J Li, C Wang, S Wang, H Zhang, B Zhang
2017   Deep Semantic Classification for 3D LiDAR Data  A Dewan, GL Oliveira, W Burgard
2017   Cross-Country Skiing Gears Classification using Deep Learning  A Rassem, M El
2017   Floriculture Classification using Simple NN and Deep Learning  S Dhawadkar, G Bhat, SNV Reddy, PK Aithal
2017   Deep Transfer Learning: A new deep learning glitch classification method for advanced LIGO  D George, H Shen, EA Huerta
2017   Skin Lesion Classification using Class Activation Map  X Jia, L Shen
2017   Deep-Learning for Classification of Colorectal Polyps on Whole-Slide Images  B Korbar, AM Olofson, AP Miraflor, KM Nicka
2017   Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning  M Aubreville, C Knipfer, N Oetter, C Jaremenko
2017   A Novel Multi-task Deep Learning Model for Skin Lesion Segmentation and Classification  X Yang, Z Zeng, SY Yeo, C Tan, HL Tey, Y Su
2017   Classification of Cytochrome P450 1A2 Inhibitors and Noninhibitors based on Deep Belief Network  L Yu, X Shi, S Tian, S Gao, L Li
2017   Improving EEG-Based Driver Fatigue Classification Using Sparse-Deep Belief Networks  R Chai, SH Ling, PP San, GR Naik, TN Nguyen, Y Tran
2017   Remote Sensing Image Scene Classification Using Bag of Convolutional Features  G Cheng, Z Li, X Yao, L Guo, Z Wei
2017   Unsupervised-Restricted Deconvolutional Neural Network for Very High Resolution Remote-Sensing Image Classification  Y Tao, M Xu, F Zhang, B Du, L Zhang
2017   Land Cover Classification via Multitemporal Spatial Data by Deep Recurrent Neural Networks  D Ienco, R Gaetano, C Dupaquier, P Maurel
2017   A Band-Weighted Support Vector Machine Method for Hyperspectral Imagery Classification  W Sun, C Liu, Y Xu, L Tian, W Li
2017   Classification Based on Feature Extraction For Hepatocellular Carcinoma Diagnosis Using High-throughput Dna Methylation Sequencing Data  Z Yang, M Jin, Z Zhang, J Lu, K Hao
2017   Deep Feature Fusion for VHR Remote Sensing Scene Classification  S Chaib, H Liu, Y Gu, H Yao
2017   Facial Expression Classification Using Machine Learning Approach: A Review  A Baskar, TG Kumar
2017   Age Groups Classification in Social Network Using Deep Learning  RG Guimaraes, RL Rosa, D De Gaetano
2017   A Hybrid DBN and CRF Model for Spectral-Spatial Classification of Hyperspectral Images  P Zhong, Z Gong
2017   Salt Classification Using Deep Learning  AU Waldeland, A Solberg
2017   Improvement Of Deep Learning Models On Classification Tasks Using Haar Transform And Model Ensemble  ST Nguyen
2017   SI: ICONIP 2015: Learning Algorithms and Classification Systems  S Arik, Q Liu, WK Lai
2017   Robust classification of different fingerprint copies with deep neural networks for database penetration rate reduction  D Peralta, I Triguero, S García, Y Saeys, JM Benitez
2017   Comparison of Batch Normalization and Weight Normalization Algorithms for the Large-scale Image Classification  I Gitman, B Ginsburg
2017   Deep Learning Based Cryptographic Primitive Classification  GD Hill, XJA Bellekens
2017   Classification of Architectural Heritage Images Using Deep Learning Techniques  J Llamas, PM Lerones, R Medina, E Zalama
2017   Ensemble Classifier for Eye State Classification using EEG Signals  A Al
2017   Automatic detection of traffic lights, street crossings and urban roundabouts combining outlier detection and deep learning classification techniques based on GPS …  M Munoz
2017   A Deep Learning Model for Traffic Flow State Classification Based on Smart Phone Sensor Data  W Tu, F Xiao, L Fu, G Pan
2017   TerraSAR-X Image Classification with Sliding Patch Window based on Convolutional Neural Network  J Li, S Wang, C Wang, H Zhang, B Zhang
2017   A Multi-Scale CNN and Curriculum Learning Strategy for Mammogram Classification  W Lotter, G Sorensen, D Cox
2017   A deep learning approach to traffic lights: Detection, tracking, and classification  K Behrendt, L Novak, R Botros
2017   Resting state fMRI functional connectivity-based classification using a convolutional neural network architecture  R Meszlényi, K Buza, Z Vidnyánszky
2017   Computational single-cell classification using deep learning on bright-field and phase images  N Meng, HKH So, EY Lam
2017   Automatic land cover classification of geo-tagged field photos by deep learning  G Xu, X Zhu, D Fu, J Dong, X Xiao
2017   Jointly learning deep features, deformable parts, occlusion and classification for pedestrian detection  W Ouyang, H Zhou, H Li, Q Li, J Yan, X Wang
2017   Gender Classification from NIR Iris Images Using Deep Learning  J Tapia, C Aravena
2017   Deep Learning for Extreme Multi-label Text Classification  J Liu, WC Chang, Y Wu, Y Yang
2017   Deep learning based multi-label classification for surgical tool presence detection in laparoscopic videos  S Wang, A Raju, J Huang
2017   Advanced Steel Microstructure Classification by Deep Learning Methods  SM Azimi, D Britz, M Engstler, M Fritz, F Mücklich
2017   Deep learning model based breast cancer histopathological image classification  B Wei, Z Han, X He, Y Yin
2017   Classification of breast lesions using cross-modal deep learning  O Hadad, R Bakalo, R Ben
2017   Deep-learning strategy for pulmonary artery-vein classification of non-contrast CT images  P Nardelli, D Jimenez
2017   One-Dimensional Convolutional Neural Network Land-Cover Classification of Multi-Seasonal Hyperspectral Imagery in the San Francisco Bay Area, California  D Guidici, ML Clark
2017   Application of Deep Belief Network to Land Cover Classification Using Hyperspectral Images  B Ayhan, C Kwan
2017   Real-Time Classification Through a Spiking Deep Belief Network with Intrinsic Plasticity  F Xue, X Chen, X Li
2017   Object classification through scattering media with deep learning on time resolved measurement  G Satat, M Tancik, O Gupta, B Heshmat, R Raskar
2017   Multiscale Superpixel-Based Sparse Representation for Hyperspectral Image Classification  S Zhang, S Li, W Fu, L Fang
2017   Optimization of Deep Learning Algorithms for Object Classification  A Horváth
2017   Deep learning and interpolation for featured-based pattern classification  Y Zhang
2017   Classification Tree Extraction from Trained Artificial Neural Networks  A Bondarenko, L Aleksejeva, V Jumutc, A Borisov
2017   Combination of EEG Data Time and Frequency Representations in Deep Networks for Sleep Stage Classification  M Manzano, A Guillén, I Rojas, LJ Herrera
2017   Improved deep learning based macromolecules structure classification from electron cryo tomograms  C Che, R Lin, X Zeng, K Elmaaroufi, J Galeotti, M Xu
2017   A separated feature learning based DBN structure for classification of SSMVEP signals  Y Jia, J Xie, G Xu, M Li, S Zhang, A Luo, X Han
2017   Automatic Modulation Classification Using Deep Learning based on Sparse Autoencoders with Non-negativity Constraints  A Ali, F Yangyu
2017   Deep learning approach to bacterial colony classification  B Zieliński, A Plichta, K Misztal, P Spurek
2017   Co-training for Demographic Classification Using Deep Learning from Label Proportions  EM Ardehaly, A Culotta
2017   A Study on Speech Classification Based on Deep Neural Network under Adverse Environments  K Phapatanaburi
2017   Investigating the Effect of Various Augmentations on the Input Data Fed to a Convolutional Neural Network for the Task of Mammographic Mass Classification  A Hamidinekoo, Z Suhail, T Qaiser
2017   Learning Interpretable Classification Rules Using Binarization  Y Yoneda, M Sugiyama, T Washio
2017   Domain Adaptation Using Representation Learning for the Classification of Remote Sensing Images  A Elshamli, GW Taylor, A Berg, S Areibi
2017   Speaker Classification through Deep Learning  A Douglass, J Morris, L Woodbury
2017   Floriculture Classification using Simple Neural Network and Deep Learning  S Dharwadkar, G Bhat, SNV Reddy, PK Aithal
2017   Age classification with deep learning face representation  J Huang, B Li, J Zhu, J Chen
2017   Large-Scale Wi-Fi Hotspot Classification via Deep Learning  C Xu, K Chang, KC Chua, M Hu, Z Gao
2017   Deep learning-based artificial vision for grasp classification in myoelectric hands  G Ghazaei, A Alameer, P Degenaar, G Morgan
2017   Nuclear Power Plant Thermocouple Sensor Fault Detection and Classification using Deep Learning and Generalized Likelihood Ratio Test  S Mandal, B Santhi, S Sridhar, K Vinolia
2017   Deep Patch Learning for Weakly Supervised Object Classification and Discovery  P Tang, X Wang, Z Huang, X Bai, W Liu
2017   Convolutional networks for voting-based anomaly classification in metal surface inspection  V Natarajan, TY Hung, S Vaikundam, LT Chia
2017   Classification of Percussive Sounds using Machine Learning  N Gajhede
2017   Classification of breast cancer cytological specimen using convolutional neural network  M Żejmo, M Kowal, J Korbicz, R Monczak
2017   Liver fibrosis classification based on transfer learning and FCNet for ultrasound images  D Meng, L Zhang, G Cao, W Cao, G Zhang, B Hu
2017   Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data  N Kussul, M Lavreniuk, S Skakun, A Shelestov
2017   Object-Based Convolutional Neural Network for High-Resolution Imagery Classification  W Zhao, S Du, WJ Emery
2017   Learning to Diversify Deep Belief Networks for Hyperspectral Image Classification  P Zhong, Z Gong, S Li, CB Schönlieb
2017   Efficient Gender Classification Using a Deep LDA-Pruned Net  Q Tian, T Arbel, JJ Clark
2017   Deep Learning and Classification  A Mahjoubfar, CL Chen, B Jalali
2017   A New Approach to Develop Computer-Aided Diagnosis Scheme of Breast Mass Classification Using Deep Learning Technology.  Y Qiu, S Yan, RR Gundreddy, Y Wang, S Cheng, H Liu
2017   Deep Learning at Chest Radiography: Automated Classification of Pulmonary Tuberculosis by Using Convolutional Neural Networks  P Lakhani, B Sundaram
2017   Bootstrapping Graph Convolutional Neural Networks for Autism Spectrum Disorder Classification  R Anirudh, JJ Thiagarajan
2017   Residual Attention Network for Image Classification  F Wang, M Jiang, C Qian, S Yang, C Li, H Zhang
2017   LSTM Fully Convolutional Networks for Time Series Classification  F Karim, S Majumdar, H Darabi, S Chen
2017   Image Classification Based on Convolutional Denoising Sparse Auto-encoder  S Chena, H Liua, X Zenga, S Qiana, J Yub, W Guob
2017   Image Classification Using Naive Bayes Classifier With Pairwise Local Observations.  SC HSU, IC CHEN, CLIN HUANG
2017   Optical beam classification using deep learning: A comparison with rule-and feature-based classification  A Zahangir, A Awwal, RL Webb, T Taha
2017   Fully Automated Classification Of Mammograms Using Deep Residual Neural Networks  N Dhungel, G Carneiro, AP Bradley
2017   A deep stacked wavelet auto-encoders to supervised feature extraction to pattern classification  S Hassairi, R Ejbali, M Zaied
2017   Framework and development of fault detection classification using IoT device and cloud environment  H Lee
2017   Skin cancer reorganization and classification with deep neural network  H Chang
2017   Training Deep Convolutional Neural Networks for Land-Cover Classification of High-Resolution Imagery  GJ Scott, MR England, WA Starms, RA Marcum
2017   Ensemble of multiple kNN classifiers for societal risk classification  J Chen, X Tang
2017   Exploring overall opinions for document level sentiment classification with structural SVM  X Pu, G Wu, C Yuan
2017   Learning laparoscopic video shot classification for gynecological surgery  S Petscharnig, K Schöffmann
2017   Classification without labels: Learning from mixed samples in high energy physics  EM Metodiev, B Nachman, J Thaler
2017   Which Encoding is the Best for Text Classification in Chinese, English, Japanese and Korean?  X Zhang, Y LeCun
2017   Deep Residual Networks for Hyperspectral Image Classification  Z Zhong, J Li, L Ma, H Jiang, H Zhao
2017   Image Classification with Deep Belief Networks and Improved Gradient Descent  G Liu, L Xiao, C Xiong
2017   Deep Learning and Transfer Learning in the Classification of EEG Signals  JM Williams
2017   A Transfer Learning Based Feature Extractor for Polyphonic Sound Event Detection Using Connectionist Temporal Classification  Y Wang, F Metze
2017   Machine learning for tissue classification in laryngeal endoscopic videos  ML SAVAZZI, M GUARNASCHELLI
2017   A Novel Deep Learning Architecture for Testis Histology Image Classification  CY Kao, L McMillan
2017   Deep feature extraction and combination for remote sensing image classification based on pre-trained CNN models  S Chaib, H Yao, Y Gu, M Amrani
2017   An Up-to-Date Comparison of State-of-the-Art Classification Algorithms  C Zhang, C Liu, X Zhang, G Almpanidis
2017   Simple agarose micro-confinement array and machine-learning-based classification for analyzing the patterned differentiation of mesenchymal stem cells  N Tanaka, T Yamashita, A Sato, V Vogel, Y Tanaka
2017   Deep Active Learning for Civil Infrastructure Defect Detection and Classification  C Feng, MY Liu, CC Kao, TY Lee
2017   Risk Scoring Classification Performance Optimization  K Kerwin
2017   Deep neural network-based domain adaptation for classification of remote sensing images  L Ma, J Song
2017   Research on Obstacle Classification Using Voyage Bridge Image-towards River Traffic  M Kondo, M Inaishi, T Furuya, M Nakagawa
2017   Using Deep Learning Method for Classification: A Proposed Algorithm for the ISIC 2017 Skin Lesion Classification Challenge  W Zhang, L Gao, R Liu
2017   Dermatologist-level classification of skin cancer with deep neural networks  A Esteva, B Kuprel, RA Novoa, J Ko, SM Swetter
2017   Deep Learning-Based Automated Modulation Classification for Cognitive Radio  GJ Mendis, J Wei, A Madanayake
2017   Feature extraction using MPEG-CDVS and Deep Learning with application to robotic navigation and image classification  P Porto Buarque De Gusmao
2017   A dyadic multi-resolution deep convolutional neural wavelet network for image classification  R Ejbali, M Zaied
2017   A Classification Method for Moving Targets in the Wild Based on Microphone Array and Linear Sparse Auto-Encoder  F Guo, J Huang, X Zhang, X You, X Zu, Q Zhao, Y Ding
2017   Transfer Learning of Temporal Information for Driver Action Classification  J Lemley, P Corcoran
2017   Training convolutional neural networks for semantic classification of remote sensing imagery  M Castelluccio, G Poggi, C Sansone, L Verdoliva
2017   Discriminant analysis via jointly L2, 1-norm sparse tensor preserving embedding for image classification  R Huang, C Liu, J Zhou
2017   Automatic Music Genre Classification  NYH Kwon, I Tchakoua, M Pietrosanu, F Fu, Y Wang
2017   Convolutional Neural Networks for Time Series Classification  M Zȩbik, M Korytkowski, R Angryk, R Scherer
2017   Pre-emphasizing Binarized Ensembles to Improve Classification Performance  L Álvarez
2017   Solar Event Classification Using Deep Convolutional Neural Networks  A Kucuk, JM Banda, RA Angryk
2017   Deep Learning Using EEG Data in Time and Frequency Domains for Sleep Stage Classification  M Manzano, A Guillén, I Rojas, LJ Herrera
2017   A Hybrid Deep Boltzmann Functional Link Network for Classification Problems  R Savitha, KY Chan, PP San, SH Ling, S Suresh
2017   Spectral–Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network  Y Li, H Zhang, Q Shen
2017   KNN classification of Kannada Characters using Hu's Seven Variants and Zernike Moment  DS Prashanth, CN Panini
2017   POLSAR Image Classification via Wishart-AE Model or Wishart-CAE Model  W Xie, L Jiao, B Hou, W Ma, J Zhao, S Zhang, F Liu
2017   Multi-label spacecraft electrical signal classification method based on DBN and random forest  K Li, N Yu, P Li, S Song, Y Wu, Y Li, M Liu
2017   Senti17 at SemEval-2017 Task 4: Ten Convolutional Neural Network Voters for Tweet Polarity Classification  H Hamdan
2017   Noisy deep dictionary learning: Application to Alzheimer's Disease classification  A Majumdar, V Singhal
2017   Robust greedy deep dictionary learning for ECG arrhythmia classification  A Majumdar, R Ward
2017   An infinite classification RBM model for radar HRRP recognition  X Peng, X Gao, X Li
2017   Deep learning of texture and structural features for multiclass Alzheimer's disease classification  CV Dolph, M Alam, Z Shboul, MD Samad
2017   An investigation of high-resolution modeling units of deep neural networks for acoustic scene classification  X Bao, T Gao, J Du, LR Dai
2017   Pattern Classification of Medical Images: Computer Aided Diagnosis  XX Yin, S Hadjiloucas, Y Zhang
2017   Identifying Conversational Message Threads by Integrating Classification and Data Clustering  V Lopez, S Kotoulas, EM Daly
2017   Master thesis: Towards the automatic classification of football game events for the production of metadata based on stadium cameras  A Cioppa
2017   Parallel Multiclass Support Vector Machine for Remote Sensing Data Classification on Multicore and Many-Core Architectures  W Li, H Fu, Y You, L Yu, J Fang
2017   Integrating Multilayer Features of Convolutional Neural Networks for Remote Sensing Scene Classification  E Li, J Xia, P Du, C Lin, A Samat
2017   Roof Type Selection Based On Patch-Based Classification Using Deep Learning For High Resolution Satellite Imagery.  T Partovi, F Fraundorfer, S Azimi, D Marmanis
2017   Wearable Biosensor Network Enabled Multimodal Daily-life Emotion Recognition Employing Reputation-driven Imbalanced Fuzzy Classification  Y Dai, X Wang, P Zhang, W Zhang
2017   A Novel Image Classification Method with CNN-XGBoost Model  X Ren, H Guo, S Li, S Wang, J Li
2017   Deep Learning Based Counter–Forensic Image Classification for Camera Model Identification  VU Sameer, R Naskar, N Musthyala, K Kokkalla
2017   Using Deep Learning for Classification of lung nodules on Computed Tomography Images  QZ Song, L Zhao, XK Luo, XC Dou
2017   Electromagnetic Transient Events (EMTE) Classification in Transmission Grids  M Khoshdeli, I Niazazari, RJ Hamidi, H Livani, B Parvin
2017   Person Re-Identification by Deep Joint Learning of Multi-Loss Classification  W Li, X Zhu, S Gong
2017   Deep Learning Classification in Asteroseismology  M Hon, D Stello, J Yu
2017   Concussion classification via deep learning using whole-brain white matter fiber strains  Y Cai, W Zhao, Z Li, S Ji
2017   Deep Learning for Biological Image Classification  C Affonso, ALD Rossi, FHA Vieira
2017   Domain Adaptation Network for Cross-Scene Classification  E Othman, Y Bazi, F Melgani, H Alhichri, N Alajlan
2017   ScatterNet Hybrid Deep Learning (SHDL) Network For Object Classification  A Singh, N Kingsbury
2017   Fusion of deep learning architectures, multilayer feedforward networks and learning vector quantizers for deep classification learning  T Villmann, M Biehl, A Villmann, S Saralajew
2017   Deep Learning based Counter-Forensic Image Classification for Camera Model Identification  US Venkata, R Naskar, N Musthyala, K Kokkalla
2017   Deep multimodal network for multi-label classification  T Chen, S Wang, S Chen
2017   Breast cancer cell nuclei classification in histopathology images using deep neural networks  Y Feng, L Zhang, Z Yi
2017   Visual affective classification by combining visual and text features  N Liu, K Wang, X Jin, B Gao, E Dellandréa, L Chen
2017   Classification of ADHD and non-ADHD subjects using a universal background model  JL Marcano, MA Bell, AAL Beex
2017   A deep learning scheme for mental workload classification based on restricted Boltzmann machines  J Zhang, S Li
2016   An approach to the use of word embeddings in an opinion classification task  F Enríquez, JA Troyano, T López
2016   Deep-Learning-Based Classification for DTM Extraction from ALS Point Cloud  X Hu, Y Yuan
2016   Applying Machine Learning to Star Cluster Classification  K Fedorenko, K Grasha, D Calzetti, S Mahadevan
2016   Object Classification on A Newly presented RGB-D Dataset  W Xiong
2016   Deep Belief Networks with Feature Selection for Sentiment Classification  P Ruangkanokmas, T Achalakul, K Akkarajitsakul
2016   Vehicle Classification using Transferable Deep Neural Network Features  Y Zhou, NM Cheung
2016   Benign and Malignant Lung Nodule Classification Based on Deep Learning Feature  T Jia, H Zhang, YK Bai
2016   Augmenting Supervised Neural Networks with Unsupervised Objectives for Large-scale Image Classification  Y Zhang, EDUK Lee, EDUH Lee, U EDU
2016   Research of Decision Tree Classification Algorithm in Data Mining  S Crash
2016   Representation Learning with Deconvolution for Multivariate Time Series Classification and Visualization  Z Wang, W Song, L Liu, F Zhang, J Xue, Y Ye, M Fan
2016   Classification model of restricted Boltzmann machine based on reconstruction error  J Yin, J Lv, Y Sang, J Guo
2016   Predicting tDCS treatment outcomes of patients with major depressive disorder using automated EEG classification  AM Al
2016   Deep Learning for Hyperspectral Data Classification through Exponential Momentum Deep Convolution Neural Networks  Q Yue, C Ma
2016   Computationally efficient target classification in multispectral image data with Deep Neural Networks  L Cavigelli, D Bernath, M Magno, L Benini
2016   Learning Approaches for Parking Lots Classification  M Leotta, D Maio, GM Farinella
2016   Sequential Convolutional Architectures for Multi-Sentence Text Classification CS224N-Final Project Report  AL Rodrigo, L de Oliveira
2016   An Empirical Convolutional Neural Network approach for Semantic Relation Classification  P Qin, W Xu, J Guo
2016   Using Filter Banks in Convolutional Neural Networks for Texture Classification  V Andrearczyk, PF Whelan
2016   Unsupervised Accent Classification for Deep Data Fusion of Acoustic and Language Information  JHL Hansen, G Liu
2016   A multiclass classification method based on deep learning for named entity recognition in electronic medical records  X Dong, L Qian, Y Guan, L Huang, Q Yu, J Yang
2016   Deep Learning for the Classification of Lung Nodules  H Yang, H Yu, G Wang
2016   Analysis of error landscapes in multi-layered neural networks for classification  A Rakitianskaia, E Bekker, KM Malan, A Engelbrecht
2016   Using Machine Learning and Probabilistic Frameworks to Enhance Incident and Problem Management: Automated Ticket Classification and Structuring  A Sailer, R Mahindru, Y Song, X Wei
2016   Text/Non-text Image Classification in the Wild with Convolutional Neural Networks  X Bai, B Shi, C Zhang, X Cai, L Qi
2016   Recurrent Neural Network with Word Embedding for Complaint Classification  P Assawinjaipetch, V Sornlertlamvanich, K Shirai
2016   FastText. zip: Compressing text classification models  A Joulin, E Grave, P Bojanowski, M Douze, H Jégou
2016   Discriminative Shape Feature Pooling in Deep Convolutional Networks for Visual Classification  C Dixit
2016   Fine-to-coarse Knowledge Transfer For Low-Res Image Classification  X Peng, J Hoffman, SX Yu, K Saenko
2016   Hyper-class Augmented and Regularized Deep Learning for Fine-grained Image Classification  T Yang, X Wang, Y Lin, S Xie
2016   Protein Sequencing And Neural Network Classification Methods  V Indarni, SK Terala, PV Bhushan, MR Ireddy
2016   Automatic Classification of Anuran Sounds Using Convolutional Neural Networks  J Colonna, T Peet, CA Ferreira, AM Jorge, EF Gomes
2016   A Study of Objectionable Images Classification with Deep Convolutional Neural Networks  TH Lee
2016   Classification of Alzheimer's Disease Structural MRI Data by Deep Learning Convolutional Neural Networks  S Sarraf, G Tofighi
2016   Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks  Y Chen, H Jiang, C Li, X Jia, P Ghamisi
2016   Traffic sign classification with deep convolutional neural networks  J CREDI
2016   Machine fault classification using deep belief network  Z Chen, X Zeng, W Li, G Liao
2016   Dynamical System Classification with Diffusion Embedding for ECG-Based Person Identification  J Sulam, Y Romano, R Talmon
2016   Computer-aided Decision Support System for Classification of Pigmented Skin Lesions  Q Abbas
2016   Automatic Detection and Classification of Oil Tanks in Optical Satellite Images Based on Convolutional Neural Network  Q Wang, J Zhang, X Hu, Y Wang
2016   Combining Generative and Discriminative Neural Networks for Sleep Stages Classification  EP Giri, MI Fanany, AM Arymurthy
2016   Sequence-based Sleep Stage Classification using Conditional Neural Fields  IN Yulita, MI Fanany, AM Arymurthy
2016   A Region Based Convolutional Network for Tumor Detection and Classification in Breast Mammography  S Hasoul, R Ben
2016   Sequential classification using deep learning  G Chen
2016   Deep Fish Deep Learning–Based Classification of Zebrafish Deformation for High-Throughput Screening  O Ishaq, SK Sadanandan, C Wählby
2016   Towards area classification for large-scale fingerprint-based system  S He, J Tan, SHG Chan
2016   An Efficient Multi-Label Image Classification Method for Image Annotation  A Dhurandher, B CSVTU, S Jain
2016   Domain adaptation of image classification based on collective target nearest-neighbor representation  S Tang, M Ye, Q Liu, F Li
2016   Error-correcting output codes for multi-label emotion classification  C Li, Z Feng, C Xu
2016   Task-driven deep transfer learning for image classification  Z Ding, NM Nasrabadi, Y Fu
2016   Fixed-Point Evaluation of Extreme Learning Machine for Classification  Y Xu, J Jiang, J Jiang, Z Liu, J Xu
2016   Multi-layer Online Sequential Extreme Learning Machine for Image Classification  B Mirza, S Kok, F Dong
2016   Application of Classifier Integration Model with Convolutional Neural Networks to an Object Classification Task  DC Park
2016   Image Classification using Fast Learning Convolutional Neural Networks  K Lee, DC Park
2016   Deep Action Classification via Matrix Completion  S Bomma, NM Robertson
2016   Histopathological Image Classification Using Random Binary Hashing Based PCANet and Bilinear Classifier  J Wu, J Shi, Y Li, J Suo, Q Zhang
2016   EEG-based affect states classification using Deep Belief Networks  H Xu, KN Plataniotis
2016   Classification of Power Quality Disturbances via Deep Learning  J Ma, J Zhang, L Xiao, K Chen, J Wu
2016   A Hybrid Approach for Sleep Stages Classification  A Ouanes, L Rejeb
2016   A deep learning based approach to classification of CT brain images  XW Gao, R Hui
2016   On Study of the Binarized Deep Neural Network for Image Classification  S Wang, D Ren, L Chen, W Fan, J Sun, S Naoi
2016   Pulmonary Nodule Classification with Deep Convolutional Neural Networks on Computed Tomography Images  W Li, P Cao, D Zhao, J Wang
2016   Object Classification Using Stacked Autoencoder and Convolutional Neural Network  VCR Gottimukkula
2016   Satellite Imagery Classification Based on Deep Convolution Network  Z Ma, Z Wang, C Liu, X Liu
2016   Multi-Organ Cancer Classification and Survival Analysis  S Bauer, N Carion, P Schüffler, T Fuchs, P Wild
2016   A stacked sparse autoencoder based architecture for Punjabi and English spoken language classification using MFCC features  V Arora, P Sood, KU Keshari
2016   Environmental Sound Classification Using Cen-Tral Auditory Representations And Deep Neural Networks  K Chen, L Yang, Z Sang
2016   Computer-Aided Colorectal Tumor Classification in NBI Endoscopy Using CNN Features  T Tamaki, S Sonoyama, T Hirakawa, B Raytchev
2016   Sympathy for the Details: Dense Trajectories and Hybrid Classification Architectures for Action Recognition  CR de Souza, A Gaidon, E Vig, AM López
2016   Encrypted image classification based on multilayer extreme learning machine  W Wang, CM Vong, Y Yang, PK Wong
2016   Class-wise Deep Dictionaries for EEG Classification  P Khurana, A Majumdar, R Ward
2016   Classification and Segmentation of Satellite Orthoimagery Using Convolutional Neural Networks  M Längkvist, A Kiselev, M Alirezaie, A Loutfi
2016   Convolutional Networks for EEG Signal Classification in Non-Invasive Brain-Computer Interfaces  E Forney, C Anderson, W Gavin, P Davies
2016   Audio signals encoding for cough classification using convolutional neural networks: A comparative study  HH Wang, JM Liu, M You, GZ Li
2016   Learning Document Embeddings by Predicting N-grams for Sentiment Classification of Long Movie Reviews  B Li, T Liu, X Du, D Zhang, Z Zhao
2016   A Comparative Study on Music Genre Classification Algorithms  W Stokowiec
2016   Multi-Scale Convolutional Neural Networks for Time Series Classification  Z Cui, W Chen, Y Chen
2016   Computer-aided classification of mammographic masses using the deep learning technology: a preliminary study  Y Qiu, S Yan, M Tan, S Cheng, H Liu, B Zheng
2016   Hyperspectral image reconstruction by deep convolutional neural network for classification  Y Li, W Xie, H Li
2016   Image Classification Based on Image Hash Convolution Neural Network  Y Chen, Y Yan, D Zhao
2016   Classification of CT brain images based on deep learning networks  XW Gao, R Hui, Z Tian
2016   Classification of remote sensed images using random forests and deep learning framework  S Piramanayagam, W Schwartzkopf, FW Koehler
2016   Deep Neural Network Framework and Transformed MFCCs for Speaker's Age and Gender Classification  Z Qawaqneh, AA Mallouh, BD Barkana
2016   ILMSAF Based Speech Enhancement with DNN and Noise Classification  R Li, Y Liu, Y Shi, L Dong, CUI Weili
2016   Comparing Shallow versus Deep Neural Network Architectures for Automatic Music Genre Classification  A Schindler, T Lidy, A Rauber
2016   Avian retinal photoreceptor detection and classification using Convolutional Neural Networks  ED Collier
2016   Audio and Speech Classification Applied to Child Sexual Abuse Investigation  O Montin, G Mörtberg
2016   Investigating the Impact of Unsupervised Feature-Extraction from Multi-Wavelength Image Data for Photometric Classification of Stars, Galaxies and QSOs  A Lindh
2016   From On-Road to Off: Transfer Learning Within a Deep Convolutional Neural Network for Segmentation and Classification of Off-Road Scenes  CJ Holder, TP Breckon, X Wei
2016   Semisupervised classification for hyperspectral image based on multi-decision labeling and deep feature learning  X Ma, H Wang, J Wang
2016   Convolutional Neural Network Classification of Hyperspectral Imagery in the San Francisco Bay Area, California  D Giudici
2016   Character-level Convolutional Network for Text Classification Applied to Chinese Corpus  W Huang, J Wang
2016   Multitask Learning for Text Classification with Deep Neural Networks  HG Noushahr, S Ahmadi
2016   Deep convolutional neural networks for classification of mild cognitive impaired and Alzheimer's disease patients from scalp EEG recordings  FC Morabito, M Campolo, C Ieracitano, JM Ebadi
2016   Classification of node degree based on deep learning and routing method applied for virtual route assignment  YM Lee
2016   Deep Learning With Attribute Profiles for Hyperspectral Image Classification  E Aptoula, MC Ozdemir, B Yanikoglu
2016   LyS at SemEval-2016 Task 4: Exploiting Neural Activation Values for Twitter Sentiment Classification and Quantification  D Vilaresa, Y Dovala, MA Alonsoa
2016   Vehicle type classification via adaptive feature clustering for traffic surveillance video  S Wang, F Liu, Z Gan, Z Cui
2016   Self-Adaptive Parameters Optimization for Incremental Classification in Big Data Using Neural Network  S Fong, C Fang, N Tian, R Wong, BW Yap
2016   Deep Image Retrieval And Classification On Sparknet  H Li, P Su
2016   Spatial contextual superpixel model for natural roadside vegetation classification  L Zhang, B Verma, D Stockwell
2016   Wishart Deep Stacking Network for Fast POLSAR Image Classification  L Jiao, F Liu
2016   A new variance-based approach for discriminative feature extraction in machine hearing classification using spectrogram features  Z Xie, I McLoughlin, H Zhang, Y Song, W Xiao
2016   Using convolutional features and a sparse autoencoder for land-use scene classification  E Othman, Y Bazi, N Alajlan, H Alhichri, F Melgani
2016   Deep Learning for Brain Tumor Classification  JS Paul
2016   Decision Trees and Deep Networks for Pattern Classification  A Gupta
2016   Music staff removal with supervised pixel classification  J Calvo
2016   Classification of human activity on water through micro-Dopplers using deep convolutional neural networks  Y Kim, T Moon
2016   A Semantic RBM-based Model for Image Set Classification  S Elaiwat, M Bennamoun, F Boussaid
2016   Deep Neural Network for Short-Text Sentiment Classification  X Li, J Pang, B Mo, Y Rao, FL Wang
2016   Contextual Deep CNN Based Hyperspectral Classification  H Lee, H Kwon
2016   Task-specific feature extraction and classification of fMRI volumes using a deep neural network initialized with a deep belief network: Evaluation using sensorimotor …  H Jang, SM Plis, VD Calhoun, JH Lee
2016   Unsupervised learning for image classification  Y Lu
2016   Hyperspectral Imagery Classification Using Sparse Representations of Convolutional Neural Network Features  H Liang, Q Li
2016   An Analysis of Shallow and Deep Representations of Speech Based on Unsupervised Classification of Isolated Words  G Salvi
2016   Classification of ships using real and simulated data in a convolutional neural network  AO Knapskog, C Cochin, JC Louvigne
2016   Directly Modeling Missing Data in Sequences with RNNs: Improved Classification of Clinical Time Series  ZC Lipton, DC Kale, R Wetzel
2016   SketchNet: Sketch Classification With Web Images  H Zhang, S Liu, C Zhang, W Ren, R Wang, X Cao
2016   Text classification based on deep belief network and softmax regression  M Jiang, Y Liang, X Feng, X Fan, Z Pei, Y Xue, R Guan
2016   Facial Attributes Classification Using Multi-Task Representation Learning  M Ehrlich, TJ Shields, T Almaev, MR Amer
2016   Benchmarking Deep Learning Frameworks for the Classification of Very High Resolution Satellite Multispectral Data  M Papadomanolaki, M Vakalopoulou, S Zagoruyko
2016   Fish species classification in unconstrained underwater environments based on deep learning  A Salman, A Jalal, F Shafait, A Mian, M Shortis
2016   Learning Deep Representation for Imbalanced Classification  C Huang, Y Li, C Change Loy, X Tang
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2016   An Empirical Evaluation of various Deep Learning Architectures for Bi-Sequence Classification Tasks  A Laha, V Raykar
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2016   Transform-Invariant Convolutional Neural Networks for Image Classification and Search  X Shen, X Tian, A He, S Sun, D Tao
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2016   Efficient Character-level Document Classification by Combining Convolution and Recurrent Layers  Y Xiao, K Cho
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2016   POL-SAR Image Classification Based on Wishart DBN and Local Spatial Information  F Liu, L Jiao, B Hou, S Yang
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2016   Deep Convolutional Extreme Learning Machine and Its Application in Handwritten Digit Classification  S Pang, Y Xinyi
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2016   Android Malware Classification Using Parallelized Machine Learning Methods  L Xu
2016   Principal curvatures based rotation invariant algorithms for efficient texture classification  K Hanbay, N Alpaslan, MF Talu, D Hanbay
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2016   Unsupervised spectral sub-feature learning for hyperspectral image classification  V Slavkovikj, S Verstockt, W De Neve, S Van Hoecke
2016   String representations and distances in deep convolutional neural networks for image classification  C Barat, C Ducottet
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2016   Knowledge Transfer for Utterance Classification in Low-Resource Languages  A Smirnov, V Mendelev
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2016   Food/Non-food Image Classification and Food Categorization using Pre-Trained GoogLeNet Model  A Singla, L Yuan, T Ebrahimi
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2016   Semi-supervised Variational Autoencoders for Sequence Classification  W Xu, H Sun
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2016   Deep learning based classification of breast tumors with shear-wave elastography  Q Zhang, Y Xiao, W Dai, J Suo, C Wang, J Shi
2016   Neural Probabilistic Models for Melody Prediction, Sequence Labelling and Classification  S Cherla
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2016   X-ray Scattering Image Classification Using Deep Learning  B Wang, K Yager, D Yu, M Hoai
2016   Photograph aesthetical evaluation and classification with Deep Convolutional Neural Networks  Y Tan, P Tang, Y Zhou, W Luo, Y Kang, G Li
2016   Histopathological Image Classification with Color Pattern Random Binary Hashing Based PCANet and Matrix-Form Classifier.  J Shi, J Wu, Y Li, Q Zhang, S Ying
2016   Deep Learning Human Mind for Automated Visual Classification  C Spampinato, S Palazzo, I Kavasidis, D Giordano
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2016   Exploiting Temporal Information for DCNN-based Fine-Grained Object Classification  ZY Ge, C McCool, C Sanderson, P Wang, L Liu, I Reid
2016   Image classification based on convolutional neural networks with cross-level strategy  Y Liu, B Yin, J Yu, Z Wang
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2016   Deep learning concept for hyperspectral imagery classification  SA Stankevich, IA Piestova, VN Podorvan
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2016   A review on Speech and image classification applications using deep neural networks  EMK Dhaliwal, EA Singla
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2016   Convolutional Neural Networks for Large-Scale Remote Sensing Image Classification  E Maggiori, Y Tarabalka, G Charpiat, P Alliez
2016   Classification of classic Turkish music makams by using deep belief networks  MAK Sağun, B Bolat
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2016   Deep Spectral-Based Shape Features for Alzheimer's Disease Classification  M Shakeri, H Lombaert, S Tripathi, S Kadoury
2016   Classification of Speaker Intoxication Using a Bidirectional Recurrent Neural Network  K Berninger, J Hoppe, B Milde
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2016   CURL: Image Classification using Co-training and Unsupervised Representation Learning  S Bianco, G Ciocca, C Cusano
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2016   Deep Learning in Label-free Cell Classification  CL Chen, A Mahjoubfar, LC Tai, IK Blaby, A Huang
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2016   Multi-crop Convolutional Neural Networks for Lung Nodule Malignancy Suspiciousness Classification  W Shen, M Zhou, F Yang, D Yu, D Dong, C Yang
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2016   Virtual Adversarial Training for Semi-Supervised Text Classification  T Miyato, AM Dai, I Goodfellow
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2015   A Robust Deep Model for Improved Classification of AD/MCI Patients  F Li, L Tran, KH Thung, S Ji, D Shen, J Li
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2015   Automatic classification of pulmonary peri-fissural nodules in computed tomography using an ensemble of 2D views and a convolutional neural network out-of-the-box  F Ciompi, B de Hoop, SJ van Riel, K Chung
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2015   Dynamic texture and scene classification by transferring deep image features  X Qi, CG Li, G Zhao, X Hong, M Pietikäinen
2015   Cattle Race Classification Using Gray Level Co-occurrence Matrix Convolutional Neural Networks  MM Santoni, DI Sensuse, AM Arymurthy, MI Fanany
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2015   Overview of the ImageCLEF 2015 medical classification task  AGS de Herrera, H Müller, S Bromuri
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2015   Evaluating Two-Stream CNN for Video Classification  H Ye, Z Wu, RW Zhao, X Wang, YG Jiang, X Xue
2015   Ensemble Classification Restricted Boltzmann Machines: A Deep Learning Based Classification Method⋆  P Zhanga, G Zhangb, Q Panc
2015   Deep Learning Based Feature Selection for Remote Sensing Scene Classification  Q Zou, L Ni, T Zhang, Q Wang
2015   High-Resolution SAR Image Classification via Deep Convolutional Autoencoders  J Geng, J Fan, H Wang, X Ma, B Li, F Chen
2015   A topological approach for protein classification  Z Cang, L Mu, K Wu, K Opron, K Xia, GW Wei
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2015   Multi-Layer and Recursive Neural Networks for Metagenomic Classification  G Ditzler, R Polikar, G Rosen
2015   Road marking detection and classification using machine learning algorithms  T Chen, Z Chen, Q Shi, X Huang
2015   Pattern-Based Emotion Classification on Social Media  E Tromp, M Pechenizkiy
2015   Deep Transfer Learning Ensemble for Classification  C Kandaswamy, LM Silva, LA Alexandre, JM Santos
2015   Feature Fusion, Feature Selection and Local N-ary Patterns for Object Recognition and Image Classification  W Sheng
2015   The Investigation of Deep Data Representations Based on Decision Tree Ensembles for Classification Problems  P Druzhkov, V Kustikova
2015   Scene Classification via a Gradient Boosting Random Convolutional Network Framework  F Zhang, B Du, L Zhang
2015   Data Stream Classification using Random Feature Functions and Novel Method Combinations  D Marrón, J Read, A Bifet, N Navarro
2015   Gearbox Fault Identification and Classification with Convolutional Neural Networks  ZQ Chen, C Li, RV Sanchez
2015   On combining multiscale deep learning features for the classification of hyperspectral remote sensing imagery  W Zhao, Z Guo, J Yue, X Zhang, L Luo
2015   Hierarchical Deep Learning Architecture For 10K Objects Classification  AL Katole, KP Yellapragada, AK Bedi, SS Kalra
2015   Deep Learning for Imbalanced Multimedia Data Classification  Y Yan, M Chen, ML Shyu, SC Chen
2015   Classification of uncooperative vehicles with sparse laser Doppler vibrometry measurements  J Wei, CH Liu, Z Zhu, O Mendoza
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2015   DeepChart: Combining Deep Convolutional Networks and Deep Belief Networks in Chart Classification  B Tang, X Liu, J Lei, M Song, D Tao, S Sun, F Dong
2015   Classification of Occluded Objects using Fast Recurrent Processing  O Yilmaz
2015   Topic Network: Topic Model with Deep Learning for Image Classification  Z Pan, Y Liu, G Liu, M Guo, Y Li
2015   Phoneme sequence recognition via DTW-based classification  H Hamooni, A Mueen, A Neel
2015   Text Classification Using  K Hatano, T Takada, T Takagi
2015   Cross-Layer Features In Convolutional Neural Networks For Generic Classification Tasks  KC Peng, T Chen
2015   Learning From Massive Noisy Labeled Data for Image Classification  T Xiao, T Xia, Y Yang, C Huang, X Wang
2015   Ontological Supervision for Fine Grained Classification of Street View Storefronts  Y Movshovitz
2015   Multiview Deep Learning for Land-Use Classification  FPS Luus, BP Salmon, F van den Bergh, BTJ Maharaj
2015   Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery  F Hu, GS Xia, J Hu, L Zhang
2015   An Empirical Study on Sentiment Classification of Chinese Review using Word Embedding  Y Lin, H Lei, J Wu, X Li
2015   SWATCS65: Sentiment Classification Using an Ensemble of Class Projects  R Wicentowski
2015   Age and Gender Classification using Convolutional Neural Networks  G Levi, T Hassner
2015   Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy?  R Giryes, G Sapiro, AM Bronstein
2015   Deep Multiple Instance Learning for Image Classification and Auto-Annotation  J Wu, Y Yu, C Huang, K Yu
2015   NEUDM: A System for Topic-Based Message Polarity Classification  Y Wang, Y Wang, S Feng, D Wang, Y Zhang
2015   Dense vs Sparse: A Comparative Study of Sampling Analysis in Scene Classification of High-Resolution Remote Sensing Imagery  J Hu, GS Xia, F Hu, L Zhang
2015   SA-CNN: Dynamic Scene Classification using Convolutional Neural Networks  A Gangopadhyay, SM Tripathi, I Jindal, S Raman
2015   Aerial Scene Classification with Convolutional Neural Networks  S Jia, H Liu, F Sun
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2015   Spectral classification using convolutional neural networks  P Hála
2015   Fast, simple and accurate handwritten digit classification using extreme learning machines with shaped input-weights  MD McDonnell, MD Tissera, A van Schaik, J Tapson
2015   Deep Roto-Translation Scattering for Object Classification  E Oyallon, S Mallat
2015   Plankton Classification Using Hybrid Convolutional Network-Random Forests Architectures  P Jindal, R Mundra
2015   Deep Networks for Early Stage Skin Disease and Skin Cancer Classification  A Esteva
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2015   Active Online Confidence Boosting for Efficient Object Classification  D Mund, R Triebel, D Cremers
2015   Flip-Rotate-Pooling Convolution and Split Dropout on Convolution Neural Networks for Image Classification  F Wu, P Hu, D Kong
2015   Land Use Classification in Remote Sensing Images by Convolutional Neural Networks  M Castelluccio, G Poggi, C Sansone, L Verdoliva
2015   A Study of General Fine-Grained Classification with Deep Convolutional Neural Networks  TH Lee
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2015   Rough Deep Belief Network-Application to Incomplete Handwritten Digits Pattern Classification  WK Mleczko, T Kapuściński, RK Nowicki
2015   Breast cancer classification using deep belief networks  AM Abdel
2015   Deep Belief Network Based 3D Models Classification in Building Information Modeling  L Wang, Z Zhao, N Xu
2015   Impact of classification of lab assignments and problem solving approach in object oriented programming lab course: A case study  KMM Rajashekharaiah, MS Patil, GH Joshi
2015   An Improved Bilinear Deep Belief Network Algorithm for Image Classification  N Jie, B Xiongzhu, L Zhong, W Yao
2015   Spectral–Spatial Classification of Hyperspectral Data Based on Deep Belief Network  Y Chen, X Zhao, X Jia
2015   P300 classification using deep belief nets  A Sobhani
2015   Deep Convolutional Neural Networks for Hyperspectral Image Classification  W Hu, Y Huang, W Li, F Zhang, H Li
2015   Incremental Learning of Random Forests for Large-Scale Image Classification  M Ristin, M Guillaumin, J Gall, L Van Gool
2015   A Novel Method Based on Data Visual Autoencoding for Time-Series Classification  C Qian, Y Wang, L Guo
2015   Kernel principal component analysis network for image classification  D Wu, J Wu, R Zeng, L Jiang, L Senhadji, H Shu
2015   Deep Learning for Surface Material Classification Using Haptic And Visual Information  H Zheng, L Fang, M Ji, M Strese, Y Ozer, E Steinbach
2015   Klasik Türk Müziği Makamlarının Derin Anlama Ağları ile Sınıflandırılması Classification of Classic Turkish Music Makams by Using Deep Belief Networks  MA Kızrak, B Bolat
2015   Lr-Cnn For Fine-Grained Classification With Varying Resolution  M Chevalier, N Thome, M Cord, J Fournier, G Henaff
2015   Multi-Manifold Deep Metric Learning for Image Set Classification  J Lu, G Wang, W Deng, P Moulin, J Zhou
2015   A New multi-instance multi-label learning approach for image and text classification  K Yan, Z Li, C Zhang
2015   Adaptive Decision-Level Fusion For Fongbe Phoneme Classification Using Fuzzy Logic and Deep Belief Networks  FAA LALEYE, EC EZIN, C MOTAMED
2015   Urban Land Use and Land Cover Classification Using Remotely Sensed SAR Data through Deep Belief Networks  Q Lv, Y Dou, X Niu, J Xu, J Xu, F Xia
2015   Study on Binary Multilayer Neural Networks with EBP Algorithm on Image Classification  Z Cheng, D Soudry, Z Mao, Z Lan
2015   Deep learning for speech classification and speaker recognition  MM Saleem
2015   Compact deep neural networks for device based image classification  Z Zheng, Z Li, A Nagar, K Park
2015   Computational Aesthetics of Photos Quality Assessment and Classification Based on Artificial Neural Network with Deep Learning Methods  Y Zhou, G Li, Y Tan
2015   Automatic sleep stage classification based on sparse deep belief net and combination of multiple classifiers  J Zhang, Y Wu, J Bai, F Chen
2015   Multi-label Classification using Labels as Hidden Nodes  J Read, J Hollmén
2015   Beyond Short Snippets: Deep Networks for Video Classification  JYH Ng, M Hausknecht, S Vijayanarasimhan, O Vinyals
2015   Deep learning for multi-label land cover classification  K Karalas, G Tsagkatakis, M Zervakis, P Tsakalides
2015   Insights into Audio-Based Multimedia Event Classification with Neural Networks  M Ravanelli, B Elizalde, J Bernd, G Friedland
2015   Hyperspectral Image Classification with Convolutional Neural Networks  V Slavkovikj, S Verstockt, W De Neve, S Van Hoecke
2015   Place classification with a graph regularized deep neural network model  Y Liao, S Kodagoda, Y Wang, L Shi, Y Liu
2015   Multimodal deep support vector classification with homologous features and its application to gearbox fault diagnosis  C Li, RV Sanchez, G Zurita, M Cerrada, D Cabrera
2015   Comparison of Image Classification Models on Varying Dataset Sizes  TP Wiradarma
2015   Video captioning with recurrent networks based on frame-and video-level features and visual content classification  R Shetty, J Laaksonen
2015   Automatic segmentation and classification of tendon nuclei from IHC stained images  CP Kuok, PT Wu, IM Jou, FC Su, YN Sun
2015   A Scale and Translation Invariant Approach for Early Classification of Spatio-Temporal Patterns Using Spiking Neural Networks  B Rekabdar, M Nicolescu, M Nicolescu, MT Saffar
2015   Prior Knowledge-Based Automatic Object-Oriented Hierarchical Classification for Updating Detailed Land Cover Maps  T Wu, J Luo, L Xia, Z Shen, X Hu
2015   PredcircRNA: computational classification of circular RNA from other long non-coding RNA using hybrid features  X Pan, K Xiong
2015   Higher-level Feature Combination via Multiple Kernel Learning for Image Classification  W Luo, J Yang, W Xu, J Li, J Zhang
2015   Using Neural Networks for Image Classification  T Kang
2015   Multi-channel electromyography pattern classification using deep belief networks for enhanced user experience  H SHIM, S LEE
2015   Spectral–spatial classification of hyperspectral images using deep convolutional neural networks  J Yue, W Zhao, S Mao, H Liu
2015   Hybrid Deep Learning for Plant Leaves Classification  Z Liu, L Zhu, XP Zhang, X Zhou, L Shang, ZK Huang
2015   Fast, Simple and Accurate Handwritten Digit Classification by Training Shallow Neural Network Classifiers with the 'Extreme Learning Machine'Algorithm  MD McDonnell, MD Tissera, T Vladusich, A van Schaik
2015   Chinese Microblog Sentiment Classification Based on Deep Belief Nets with Extended Multi-Modality Features  X Sun, C Li, W Xu, F Ren
2015   Neural Conditional Energy Models for Multi-label Classification  H Jing, SD Lin
2015   Constrained Extreme Learning Machines: A Study on Classification Cases  W Zhu, J Miao, L Qing
2015   Rényi Divergence Based Generalization for Learning of Classification Restricted Boltzmann Machines  Q Yu, Y Hou, X Zhao, G Cheng
2015   Credit Risk Classification Using Discriminative Restricted Boltzmann Machines  Q Li, J Zhang, Y Wang, K Kang
2015   Hyperspectral classification via deep networks and superpixel segmentation  Y Liu, G Cao, Q Sun, M Siegel
2015   Fusing Multi-Stream Deep Networks for Video Classification  Z Wu, YG Jiang, X Wang, H Ye, X Xue, J Wang
2015   Off-the-Shelf CNN Features for Fine-Grained Classification of Vessels in a Maritime Environment  F Bousetouane, B Morris
2015   Image Classification Using Appearance Based  D Masri, Z Aung, WL Woon
2015   Cross-lingual sentiment classification with stacked autoencoders  G Zhou, Z Zhu, T He, XT Hu
2015   Emotion Recognition & Classification using Neural Networks  K Koupidis, A Ioannis
2015   A P300-Based BCI Classification Algorithm Using Least Square Support Vector Machine  VN Raju, IH Ra, R Sankar
2015   Relation Classification via Recurrent Neural Network  D Zhang, D Wang
2015   Automatic Classification of Body Parts X-ray Images  M Aboud, AB Spanier, L Joskowicz
2015   Combining Convolutional Neural Network and Support Vector Machine for Sentiment Classification  Y Cao, R Xu, T Chen
2015   Cough event classification by pretrained deep neural network  JM Liu, M You, Z Wang, GZ Li, X Xu, Z Qiu
2015   Toward a General-Purpose Heterogeneous Ensemble for Pattern Classification  L Nanni, S Brahnam, S Ghidoni, A Lumini
2015   Cross-Level: A Practical Strategy for Convolutional Neural Networks Based Image Classification  Y Liu, B Yin, J Yu, ZF Wang
2015   2DPCANet: Dayside Aurora Classification Based on Deep Learning  Z Jia, B Han, X Gao
2015   Negative-Supervised Cascaded Deep Learning for Traffic Sign Classification  K Xie, S Ge, R Yang, X Lu, L Sun
2015   Sparse Deep Stacking Network for Image Classification  J Li, H Chang, J Yang
2015   Classification with Truncated l1 Distance Kernel  X Huang, JAK Suykens, S Wang, A Maier, J Hornegger
2015   Ensemble of Deep Neural Networks Using Acoustic Environment Classification for Statistical Model-Based Voice ActivityDetection  I Hwang, HM Park, JH Chang
2015   Improving deep neural networks classification by preprocessing images  H Erdmann, FT Ito, D Takabayashi, DN dos Santos
2015   Deep learning with shallow architecture for image classification  A ElAdel, R Ejbali, M Zaied, C Ben Amar
2015   Unsupervised feature learning for scene classification of high resolution remote sensing image  M Fu, Y Yuan, X Lu
2015   Fusing Subcategory Probabilities for Texture Classification  Y Song, W Cai, Q Li, F Zhang, DD Feng, H Huang
2015   A Biclustering Approach for Classification with Mislabeled Data  FO de França, ALV Coelho
2015   Color Image Classification via Quaternion Principal Component Analysis Network  R Zeng, J Wu, Z Shao, Y Chen, L Senhadji, H Shu
2015   Imaging and representation learning of solar radio spectrums for classification  Z Chen, L Ma, L Xu, C Tan, Y Yan
2015   Multi-manifold Sparse Graph Embedding for Multi-modal Image Classification  J Li, Y Wu, J Zhao, K Lu
2015   Image classification using boosted local features with random orientation and location selection  C Zhang, J Cheng, Y Zhang, J Liu, C Liang, J Pang
2015   Be at Odds? Deep and Hierarchical Neural Networks for Classification and Regression of Conflict in Speech  R Brueckner, B Schuller
2015   Gender classification of subjects from cerebral blood flow changes using Deep Learning  T Hiroyasu, K Hanawa, U Yamamoto
2015   On the Importance of Objects in Human Action Classification  A Rosenfeld, S Ullman
2015   Musical notes classification with Neuromorphic Auditory System using FPGA and a Convolutional Spiking Network  E Cerezuela
2015   Multi-Object Classification and Unsupervised Scene Understanding Using Deep Learning Features and Latent Tree Probabilistic Models  T Nimmagadda, A Anandkumar
2015   Research on a Pulmonary Nodule Segmentation Method Combining Fast Self-Adaptive FCM and Classification  H Liu, CM Zhang, ZY Su, K Wang, K Deng
2015   Enhanced Image Classification With a Fast-Learning Shallow Convolutional Neural Network  MD McDonnell, T Vladusich
2015   Efficient Large Scale Video Classification  B Varadarajan, G Toderici, S Vijayanarasimhan
2015   Accelerating Very Deep Convolutional Networks for Classification and Detection  X Zhang, J Zou, K He, J Sun
2015   Deep Unordered Composition Rivals Syntactic Methods for Text Classification  M Iyyer, V Manjunatha, J Boyd
2015   Efficient Multi-temporal hyperspectral signatures classification using a Gaussian-Bernoulli RBM based approach  S Hemissi, IR Farah
2015   Iterative 3D shape classification by online metric learning  M Song, Z Sun, K Liu, X Lang
2015   A novel pLSA based Traffic Signs Classification System  M Haloi
2015   Image Classification Using Images with Separate Grayscale and Color Channels  H Jin, T Le Paine, J Yang, Z Lin, JW Brandt
2015   Artificial Metaplasticity for Deep Learning: Application to WBCD Breast Cancer Database Classification  J Fombellida, S Torres
2015   Environmental sound classification with convolutional neural networks  KJ Piczak
2015   An analysis of deep neural networks for texture classification  LG Hafemann
2015   Multimodal Video Classification with Stacked Contractive Autoencoders  Y Liu, X Feng, Z Zhou
2015   Comparative Study Of Machine Learning Techniques For Supervised Classification Of Biomedical Data  PD AR, SM Zdenek
2015   Classification with boosting of extreme learning machine over arbitrarily partitioned data  FÖ Çatak
2015   A Dependency-Based Neural Network for Relation Classification  Y Liu, F Wei, S Li, H Ji, M Zhou, H Wang
2015   Sleep Stages Classification Using Neural Networks with Multi-channel Neural Data  Z Ge, Y Sun
2015   The Unsupervised Hierarchical Convolutional Sparse Auto-Encoder for Neuroimaging Data Classification  X Han, Y Zhong, L He, SY Philip, L Zhang
2015   Feedforward kernel neural networks, generalized least learning machine, and its deep learning with application to image classification  S Wang, Y Jiang, FL Chung, P Qian
2015   Chart classification by combining deep convolutional networks and deep belief networks  X Liu, B Tang, Z Wang, X Xu, S Pu, D Tao, M Song
2015   Joint time-frequency scattering for audio classification  J Anden, V Lostanlen, S Mallat
2015   Human Detection and Activity Classification Based on Micro-Doppler Signatures Using Deep Convolutional Neural Networks  Y Kim, T Moon
2015   A Multichannel Deep Belief Network for the Classification of EEG Data  AM Al
2015   Faster method for Deep Belief Network based Object classification using DWT  S Sihag, PK Dutta
2015   Hierarchical Feature Learning With Dropout K-Means for Hyperspectral Image Classification  F Zhang, B Du, L Zhang, L Zhang
2015   Multimodal Learning for Classification of Solar Radio Spectrum  Z Chen, L Ma, L Xu, Y Weng, Y Yan
2015   Sparse Coral Classification Using Deep Convolutional Neural Networks  M Elawady
2015   Building superposition of deep learning neural networks for solving the problem of time series classification  MS Popova, V Strijov
2015   An Evaluation of Classification Accuracy in a Multilayer Perceptron  H Yui, S Bhalla
2015   Deep Learning For Semantic Parsing Including Semantic Utterance Classification  YN Dauphin, DZ Hakkani
2015   Multi-pose face ensemble classification aided by Gabor features and deep belief nets  Y Chen, T Huang, H Liu, D Zhan
2015   Evidence-Based Patient Classification for Traditional Chinese Medicine  GZ Li, KF Chung, J Poon
2015   Advances in Patient Classification for Traditional Chinese Medicine: A Machine Learning Perspective  C Zhao, GZ Li, C Wang, J Niu
2015   Hierachical Feature Extraction by Multi-layer Non-negative Matrix Factorization Network for Classification Task  HA Song, BK Kim, TL Xuan, SY Lee
2015   Multi-Channel EEG based Sleep Stage Classification with Joint Collaborative Representation and Multiple Kernel Learning  J Shi, X Liu, Y Li, Q Zhang, Y Li, S Yin
2015   An RGB-D based Image Set Classification for Robust Face Recognition from Kinect Data  M Hayat, M Bennamoun, AA El
2015   Novel Convolutional Neural Networks for Deep Learning and Its Applications to General Image Classification  PH Liu
2015   A discriminative reliability-aware classification model with applications to intelligibility classification in pathological speech  N Kumar, SS Narayanan
2015   Discriminative Interpolation for Classification of Functional Data  R Haber, A Rangarajan, AM Peter
2015   Modeling Spatial-Temporal Clues in a Hybrid Deep Learning Framework for Video Classification  Z Wu, X Wang, YG Jiang, H Ye, X Xue
2015   Comparing Recursive Autoencoder and Convolutional Network for Phrase-Level Sentiment Polarity Classification  J Jurgovsky, M Granitzer
2015   Imaging Time-Series to Improve Classification and Imputation  Z Wang, T Oates
2015   Design and Implementation of Novel Agricultural Remote Sensing Im-age Classification Framework through Deep Neural Network and Multi-Feature Analysis  Y ZHANG
2015   Highly Accurate Food/Non-Food Image Classification Based on a Deep Convolutional Neural Network  H Kagaya, K Aizawa
2015   Holistic Classification of CT Attenuation Patterns for Interstitial Lung Diseases via Deep Convolutional Neural Networks  M Gao, U Bagci, L Lu, A Wu, M Buty, HC Shin, H Roth
2015   Classification Factored Gated Restricted Boltzmann Machine  I Sorokin
2015   Emphysema Classification Using Convolutional Neural Networks  X Pei
2015   Segmentation of an Input by Cut Point Classification  L Wang, T Deselaers, HA Rowley
2015   Deep sparse coding network for image classification  S Zhou, S Zhang, J Wang
2015   Deep learning-based tree classification using mobile LiDAR data  H Guan, Y Yu, Z Ji, J Li, Q Zhang
2015   On Binary Classification with Single-Layer Convolutional Neural Networks  S Mehri
2015   Robust gender classification on unconstrained face images  F Nian, L Li, T Li, C Xu
2015   Vehicle detection and classification based on convolutional neural network  D He, C Lang, S Feng, X Du, C Zhang
2015   Statistical Testing Of Segment Homogeneity In Classification Of Piecewise-Regular Objects  A SAVCHENKO, N BELOVA
2015   Learning a Deep Hybrid Model for Semi-Supervised Text Classification  AG Ororbia II, CL Giles, D Reitter
2015   Deep learning and its application to general image classification  PH Liu, SF Su, MC Chen, CC Hsiao
2015   Feature Learning HyperNEAT: Evolving Neural Networks to Extract Features for Classification of Maritime Satellite Imagery  P Verbancsics, J Harguess
2015   Sparse Robust Filters for Scene Classification of Synthetic Aperture Radar (SAR) Images  S Yang, M Wang, H Long, Z Liu
2015   Applying skip-gram word estimation and SVM-based classification for opinion mining Vietnamese food places text reviews  DH Phan, TD Cao
2015   DEFEATnet--A Deep Conventional Image Representation for Image Classification  S Gao, L Duan, I Tsang
2014   The Application of Two-level Attention Models in Deep Convolutional Neural Network for Fine-grained Image Classification  T Xiao, Y Xu, K Yang, J Zhang, Y Peng, Z Zhang
2014   Auditory Scene Classification with Deep Belief Network  L Xue, F Su
2014   Audio Concept Classification With Hierarchical Deep Neural Networks  M Ravanelli, B Elizalde, K Ni, G Friedland, FB Kessler
2014   Audio-only bird classification using unsupervised feature learning  D Stowell, MD Plumbley
2014   Image classification via learning dissimilarity measure in non-euclidean spaces  L Chen, S Zhu, Z Li, J Hu
2014   Modeling of class imbalance using an empirical approach with spambase dataset and random forest classification  K Kotipalli, S Suthaharan
2014   Multilabel Sound Event Classification with Neural Networks  E Cakir
2014   Feature Learning Based Approach for Weed Classification Using High Resolution Aerial Images from a Digital Camera Mounted on a UAV  C Hung, Z Xu, S Sukkarieh
2014   A Deep and Stable Extreme Learning Approach for Classification and Regression  W Huang, F Sun
2014   Error-Driven Incremental Learning in Deep Convolutional Neural Network for Large-Scale Image Classification  T Xiao, J Zhang, K Yang, Y Peng, Z Zhang
2014   DeepSentiBank: Visual Sentiment Concept Classification with Deep Convolutional Neural Networks  T Chen, D Borth, T Darrell, SF Chang
2014   Joint Phoneme Segmentation Inference and Classification using CRFs  D Palaz, M Magimai
2014   Patch-Based Models of Spectrogram Edges for Phone Classification  M Stoehr, Y Amit
2014   Classification Restricted Boltzmann Machine for comprehensible credit scoring model  JM Tomczak, M Zięba
2014   Adaptive Information-Theoretical Feature Selection for Pattern Classification  L Avdiyenko, N Bertschinger, J Jost
2014   Deep Adaptive Networks for Visual Data Classification  S Zhou, Q Chen, X Wang
2014   Learning Bilingual Embedding Model for Cross-Language Sentiment Classification  X Tang, X Wan
2014   Multi-modal microblog classification via multi-task learning  S Zhao, H Yao, S Zhao, X Jiang, X Jiang
2014   Image Classification with A Deep Network Model based on Compressive Sensing  Y Gan, T Zhuo, C He
2014   Binaural Classification for Reverberant Speech Segregation Using Deep Neural Networks  Y Jiang, D Wang, R Liu, Z Feng
2014   Automatic Vaginal Bacteria Segmentation and Classification Based on Superpixel and Deep Learning  Y Song, D Ni, Z Zeng, L He, S Chen, B Lei, T Wang
2014   Dual-domain Hierarchical Classification of Phonetic Time Series  H Hamooni, A Mueen
2014   Object Classification via PCANet and Color Constancy Model  DK Hu, L Zhang, WD Zhao, T Yan
2014   Fingerprint Classification Based on Depth Neural Network  R Wang, C Han, Y Wu, T Guo
2014   Hardware-Amenable Structural Learning for Spike-based Pattern Classification using a Simple Model of Active Dendrites  S Hussain, SC Liu, A Basu
2014   Classification of Artistic Styles using Binarized Features Derived from a Deep Neural Network  Y Bar, N Levy, L Wolf
2014   Vehicle Type Classification Using Semi-Supervised Convolutional Neural Network  Z Dong, Y Wu, M Pei, Y Jia
2014   Unsupervised Feature Learning for RGB-D Image Classification  IH Jhuo, S Gao, L Zhuang, DT Lee, Y Ma
2014   General Stochastic Networks for Classification  M Zöhrer, F Pernkopf
2014   A Deep and Stable Extreme Learning Approach for Classification and Regression⋆  WH Le
2014   Scene Classification Based on Single-layer SAE and SVM  H Yin, X Jiao, Y Chai, B Fang
2014   Highly Efficient Forward and Backward Propagation of Convolutional Neural Networks for Pixelwise Classification  H Li, R Zhao, X Wang
2014   Combining Newton interpolation and deep learning for image classification  Y Zhang, C Shang
2014   Support Vector-Based Algorithms with Weighted Dynamic Time Warping Kernel Function for Time Series Classification  YS Jeong, R Jayaramam
2014   Untangling Local and Global Deformations in Deep Convolutional Networks for Image Classification and Sliding Window Detection  G Papandreou, I Kokkinos, PA Savalle
2014   Chinese comments sentiment classification based on word2vec and SVM< sup> perf</sup>  D Zhang, H Xu, Z Su, Y Xu
2014   Music Genre Classification Using Convolutional Neural Network  Q Kong, X Feng, Y Li
2014   Regularized Hierarchical Feature Learning with Non-Negative Sparsity and Selectivity for Image Classification  B Liu, J Liu, X Bai, H Lu
2014   Vehicle Type Classification Using Unsupervised Convolutional Neural Network  Z Dong, M Pei, Y He, T Liu, Y Dong, Y Jia
2014   Shallow Classification or Deep Learning: An Experimental Study  XC Yin, C Yang, WY Pei, HW Hao
2014   Learning Convolutional NonLinear Features for K Nearest Neighbor Image Classification  W Ren, Y Yu, J Zhang, K Huang
2014   Learning Multiple Complex Features Based on Classification Results  Y Sato, K Kozuka, Y Sawada, M Kiyono
2014   Tensor object classification via multilinear discriminant analysis network  R Zeng, J Wu, L Senhadji, H Shu
2014   Multilinear Principal Component Analysis Network for Tensor Object Classification  R Zeng, J Wu, Z Shao, L Senhadji, H Shu
2014   Fast Low-rank Representation based Spatial Pyramid Matching for Image Classification  X Peng, R Yan, B Zhao, H Tang, Z Yi
2014   Expected energy-based restricted Boltzmann machine for classification  S Elfwing, E Uchibe, K Doya
2014   Brain CT Image Classification with Deep Neural Networks  C Da, H Zhang, Y Sang
2014   Deep Extreme Learning Machine and Its Application in EEG Classification  S Ding, N Zhang, X Xu, L Guo, J Zhang
2014   Hybrid Ensemble Classification of Tree Genera Using Airborne LiDAR Data  C Ko, G Sohn, TK Remmel, J Miller
2014   Deep unsupervised network for multimodal perception, representation and classification  A Droniou, S Ivaldi, O Sigaud
2014   Handwritten Digits Classification  E Bengio, Y Wen, S Ruan
2014   Deep Model for Classification of Hyperspectral image using Restricted Boltzmann Machine  ME Midhun, SR Nair, VT Prabhakar, SS Kumar