Year  Title  Author 
2017

SalGAN: Visual Saliency Prediction with Generative Adversarial Networks 
J Pan, C Canton, K McGuinness, NE O'Connor

2017

Probabilistic Modeling and Visualization for Bankruptcy Prediction 
F Antunes, B Ribeiro, F Pereira

2017

Safety prediction of rail transit system based on deep learning 
Y Zhang, J Han, J Liu, T Zhou, J Suni, J Luo

2017

Deep MultiTask Learning for Joint Prediction of Heterogeneous Face Attributes 
F Wang, H Han, S Shan, X Chen

2017

Bike Sharing Prediction using Deep Neural Networks 
C Thirumalai, R Koppuravuri

2017

Conditional Variational Autoencoder for Prediction and Feature Recovery Applied to Intrusion Detection in IoT 
M Lopez

2017

Statistics and Deep Belief NetworkBased Cardiovascular Risk Prediction 
J Kim, U Kang, Y Lee

2017

A Multistage Deep Learning Approach for Business Process Event Prediction 
N Mehdiyev, J Evermann, P Fettke

2017

Machine learningbased prediction of adverse drug effects: an example of seizureinducing compounds 
M Gao, H Igata, A Takeuchi, K Sato, Y Ikegaya

2017

A Multiscale Based Rainfall Amount Prediction Using Multiple Classifier System 
C Valencia

2017

Deep Recurrent Neural Network for Protein Function Prediction from Sequence 
XL Liu

2017

Prediction of traffic characteristics in smart cities based on deep learning mechanisms 
V Gkania, L Dimitriou

2017

TimeSeries Prediction and Applications: A Machine Intelligence Approach 
A Konar, D Bhattacharya

2017

Physicsoffailurebased reliability and life prediction for critical components 
SP Zhu, X Zhang, C Jiang, Y Liu, Z Huang

2017

Costsensitive Deep Learning for Early Readmission Prediction at A Major Hospital 
H Wang, Z Cui, Y Chen, M Avidan, AB Abdallah

2017

Modelfree prediction of noisy chaotic time series by deep learning 
K Yeo

2017

Personalized Maneuver Prediction at Intersections 
V Losing, B Hammer, H Wersing

2017

Mooney Face Classification And Prediction By Learning Across Tone 
TW Ke, XY Stella, D Whitney

2017

A Streaming Data Prediction Method Based on Evolving Bayesian Network 
Y Wang, G Chen, Z Wang

2017

Lithiumion battery remaining useful life prediction with Deep Belief Network and Relevance Vector Machine 
G Zhao, G Zhang, Y Liu, B Zhang, C Hu

2017

A Survey on Deep Video Prediction 
V Ge

2017

Fully Convolutional Object Depth Prediction for 3D Segmentation from 2.5 D Input 
K Wada, K Okada, M Inaba

2017

Prediction of maize phenotype based on wholegenome single nucleotide polymorphisms using deep belief networks 
H Rachmatia, WA Kusuma, LS Hasibuan

2017

SpatioTemporal Anomaly Detection for Industrial Robots through Prediction in Unsupervised Feature Space 
A Munawar, P Vinayavekhin, G De Magistris

2017

DeepCCI: Endtoend Deep Learning for ChemicalChemical Interaction Prediction 
S Kwon, S Yoon

2017

Deep learning for shortterm traffic flow prediction 
NG Polson, VO Sokolov

2017

Prognosis Cancer Prediction Model Using Deep Belief Network Approach. 
FD GHAISANI, ITO WASITO, MOH FATURRAHMAN

2017

Category Prediction of Questions Posted in CommunityBased Question Answering Services Using Deep Learning Methods 
Q Ma, R Kato, M Murata

2017

EndtoEnd Scene Text Recognition with Character Centroid Prediction 
W Zhao, J Ma

2017

Prediction of laminar vortex shedding over a cylinder using deep learning 
S Lee, D You

2017

Cloudbased deep learning of big eeg data for epileptic seizure prediction 
MP Hosseini, H Soltanian

2017

Traffic Speed Prediction and Congestion Source Exploration: A Deep Learning Method 
J Wang, Q Gu, J Wu, G Liu, Z Xiong

2017

Software Defect Prediction via Convolutional Neural Network 
J Li, P He, J Zhu, MR Lyu

2017

Financial Time Series Prediction Using Deep Learning 
A Navon, Y Keller

2017

Disease Prediction from Electronic Health Records Using Generative Adversarial Networks 
U Hwang, S Choi, S Yoon

2017

Prediction Under Uncertainty with ErrorEncoding Networks 
M Henaff, J Zhao, Y LeCun

2017

Deep Learning in Multiple Multistep Time Series Prediction 
C Zang

2017

Deep LearningBased Autosegmentation of Portal Vein for Prediction of Central Liver Toxicity After SBRT 
B Ibragimov, DAS Toesca, DT Chang, AC Koong

2017

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

2017

An approach of improved dynamic deep belief nets modeling for algae bloom prediction 
L Wang, T Zhang, J Xu, J Yu, X Wang, H Zhang, Z Zhao

2017

Deep Forward and Inverse Perceptual Models for Tracking and Prediction 
A Lambert, A Shaban, Z Liu, B Boots

2017

Deep wavelet prediction for image superresolution 
T Guo, HS Mousavi, TH Vu, V Monga

2017

Traffic Parameters Prediction Using a ThreeChannel Convolutional Neural Network 
D Zang, D Wang, J Cheng, K Tang, X Li

2017

Deep Neural Network in Biological Activity Prediction using Deep Belief Network 
F Ghasemi, AR Mehridehnavi, A Fassihi

2017

A new method for enhancer prediction based on deep belief network 
H Bu, Y Gan, Y Wang, S Zhou, J Guan

2017

Combining Deep Learning and Structured Prediction for Segmenting Masses in Mammograms 
N Dhungel, G Carneiro, AP Bradley

2017

Generative Adversarial Reservoirs for natural video prediction 
JJ Hintz

2017

149. Prediction of Grain Storage Temperature Based on Deep Learning 
Z Li

2017

Software Defect Prediction Using Stacked Denoising Autoencoders and Twostage Ensemble Learning 
H Tong, B Liu, S Wang

2017

Deep learning for prediction of survival in idh wildtype gliomas 
P Chang, D Chow, L Poisson, R Jain, C Filippi

2017

Towards Deep EndofTurn Prediction for Situated Spoken Dialogue Systems 
A Maier, J Hough, D Schlangen

2017

Proteinprotein interaction interface residue pair prediction based on deep learning architecture. 
Z Zhao, X Gong

2017

Dynamic Occupancy Grid Prediction for Urban Autonomous Driving: A Deep Learning Approach with Fully Automatic Labeling 
S Hoermann, M Bach, K Dietmayer

2017

Sequencebased prediction of protein protein interaction using a deeplearning algorithm 
T Sun, B Zhou, L Lai, J Pei

2017

Deep Belief Echostate Network and Its Application to Time Series Prediction 
X Sun, T Li, Q Li, Y Huang, Y Li

2017

Stochastic Replica Voting Machine prediction of stable Perovskite and binary alloys 
B Sun, T Mazaheri, J Scher

2017

Deep Recurrent Conditional Random Field Network for Protein Secondary Prediction 
AR Johansen, CK Sønderby, SK Sønderby, O Winther

2017

O77 Deep learning for EEG classification for outcome prediction of postanoxic coma 
M Tjepkema

2017

Prediction and Optimisation of ProteinLigand Affinities by Integral Equation Theory 
MSF Mrugalla

2017

A Study on the Prediction Method of Emergency Room (ER) Pollution Level based on Deep Learning using Scattering Sensor 
ML Choi, MJ Lim, YM Kwon, DK Chung

2017

Efficient Journey Planning and Congestion Prediction Through Deep Learning 
MS Bin Othman, SL Keoh, G Tan

2017

Highly Accurate Prediction of Specific Activity Using Deep Learning 
M Sheinfeld, S Levinson, I Orion

2017

MUFoldSS: Protein Secondary Structure Prediction Using Deep InceptionInsideInception Networks 
C Fang, Y Shang, D Xu

2017

Prediction of Graduation Delay Based on Student Characterisitics and Performance 
T Ojha

2017

Prediction of Cognitive States during Flight Simulation using Multimodal Psychophysiological Sensing 
AR Harrivel, CL Stephens, RJ Milletich, CM Heinich

2017

Deep hierarchical architectures for saliency prediction and salient object detection 
Y Hu

2017

Layerwise feature selection in Stacked Sparse AutoEncoder for tumor type prediction 
V Singh, N Baranwal, RK Sevakula, NK Verma, Y Cui

2017

New insights into the prediction of heterogeneous carbonate reservoir permeability from well logs using artificial intelligence network 
S Elkatatny, M Mahmoud, Z Tariq, A Abdulraheem

2017

Cardiac left ventricular volumes prediction method based on atlas location and deep learning 
G Luo, S Dong, K Wang, H Zhang

2017

A shortterm building cooling load prediction method using deep learning algorithms 
C Fan, F Xiao, Y Zhao

2017

Imagebased deep neural network prediction of the heat output of a stepgrate biomass boiler 
P Tóth, A Garami, B Csordás

2017

A novel passenger flow prediction model using deep learning methods 
L Liu, RC Chen

2017

Connoisseur: classification of styles of Mexican architectural heritage with deep learning and visual attention prediction 
AM Obeso, MSG Vázquez, AAR Acosta

2017

Leveraging Stacked Denoising Autoencoder in Prediction of PathogenHost ProteinProtein Interactions 
H Chen, J Shen, L Wang, J Song

2017

Fiberoptic acousticbased disturbance prediction in pipelines using Deep Learning 
K Ma, H Leung, E Jalilian, D Huang

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

Deep Learning for Chemical Reaction Prediction 
D Fooshee, A Mood, E Gutman, A Tavakoli, G Urban

2017

A regularized deep learning approach for clinical risk prediction of acute coronary syndrome using electronic health records. 
Z Huang, W Dong, H Duan, J Liu

2017

Reduction of Overfitting in Diabetes Prediction Using Deep Learning Neural Network 
A Ashiquzzaman, AK Tushar, M Islam, JM Kim

2017

Personalized Pancreatic Tumor Growth Prediction via Group Learning 
L Zhang, L Lu, RM Summers, E Kebebew, J Yao

2017

A deep learning framework for improving longrange residueresidue contact prediction using a hierarchical strategy 
D Xiong, J Zeng, H Gong

2017

FloodEye: Realtime flash flood prediction system for urban complex water flow 
K Hiroi, N Kawaguchi

2017

Improved protein model quality prediction by changing the target function 
K Uziela, D Menendez Hurtado, N Shu, B Wallner

2017

Somatic Copy Number AlterationBased Prediction of Molecular Subtypes of Breast Cancer Using Deep Learning Model 
MM Islam, R Ajwad, C Chi, M Domaratzki, Y Wang

2017

MultiScale Dense Convolutional Networks for Efficient Prediction 
G Huang, D Chen, T Li, F Wu, L van der Maaten

2017

Prediction of Bioprocess Production Using Deep Neural Network Method 
A Baharin, A Abdullah, SNM Yousoff

2017

DeepTrend: A Deep Hierarchical Neural Network for Traffic Flow Prediction 
X Dai, R Fu, Y Lin, L Li, FY Wang

2017

Traffic Flow Prediction with Rainfall Impact Using A Deep Learning Method 
Y Jia, J Wu, M Xu

2017

Prediction of human protein subcellular localization using deep learning 
L Wei, Y Ding, R Su, J Tang, Q Zou

2017

Perceptual quality prediction on authentically distorted images using a bag of 
D Ghadiyaram, AC Bovik

2017

Multilevel learning based modeling for link prediction and users' consumption preference in Online Social Networks 
P Sharma, S Rathore, JH Park

2017

In vivo prediction of intramuscular fat using ultrasound and deep learning 
J Kvam, J Kongsro

2017

Towards Deep Learning Models for Psychological State Prediction using Smartphone Data: Challenges and Opportunities 
G Mikelsons, M Smith, A Mehrotra, M Musolesi

2017

Defect Prediction in Android Binary Executables Using Deep Neural Network 
F Dong, J Wang, Q Li, G Xu, S Zhang

2017

A deep learningbased approach to material removal rate prediction in polishing 
P Wang, RX Gao, R Yan

2017

Uncertainty Quantification, Image Synthesis and Deformation Prediction for Image Registration 
X Yang

2017

Protein contact prediction by integrating deep multiple sequence alignments, coevolution and machine learning 
B Adhikari, J Hou, J Cheng

2017

A Novel Model Based On FcmLm Algorithm For Prediction Of Protein Folding Rate 
L Liu, M Ma, J Cui

2017

A MRT Daily Passenger Flow Prediction Model with Different Combinations of Influential Factors 
L Liu, RC Chen

2017

Financial Time Series Prediction using Hybrids of Chaos Theory, MultiLayer Perceptron and Multiobjective Evolutionary Algorithms 
V Ravi, D Pradeepkumar, K Deb

2017

Cascade recurring deep networks for audible range prediction 
Y Nam, OS Choo, YR Lee, YH Choung, H Shin

2017

Maria: Accurate Prediction of MHCII Peptide Presentation with DeepLearning and Lymphoma Patient MHCII Ligandome 
B Chen, M Khodadoust, N Olsson, E Fast, LE Wagar

2017

Protein Secondary Structure Prediction Based on Deep Learning 
L Zheng, H Li, N Wu, L Ao

2017

Listening to Chaotic Whispers: A Deep Learning Framework for Newsoriented Stock Trend Prediction 
Z Hu, W Liu, J Bian, X Liu, TY Liu

2017

Mining Big Building Operational Data for Building Cooling Load Prediction and Energy Efficiency Improvement 
F Xiao, S Wang, C Fan

2017

EPSILONCP: using deep learning to combine information from multiple sources for protein contact prediction 
K Stahl, M Schneider, O Brock

2017

Deep Learning for outcome prediction of postanoxic coma 
MJAM van Putten, J Hofmeijer, BJ Ruijter

2017

Holistic Planimetric prediction to Local Volumetric prediction for 3D Human Pose Estimation 
G Moon, JY Chang, Y Suh, KM Lee

2017

Automated Feature Selection and Churn Prediction using Deep Learning Models 
V Umayaparvathi, K Iyakutti

2017

Social Emotion Mining Techniques for Facebook Posts Reaction Prediction 
F Krebs, B Lubascher, T Moers, P Schaap, G Spanakis

2017

Epileptic Seizure Prediction Using Big Data and Deep Learning: Toward a Mobile System 
I Kiral

2017

Improving Direct Physical Properties Prediction of Heterogeneous Materials from Imaging Data via Convolutional Neural Network and a MorphologyAware … 
R Cang, H Li, H Yao, Y Jiao, Y Ren

2017

Deep Learning Approach for Prediction of Heart Disease Using Data mining Classification Algorithm Deep Belief Network 
T Karthikeyan, VA Kanimozhi

2017

A novel left ventricular volumes prediction method based on deep learning network in cardiac MRI 
GN Luo, GX Sun, KQ Wang, SY Dong, HG Zhang

2017

Deep representation learning for human motion prediction and classification 
J Bütepage, M Black, D Kragic, H Kjellström

2017

Learning Traffic as Images: A Deep Convolution Neural Network for Largescale Transportation Network Speed Prediction 
X Ma, Z Dai, Z He, Y Wang

2017

An Analytical Method for Diseases Prediction Using Machine Learning Techniques 
M Nilashi, O bin Ibrahim, H Ahmadi, L Shahmoradi

2017

Structure Prediction for Gland Segmentation with HandCrafted and Deep Convolutional Features 
S Manivannan, W Li, J Zhang, E Trucco, S McKenna

2017

Boosting Deep Learning Risk Prediction with Generative Adversarial Networks for Electronic Health Records 
Z Che, Y Cheng, S Zhai, Z Sun, Y Liu

2017

Prediction of protein function using a deep convolutional neural network ensemble 
EI Zacharaki

2017

A novel soft computing method for engine RUL prediction 
SK Singh, S Kumar, JP Dwivedi

2017

PredictorEstimator: Neural Quality Estimation Based on Target Word Prediction for Machine Translation 
H Kim, HY Jung, H Kwon, JH Lee, SH Na

2017

An Embedded Deep Learning based Word Prediction 
S Yu, N Kulkarni, H Lee, J Kim

2017

DeepLoc: Prediction of protein subcellular localization using deep learning 
JJ Almagro Armenteros, C Kaae Sønderby

2017

Deep Fully Convolutional NetworkBased Spatial Distribution Prediction for Hyperspectral Image Classification 
L Jiao, M Liang, H Chen, S Yang, H Liu, X Cao

2017

Deep LearningBased Corporate Performance Prediction Model Considering Technical Capability 
J Lee, D Jang, S Park

2017

A User Prediction and Identification System for Tor Networks Using ARIMA Model 
T Oda, M Cuka, R Obukata, M Ikeda, L Barolli

2017

Interpretable Convolutional Neural Networks with Dual Local and Global Attention for Review Rating Prediction 
S Seo, J Huang, H Yang, Y Liu

2017

DEEPre: sequencebased enzyme EC number prediction by deep learning 
Y Li, S Wang, R Umarov, B Xie, M Fan, L Li, X Gao

2017

Fully ContextAware Video Prediction 
W Byeon, Q Wang, RK Srivastava, P Koumoutsakos

2017

Respiratory Prediction and Image Quality Improvement of 4D Cone Beam CT and MRI for Lung Tumor Treatments 
S Park

2017

Counterfactual Prediction with Deep Instrumental Variables Networks 
J Hartford, G Lewis, K Leyton

2017

Relational Deep Learning: A Deep Latent Variable Model for Link Prediction 
H Wang, X Shi, DY Yeung

2017

Hierarchical Model for Longterm Video Prediction 
P Wang, Z Yan, J Zhang

2017

Effective Training of Convolutional Neural Networks for FaceBased Gender and Age Prediction 
G Antipov, M Baccouche, SA Berrani, JL Dugelay

2017

Cognitive Subscore Trajectory Prediction in Alzheimer's Disease 
LE Givon, LJ Mariano, AR Schneider, D O'Dowd

2017

On prediction error compressive sensing image reconstruction for face recognition 
S Biswas, J Sil, SP Maity

2017

Learning Deep Structured MultiScale Features using AttentionGated CRFs for Contour Prediction 
D Xu, W Ouyang, X Alameda

2017

Belief Propagation in Conditional RBMs for Structured Prediction 
W Ping, A Ihler

2017

Scalable Deep Traffic Flow Neural Networks for Urban Traffic Congestion Prediction 
M Fouladgar, M Parchami, R Elmasri, A Ghaderi

2017

Shortterm Wind Energy Prediction Algorithm Based on SAGADBNs 
W Fei, WU Zhong

2017

A Deep Learning Approach to the Prediction of Shortterm Traffic Accident Risk 
H Ren, Y Song, JX Liu, Y Hu, J Lei

2017

NewtonGauss curvature matrix based cDBN for online edible fungus drying prediction model 
G Jun

2017

Software Reliability Prediction Using a Deep Learning Model based on the RNN Encoder–Decoder 
J Wang, C Zhang

2017

Protein Function Prediction using Deep Restricted Boltzmann Machines 
X Zou, G Wang, G Yu

2017

Deep Neural Networks for traffic flow prediction 
H Yi, HJ Jung, S Bae

2017

Superior prognosis prediction performance of deep learning for gastric cancer compared to Yonsei prognosis prediction model using Cox regression. 
WJ Hyung, T Son, M Park, H Lee, YN Kim, HI Kim

2017

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

2017

A modified brain emotional learning model for earthquake magnitude and fear prediction 
SH Fakhrmoosavy, S Setayeshi, A Sharifi

2017

A Realtime Action Prediction Framework by Encoding Temporal Evolution for Assembly Tasks 
F Rezazadegan, LS Davis, S Shirazi

2017

Wind Power Prediction using Deep Neural Network based Meta Regression and Transfer Learning 
AS Qureshi, A Khan, A Zameer, A Usman

2017

Stabilizing Adversarial Nets With Prediction Methods 
A Yadav, S Shah, Z Xu, D Jacobs, T Goldstein

2017

Solar Power Prediction Using Deep Learning 
P Poudel, B Jang

2017

Prediction of multidrug resistant TB from CT pulmonary Images based on deep learning techniques 
X Gao, Y Qian

2017

Communication Network Time Series Prediction Algorithm Based on Big Data Method 
T Wang, M Wang

2017

A datadriven method based on deep belief networks for backlash error prediction in machining centers 
Z Li, Y Wang, K Wang

2017

NextStep Conditioned Deep Convolutional Neural Networks Improve Protein Secondary Structure Prediction 
A Busia, N Jaitly

2017

OneStep TimeDependent Future Video Frame Prediction with a Convolutional EncoderDecoder Neural Network 
V Vukotić, SL Pintea, C Raymond, G Gravier

2017

A New Temporal Abstraction for Health Diagnosis Prediction using Deep Recurrent Networks 
A Manashty, JL Thomson

2017

Dual Motion GAN for FutureFlow Embedded Video Prediction 
X Liang, L Lee, W Dai, EP Xing

2017

Coronary luminal and wall mask prediction using convolutional neural network 
Y Hong, YM Hong, Y Jang, S Kim, B Jeon, S Jung

2017

EP1605: Deep learning of radiomics features for survival prediction in NSCLC and Head and Neck carcinoma 
A Jochems, F Hoebers, D De Ruysscher, R Leijenaar

2017

Traffic Matrix Prediction and Estimation Based on Deep Learning for Data Center Networks 
L Nie, D Jiang, L Guo, S Yu, H Song

2017

GMFRCNN: An Integration of Gapped Motif Feature Representation and Deep Learning Approach for Enhancer Prediction 
YS Wong, NK Lee, N Omar

2017

SemiSupervised Deep Learning for Monocular Depth Map Prediction 
Y Kuznietsov, J Stückler, B Leibe

2017

Flame Images for Oxygen Content Prediction of Combustion Systems Using DBN 
Y Liu, Y Fan, J Chen

2017

Time series prediction of stock price using deep belief networks with intrinsic plasticity 
X Li, L Yang, F Xue, H Zhou

2017

Deep architecture for Heparin dosage prediction during continuous renal replacement therapy 
N Kong, X Liu, C Liu, J Lian, H Wang

2017

A Deep Learningbased Multimodel Ensemble Method for Cancer Prediction 
Y Xiao, J Wu, Z Lin, X Zhao

2017

RealTime Deep Learning For Danger Prediction Using Heterogeneous TimeSeries Sensor Data 
R Min, D Song

2017

Singular Point Probability Improve LSTM Network Performance for Longterm Traffic Flow Prediction 
B Liu, J Cheng, K Cai, P Shi, X Tang

2017

Remaining Useful Life Prediction of Hybrid Ceramic Bearings Using an Integrated Deep Learning and Particle Filter Approach 
J Deutsch, M He, D He

2017

3D Deep Learning for Biological Function Prediction from Physical Fields 
V Golkov, MJ Skwark, A Mirchev, G Dikov, AR Geanes

2017

DeepFExt: Deep Feature Extraction for Vessel Segmentation and Centerline Prediction 
G Tetteh, M Rempfler, BH Menze, C Zimmer

2017

Prediction of Stock Market performance by using machine learning techniques 
K Raza

2017

Textbased sentential stress prediction using continuous lexical embedding for Mandarin speech synthesis 
Y Zheng, Y Li, Z Wen, B Liu, J Tao

2017

Deep Learning Based Regression and Multiclass Models for Acute Oral Toxicity Prediction 
Y Xu, J Pei, L Lai

2017

An Introduction to TimeSeries Prediction 
A Konar, D Bhattacharya

2017

Prediction of crime occurrence from multimodal data using deep learning. 
HW Kang, HB Kang

2017

TimeSeries Prediction and Applications 
A Konar, D Bhattacharya

2017

Deep learning methods for protein torsion angle prediction 
H Li, J Hou, B Adhikari, Q Lyu, J Cheng

2017

A Large Scale Prediction Engine for App Install Clicks and Conversions 
N Bhamidipati, R Kant, S Mishra

2017

Autoencoder for wind power prediction 
S Tasnim, A Rahman, AMT Oo, ME Haque

2017

Visual Flow Analysis and Saliency Prediction 
KSS Srinivas

2017

Deep neural networks based order completion time prediction by using realtime job shop RFID data 
C Wang, P Jiang

2017

Disguise Adversarial Networks for Clickthrough Rate Prediction 
Y Deng, Y Shen, H Jin

2017

A hybrid intelligent system for the prediction of Parkinson's Disease progression using machine learning techniques 
M Nilashi, O Ibrahim, H Ahmadi, L Shahmoradi

2017

On Feature Reduction using Deep Learning for Trend Prediction in Finance 
L Troiano, E Mejuto, P Kriplani

2017

A link prediction approach based on deep learning for opportunistic sensor network 
J Shu, Q Chen, L Liu, L Xu

2017

Incident Prediction And Response Using Deep Learning Techniques And Multimodal Data 
AK Baughman, C Eggenberger, AI Martin, DS Stoessel

2017

DeepCpG: accurate prediction of singlecell DNA methylation states using deep learning 
C Angermueller, HJ Lee, W Reik, O Stegle

2017

Prediction of Wind Speed Fluctuation Using Deep Belief Network with Ensemble Learning Method 
S Yoshida, H Suzuki, T Kitajima, T Yasuno

2017

Blood Pressure Prediction via Recurrent Models with Contextual Layer 
X Li, S Wu, L Wang

2017

Deep learning for multimodalbased video interestingness prediction 
Y Shen, CH Demarty, NQK Duong

2017

Dose Prediction with Unet: A Feasibility Study for Predicting Dose Distributions from Contours using Deep Learning on Prostate IMRT Patients 
D Nguyen, T Long, X Jia, W Lu, X Gu, Z Iqbal, S Jiang

2017

Single Image Depth Prediction Using SuperColumn SuperPixel Features 
X Guo, K Nguyen, S Denman, C Fookes, S Sridharan

2017

Deep learningbased drugtarget interaction prediction 
M Wen, Z Zhang, S Niu, H Sha, R Yang, Y Yun, H Lu

2017

Prediction of Air Pollutants Concentration Based on an Extreme Learning Machine: The Case of Hong Kong 
J Zhang, W Ding

2017

A Workload Prediction Approach Using Models Stacking Based on Recurrent Neural Network and Autoencoder 
HM Nguyen, S Woo, J Im, T Jun, D Kim

2017

Exploiting Convolutional Neural Network for Risk Prediction with Medical Feature Embedding 
Z Che, Y Cheng, Z Sun, Y Liu

2017

Prediction of visual attention with deep CNN on artificially degraded videos for studies of attention of patients with Dementia 
S Chaabouni, J Benois

2017

Poststroke discharge disposition prediction using deep learning 
J Cho, Z Hu, M Sartipi

2017

Erratum to: DeepCpG: accurate prediction of singlecell DNA methylation states using deep learning 
C Angermueller, HJ Lee, W Reik, O Stegle

2017

A deep learning based approach for longterm drought prediction 
NA Agana, A Homaifar

2017

Network Traffic Prediction Based on Deep Belief Network in Wireless Mesh Backbone Networks 
L Nie, D Jiang, S Yu, H Song

2017

Computational Methods for the Prediction of DrugTarget Interactions from Drug Fingerprints and Protein Sequences by Stacked AutoEncoder Deep Neural Network 
L Wang, ZH You, X Chen, SX Xia, F Liu, X Yan, Y Zhou

2017

Histopathological Diagnosis for Viable and Nonviable Tumor Prediction for Osteosarcoma Using Convolutional Neural Network 
R Mishra, O Daescu, P Leavey, D Rakheja, A Sengupta

2017

Applying Techniques in Supervised Deep Learning to Steering Angle Prediction in Autonomous Vehicles 
P Penkov, V Sriram, J Ye

2017

DeeperBind: Enhancing Prediction of Sequence Specificities of DNA Binding Proteins 
MD Wang, HR Hassanzadeh

2017

Motion Prediction Under Multimodality with Conditional Stochastic Networks 
K Fragkiadaki, J Huang, A Alemi, S Vijayanarasimhan

2017

A deep learning framework for improving longrange residueresidue contact prediction using a hierarchical strategy. 
D Xiong, J Zeng, H Gong

2017

Multi Resolution LSTM For Long Term Prediction In Neural Activity Video 
Y Song, J Viventi, Y Wang

2017

Evaluating deep learning in chum prediction for everythingasaservice in the cloud 
C Sung, CY Higgins, B Zhang, Y Choe

2017

A deep learning approach to diabetic blood glucose prediction 
H Mhaskar, S Pereverzyev, MD Van Der Walt

2017

Outcome prediction in colorectal cancer using digitized tumor samples and machine learning 
D Bychkov, R Turkki, C Haglund, N Linder, J Lundin

2017

Restricted Boltzmann machine based stock market trend prediction 
Q Liang, W Rong, J Zhang, J Liu, Z Xiong

2017

LongTerm User Location Prediction Using Deep Learning and Periodic Pattern Mining 
MH Wong, VS Tseng, JCC Tseng, SW Liu, CH Tsai

2017

Automatic feature learning for vulnerability prediction 
HK Dam, T Tran, T Pham, SW Ng, J Grundy, A Ghose

2017

Spectrum availability prediction in cognitive aerospace communications: A deep learning perspective 
L Yu, Q Wang, Y Guo, P Li

2017

A big data based deep learning approach for vehicle speed prediction 
Z Cheng, MY Chow, D Jung, J Jeon

2017

System Failure Prediction Using Long ShortTerm Memory Neural Networks 
J Xu, K Zhang, H Zhang, R Min, G Jiang

2017

MultiModal Driving Danger Prediction System for Automobiles 
E Cosatto, I Melvin, HP Graf

2017

Multilabel Prediction via CrossView Search 
X Shen, W Liu, IW Tsang, QS Sun, YS Ong

2017

Multitask Deep Neural Networks in Automated Protein Function Prediction 
AS Rifaioglu, T Doğan, MJ Martin, R Cetin

2017

DeepRT: deep learning for peptide retention time prediction in proteomics 
C Ma, Z Zhu, J Ye, J Yang, J Pei, S Xu, R Zhou, C Yu

2017

Rearend collision prediction scheme based on deep learning in the Internet of Vehicles 
C Chen, H Xiang, T Qiu, C Wang, Y Zhou, V Chang

2017

An Application of Internet Traffic Prediction with Deep Neural Network 
S Narejo, E Pasero

2016

A Deep MultiLevel Network for Saliency Prediction 
M Cornia, L Baraldi, G Serra, R Cucchiara

2016

Fusing Social Networks with Deep Learning for Volunteerism Tendency Prediction 
Y Jia, X Song, J Zhou, L Liu, L Nie, DS Rosenblum

2016

LargeMargin Structured Prediction Extensions of Neural Networks for Automatic Speech Recognition 
S Ravuri

2016

Deeper Depth Prediction with Fully Convolutional Residual Networks 
I Laina, C Rupprecht, V Belagiannis, F Tombari

2016

Time series prediction for evolutions of complex systems: A deep learning approach 
P Jiang, C Chen, X Liu

2016

Deep Learning over Multifield Categorical Data: A Case Study on User Response Prediction 
W Zhang, T Du, J Wang

2016

Deep Learning for Saliency Prediction in Natural Video 
S Chaabouni, J Benois

2016

Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data 
J You, X Li, M Low, D Lobell, S Ermon

2016

Beyond 3D: Extending life of subsea assets by applying advanced simulation and prediction 
P Michalak, G Viecelli

2016

Unsupervised energy prediction in a Smart Grid context using reinforcement crossbuilding transfer learning 
E Mocanu, PH Nguyen, WL Kling, M Gibescu

2016

Using dynamic time warping for quantifying effects of sinusoidal oscillation deviations during EEG time series prediction and for finding interesting EEG and fMRI … 
D Martin

2016

Stock prediction using deep learning 
R Singh, S Srivastava

2016

A very short term wind power prediction approach based on Multilayer Restricted Boltzmann Machine 
X Peng, L Xiong, J Wen, Y Xu, W Fan, S Feng, B Wang

2016

Shortterm prediction of wind power based on deep Long ShortTerm Memory 
Q Xiaoyun, K Xiaoning, Z Chao, J Shuai, M Xiuda

2016

Prediction of residueresidue contact matrix for proteinprotein interaction with Fisher score features and deep learning 
T Du, L Liao, C Wu, B Sun

2016

The Prediction Research of Population Density Based on Deep Learning in Grain Stored Insects 
W Jian

2016

Novel Affective Features For Multiscale Prediction Of Emotion In Music 
N Kumar, T Guha, CW Huang, C Vaz, SS Narayanan

2016

Prediction of Bone Loss Rate Based on Oesteoporosis Risk Features 
M Phil, KS MCA

2016

Interpretable deep neural networks for enhancer prediction 
SG Kim, N Theera

2016

Accurate prediction of docked protein structure similarity using neural networks and restricted Boltzmann machines 
R Farhoodi, B Akbal

2016

Boosting compoundprotein interaction prediction by deep learning 
K Tian, M Shao, S Zhou, J Guan

2016

Impact of Global Network on Localized Link Prediction 
A Martinez

2016

Deep learning for tissue microarray imagebased outcome prediction in patients with colorectal cancer 
D Bychkov, R Turkki, C Haglund, N Linder, J Lundin

2016

Unsupervised energy prediction under smart grid context using reinforcement cross buildings transfer learning 
E Mocanu, PH Nguyen, WL Kling, M Gibescu

2016

Deep Feature Fusion Network for Answer Quality Prediction in Community Question Answering 
SP Suggu, KN Goutham, MK Chinnakotla

2016

The effects of deep network topology on mortality prediction 
H Du, MM Ghassemi, M Feng

2016

DeepLearningBased Approach for Prediction of Algal Blooms 
F Zhang, Y Wang, M Cao, X Sun, Z Du, R Liu, X Ye

2016

Automatically Learning Semantic Features for Defect Prediction 
S Wang, T Liu, L Tan

2016

Deep CTR Prediction in Display Advertising 
J Chen, B Sun, H Li, H Lu, XS Hua

2016

A hybrid wind power prediction method 
Y Tao, H Chen

2016

The role of different sampling methods in improving biological activity prediction using deep belief network 
F Ghasemi, A Fassihi, H Pérez‐Sánchez

2016

Marr Revisited: 2D3D Alignment via Surface Normal Prediction 
A Bansal, B Russell, A Gupta

2016

Perceptual Quality Prediction on Authentically Distorted Images Using a Bag of Features Approach 
D Ghadiyaram, AC Bovik

2016

Gaussian Neuron in Deep Belief Network for Sentiment Prediction 
Y Jin, D Du, H Zhang

2016

From Pixels to Sentiment: Finetuning CNNs for Visual Sentiment Prediction 
V Campos, B Jou, X Giro

2016

Continuous Fundamental Frequency Prediction with Deep Neural Networks 
BP Tóth, TG Csapó

2016

Time Series Prediction Based on Multiple Artificial Neural Network 
F Li, J Liu

2016

MUSTCNN: A MUltilayer ShiftandsTitch Deep Convolutional Architecture for Sequencebased Protein Structure Prediction 
Z Lin, Y Qi

2016

GenomeWide Prediction of cisRegulatory Regions Using Supervised Deep Learning Methods 
Y Li, W Shi, WW Wasserman

2016

Deep Learning Driven Visual Path Prediction from a Single Image 
S Huang, X Li, Z Zhang, Z He, F Wu, W Liu, J Tang

2016

Intraand InterFractional Variation Prediction of Lung Tumors Using Fuzzy Deep Learning 
S Park, SJ Lee, E Weiss, Y Motai

2016

Classifficationbased Financial Markets Prediction using Deep Neural Networks 
M Dixon, D Klabjan, JH Bang

2016

Research on CTR Prediction for Contextual Advertising Based on Deep Architecture Model 
Z Jiang

2016

A Fully Convolutional Neural Network based Structured Prediction Approach Towards the Retinal Vessel Segmentation 
A Dasgupta, S Singh

2016

Protein Secondary Structure Prediction Using Deep Multiscale Convolutional Neural Networks and NextStep Conditioning 
A Busia, J Collins, N Jaitly

2016

Face Attribute Prediction with classification CNN 
Y Zhong, J Sullivan, H Li

2016

Jointly Modeling Review Content and Aspect Ratings for Review Rating Prediction 
Z Jin, Q Li, DD Zeng, YC Zhan, R Liu, L Wang, H Ma

2016

Exploiting Twitter Moods to Boost Financial Trend Prediction Based on Deep Network Models 
Y Huang, K Huang, Y Wang, H Zhang, J Guan, S Zhou

2016

Interdatacenter network traffic prediction with elephant flows 
Y Li, H Liu, W Yang, D Hu, W Xu

2016

Automated 5year Mortality Prediction using Deep Learning and Radiomics Features from Chest Computed Tomography 
G Carneiro, L Oakden

2016

R2C: Improving ab initio residue contact map prediction using dynamic fusion strategy and Gaussian noise filter 
J Yang, QY Jin, B Zhang, HB Shen

2016

ProtPOS: a python package for the prediction of protein preferred orientation on a surface 
JCF Ngai, PI Mak, SWI Siu

2016

EEGbased prediction of driver's cognitive performance by deep convolutional neural network 
M Hajinoroozi, Z Mao, TP Jung, CT Lin, Y Huang

2016

Traffic speed prediction using deep learning method 
Y Jia, J Wu, Y Du

2016

TwoStream Convolutional Networks for Dynamic Saliency Prediction 
Ç Bak, A Erdem, E Erdem

2016

Correction of: Sleep Quality Prediction From Wearable Data Using Deep Learning. 
A Sathyanarayana, S Joty, L Fernandez

2016

User Personalized Satisfaction Prediction via Multiple Instance Deep Learning 
Z Chen, B Gao, H Zhang, Z Zhao, D Cai

2016

Algorithms for Drug Sensitivity Prediction 
C De Niz, R Rahman, X Zhao, R Pal

2016

Protein Secondary Structure Prediction by using Deep Learning Method 
Y Wang, H Mao, Z Yi

2016

Protein contact prediction from amino acid coevolution using convolutional networks for graphvalued images 
V Golkov, MJ Skwark, A Golkov, A Dosovitskiy, T Brox

2016

Breast Cancer Survivability Prediction via Classifier Ensemble 
M Al

2016

Generalized Prediction Model for Detection of Psychiatric Disorders 
B Sen

2016

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

2016

Combining Software Metrics and Text Features for Vulnerable File Prediction 
Y Zhang, D Lo, X Xia, B Xu, J Sun, S Li

2016

Are All Objects Equal? Deep SpatioTemporal Importance Prediction in Driving Videos 
E Ohn

2016

Emotion Prediction from UserGenerated Videos by Emotion Wheel Guided Deep Learning 
CT Ho, YH Lin, JL Wu

2016

Factorization Ranking Model for Fast Move Prediction in the Game of Go 
C Xiao

2016

Odor Impression Prediction from Mass Spectra 
Y Nozaki, T Nakamoto

2016

Deep SpatioTemporal Residual Networks for Citywide Crowd Flows Prediction 
J Zhang, Y Zheng, D Qi

2016

Stacked Autoencoder Based Identification of Monsoon Predictors for Prediction of Indian Summer Monsoon 
M Saha, A Santara, P Mitra, A Chakraborty

2016

Prediction of driver's drowsy and alert states from EEG signals with deep learning 
M Hajinoroozi, Z Mao, Y Huang

2016

Shallow and Deep Convolutional Networks for Saliency Prediction 
J Pan, K McGuinness, E Sayrol, N O'Connor

2016

A deep learning approach for VM workload prediction in the cloud 
F Qiu, B Zhang, J Guo

2016

Joint Prediction of Chronic Conditions Onset: Comparing Multivariate Probits with Multiclass Support Vector Machines 
SG Pour, F Girosi

2016

A Comparison of Traffic Flow Prediction Methods Based on DBN 
C Monographs, T Monographs, T Monographs

2016

Prediction of visual attention with Deep CNN for studies of neurodegenerative diseases 
S Chaabouni, F Tison, J Benois

2016

Scene Text Detection via Holistic, MultiChannel Prediction 
C Yao, X Bai, N Sang, X Zhou, S Zhou, Z Cao

2016

Early Prediction of Extreme Rainfall Events: A Deep Learning Approach 
S Gope, S Sarkar, P Mitra, S Ghosh

2016

Sound quality prediction of vehicle interior noise using deep belief networks 
HB Huang, XR Huang, RX Li, TC Lim, WP Ding

2016

Hierarchical Aggregation Based Deep Aging Feature for Age Prediction 
J Qiu, Y Dai, Y Zhang, JM Alvarez

2016

Peptide retention time prediction 
L Moruz, L Käll

2016

Unified Depth Prediction and Intrinsic Image Decomposition from a Single Image via Joint Convolutional Neural Fields 
S Kim, K Park, K Sohn, S Lin

2016

Ontologybased Deep Learning for Human Behavior Prediction with Explanations in Health Social Networks 
N Phan, D Dou, H Wang, D Kil, B Piniewski

2016

RNA Secondary Structure Prediction Using Neural Machine Translation 
L Zhang

2016

Protein ResidueResidue Contact Prediction Using Stacked Denoising Autoencoders 
IV Luttrell, J Bailey

2016

Traffic Matrix Prediction and Estimation Based on Deep Learning in Largescale IP Backbone Networks 
L Nie, D Jiang, L Guo, S Yu

2016

Sleep Quality Prediction From Wearable Data Using Deep Learning 
A Sathyanarayana, S Joty, L Fernandez

2016

DCAP: A deep convolution architecture for prediction of urban growth 
S Pal, S Chowdhury, SK Ghosh

2016

Deep Neural Network for Structural Prediction and Lane Detection in Traffic Scene. 
J Li, X Mei, D Prokhorov

2016

Single trial prediction of normal and excessive cognitive load through EEG feature fusion 
P Bashivan, M Yeasin, GM Bidelman

2016

Transfer learning with deep networks for saliency prediction in natural video 
S Chaabouni, J Benois

2016

Dense prediction for text line segmentation in handwritten document images 
QN Vo, GS Lee

2016

Risk Prediction with Electronic Health Records: A Deep Learning Approach 
Y Cheng, F Wang, P Zhang, J Hu

2016

A Time Series Forecasting Model Based on Deep Learning Integrated Algorithm with Stacked Autoencoders and SVR for FX Prediction 
H Shen, X Liang

2016

Structured Output SVM Prediction of Apparent Age, Gender and Smile From Deep Features 
M Uricár, CTU FEE, R Timofte, R Rothe, J Matas

2016

Structured Prediction of 3D Human Pose with Deep Neural Networks 
B Tekin, I Katircioglu, M Salzmann, V Lepetit, P Fua

2016

Protein Residue Contacts and Prediction Methods 
B Adhikari, J Cheng

2016

On the Synergies Between Quantum Mechanics and Machine Learning in Reaction Prediction 
P Sadowski, DR Fooshee, N Subrahmanya, P Baldi

2016

3D Deep Learning for Multimodal ImagingGuided Survival Time Prediction of Brain Tumor Patients 
D Nie, H Zhang, E Adeli, L Liu, D Shen

2016

Dialysis patients' hospital readmission prediction using artificial neural networks 
G Hatem

2016

A deep learning approach for human behavior prediction with explanations in health social networks: social restricted Boltzmann machine (SRBM+) 
N Phan, D Dou, B Piniewski, D Kil

2016

IPMiner: hidden ncRNAprotein interaction sequential pattern mining with stacked autoencoder for accurate computational prediction 
X Pan, YX Fan, J Yan, HB Shen

2016

deepMiRGene: Deep Neural Network based Precursor microRNA Prediction 
S Park, S Min, H Choi, S Yoon

2016

Prediction of Facial Key points in Images Using Neural Networks 
M Bhelande, A Krishnan, A Bharadwaj, N Palecha

2016

Recurrent Neural Networks for Customer Purchase Prediction on Twitter 
M Korpusik, S Sakaki, FCYY Chen

2016

AUCpreD: proteomelevel protein disorder prediction by AUCmaximized deep convolutional neural fields 
S Wang, J Ma, J Xu

2016

Image Prediction for Limitedangle Tomography via Deep Learning with Convolutional Neural Network 
H Zhang, L Li, K Qiao, L Wang, B Yan, L Li, G Hu

2016

Learning Deep Architectures for Interaction Prediction in Structurebased Virtual Screening 
A Gonczarek, JM Tomczak, S Zaręba, J Kaczmar

2016

Backbone Dihedral Angle Prediction 
O Zimmermann

2016

From Facial Expression Recognition to Interpersonal Relation Prediction 
Z Zhang, P Luo, CC Loy, X Tang

2016

Hedge Fund Return Prediction and Fund Selection: A MachineLearning Approach 
J Chen, W Wu, ML Tindall

2016

Rich Punctuations Prediction Using Largescale Deep Learning 
W Xueyang, X Wu, S Zhu, Y Wu

2016

Using Deep Learning for Compound Selectivity Prediction 
R Zhang, J Li, J Lu, R Hu, Y Yuan, Z Zhao

2016

deepTarget: Endtoend Learning Framework for microRNA Target Prediction using Deep Recurrent Neural Networks 
B Lee, J Baek, S Park, S Yoon

2016

EnhancerDBN: An Enhancer Prediction Method Based on Deep Belief Network 
S Zhou

2016

Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning 
W Lotter, G Kreiman, D Cox

2016

Local PerturbandMAP for Structured Prediction 
G Bertasius, Q Liu, L Torresani, J Shi

2016

Gene expression prediction using lowrank matrix completion 
A Kapur, K Marwah, G Alterovitz

2016

Learningbased power prediction for data centre operations via deep neural networks 
Y Li, H Hu, Y Wen, J Zhang

2016

Face Attribute Prediction Using OffTheShelf Deep Learning Networks 
Y Zhong, J Sullivan, H Li

2016

Patch Based Confidence Prediction for Dense Disparity Map 
A Seki, M Pollefeys

2016

Deep neural network for structural prediction and lane detection in traffic scene 
J Li, X Mei, D Prokhorov

2016

DeepSTEP: A Deep Learning Approach for Spatiotemporal Prediction of Remote Sensing Data 
M Das, SK Ghosh

2016

CoarsetoFine Volumetric Prediction for SingleImage 3D Human Pose 
G Pavlakos, X Zhou, KG Derpanis, K Daniilidis

2016

High Spatial Resolution Prediction 
AY Aravkin, Y Kim

2016

A Software Reliability Prediction Based On Rbm Algorithm Improvement Method 
CH Yang, SL Chen, QY Dai, YH Liu, DF Chen

2016

CGBVS‐DNN: Prediction of Compound‐protein Interactions Based on Deep Learning 
M Hamanaka, K Taneishi, H Iwata, J Ye, J Pei, J Hou

2015

Improving MiRNA prediction accuracy by deep learning strategies 
B Xue

2015

Bone disease prediction and phenotype discovery using feature representation over electronic health records 
H Li, X Li, X Jia, M Ramanathan, A Zhang

2015

Multimodal Learning Based Approaches for Link Prediction in Social Networks 
F Liu, B Liu, C Sun, M Liu, X Wang

2015

Theory, Methods, and Applications of Coevolution in Protein Contact Prediction 
J Ma, S Wang

2015

Prediction of NOx Emissions from a Biomass Fired Combustion Process Based on Flame Radical Imaging and Deep Learning Techniques 
N Li, G Lu, X Li, Y Yan

2015

Learning Informative Edge Maps for Indoor Scene Layout Prediction 
A Mallya, S Lazebnik

2015

Improving Object Detection with Deep Convolutional Networks via Bayesian Optimization and Structured Prediction 
Y Zhang, K Sohn, R Villegas, G Pan, H Lee

2015

Improving prediction of secondary structure, local backbone angles, and solvent accessible surface area of proteins by iterative deep learning 
R Heffernan, K Paliwal, J Lyons, A Dehzangi

2015

An application of deep learning for trade signal prediction in financial markets 
AC Turkmen, AT Cemgil

2015

A Deep Learning Prediction Process Accelerator Based FPGA 
Q Yu, C Wang, X Ma, X Li, X Zhou

2015

Deep Neural Networks for Wind Energy Prediction 
D Díaz, A Torres, JR Dorronsoro

2015

PrivacyPreserving Link Prediction in Decentralized Online Social Networks 
Y Zheng, B Wang, W Lou, YT Hou

2015

User Modeling with Neural Network for Review Rating Prediction 
D Tang, B Qin, T Liu, Y Yang

2015

Human Activity Recognition and Prediction 
Y Fu

2015

6D Object Detection and NextBestView Prediction in the Crowd 
A Doumanoglou, R Kouskouridas, S Malassiotis

2015

Unsupervised Visual Representation Learning by Context Prediction 
C Doersch, A Gupta, AA Efros

2015

Boosted Categorical Restricted Boltzmann Machine for Computational Prediction of Splice Junctions 
T Lee, S Yoon

2015

AtomNet: A Deep Convolutional Neural Network for Bioactivity Prediction in Structurebased Drug Discovery 
I Wallach, M Dzamba, A Heifets

2015

User Conditional Hashtag Prediction for Images 
E Denton, J Weston, M Paluri, L Bourdev, R Fergus

2015

Visual Saliency Prediction using Deep learning Techniques 
J Pan

2015

Vehicle Speed Prediction using Deep Learning 
J Lemieux, Y Ma

2015

SecondOrder Constrained Parametric Proposals and Sequential SearchBased Structured Prediction for Semantic Segmentation in RGBD Images 
D Banica, C Sminchisescu

2015

Time Series Prediction Using Restricted Boltzmann Machines and Backpropagation 
R Hrasko, AGC Pacheco, RA Krohling

2015

Accurate localized short term weather prediction for renewables planning 
D Corne, M Dissanayake, A Peacock, S Galloway

2015

Electronic Imaging & Signal Processing Automatic quality prediction of authentically distorted pictures 
D Ghadiyaram, A Bovik

2015

Continuous Travel Time Prediction for Transit Signal Priority Based on a Deep Network 
X Gang, W Kang, F Wang, F Zhu, Y Lv, X Dong

2015

Improving Link Prediction in Social Networks by User Comments and Sentiment Lexicon 
F Liu, B Liu, C Sun, M Liu, X Wang

2015

ActionConditional Video Prediction using Deep Networks in Atari Games 
J Oh, X Guo, H Lee, R Lewis, S Singh

2015

Multi Task Sequence Learning for Depression Scale Prediction from Video 
L Chao, J Tao, M Yang, Y Li

2015

Learning Ensembles of Potential Functions for Structured Prediction with Latent Variables 
H Hajimirsadeghi, G Mori

2015

Deep Learning for JustinTime Defect Prediction 
X Yang, D Lo, X Xia, Y Zhang, J Sun

2015

Retrieval Term Prediction Using Deep Belief Networks 
Q Ma, I Tanigawa, M Murata

2015

Deep Learning Architecture with Dynamically Programmed Layers for Brain Connectome Prediction 
V Veeriah, R Durvasula, GJ Qi

2015

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

2015

ACCEPT: Introduction of the Adverse Condition and Critical Event Prediction Toolbox 
RA Martin, D Santanu, VM Janakiraman, S Hosein

2015

Markov Based Social User Interest Prediction 
D An, X Zheng

2015

Minimalistic CNNbased ensemble model for gender prediction from face images 
G Antipov, SA Berrani, JL Dugelay

2015

Deep Belief NetworkBased Approaches for Link Prediction in Signed Social Networks 
F Liu, B Liu, C Sun, M Liu, X Wang

2015

Highorder semiRestricted Boltzmann Machines and Deep Models for accurate peptideMHC binding prediction 
R Min, P Kuksa, X Ning

2015

Hybrid approach to crime prediction using deep learning 
J Azeez, DJ Aravindhar

2015

Geology Driven EUR Prediction Using Deep Learning 
L Crnkovic

2015

DeepSense: A novel learning mechanism for traffic prediction with taxi GPS traces 
X Niu, Y Zhu, X Zhang

2015

Prediction of Clinical Drug Response Based on Differential Gene Expression Levels 
Z Yue, Y Chen, J Xia

2015

Prediction of Molecular Substructure Using Mass Spectral Data Based on Deep Learning 
ZS Zhang, LL Cao, J Zhang, P Chen, C Zheng

2015

An Overview of Practical Applications of Protein Disorder Prediction and Drive for Faster, More Accurate Predictions 
X Deng, J Gumm, S Karki, J Eickholt, J Cheng

2015

Endtoend Convolutional Network for Saliency Prediction 
J Pan, X Giró

2015

Deep Active Object Recognition by Joint Label and Action Prediction 
M Malmir, K Sikka, D Forster, I Fasel, JR Movellan

2015

DNALevel Splice Junction Prediction using Deep Recurrent Neural Networks 
B Lee, T Lee, B Na, S Yoon

2015

Deep Learning Architectures for Soil Property Prediction 
M Veres, G Lacey, GW Taylor

2015

Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks 
S Bengio, O Vinyals, N Jaitly, N Shazeer

2015

Stock Price Prediction via Deep Belief Networks 
X Chen

2015

ImageBased Popularity Prediction 
A Goswami, SH Chung

2015

Ontologybased Deep Learning for Human Behavior Prediction in Health Social Networks 
NH Phan, D Dou, H Wang, D Kil, B Piniewski

2015

Planktons Prediction using Deep Learning CS 396A: Undergraduate Project 
S Garg

2015

CS771: Group 8 Forest Cover Type Prediction 
SAMKG Shefali, GV Gupta

2015

Resilient Propagation for Multivariate Wind Power Prediction 
J Stubbemann, NA Treiber, O Kramer

2015

Learning Deep Architectures for Protein Structure Prediction 
K Baek

2015

Protein secondary structure prediction using deep convolutional neural fields 
S Wang, J Peng, J Ma, J Xu

2015

Feature extraction with deep belief networks for driver's cognitive states prediction from EEG data 
M Hajinoroozi, TP Jung, CT Lin, Y Huang

2015

Classifier Adaptation at Prediction Time 
A Royer, CH Lampert

2015

Multistepahead host load prediction using autoencoder and echo state networks in cloud computing 
Q Yang, Y Zhou, Y Yu, J Yuan, X Xing, S Du

2015

Toxicity Prediction using Deep Learning 
T Unterthiner, A Mayr, G Klambauer, S Hochreiter

2015

Leveraging temporal properties of news events for stock market prediction 
A Yoshihara, K Seki, K Uehara

2015

Feature maps driven noreference image quality prediction of authentically distorted images 
D Ghadiyaram, A Bovik

2015

LargeScale Transportation Network Congestion Evolution Prediction Using Deep Learning Theory 
X Ma, H Yu, Y Wang, Y Wang

2015

Modeling prediction and pattern recognition in the early visual and olfactory systems 
B Kaplan

2015

A comparative study of two prediction models for brain tumor progression 
D Zhou, L Tran, J Wang, J Li

2015

Rotationinvariant convolutional neural networks for galaxy morphology prediction 
S Dieleman, KW Willett, J Dambre

2015

Recursive Training of 2D3D Convolutional Networks for Neuronal Boundary Prediction 
K Lee, A Zlateski, V Ashwin, HS Seung

2015

DeepTox: Toxicity Prediction using Deep Learning 
A Mayr, G Klambauer, T Unterthiner, S Hochreiter

2015

Transfer learning for shortterm wind speed prediction with deep neural networks 
Q Hu, R Zhang, Y Zhou

2015

Deep Learning for Toxicity and Target Prediction 
G Klambauer

2015

Diving Deep into Sentiment: Understanding Finetuned CNNs for Visual Sentiment Prediction 
V Campos, A Salvador, B Jou, X Giró

2015

Multimodal Deep Belief Network Based Link Prediction and User Comment Generation 
F Liu, B Liu, C Sun, M Liu, X Wang

2015

A Distribution Adaptive Framework for Prediction Interval Estimation Using Nominal Variables 
A Eetemadi, I Tagkopoulos

2015

Structured Prediction Energy Networks 
D Belanger, A McCallum

2015

Deep multiscale video prediction beyond mean square error 
M Mathieu, C Couprie, Y LeCun

2015

Deep Recurrent Neural Networks for Sequential Phenotype Prediction in Genomics 
F Pouladi, H Salehinejad, AM Gilani

2015

A DataDriven TwoStage Maintenance Framework for Degradation Prediction in Semiconductor Manufacturing Industries 
M Luo, HC Yan, B Hu, JH Zhou, CK Pang

2015

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

2015

Access Prediction for Knowledge Workers in Enterprise Data Repositories 
C Verma, M Hart, S Bhatkar, A Parker

2015

Learning Latent Temporal Manifolds for Recognition and Prediction of Multiple Actions in Streaming Videos using Deep Networks 
BM Nair

2015

Online Prediction of Activities with Structure: Exploiting Contextual Associations and Sequences 
NH Kirk, K Ramirez

2015

ShortTerm Mortality Prediction in Advanced Cancer Patients Eligible for EndofLife (EOL) Care Processes Using Electronic Health Records 
A Elfiky

2014

Predictive Encoding of Contextual Relationships for Perceptual Inference, Interpolation and Prediction 
M Zhao, C Zhuang, Y Wang, TS Lee

2014

Wind Power Prediction and Pattern Feature Based on Deep Learning Method 
Y Tao, H Chen, C Qiu

2014

Performance Prediction by Deep Learning Methods for Semiconductor Manufacturing 
S Zhang, F Qiao, M Liu

2014

Prediction of Stock Trend Based on Deep Belief Networks 
ZY Xu, LN Tang, CP Tian

2014

Traffic Flow Prediction With Big Data: A Deep Learning Approach 
Y Lv, Y Duan, W Kang, Z Li, FY Wang

2014

GPU Implementation of a Deep Learning Network for Financial Prediction 
R Kumar, AK Cheema

2014

Visual Sentiment Prediction with Deep Convolutional Neural Networks 
C Xu, S Cetintas, KC Lee, LJ Li

2014

Learning Distributed Representations for Structured Output Prediction 
V Srikumar, CD Manning

2014

Learning Methods for Variable Selection and Time Series Prediction 
D Sovilj

2014

MultiTask Deep Networks for Drug Target Prediction 
T Unterthiner, A Mayr, G Klambauer, M Steijaert
