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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

2017

A Deep Learning Approach For Sentiment Analysis 
M Capua

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

Parallel Computing for Machine Learning in Social Network Analysis 
G Cybenko

2017

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

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

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

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

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

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

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 survey on the state of healthcare upcoding fraud analysis and detection 
R Bauder, TM Khoshgoftaar, N Seliya

2016

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

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

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

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

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

2016

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

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

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

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

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

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

A hybrid wind power forecasting model based on data mining and wavelets analysis 
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

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

2016

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

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

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

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

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

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

Multimedia Big Data: Content Analysis and Retrieval 
J Hayes

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

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

2015

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

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