Year  Title  Author 
2017

Canonical Correlation Analysis Networks for Twoview Image Recognition 
X Yang, W Liu, D Tao, J Cheng

2017

Analysis on Deep Learning Methods for Predicting Patient Survival 
A Girard, B Shin, E Zhou

2017

Spott: OntheSpot eCommerce for Television Using Deep LearningBased Video Analysis Techniques 
F Vandecasteele, K Vandenbroucke, D Schuurman

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

CNN for situations understanding based on sentiment analysis of twitter data 
S Liao, J Wang, R Yu, K Sato, Z Cheng

2017

Aspect Based Sentiment Analysis Using the Deep Learning Convolutional Neural Networks 
R Kumar, HSG Pannu

2017

An Efficient Deep Neural Architecture for Multilingual Sentiment Analysis in Twitter 
W Becker, J Wehrmann, HEL Cagnini, RC Barros

2017

Computeraided solution for intellectual analysis and judicious selection of medically advanced antifungals synthesis conditions 
TB Chistyakova, RV Makaruk, EE Musayev

2017

A Deep Learning Approach for the Analysis of Masses in Mammograms with Minimal User Intervention 
N Dhungel, G Carneiro, AP Bradley

2017

Sentiment analysis for short Chinese text based on characterlevel methods 
Y An, X Tang, B Xie

2017

An Analysis of Smartphone Overuse Recognition in Terms of Emotions using Brainwaves and Deep Learning 
SK Kim, HB Kang

2017

Performance analysis and optimization of permanent magnet synchronous motor based on deep learning 
L Jin, F Wang, Q Yang

2017

Crowdsourcing and Automated Retinal Image Analysis for Diabetic Retinopathy 
LI Mudie, X Wang, DS Friedman, CJ Brady

2017

Gridbased pavement crack analysis using deep learning 
X Wang, Z Hu

2017

OmniArt: Multitask Deep Learning for Artistic Data Analysis 
G Strezoski, M Worring

2017

TargetSpecific Convolutional Bidirectional LSTM Neural Network for Political Ideology Analysis 
X Li, W Chen, T Wang, W Huang

2017

Vibration signal analysis and fault diagnosis of bogies of the highspeed train based on deep neural networks. 
Y Zhao, ZH Guo, JM Yan

2017

The Current Status And Research In Industrial Big Data Analysis In Smart Intelligent Systems 
G Sunil, S Mohmmad, KR Chythanya

2017

Indoor Air Quality Analysis Using Deep Learning with Sensor Data 
J Ahn, D Shin, K Kim, J Yang

2017

Dynamic image analysis for abnormal behavior detection 
M Ahmed, MA Isha, AA Ahmed

2017

A deep domain adaption approach for object recognition using Multiple Model Consistency analysis 
B Pal, B Ahmed

2017

Lucene and deep learning based commodity information analysis system 
J Cao, J Lin, S Wu, M Guan, Q Dai, W Feng

2017

Deep Learning in Mammography: Diagnostic Accuracy of a Multipurpose Image Analysis Software in the Detection of Breast Cancer. 
AS Becker, M Marcon, S Ghafoor, MC Wurnig

2017

Big Data and Differential Privacy: Analysis Strategies for Railway Track Engineering 
NO Attoh

2017

One of the most important and necessary steps in the process of document analysis and recognition is the binarization, which allows extracting the foreground from the … 
T Phan, K Nguyen, M Nakagawa

2017

Nondeep Learning Techniques for Roadside Video Data Analysis 
B Verma, L Zhang, D Stockwell

2017

Deep Learning Techniques for Roadside Video Data Analysis 
B Verma, L Zhang, D Stockwell

2017

Deep Learning Model for Sentiment Analysis in Multilingual Corpus 
L Medrouk, A Pappa

2017

Deep Learning for Network Flow Analysis and Malware Classification 
RK Rahul, T Anjali, VK Menon, KP Soman

2017

The Analysis and Classify of Sleep Stage Using Deep Learning Network from SingleChannel EEG Signal 
S Xie, Y Li, X Xie, W Wang, X Duan

2017

Deep Learning with Lung Segmentation and Bone Shadow Exclusion Techniques for Chest XRay Analysis of Lung Cancer 
Y Gordienko, P Gang, J Hui, W Zeng, Y Kochura

2017

Performance Analysis of SparkDLF: Spark Based Distributed Deep Learning Framework for Article Headline Generation 
A Khumoyun, Y Cui, M Kim, L Hanku

2017

Modeling and analysis of a deep learning pipeline for cloud based video analytics. 
MU Yaseen, A Anjum, N Antonopoulos

2017

PCAInitialized Deep Neural Networks Applied To Document Image Analysis 
M Seuret, M Alberti, R Ingold, M Liwicki

2017

Enhancing Deep Learning Sentiment Analysis with Ensemble Techniques in Social Applications 
O Araque, I Corcuera

2017

Comparative Analysis of Rote Learning on High and Low Achievers in Graduate and Undergraduate Programs 
A Ahmed, N Ahmad

2017

A performance analysis framework for exploiting GPU microarchitectural capability 
K Zhou, G Tan, X Zhang, C Wang, N Sun

2017

Deep Learning for PatientSpecific Kidney Graft Survival Analysis 
M Luck, T Sylvain, H Cardinal, A Lodi, Y Bengio

2017

Deep Learning Based Nonlinear Principal Component Analysis for Industrial Process Fault Detection 
X Deng, X Tian, S Chen, CJ Harris

2017

Human Computer Interaction for Sentiment Analysis and Opinion Mining: A Review 
S Goswamil, J Poray

2017

Video Analysis With Convolutional Attention Recurrent Neural Networks 
Z LI, E Gavves, M Jain, CGM Snoek

2017

Using Synthetic Data to Improve Facial Expression Analysis With 3D Convolutional Networks 
I Abbasnejad, S Sridharan, D Nguyen, S Denman

2017

Combining deep learning with anatomy analysis for segmentation of portal vein for liver SBRT planning 
B Ibragimov, D Toesca, D Chang, A Koong, L Xing

2017

Application of InSAR Techniques to an Analysis of the Guanling Landslide 
Y Kang, C Zhao, Q Zhang, Z Lu, B Li

2017

Jaakko Pihlajasalo Improvement Of Satellite Orbit Prediction AcCuracy And Quality With Deep Learning And SpecTral Analysis 
PDS Ali

2017

Convergence analysis of BP neural networks via sparse response regularization 
J Wang, Y Wen, Z Ye, L Jian, H Chen

2017

Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin … 
NCF Codella, D Gutman, ME Celebi, B Helba

2017

Densely Connected Convolutional Networks and Signal Quality Analysis to Detect Atrial Fibrillation Using Short SingleLead ECG Recordings 
J Rubin, S Parvaneh, A Rahman, B Conroy

2017

Application of Deep Learning in Automated Analysis of Molecular Images in Cancer: A Survey 
Y Xue, S Chen, J Qin, Y Liu, B Huang, H Chen

2017

Multimodal Data Analysis and Integration for MultiSlot Spectrum Auction Based on Deep Feedforward Network 
F Zhao, Y Zhang, H Chen

2017

Joint analysis of shapes and images via deep domain adaptation 
Z Wu, Y Zhang, M Zeng, F Qin, Y Wang

2017

Review of Deep Learning Methods in Mammography, Cardiovascular, and Microscopy Image Analysis 
G Carneiro, Y Zheng, F Xing, L Yang

2017

Efficient Dynamic Malware Analysis Based on Network Behavior Using Deep Learning 
T Shibahara, T Yagi, M Akiyama, D Chiba, T Yada

2017

A Deep Learning Approach to Deal with Data Uncertainty in Sentiment Analysis 
M Di Capua, A Petrosino

2017

DLR: Toward a deep learned rhythmic representation for music content analysis 
Y Jeong, K Choi, H Jeong

2017

Five years after the Deep Learning revolution of computer vision: State of the art methods for online image and video analysis 
M Felsberg

2017

Deep Learning for Human Motion Analysis 
N Neverova

2017

Deep MANTA: A Coarsetofine ManyTask Network for joint 2D and 3D vehicle analysis from monocular image 
F Chabot, M Chaouch, J Rabarisoa, C Teulière

2017

Changing the Game of Mobile Data Analysis with Deep Learning 
P Kasnesis, C Patrikakis, I Venieris

2017

Deep Convolutional Neural Networks for Interpretable Analysis of EEG Sleep Stage Scoring 
A Vilamala, KH Madsen, LK Hansen

2017

Image Super Resolution Using Generative Adversarial Networks and Local Saliency Maps for Retinal Image Analysis 
D Mahapatra, B Bozorgtabar, S Hewavitharanage

2017

Hybrid Mass Detection in Breast MRI Combining Unsupervised Saliency Analysis and Deep Learning 
G Amit, O Hadad, S Alpert, T Tlusty, Y Gur, R Ben

2017

Diagnosis of Dyslexia using Computing Analysis 
HM Al

2017

Artificial Neural Network Analysis of Volatile Organic Compounds for the detection of lung cancer 
JB Butcher, AV Rutter, AJ Wootton, CR Day

2017

Unsupervised Learning Layers for Video Analysis 
L Zhao, Y Wang, Y Yang, W Xu

2017

Chlorella Algae Image Analysis Using Artificial Neural Network and Deep Learning 
S Lakshmi, R Sivakumar

2017

Wavefield separation via principle component analysis and deep learning in the local angle domain 
Y Serfaty, L Itan, D Chase, Z Koren

2017

Advanced Data Analysis in Neuroscience: Integrating statistical and computational models 
D Durstewitz

2017

Acoustic Features for Environmental Sound Analysis 
R Serizel, V Bisot, S Essid, G Richard

2017

Analysis of Deep Learning Models 
T van Erven, J Schmidt

2017

Hyperspectral image analysis using deep learning—A review 
H Petersson, D Gustafsson, D Bergstrom

2017

Applying Deep Learning Techniques to the Analysis of Android APKs 
R Nix

2017

The Effect of Pets on Happiness: A Largescale MultiFactor Analysis using Social Multimedia 
X Peng, LK Chi, J Luo

2017

An evaluation of sentiment analysis for mobile devices 
J Messias, JP Diniz, E Soares, M Ferreira, M Araújo

2017

Automated Sentiment Analysis using Machine Learning and Deep Learning Techniques 
Y Gupta, PG Kumar

2017

Deep learning analysis of breast MRIs for prediction of occult invasive disease in ductal carcinoma in situ 
Z Zhu, M Harowicz, J Zhang, A Saha, LJ Grimm

2017

Automatic speaker analysis 2.0: Hearing the bigger picture 
BW Schuller

2017

Sentiment Analysis With Convolutional Neural Networks: Classifying sentiment in Swedish reviews 
K Svensson

2017

Deep Learning for TimeSeries Analysis 
JCB Gamboa

2017

Feature Analysis and Selection for Training an EndtoEnd Autonomous Vehicle Controller Using the Deep Learning Approach 
S Yang, W Wang, C Liu, K Deng, JK Hedrick

2017

A Novel Mathematical Framework for the Analysis of Neural Networks 
A Caterini

2017

MIT Autonomous Vehicle Technology Study: LargeScale Deep Learning Based Analysis of Driver Behavior and Interaction with Automation 
L Fridman, DE Brown, M Glazer, W Angell, S Dodd

2017

The AndroidBased Acquisition and CNNBased Analysis for Gaze Estimation in Eye Tracking 
W Wen, T Chen, M Yang

2017

Replacement AutoEncoder: A PrivacyPreserving Algorithm for Sensory Data Analysis 
M Malekzadeh, RG Clegg, H Haddadi

2017

Basic tasks of sentiment analysis 
I Chaturvedi, S Poria, E Cambria

2017

Modeling and Design Analysis of Facial Expressions of Humanoid Social Robots Using Deep Learning Techniques 
S Murthy

2017

Classification of breast cancer from ultrasound imaging using a generic deep learning analysis software: a pilot study 
AS Becker, M Mueller, E Stoffel, M Marcon, S Ghafoor

2017

Rock Granularity Analysis by Deep Belief Network 
G Jiancheng, W Guo

2017

Dissolved gas analysis of insulating oil for power transformer fault diagnosis with deep belief network 
J Dai, H Song, G Sheng, X Jiang

2017

PhD Forum: Deep LearningBased RealTime Malware Detection with MultiStage Analysis 
X Yuan

2017

Load Forecasting using Linear Regression Analysis and Moving Average Technique in Time Series Model for RGUKT, RK Valley Campus HT Feeder 
MD Reddy, N Vishali

2017

Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review 
J Bernal, K Kushibar, DS Asfaw, S Valverde, A Oliver

2017

Visual aesthetic analysis using deep neural network: model and techniques to increase accuracy without transfer learning 
MM Srivastava, S Kant

2017

Research on leaf species identification based on principal component and linear discriminant analysis 
L Zhang, Y Zheng, G Zhong, Q Wang

2017

Convergence Analysis on Neural Network 
T Chen

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

Textual Information Extraction, Parsing, and Inferential Analysis 
M Michelson, S Minton

2017

Tutorial: Deep Learning Advancing the StateoftheArt in Medical Image Analysis 
V Christlein, FC Ghesu, T Würfl, A Maier, F Isensee

2017

A multitask convolutional neural network for megacity analysis using very high resolution satellite imagery and geospatial data 
F Zhang, B Du, L Zhang

2017

Deep learning in mammography: Diagnostic accuracy of a multipurpose image analysis software in the detection of breast cancer 
AS Becker, M Marcon, S Ghafoor, MC Wurnig

2017

Pattern Recognition and Image Analysis 
LA Alexandre, JS Sánchez, JMF Rodrigues

2017

Large Scale Cross Category Analysis of Consumer Review Content on Sales Conversion Leveraging Deep Learning 
X Liu, D Lee, K Srinivasan

2017

Deep Learning approach for sentiment analysis of short texts 
A Hassan, A Mahmood

2017

Deep neural heart rate variability analysis 
T Madl

2017

Deep learning for sentiment analysis 
LM Rojas‐Barahona

2017

Deep Learning for genomic data analysis 
VFO Teixeira

2017

Analysis and Optimization of fastText Linear Text Classifier 
V Zolotov, D Kung

2017

Machine Learning and Signal Processing for Big Multimedia Analysis 
J Yu, J Sang, X Gao

2017

Method and system for visioncentric deeplearningbased road situation analysis 
G Ning, H Wang, W Bo, X Ren

2017

Automatic Malware Detection Using Deep Learning Based on Static Analysis 
L Liu, B Wang

2017

Learning SpatioTemporal Aggregation for Fetal Heart Analysis in Ultrasound Video 
A Patra, W Huang, JA Noble

2017

A Deep Learning of Time Series for Efficient Analysis 
T Thinsungnoen, K Kerdprasop, N Kerdprasop

2017

Predicting purchases with using the variety of customer behaviors: Analysis of the purchase history and the browsing history by deep learning 
J Niimi, T Hoshino

2017

An intelligent power monitoring and analysis system for distributed smart plugs sensor networks 
SH Lee, CS Yang

2017

Patients' EEG Data Analysis via Spectrogram Image with a Convolution Neural Network 
L Yuan, J Cao

2017

Analysis of Students' Behaviors in Programming Exercises Using Deep Learning 
T Kato, Y Kambayashi, Y Terawaki, Y Kodama

2017

Deep neural networks for texture classificationA theoretical analysis 
S Basu, S Mukhopadhyay, M Karki, R DiBiano

2017

Geometric deep learning for shape analysis 
D Boscaini

2017

… time differentiation of adenomatous and hyperplastic diminutive colorectal polyps during analysis of unaltered videos of standard colonoscopy using a deep learning … 
MF Byrne, N Chapados, F Soudan, C Oertel, ML Pérez

2017

Deep Learning Enabled Fault Diagnosis Using TimeFrequency Image Analysis of Rolling Element Bearings 
D Verstraete, MD Park, A Ferrada, EL Droguett

2017

AENet: Learning Deep Audio Features for Video Analysis 
N Takahashi, M Gygli, L Van Gool

2017

Deep Features Learning for Medical Image Analysis with Convolutional Autoencoder Neural Network 
M Chen, X Shi, Y Zhang, D Wu, M Guizani

2017

Multiview Canonical Correlation Analysis Networks for Remote Sensing Image Recognition 
X Yang, W Liu, D Tao, J Cheng, S Li

2017

Nuclear Architecture Analysis of Prostate Cancer via Convolutional Neural Networks 
JT Kwak, SM Hewitt

2017

ReThinking Bci Models As Noisy Sensors For Neural Analysis 
S Gordon, A Solon, C O'Malley, V Lawhern, B Lance

2017

Industrial Big Data Analysis in Smart Factory: Current Status and Research Strategies 
X Xu, Q Hua

2017

Humanlevel CMR image analysis with deep fully convolutional networks 
W Bai, M Sinclair, G Tarroni, O Oktay, M Rajchl

2017

Deep Learning Neural Networks and Bayesian Neural Networks in Data Analysis 
A Chernoded, I Myagkov, L Dudko, P Volkov

2017

Deep MultiModal Classification of Intraductal Papillary Mucinous Neoplasms (IPMN) with Canonical Correlation Analysis 
S Hussein, P Kandel, JE Corral, CW Bolan

2017

Combination of Domain Knowledge and Deep Learning for Sentiment Analysis 
K Vo, D Pham, M Nguyen, T Mai, T Quan

2017

Pattern Recognition for Predictive Analysis in Automotive Industry 
V Simoncicova, L Hrcka, L Spendla, P Tanuska

2017

Quantitative analysis of patients with celiac disease by video capsule endoscopy: A deep learning method 
T Zhou, G Han, BN Li, Z Lin, EJ Ciaccio, PH Green

2017

Spectral Analysis of CNN for Tomato Disease Identification 
A Fuentes, DH Im, S Yoon, DS Park

2017

Medical Image Analysis using Wavelet Transform and Deep Belief Networks 
A Khatami, A Khosravi, T Nguyen, CP Lim

2017

Horse race analysis in credit card fraud—deep learning, logistic regression, and Gradient Boosted Tree 
G Rushin, C Stancil, M Sun, S Adams, P Beling

2017

A Big Data Analysis Framework Using Apache Spark and Deep Learning 
A Gupta, H Thakur, R Shrivastava, P Kumar, S Nag

2017

Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis 
M Zreik, N Lessmann, RW van Hamersvelt

2017

Analysis of spatial heterogeneity in normal epithelium and preneoplastic alterations in mouse prostate tumor models 
M Valkonen, P Ruusuvuori, K Kartasalo, M Nykter

2017

Natural Language Processing for LargeScale Medical Image Analysis Using Deep Learning 
HC Shin, L Lu, RM Summers

2017

A systemic analysis of link prediction in social network 
S Haghani, MR Keyvanpour

2017

Deep Learning Techniques on Texture Analysis of Chest and Breast Images 
JZ Cheng, CM Chen, D Shen

2017

Supervised Committee of Convolutional Neural Networks in Automated Facial Expression Analysis 
G Pons, D Masip

2017

TensorBased Classifiers for Hyperspectral Data Analysis 
K Makantasis, A Doulamis, N Doulamis, A Nikitakis

2017

Influence Analysis Of Waterlogging Based On Deep Learning Model In Wuhan. 
Y Pan, Z Shao, T Cheng, Z Wang, Z Zhang

2017

Analysis of Disfluencies for automatic detection of Mild Cognitive Impartment: a deep learning approach 
K Lopez

2017

A DeepLearningBased Forecasting Ensemble to Predict Missing Data for Remote Sensing Analysis 
M Das, SK Ghosh

2017

Arabic Language Sentiment Analysis on Health Services 
AM Alayba, V Palade, M England, R Iqbal

2017

An Analysis of ModelBased Heuristic Search Techniques for StarCraft Combat Scenarios 
D Churchill, Z Lin, G Synnaeve

2017

Facial Expression Analysis using Deep Learning 
H Singh, R Patel

2017

Method And System For Microbiome Analysis 
Z Apte, J Richman, D Almonacid

2017

Digital Image Analysis with Full Connected Convolutional Neural Network to Facilitate Complete Fibroid Resection 
P Török, B Harangi

2017

Performance Analysis of Spark Based Distributed Deep Learning Framework for Article Headline Generation 
A Khumoyun, Y Cui, M Kim, H Lee

2017

Deep Learning Method vs. HandCrafted Features for Lung Cancer Diagnosis and Breast Cancer Risk Analysis 
W Sun

2017

SVCCA: Singular Vector Canonical Correlation Analysis for Deep Understanding and Improvement 
M Raghu, J Gilmer, J Yosinski, J Sohl

2017

Automatic Analysis of Facial Actions: Learning from Transductive, Supervised and Unsupervised Frameworks 
WS Chu

2017

Paralinguistic Analysis of Children's Speech in Natural Environments 
H Rao, MA Clements, Y Li, MR Swanson, J Piven

2017

Elephant Search with Deep Learning for Microarray Data Analysis 
M Panda

2017

DeepProf: Performance Analysis for Deep Learning Applications via Mining GPU Execution Patterns 
J Gu, H Liu, Y Zhou, X Wang

2017

Ensemble Application of Convolutional Neural Networks and Multiple Kernel Learning for Multimodal Sentiment Analysis 
S Poria, H Peng, A Hussain, N Howard, E Cambria

2017

Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment: Fifth International Workshop, CMMI 2017, Second … 
MJ Cardoso, T Arbel, F Gao, B Kainz, T van Walsum

2017

Automated Analysis of Unregistered Multiview Mammograms with Deep Learning 
G Carneiro, J Nascimento, AP Bradley

2017

Application of Deep Learning to Sentiment Analysis for recommender system on cloud 
G Preethi, PV Krishna, MS Obaidat, V Saritha

2017

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support: Third International Workshop, DLMIA 2017, and 7th International … 
MJ Cardoso, T Arbel, G Carneiro, T Syeda

2017

Automated lesion segmentation and dermoscopic feature segmentation for skin cancer analysis 
MP Pour, H Seker, L Shao

2017

Cell dynamic morphology analysis by deep convolutional features 
H Li, Z Liu, F Pang, Y Shi

2017

Nonlinear Analysis of Phase Retrieval and Deep Learning 
D Zou

2017

Explaining Recurrent Neural Network Predictions in Sentiment Analysis 
L Arras, G Montavon, KR Müller, W Samek

2017

An Analysis of Convolutional LongShort Term Memory Recurrent Neural Networks for Gesture Recognition 
E Tsironi, P Barros, C Weber, S Wermter

2017

A Review of Affective Computing: From Unimodal Analysis to Multimodal Fusion 
S Poria, E Cambria, R Bajpai, A Hussain

2017

Crossmedia analysis and reasoning: advances and directions 
Y Peng, W Zhu, Y Zhao, C Xu, Q Huang, H Lu, Q Zheng

2017

A Review of Affective Computing: >From Unimodal Analysis to Multimodal Fusion 
S Poria, E Cambria, R Bajpai, A Hussain

2017

InDatacenter Performance Analysis of a Tensor Processing Unit 
NP Jouppi, C Young, N Patil, D Patterson, G Agrawal

2017

Sentiment analysis based on rhetorical structure theory: Learning deep neural networks from discourse trees 
M Kraus, S Feuerriegel

2017

Interpretable 3D Human Action Analysis with Temporal Convolutional Networks 
TS Kim, A Reiter

2017

Automated analysis of high‐content microscopy data with deep learning 
OZ Kraus, BT Grys, J Ba, Y Chong, BJ Frey, C Boone

2017

Convergence analysis of Caputotype fractional order complexvalued neural networks 
J Wang, G Yang, B Zhang, Z Sun, Y Liu, J Wang

2017

Diagnosis of Dyslexia using computation analysis 
HM Al

2017

CenterShared Sliding Ensemble of Neural Networks for Syntax Analysis of Natural Language 
K Kim, Y Jin, SH Na, YK Kim

2017

Deep Learning Networks for Stock Market Analysis and Prediction: Methodology, Data Representations, and Case Studies 
E Chong, C Han, FC Park

2017

Regularized 2D ComplexLog Spectral Analysis and Subspace Reliability Analysis of MicroDoppler Signature for UAV Detection 
J Ren, X Jiang

2017

Skin Lesion Analysis Towards Melanoma Detection Using Deep Learning Network 
Y Li, L Shen

2017

Visual Flow Analysis and Saliency Prediction 
KSS Srinivas

2017

An InformationTheoretic Analysis of Deep LatentVariable Models 
AA Alemi, B Poole, I Fischer, JV Dillon, RA Saurous

2017

Spatial Resolution of EEG Source Reconstruction in Assessing Brain Connectivity Analysis 
JI Padilla

2017

Deep Learning Paradigm with Transformed Monolingual Word Embeddings for Multilingual Sentiment Analysis 
Y Lu, T Mori

2017

Function space analysis of deep learning representation layers 
O Elisha, S Dekel

2017

CSC400 ITRG Miniproposal: Deep Learning for HighResolution 3D Cone Beam CT Medical Image Analysis 
W Li

2017

You Are What You Eat: Exploring Rich Recipe Information for CrossRegion Food Analysis 
W Min, BK Bao, S Mei, Y Zhu, Y Rui, S Jiang

2017

Automated analysis of seizure semiology and brain electrical activity in presurgery evaluation of epilepsy: A focused survey 
D Ahmedt‐Aristizabal, C Fookes, S Dionisio, K Nguyen

2017

A Deep Learning Approach For Sentiment Analysis 
M Capua

2017

Weaklysupervised Deep Embedding for Product Review Sentiment Analysis 
W Zhao, Z Guan, L Chen, X He, D Cai, B Wang

2017

Analysis of Ribosome Stalling and Translation Elongation Dynamics by Deep Learning 
S Zhang, H Hu, J Zhou, X He, T Jiang, J Zeng

2017

ModelBased Dependability Analysis of Physical Systems with Modelica 
A Tundis, L Buffoni, P Fritzson, A Garro

2017

BruteForce Facial Landmark Analysis With A 140,000Way Classifier 
M Li, L Jeni, D Ramanan

2017

Analysis and modeling for robust whispered speech recognition 
S Ghaffarzadegan

2017

A Survey on Deep Learning in Medical Image Analysis 
G Litjens, T Kooi, BE Bejnordi, AAA Setio, F Ciompi

2017

Discriminant analysis via jointly L2, 1norm sparse tensor preserving embedding for image classification 
R Huang, C Liu, J Zhou

2017

Deep Belief Networks and Multiobjective Feature Selection for BCI with Multiresolution Analysis 
J Ortega, A Ortiz, P Martín

2017

Developing a benchmark for emotional analysis of music 
A Aljanaki, YH Yang, M Soleymani

2017

Elastic restricted Boltzmann machines for cancer data analysis 
S Zhang, M Liang, Z Zhou, C Zhang, N Chen, T Chen

2017

Analysis and Design of Convolutional Networks via Hierarchical Tensor Decompositions 
N Cohen, O Sharir, Y Levine, R Tamari, D Yakira

2017

Large scale digital prostate pathology image analysis combining feature extraction and deep neural network 
N Zhou, A Fedorov, F Fennessy, R Kikinis, Y Gao

2017

Medical image analysis of gastric cancer in digital histopathology: methods, applications and challenges 
H Sharma

2017

Creating the learning situation to promote student deep learning: Data analysis and application case 
Y Guo, S Wu

2017

A characterbased convolutional neural network for languageagnostic Twitter sentiment analysis 
J Wehrmann, W Becker, HEL Cagnini, RC Barros

2017

Parallel Computing for Machine Learning in Social Network Analysis 
G Cybenko

2017

Topic Based Sentiment Analysis Using Deep Learning 
S Tandon

2017

Manifold Regularized Slow Feature Analysis for Dynamic Texture Recognition 
J Miao, X Xu, X Xing, D Tao

2017

Deep EHR: A Survey of Recent Advances on Deep Learning Techniques for Electronic Health Record (EHR) Analysis 
B Shickel, P Tighe, A Bihorac, P Rashidi

2017

Music emotion analysis using semantic embedding recurrent neural networks 
J Jakubik, H Kwaśnicka

2017

Deep Learning and the Future of Auditing: How an Evolving Technology Could Transform Analysis and Improve Judgment. 
T Sun, MA Vasarhelyi

2017

Experiments using Deep Learning for Dermoscopy Image Analysis 
CN Vasconcelos, BN Vasconcelos

2017

Deep Learning in Lexical Analysis and Parsing 
W Che, Y Zhang

2017

Big Data, Deep Learning–At the Edge of XRay Speaker Analysis 
BW Schuller

2017

Deep Learning for Medical Image Analysis 
M Rezaei, H Yang, C Meinel

2016

Systems And Methods For Software Analysis 
RT Carback III, BD Gaynor, NA Brock, NR Shnidman

2016

Analysis of MOOCs practices from the perspective of learner experiences and quality culture 
E Ossiannilsson, F Altinay, Z Altinay

2016

HighContent Analysis of Breast Cancer Using SingleCell Deep Transfer Learning 
C Kandaswamy, LM Silva, LA Alexandre, JM Santos

2016

Image Sentiment Analysis using Deep Convolutional Neural Networks with Domain Specific Fine Tuning 
S Jindal, S Singh

2016

A Study on Spatial Analysis Using RBased Deep Learning 
SJ Park, KH Choi, J Park, JB Kim

2016

Sentic Computing for Social Network Analysis 
F Bisio, L Oneto, E Cambria

2016

RealTime Topic and Sentiment Analysis in HumanRobot Conversation 
E Russell

2016

Word2Vec in Program Analysis 
H Cai

2016

MultiObjective Model Selection (MOMS)based SemiSupervised Framework for Sentiment Analysis 
FH Khan, U Qamar, S Bashir

2016

Dynamic Poisson Factor Analysis 
Y Zhang, Y Zhao, L David, R Henao, L Carin

2016

Analysis of error landscapes in multilayered neural networks for classification 
A Rakitianskaia, E Bekker, KM Malan, A Engelbrecht

2016

Image Processing, Computer Vision, and Deep Learning: new approaches to the analysis and physics interpretation of LHC events 
A Schwartzman, M Kagan, L Mackey, B Nachman

2016

Deep Residual Learning for Compressed Sensing CT Reconstruction via Persistent Homology Analysis 
Y Han, J Yoo, JC Ye

2016

Theories, Knowledge Bases and Conceptual Frameworks that Support the Analysis of Observations 
YH Cohen, Y Reich

2016

Finki at SemEval2016 Task 4: Deep Learning Architecture for Twitter Sentiment Analysis 
D Stojanovski, G Strezoski, G Madjarov, I Dimitrovski

2016

A Protein Domain and Family Based Approach to Rare Variant Association Analysis 
TG Richardson, HA Shihab, MA Rivas, MI McCarthy

2016

Incorporating NonCoding Annotations into Rare Variant Analysis 
TG Richardson, C Campbell, NJ Timpson, TR Gaunt

2016

A parameteroptimizing modelbased approach to the analysis of lowSNR image sequences for biological virus detection 
D Siedhoff

2016

Design of Sentiment Analysis System for Hindi Content 
M Yadav, V Bhojane

2016

Runoff Analysis Using a Deep Neural Network 
T Izumi, M Miyoshi, N Kobayashi

2016

Learning Thermal Process Representations for Intraoperative Analysis of Cortical Perfusion During Ischemic Strokes 
N Hoffmann, E Koch, G Steiner, U Petersohn, M Kirsch

2016

Latent Tree Analysis 
NL Zhang, LKM Poon

2016

Multispectral texture analysis for IED detection 
H Petersson, D Gustafsson

2016

Credit Risk Assessment Model Based Using Principal component Analysis And Artificial Neural Network 
A Hamdy, WB Hussein

2016

ClassSpecific Kernel Discriminant Analysis Revisited: Further Analysis and Extensions 
A Iosifidis, M Gabbouj

2016

Enhancing Place Recognition using Joint IntensityDepth Analysis and Synthetic Data 
E Sizikova, VK Singh, B Georgescu, M Halber, K Ma

2016

Combining Generative and Discriminative Representation Learning for Lung CT Analysis with Convolutional Restricted Boltzmann Machines 
G van Tulder, M de Bruijne

2016

Local Feature Learning using Deep Canonical Correlation Analysis for Heterogeneous Face Recognition 
Y Choi, HI Kim, YM Ro

2016

3D Human Pose Estimation: A Review of the Literature and Analysis of Covariates 
N Sarafianos, B Boteanu, B Ionescu, IA Kakadiaris

2016

A Toolkit for Analysis of Deep Learning Experiments 
J O'Donoghue, M Roantree

2016

Unsupervised feature learning for Music Structural Analysis 
M Buccoli, M Zanoni, A Sarti, S Tubaro, D Andreoletti

2016

A Latent Growth Curve Analysis of Learning Strategy and Efficiency 
CT Wu, SM Chung

2016

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R Bauder, TM Khoshgoftaar, N Seliya

2016

Deep belief network based electricity load forecasting: An analysis of Macedonian case 
A Dedinec, S Filiposka, A Dedinec, L Kocarev

2016

Cytopathological image analysis using deeplearning networks in microfluidic microscopy 
G Gopakumar, KH Babu, D Mishra, SS Gorthi

2016

Performance Analysis of Different Classifiers for American Sign Language Recognition 
RB Mapari, G Kharat

2016

Deep Linear Discriminant Analysis on Fisher Networks: A Hybrid Architecture for Person Reidentification 
L Wu, C Shen, A Hengel

2016

MultiOrgan Cancer Classification and Survival Analysis 
S Bauer, N Carion, P Schüffler, T Fuchs, P Wild

2016

Visual Sentiment Analysis for Social Images Using Transfer Learning Approach 
J Islam, Y Zhang

2016

Unsupervised Feature Learning Assisted Visual Sentiment Analysis 
Z Li, Y Fan, F Wang, W Liu

2016

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C Haigh

2016

ContextAware Text Representation for Social Relation Aided Sentiment Analysis 
LM Nguyen

2016

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D Rim, S Honari, MK Hasan, C Pal

2016

Deep Multimodal Feature Analysis for Action Recognition in RGB+ D Videos 
A Shahroudy, TT Ng, Y Gong, G Wang

2016

Increasing CAD system efficacy for lung texture analysis using a convolutional network 
SR Tarando, C Fetita, A Faccinetto, P Yves

2016

Deep Learning for Social Media Analysis in Crises Situations (Position paper) 
MB Lazreg, M Goodwin, OC Granmo

2016

Deep Learning for Social Media Analysis in Crises Situations 
MB Lazreg, M Goodwin, OC Granmo

2016

Deep canonical correlation analysis with progressive and hypergraph learning for crossmodal retrieval 
J Shao, L Wang, Z Zhao, A Cai

2016

A COMPARATIVE ANALYSIS OF WEB INFORMATION EXTRACTION TECHNIQUES DEEP LEARNING vs. NAIVE BAYES vs. BACK PROPAGATION NEURAL … 
J Sharmila, A Subramani

2016

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FH Khan, U Qamar, S Bashir

2016

SelectAdditive Learning: Improving Crossindividual Generalization in Multimodal Sentiment Analysis 
H Wang, A Meghawat, LP Morency, EP Xing

2016

A Novel Deep Neural Network and Hierarchical Cluster Analysis based Sports Effect Evaluation Model 
J Shao, L Wang, H Yao

2016

Baseline CNN structure analysis for facial expression recognition 
M Shin, M Kim, DS Kwon

2016

Deep CNNs for HEp2 Cells Classification: A Crossspecimen Analysis 
H Li, J Zhang, WS Zheng

2016

Multiple scales combined principle component analysis deep learning network for face recognition 
L Tian, C Fan, Y Ming

2016

Joint Image and Text Representation for Aesthetics Analysis 
Y Zhou, X Lu, J Zhang, JZ Wang

2016

Deep Learning for Intelligent Substation Device Infrared Fault Image Analysis 
Y Lin, J Sun, Y Ma, Y Geng, Y Chen

2016

A benchmark for comparison of dental radiography analysis algorithms 
CW Wang, CT Huang, JH Lee, CH Li, SW Chang

2016

SWIMS: SemiSupervised Subjective Feature Weighting and Intelligent Model Selection for Sentiment Analysis 
FH Khan, U Qamar, S Bashir

2016

An Analysis of Shallow and Deep Representations of Speech Based on Unsupervised Classification of Isolated Words 
G Salvi

2016

Cascaded Interactional Targeting Network for Egocentric Video Analysis 
Y Zhou, B Ni, R Hong, X Yang, Q Tian

2016

Sparse feature learning for image analysis in segmentation, classification, and disease diagnosis. 
E Hosseini

2016

Analysis of timefrequency representations for musical onset detection with convolutional neural network 
B Stasiak, J Mońko

2016

A Preliminary Study on Breast Cancer Risk Analysis Using Deep Neural Network 
W Sun, TLB Tseng, B Zheng, W Qian

2016

Crossmodality Consistent Regression for Joint VisualTextual Sentiment Analysis of Social Multimedia 
Q You, J Luo, H Jin, J Yang

2016

Risk and Vulnerability Analysis of Critical Infrastructure 
K Wan, V Alagar

2016

INSIGHT1 at SemEval2016 Task 5: Deep Learning for Multilingual Aspectbased Sentiment Analysis 
S Ruder12, P Ghaffari, JG Breslin

2016

Image Analysis and Machine Learning in Digital Pathology: Challenges and Opportunities 
A Madabhushi, G Lee

2016

Social Influence Analysis based on Facial Emotions 
P Mishra, R Hadfi, T Ito

2016

Fractal Dimension Analysis of EEG Time Series Signal Buried in Random Noise 
G Tremberger, R Sullivan, S Dehipawala, P Schneider

2016

Effective multimedia event analysis in largescale videos 
L Yu

2016

Deep Convolutional Neural Networks for Histological Image Analysis in Gastric Carcinoma Whole Slide Images 
H Sharma, N Zerbe, I Klempert, O Hellwich, P Hufnagl

2016

Toward FashionBrand Recommendation Systems Using DeepLearning: Preliminary Analysis 
Y Wakita, K Oku, K Kawagoe

2016

Sparse Representation Based Complete Kernel Marginal Fisher Analysis Framework for Computational Art Painting Categorization 
A Puthenputhussery, Q Liu, C Liu

2016

Heat Diffusion LongShort Term Memory Learning for 3D Shape Analysis 
F Zhu, J Xie, Y Fang

2016

Sentiment analysis for Odia language using supervised classifier: an information retrieval in Indian language initiative 
SK Sahu, P Behera, DP Mohapatra, RC Balabantaray

2016

Risk Factor Analysis Based on Deep Learning Models 
Q Suo, H Xue, J Gao, A Zhang

2016

SingularValueDecomposition Analysis of Associative Memory in a Neural Network 
T Kumamoto, M Suzuki, H Matsueda

2016

Advances in Intelligent Data Analysis XV 
H Boström, A Knobbe, C Soares, P Papapetrou

2016

SENSEILIF at SemEval2016 Task 4: Polarity embedding fusion for robust sentiment analysis 
M Rouvier, B Favre

2016

Leveraging Multimodal Information for Event Summarization and Conceptlevel Sentiment Analysis 
RR Shah, Y Yu, A Verma, S Tang, AD Shaikh

2016

A Theoretical Analysis of Deep Neural Networks for Texture Classification 
S Basu, M Karki, R DiBiano, S Mukhopadhyay

2016

Statistical Data Analysis and Prediction Model for Learning Assessment in Korean High Schools Based on EduData 
H Choi, Y Kang

2016

Deep Dictionary Learning vs Deep Belief Network vs Stacked Autoencoder: An Empirical Analysis 
V Singhal, A Gogna, A Majumdar

2016

Multichannel speech enhancement and amplitude modulation analysis for noise robust automatic speech recognition 
N Moritz, K Adiloğlu, J Anemüller, S Goetze

2016

Women's Leadership Development Through Networks of Support: An Analysis of the Women's Leadership Circles of Vermont 
M Solomon, K Secrest

2016

Machine Learning for Medical Images Analysis 
A Criminisi

2016

Visual and Textual Sentiment Analysis of a Microblog Using Deep Convolutional Neural Networks 
Y Yu, H Lin, J Meng, Z Zhao

2016

CNNLab: a Novel Parallel Framework for Neural Networks using GPU and FPGAa Practical Study with Tradeoff Analysis 
M Zhu, L Liu, C Wang, Y Xie

2016

Investigating user behavior by analysis of gaze data 
F Dahlin

2016

Sentiment Analysis for Chinese Microblog based on Deep Neural Networks with Convolutional Extension Features 
SUN Xiao, LI Chengcheng, REN Fuji

2016

A Comprehensive Analysis of Deep Learning Based Representation for Face Recognition 
MM Ghazi, HK Ekenel

2016

PotTS at SemEval2016 Task 4: Sentiment Analysis of Twitter Using Characterlevel Convolutional Neural Networks. 
U Sidarenka, KL Straße

2016

Video anomaly detection using deep incremental slow feature analysis network 
X Hu, S Hu, Y Huang, H Zhang, H Wu

2016

When Underwater Imagery Analysis Meets Deep Learning: a Solution at the Age of Big Visual Data 
H Qin, X Li, Z Yang, M Shang, C Shenzhen

2016

An Approach of Big Data analysis for Advertising and marketing agencies for tracking news website media to understand responsiveness 
AK Agrahari, D Roy

2016

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A Wangperawong, C Brun, O Laudy, R Pavasuthipaisit

2016

Deep Learning for Shape Analysis 
M Bronstein, E Kalogerakis, E Rodola, J Masci

2016

Neural NetworkBased Analysis of Precipitation and Remotely Sensed Data 
S Bunrit, R Chanklan, S Boonamnuay, N Kerdprasop

2016

Analysis of Robustness in Lane Detection using Machine Learning Models 
WA Adams

2016

Recursive Neural Conditional Random Fields for Aspectbased Sentiment Analysis 
W Wang, SJ Pan, D Dahlmeier, X Xiao

2016

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H Liu, J Zhang, Y Cheng, C Lu

2016

Spatiotemporal scene interpretation of space videos via deep neural network and tracklet analysis 
L Mou, XX Zhu

2016

Machine listening techniques as a complement to video image analysis in forensics 
R Serizel, V Bisot, S Essid, G Richard

2016

Behavior analysis of selfevolving botnets 
T Kudo, T Kimura, Y Inoue, H Aman, K Hirata

2016

Video system for human attribute analysis using compact convolutional neural network 
Y Yang, F Chen, X Chen, Y Dai, Z Chen, J Ji, T Zhao

2016

FMA: A Dataset For Music Analysis 
K Benzi, M Defferrard, P Vandergheynst, X Bresson

2016

eSAP: A Decision Support Framework for Enhanced Sentiment Analysis and Polarity Classification 
FH Khan, U Qamar, S Bashir

2016

Paragraph2Vecbased sentiment analysis on social media for business in Thailand 
P Sanguansat

2016

Analysis of Dropout Learning Regarded as Ensemble Learning 
K Hara, D Saitoh, H Shouno

2016

ChaLearn Looking at People and Faces of the World: Face Analysis Workshop and Challenge 2016 
S Escalera, M Torres, B Martinez, X Baró, HJ Escalante

2016

Image Analysis and Deep Learning for Applications in Microscopy 
O Ishaq

2016

Deep Belief Networks for Quantitative Analysis of a Gold Immunochromatographic Strip 
N Zeng, Z Wang, H Zhang, W Liu, FE Alsaadi

2016

The third'CHIME'speech separation and recognition challenge: Analysis and outcomes 
J Barker, R Marxer, E Vincent, S Watanabe

2016

Analysis dictionary learning for classification 
P Bhattacharjee, A Majumdar

2016

Analysis of liver and diabetes datasets by using unsupervised twophase neural network techniques 
T Christopher

2016

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R Azimi, M Ghofrani, M Ghayekhloo

2016

Deep Learning in Medical Image Analysis 
P Seeböck

2016

Performance Analysis of Pixel based Face Recognition Methods 
U Jang, EC Lee

2016

Human Activity Analysis using Multimodalities and Deep Learning 
C Zhang

2016

Information Theoretic Analysis of ProductionPerception Efficiency: Case Study of Speech Pathology 
A Asaei, M Cernak, H Bourlard

2016

Sentiment Analysis of Chinese Micro Blog Based on DNN and ELM and Vector Space Model 
H Liu, S Li, C Jiang, H Liu

2016

Land Cover Changes Analysis Based on Deep Machine Learning Technique 
NN Kussul, NS Lavreniuk, AY Shelestov, BY Yailymov

2016

Performance Analysis of Image Smoothing Techniques on a New Fractional Convolution Mask for Image Edge Detection 
P Amoako

2016

Automated analysis of retinal imaging using machine learning techniques for computer vision 
J De Fauw, P Keane, N Tomasev, D Visentin

2016

Citation Analysis with Neural Attention Models 
T Munkhdalai, J Lalor, H Yu

2016

Probabilistic and Deep Learning Algorithms for the Analysis of Imagery Data 
S Basu

2016

LFADSLatent Factor Analysis via Dynamical Systems 
D Sussillo, R Jozefowicz, LF Abbott, C Pandarinath

2016

Melanoma Detection by Analysis of Clinical Images Using Convolutional Neural Network 
E Nasr

2016

Face Centered Image Analysis Using Saliency and Deep Learning Based Techniques 
R Guo

2016

FeatureLevel Change Detection Using Deep Representation and Feature Change Analysis for Multispectral Imagery 
H Zhang, M Gong, P Zhang, L Su, J Shi

2016

Smart Citizen Sensing: A Proposed Computational System with Visual Sentiment Analysis and Big Data Architecture 
KB Ahmed, M Bouhorma, MB Ahmed

2016

A Comparative Analysis of Deep and Shallow Features for Multimodal Face Recognition in a Novel RGBDIR Dataset 
T Freitas, PG Alves, C Carpinteiro, J Rodrigues

2016

Multimedia Big Data: Content Analysis and Retrieval 
J Hayes

2016

Revealing the Hidden Patterns of News Photos: Analysis of Millions of News Photos Using GDELT and Deep Learningbased Vision APIs 
H Kwak, J An

2016

Sparseness Analysis in the Pretraining of Deep Neural Networks 
J Li, T Zhang, W Luo, J Yang, XT Yuan, J Zhang

2016

Fault Localization Analysis Based on Deep Neural Network 
Z Wei, H Desheng, W Jing, X CHINA

2016

Dynamic Hybrid Models For Multimodal Analysis 
MR Amer, B Siddiquie, A Divakaran, C Richey, S Khan

2016

MR brain image analysis in dementia: from quantitative imaging biomarkers to ageing brain models and imaging genetics 
WJ Niessen

2016

Dynamical analysis of contrastive divergence learning 
R Karakida, M Okada, S Amari

2016

Deep Learning Automates the Quantitative Analysis of Individual Cells in LiveCell Imaging Experiments 
DA Van Valen, T Kudo, KM Lane, DN Macklin

2016

Sentiment Analysis in Finance Market Forcast 
D Wang

2016

Visual Sentiment Analysis with Network in Network 
Z Li, Y Fan, F Wang

2016

Efficient Parameter Importance Analysis via Ablation with Surrogates 
A Biedenkapp, M Lindauer, K Eggensperger, F Hutter

2016

Data Analysis and Classification 
JM Giron

2015

Social CapitalKnowledge Management (SCKM) Analysis Framework on an EPortfolio 
WZ Abidin, L Uden, RA Alias

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Document Analysis Techniques for Automatic Electoral Document Processing: A Survey 
A Fornés, J Lladós

2015

Convolutional Nonlinear Neighbourhood Components Analysis for Time Series Classification 
Y Zheng, Q Liu, E Chen, JL Zhao, L He, G Lv

2015

Convolutional Neural Networks for Multimedia Sentiment Analysis 
G Cai, B Xia

2015

Algorithm and Theoretical Analysis for Domain Adaptation Feature Learning with Linear Classifiers 
W Jiang, F Nie, FK Chung, H Huang

2015

Modeling and Analysis of Scholar Mobility on Scientific Landscape 
QF Ying, S Venkatramanan, DM Chiu

2015

Scalable Deep Poisson Factor Analysis for Topic Modeling 
Z Gan, D EDU, C Chen, R Henao, D Carlson

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RoboCup@ Home: Analysis and results of evolving competitions for domestic and service robots 
L Iocchi, D Holz, J Ruiz

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Improving Feature Learning, Feature Selection, and Classification in Facial Expression Analysis 
P Liu

2015

Analysis and synthesis of 3D shape families via deep‐learned generative models of surfaces 
H Huang, E Kalogerakis, B Marlin

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Deep Boosting: Joint Feature Selection and Analysis Dictionary Learning in Hierarchy 
Z Peng, Y Li, Z Cai, L Lin

2015

Implementing Artificial Intelligence based DBN Models: An Experimental Analysis 
KM Alhawiti

2015

Deep Sentence Embedding Using the Long Short Term Memory Network: Analysis and Application to Information Retrieval 
H Palangi, L Deng, Y Shen, J Gao, X He, J Chen

2015

Analysis of Different Sparsity Methods in Constrained RBM for Sparse Representation in Cognitive Robotic Perception 
Z Cui, SS Ge, Z Cao, J Yang, H Ren

2015

Sentiment Analysis with Incremental HumanintheLoop Learning and Lexical Resource Customization 
S Mishra, J Diesner, J Byrne, E Surbeck

2015

Human Interaction Recognition Using Independent Subspace Analysis Algorithm 
N Nguyen, A Yoshitaka

2015

Design, Development and Analysis of the EVDuino Robotics Prototyping Platform 
J Scolnic

2015

Large scale crowd analysis based on convolutional neural network 
L Cao, X Zhang, W Ren, K Huang

2015

Computer Analysis of Images and Patterns: 16th International Conference, CAIP 2015, Valletta, Malta, September 24, 2015 Proceedings 
G Azzopardi, N Petkov

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Early Detection of Combustion Instability from Hispeed Flame Images via Deep Learning and Symbolic Time Series Analysis 
S Sarkar, KG Lore, S Sarkar, V Ramanan

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Determining ePortfolio Elements in Learning Process Using Fuzzy Delphi Analysis 
SNA Mohamad, MA Embi, N Nordin

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The Collaborative Analysis of Student Learning: Professional Learning that Promotes Success for All 
A Colton, G Langer, L Goff

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Text Retrieval analysis based on Deep Learning 
K Liu, L Zhang, Y Sun

2015

Sentiment Data Flow Analysis by Means of Dynamic Linguistic Patterns 
S Poria, E Cambria, A Gelbukh, D Federica Bisio

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Convolution and modal representations in Thagard and Stewart's neural theory of creativity: a critical analysis 
JF de Pasquale, P Poirier

2015

Semantic Analysis in Human Action Recognition: A Comprehensive Study 
Z Zhang, S Liu, S Liu, L Han, Y Shao

2015

Parallel Recursive Deep Model for Sentiment Analysis 
G Tian, Y Zhou

2015

Convergence analysis of Contrastive Divergence algorithm based on gradient method with errors 
X Ma, X Wang

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Manifold Learning with Variational Autoencoder for Medical Image Analysis 
E Park

2015

The Flipped Classroom in Systems Analysis & Design: Leveraging Technology to Increase Student Engagement 
B Saulnier

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Deep Learning in information analysis of electrocardiogram signals for disease diagnostics 
IA Dmitrievich

2015

Fusion of learned multimodal representations and dense trajectories for emotional analysis in videos 
E Acar, F Hopfgartner, S Albayrak

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A Review of Datasets and Load Forecasting Techniques for Smart Natural Gas and Water Grids: Analysis and Experiments. 
M Fagiani, S Squartini, L Gabrielli, S Spinsante

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Automatic Facial Expression Analysis of Students in Teaching Environments 
C Tang, P Xu, Z Luo, G Zhao, T Zou

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An Analysis of Effect of Proportionality among Hidden Layers in Standard Back Propagation Neural Network. 
RK Bhujade, A Pandit, S Asthana

2015

Comparative Analysis of Artificial Hydrocarbon Networks and DataDriven Approaches for Human Activity Recognition 
L Miralles

2015

Analysis of Drug Design for a Selection of G ProteinCoupled NeuroReceptors Using Neural Network Techniques 
C Agerskov, RM Mortensen, HG Bohr

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Unsupervised Sentiment Analysis for Social Media Images 
Y Wang, S Wang, J Tang, H Liu, B Li

2015

Analysis of Physiological for Emotion Recognition with IRS Model 
C Li, C Xu, Z Feng

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Analysis Of Invariant Feature Based Multistage Classifier For CompressedDomain Ship Detection And Recognition 
APONS KUMAR, D SHANKAR

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Analysis and Synthesis of Stochastic Nonlinear Systems 
S Zhong, J Cheng, J Cao, P Balasubramaniam, H Du

2015

Statisticalmechanical analysis of pretraining and fine tuning in deep learning 
M Ohzeki

2015

Progress testing: critical analysis and suggested practices 
M Albanese, SM Case

2015

Dense vs Sparse: A Comparative Study of Sampling Analysis in Scene Classification of HighResolution Remote Sensing Imagery 
J Hu, GS Xia, F Hu, L Zhang

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Topic Modeling for LargeScale Multimedia Analysis and Retrieval 
J Hu, Y Fang, N Ling, L Song

2015

Cancerous Cell Detection Using Histopathological Image Analysis 
A Jain, S Atey, S Vinayak, V Srivastava

2015

Opportunity Analysis for Enterprise Collaboration between Network of SMEs 
M Naeem, A Bouras, Y Ouzrout, N Moalla

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Student Engagement: A PrincipleBased Concept Analysis 
JS Bernard

2015

An overview of stateoftheart partial discharge analysis techniques for condition monitoring 
M Wu, H Cao, J Cao, HL Nguyen, JB Gomes

2015

On Statistical Analysis of Neuroimages with Imperfect Registration 
WH Kim, SN Ravi, SC Johnson, OC Okonkwo, V Singh

2015

Deep Model Based Transfer and MultiTask Learning for Biological Image Analysis 
W Zhang, R Li, T Zeng, Q Sun, S Kumar, J Ye, S Ji

2015

Prediction of changes in the stock market using twitter and sentiment analysis 
IV Serban, DS González, X Wu

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Bypassing the Silence in the Technical and Professional Writing Classroom: Encouraging Agency through Discourse Analysis 
GM Carter

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Scene Text Analysis using Deep Belief Networks 
A Ray, S Rajeswar, S Chaudhury

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Exploring Computer Assisted Learning For Low Achieving Children: A Comparative Analysis Study 
SZ Ahmad, AA Mutalib

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Kernel principal component analysis network for image classification 
D Wu, J Wu, R Zeng, L Jiang, L Senhadji, H Shu

2015

Review Sentiment Analysis Based on Deep Learning 
Z Hu, J Hu, W Ding, X Zheng

2015

Automatic facial attribute analysis via adaptive sparse representation of random patches 
D Mery, K Bowyer

2015

Twitter Sentiment Analysis Using Deep Convolutional Neural Network 
D Stojanovski, G Strezoski, G Madjarov, I Dimitrovski

2015

Teaching, Learning and Planning Practices in Five Colleges of RUB: A Cross Case Analysis 
DC GYAMTSO, TW MAXWELL

2015

A scalable spatiotemporal inference framework based on statistical shape analysis for natural ecosystem monitoring by remote sensing 
X Liu, A Sharma, X Yang, N Nye

2015

Social Network Analysis of TV Drama Characters via Deep Concept Hierarchies 
CJ Nan, KM Kim, BT Zhang

2015

A Deep Analysis on Age Estimation 
I Huerta, C Fernández, C Segura, J Hernando, A Prati

2015

An Analysis and Application of Fast Nonnegative Orthogonal Matching Pursuit for Image Categorization in Deep Networks 
B Wang, J Guo, Y Zhang

2015

On the Expressive Power of Deep Learning: A Tensor Analysis 
N Cohen, O Sharir, A Shashua

2015

Projection spectral analysis 
H Kang, J Ha

2015

FANet: Factor Analysis Neural Network 
J Huang, C Yuan

2015

The Recent Developments and Comparative Analysis of Neural Network and Evolutionary Algorithms for Solving Symbolic Regression 
X Dong, W Dong, Y Yi, Y Wang, X Xu

2015

Lie Detection from Speech Analysis Based on K–SVD Deep Belief Network Model 
Y Zhou, H Zhao, X Pan

2015

Analysis of midwifery students' written reflections to evaluate progression in learning during clinical practice at birthing units 
EK Persson, LJ Kvist, M Ekelin

2015

SentimentSpecific Representation Learning for DocumentLevel Sentiment Analysis 
D Tang

2015

Sentiment Analysis via Integrating Distributed Representations of Variablelength Word Sequence 
Z Cui, X Shi, Y Chen

2015

Scene Analysis by Midlevel Attribute Learning using 2D LSTM networks and an Application to Webimage Tagging 
W Byeon, M Liwicki, TM Breuel

2015

Join Gabor and scattering transform for urine sediment particle texture analysis 
C Li, YY Tang, H Luo, X Zheng

2015

Campus sustainability governance in Canada: a content analysis of postsecondary institutions' sustainability policies 
P Vaughter, M McKenzie, L Lidstone, T Wright

2015

Perturbed Iterate Analysis for Asynchronous Stochastic Optimization 
H Mania, X Pan, D Papailiopoulos, B Recht

2015

Video structured description technology based intelligence analysis of surveillance videos for public security applications 
Z Xu, C Hu, L Mei

2015

Gap Analysis of Natural Language Processing Systems with respect to Linguistic Modality 
V Shukla

2015

Color Image Classification via Quaternion Principal Component Analysis Network 
R Zeng, J Wu, Z Shao, Y Chen, L Senhadji, H Shu

2015

Enhancing entrepreneurship education of engineering students for increasing their metacognitive abilities: analysis of students' selfassessments 
H Ling, U Venesaar

2015

Analysis of CNNbased Speech Recognition System using Raw Speech as Input 
D Palaz, MM Doss, R Collobert

2015

Information Theoretical Analysis of Deep Learning Representations 
Y Furusho, T Kubo, K Ikeda

2015

Exploring colearning behavior of conference participants with visual network analysis of Twitter data 
H Aramo

2015

Learning HigherLevel Features with Convolutional Restricted Boltzmann Machines for Sentiment Analysis 
T Huynh, Y He, S Rüger

2015

Feature Discovery by Deep Learning for Aesthetic Analysis of Evolved Abstract Images 
A Campbell, V Ciesielksi, AK Qin

2015

Successes, Challenges and Future Outlook of Multivariate Analysis In HEP 
H Voss

2015

Deep Linear Discriminant Analysis 
M Dorfer, R Kelz, G Widmer

2015

Archetypal Analysis as an Autoencoder 
C Bauckhage, K Kersting, F Hoppe, C Thurau

2015

Abstract B108: Deep learning for the largescale cancer data analysis 
S Tsuji, H Aburatani

2015

An analysis of deep neural networks for texture classification 
LG Hafemann

2015

To Skip or not to Skip? A Dataset of Spontaneous Affective Response of Online Advertising (SARA) for Audience Behavior Analysis 
S Yang, L An, M Kafai, B Bhanu

2015

On The Analysis Of Deep Convolutional Neural Networks Applied To Building Detection In Satellite Images 
B KARAGÖZ

2015

Deep independence network analysis of structural brain imaging: A simulation study 
E Castro, D Hjelm, S Plis, L Dinh, J Turner, V Calhoun

2015

Measuring Semantic Relatedness using Mined Semantic Analysis 
W Shalaby, W Zadrozny

2015

Social Media Image Analysis for Public Health 
VRK Garimella, A Alfayad, I Weber

2015

Introducing Students to Protein Analysis Techniques: Separation and Comparative Analysis of Gluten Proteins in Various Wheat Strains 
AL Pirinelli, JC Trinidad, NLB Pohl

2015

Emotion identification by facial landmarks dynamics analysis 
A Bandrabur, L Florea, C Florea, M Mancas

2015

A Hierarchical NeuroFuzzy Architecture for Human Behavior Analysis 
G Acampora, P Foggia, A Saggese, M Vento

2015

The struggling student: a thematic analysis from the self‐regulated learning perspective 
R Patel, C Tarrant, S Bonas, J Yates, J Sandars

2015

Yield Prediction through the Event Sequence Analysis of the Die Attach Process 
H Lee, C Kim, H Ko, MK Kim

2015

LowDimensional Tensor Principle Component Analysis 
H Itoh, A Imiya, T Sakai

2015

Analysis of Feature Extracting Ability for Cutting State Monitoring Using Deep Belief Networks 
Y Fu, Y Zhang, H Qiao, D Li, H Zhou, J Leopold

2015

Analysis and Modeling of Academia's Collaborative Decision Support System Based on Key Performance Indicators and Degree of Certainty 
U Asgher, M Romero

2015

Recursive Autoencoder with HowNet Lexicon for SentenceLevel Sentiment Analysis 
X Fu, Y Xu

2015

Big Data Analytic ParadigmsFrom Principle Component Analysis to Deep Learning1 
M Jamshidi, B Tannahill, A Moussavi

2015

Design and Implementation of Novel Agricultural Remote Sensing Image Classification Framework through Deep Neural Network and MultiFeature Analysis 
Y ZHANG

2015

SRDANet: An Efficient Deep Learning Algorithm for Face Analysis 
L Tian, C Fan, Y Ming, J Shi

2015

Deep Learning, Audio Adversaries, and Music Content Analysis 
C Kireliuk, BL Sturm, J Larsen

2015

Analysis of musical structure: an approach based on deep learning 
D ANDREOLETTI

2015

An analysis of student performance in clinical appointment in forensic medicine 
A Mendis, R Samaranayake

2014

Clinical Decision Analysis using Decision Tree 
JM Bae

2014

An Analysis of Unsupervised Pretraining in Light of Recent Advances 
TL Paine, P Khorrami, W Han, TS Huang

2014

Organizational Learning for Library Enhancements: A Collaborative, ResearchDriven Analysis of Academic Department Needs 
JL Loo, EA Dupuis

2014

A Nonparametric Bayesian Approach Toward Stacked Convolutional Independent Component Analysis 
S Chatzis

2014

Indirect shape analysis for 3D shape retrieval 
Z Liu, C Xie, S Bu, X Wang, J Han, H Lin, H Zhang

2014

Nonlinear neighborhood component analysis based on constructive neural networks 
C Qin, S Song, G Huang

2014

Analysis of Multilayer Neural Networks for Object Recognition 
P Agrawal

2014

Nonnegative Factor Analysis of Gaussian Mixture Model Weight Adaptation for Language and Dialect Recognition 
J Glass

2014

Recursive Deep Learning for Sentiment Analysis over Social Data 
C Li, B Xu, G Wu, S He, G Tian, H Hao

2014

HyperSpectral Image Analysis with PartiallyLatent Regression and Spatial Markov Dependencies 
A Deleforge, F Forbes, S Ba, R Horaud

2014

Learning Multiscale Active Facial Patches for Expression Analysis 
L Zhong, Q Liu, P Yang, J Huang, DN Metaxas

2014

A Comparative Analysis of some High Performance Computing Technologies 
M Tripathy, CR Tripathy

2014

Spot the Odd Song Out: Similarity Model Adaptation and Analysis using Relative Human Ratings 
D Wolff

2014

Deep learning for posture analysis in fall detection 
P Feng, M Yu, SM Naqvi, JA Chambers

2014

A Theoretical Analysis of Optimization by Gaussian Continuation 
H Mobahi, JW Fisher III

2014

Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks 
Q You, J Luo, H Jin, J Yang

2014

Stochastic Descent Analysis of Representation Learning Algorithms 
RM Golden

2014

Adapting Linguistic Tools for the Analysis of Italian Medical Records 
G Attardi, V Cozza, D Sartiano

2014

Advances in Empirical Risk Minimization for Image Analysis and Pattern Recognition 
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2014

Analysis on Sense of Object Necessary for Flight Attendants in the Passenger Cabin Broadcasting Process 
J Hu

2014

Integrative Data Analysis of Multiplatform Cancer Data with a Multimodal Deep Learning Approach 
M Liang, Z Li, T Chen, J Zeng

2014

C3D: Generic Features for Video Analysis 
D Tran, L Bourdev, R Fergus, L Torresani, M Paluri

2014

Facial Expression Analysis Based on High Dimensional Binary Features 
SE Kahou, P Froumenty, C Pal

2014

Performance Analysis Of The Recent Role Of Omsa Approaches In Online Social Networks 
JA Kumar, S Abirami, S Murugappan

2014

Joint optimization of algorithmic suites for EEG analysis 
E Santana, AJ Brockmeier, JC Principe

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

Content analysis of West African senior school certificate chemistry examination questions according to cognitive complexity 
AE Okanlawon, YF Adeoti

2014

Mastering New Information through Facebook and a Discussion Forum: A Comparative Analysis 
NKSM Kandasamy

2014

Consensusbased course design and implementation of constructive alignment theory in a power system analysis course 
L Vanfretti, M Farrokhabadi

2014

A proteomic signature predicts response to a therapeutic vaccine in pancreas cancer; analysis from the GI400002 trial 
DA Richards, P Muscarella, T Bekaii

2014

An Investigation of Implementation and Performance Analysis of DNN Based Speech Synthesis System 
Z Chen, K Yu

2014

ImageBased Analysis to Study Plant Infection with Human Pathogens 
M Schikora, A Schikora

2014

Action Recognition Using Hierarchical Independent Subspace Analysis with Trajectory 
VD Luong, L Wang, G Xiao

2014

Physiologic Data Acquisition And Analysis 
BL Davis, TF Rodriguez, AM Reed, J Stach
