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

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

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

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

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

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

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

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

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

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

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

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

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

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

2017

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

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 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

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

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

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

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

2017

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

2017

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

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

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

2017

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

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

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

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

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

2017

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

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

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

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

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

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

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

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

2016

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

2016

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

2016

A survey on the state of healthcare upcoding fraud analysis and detection 
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

Implementation and analysis of deep competitive neural networks 
C Haigh

2016

ContextAware Text Representation for Social Relation Aided Sentiment Analysis 
LM Nguyen

2016

Improving Facial Analysis and Performance Driven Animation through Disentangling Identity and Expression 
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

A semisupervised approach to sentiment analysis using revised sentiment strength based on SentiWordNet 
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

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

2016

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

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

Churn analysis using deep convolutional neural networks and autoencoders 
A Wangperawong, C Brun, O Laudy, R Pavasuthipaisit

2016

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

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

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

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

2016

Fault diagnosis of gearbox using empirical mode decomposition and multifractal detrended crosscorrelation analysis 
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

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

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

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

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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

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

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Analysis dictionary learning for classification 
P Bhattacharjee, A Majumdar

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

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A hybrid wind power forecasting model based on data mining and wavelets analysis 
R Azimi, M Ghofrani, M Ghayekhloo

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Deep Learning in Medical Image Analysis 
P Seeböck

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

2016

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

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Human Activity Analysis using Multimodalities and Deep Learning 
C Zhang

2016

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

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

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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

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

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

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

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

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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

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

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Multimedia Big Data: Content Analysis and Retrieval 
J Hayes

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

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

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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

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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

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

2016

Data Analysis and Classification 
JM Giron

2016

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

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

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

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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

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

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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

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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

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

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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

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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

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

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

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

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

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

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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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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

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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

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

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

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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

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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

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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

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

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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

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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

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

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

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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

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

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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

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

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

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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

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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

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

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

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

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

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

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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

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

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

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

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Projection spectral analysis 
H Kang, J Ha

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FANet: Factor Analysis Neural Network 
J Huang, C Yuan

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

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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

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

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SentimentSpecific Representation Learning for DocumentLevel Sentiment Analysis 
D Tang

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

2015

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

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

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An analysis of deep neural networks for texture classification 
LG Hafemann

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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

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

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

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

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

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

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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

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

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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

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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

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

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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

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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

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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

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

2014

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

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

Advances in Empirical Risk Minimization for Image Analysis and Pattern Recognition 
M Blaschko

2014

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

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

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

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

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
