Year  Title  Author 
2017

Neuroevolution of Autoencoders by Genetic Algorithm 
H Okada

2017

A mothed of improving identification accuracy via deep learning algorithm under condition of deficient labeled data 
JG Wang, ZD Cao, BH Yang, SW Ma, MR Fei, H Wang

2017

Weight Initializationbased Partial Training Algorithm 
JJ Kim, M Ryu, SH Cha, KH Cho

2017

A Novel Face Recognition Algorithm based on the Deep Convolution Neural Network and Key Points Detection Jointed Local Binary Pattern Methodology 
W Huang, S Zhang

2017

Video DeInterlacing Algorithm based on Deep Learning and Motion Compensation 
CC Chang

2017

A Deep Learning aided predictive Mining Algorithm for Subgraphs 
L Servadei, C Möstl, F Bär, M Möhring, R Schmidt

2017

Through wall human detection under small samples based on deep learning algorithm 
W Wang, Y Jiang, D Wang, M Zhang

2017

Enhancement Of Fast Face Detection Algorithm Based On A Cascade Of Decision Trees. 
VV Khryashchev, AA Lebedev, AL Priorov

2017

Research and application of a hybrid wavelet neural network model with the improved cuckoo search algorithm for electrical power system forecasting 
L Xiao, W Shao, M Yu, J Ma, C Jin

2017

Detecting anomalies in time series data via a deep learning algorithm combining wavelets, neural networks and Hilbert transform 
S Kanarachos, SRG Christopoulos, A Chroneos

2017

Object Detection from a Vehicle Using Deep Learning Network and Future Integration with MultiSensor Fusion Algorithm 
RS Dheekonda, S Panda, M Hasan, S Anwar

2017

A review on optimization algorithm for deep learning method in bioinformatics field 
SNM Yousoff, A Baharin, A Abdullah

2017

Image processing and understanding based on graph similarity testing: algorithm design and software development 
J Kang

2017

Genetic Algorithm Based Deep Learning Parameters Tuning for Robot Object Recognition and Grasping 
D Hossain, G Capi

2017

Superiority of PCA algorithm for Facial Expression Recognition 
M Santosh, A Kumar

2017

An Enhanced CIA tree Using String Matching Algorithm 
S Renu, SHK Veni

2017

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

2017

A Biobjective Genetic Algorithm Optimization of ChaosDNA Based Hybrid Approach 
S Suri, R Vijay

2017

Multipurpose Zero Watermarking Algorithm for Color Image Based on SVD and DBN 
Z Yanxia

2017

Image Compression Based on Genetic Algorithm and Deep Neural Network 
H Deng, H Liu, F Wang, Z Wang, Y Wang

2017

Deep learning for algorithm portfolios 
A Loreggia, Y Malitsky, HC Samulowitz, VA Saraswat

2017

MultipleReservoir Scheduling Using βHill Climbing Algorithm 
E Alsukni, OS Arabeyyat, MA Awadallah, L Alsamarraie

2017

Bilinear Manifoldbased Selforganizing Information Deep Learning Algorithm 
L Zhou

2017

A novel relocation method for simultaneous localization and mapping based on deep learning algorithm 
J Cao, B Zeng, J Liu, Z Zhao, Y Su

2017

Malware detection based on deep learning algorithm 
D Yuxin, Z Siyi

2017

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

2017

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

2017

An Efficient Distributed Database Clustering Algorithm for Big Data Processing 
Q SUN, L FU, B Deng, X Pei, J SUN

2017

Distributed training strategies for a computer vision deep learning algorithm on a distributed GPU cluster 
V Campos, F Sastre, M Yagües, M Bellver

2017

A fast and memory saved GPU acceleration algorithm of convolutional neural networks for target detection 
S Li, Y Dou, X Niu, Q Lv, Q Wang

2017

A pipelined Pretraining algorithm for DBNs 
Z Ma, T Li, S Yang, L Zhang

2017

Credibility Evaluation Algorithm Based on Deep Learning 
L Mengling, L Zhendong

2017

Deformable Object Matching Algorithm Using Fast Agglomerative Binary Search Tree Clustering 
J Jeong, I Won, H Yang, B Lee, D Jeong

2017

A recommendation algorithm of wemedia articles 
F Sun, P Wang, X Liu, L Zhai

2017

Fusion Algorithm of Multifocus Images with Weighted Ratios and Weighted Gradient Based on Wavelet Transform 
W Chen, M Hu, L Zhou, H Gu, X Zhang

2017

A Crop Pests Image Classification Algorithm Based on Deep Convolutional Neural Network 
RJ Wang, J Zhang, W Dong, J Yu, CJ Xie, R Li

2017

Edge Enhanced Traffic Scene Segmentation Algorithm with Deep Neural Network 
W Liu, H Tian, J Hu, S Cheng, H Yuan

2017

A finger vein recognition algorithm based on deep learning 
C Chen, Z Wu, J Zhang, P Li, F Azmat

2017

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

2017

Extraction of Major Features for Major Adverse Cardiac Events from KAMIR Dataset Based on Deep Learning Algorithm 
H Park

2017

Deeplearningbased object recognition system and gridmapbased path planning algorithm for object tracking of swarm robots 
H Kim， 김한근

2017

Smart pathological brain detection by synthetic minority oversampling technique, extreme learning machine, and Jaya algorithm 
YD Zhang, G Zhao, J Sun, X Wu, ZH Wang, HM Liu

2017

Development of Finegrained Pill Identification Algorithm using Deep Convolutional Network 
YF Wong, HT Ng, KY Leung, KY Chan, SY Chan

2017

DANoC: An Efficient Algorithm and Hardware Codesign of Deep Neural Networks on Chip. 
X Zhou, S Li, F Tang, S Hu, Z Lin, L Zhang

2017

A novel deep learning algorithm for incomplete face recognition: Lowrankrecovery network 
J Zhao, Y Lv, Z Zhou, F Cao

2017

Using Deep Learning Method for Classification: A Proposed Algorithm for the ISIC 2017 Skin Lesion Classification Challenge 
W Zhang, L Gao, R Liu

2017

Neural Network training model for weather forecasting using Fireworks Algorithm 
S Suksri, W Kimpan

2017

Parallel Implementation of the Givens Rotations in the Neural Network Learning Algorithm 
J Bilski, B Kowalczyk, JM Żurada

2017

A Hybrid Algorithm of Extreme Learning Machine and Sparse AutoEncoder 
Y Lin, Y Liang, S Yoshida, X Feng, R Guan

2017

Head pose estimation algorithm based on deep learning 
Y Cao, Y Liu

2017

Direct detection of pixellevel myocardial infarction areas via a deeplearning algorithm 
C Xu, L Xu, Z Gao, H Zhang, Y Zhang, X Du, S Zhao

2017

Quaternionic Flower Pollination Algorithm 
GH Rosa, LCS Afonso, A Baldassin, JP Papa, XS Yang

2017

An evolutionary building algorithm for Deep Neural Networks 
R Zemouri

2017

Optimizing Deep Learning Based on Deep Auto Encoder and Genetic Algorithm 
S Abuelenin, S Elmougy, F Habeeb

2017

A joint deepnetworkbased image restoration algorithm for multidegradations 
X Sun, X Li, L Zhuo, KM Lam, J Li

2016

An Optimized Second Order Stochastic Learning Algorithm for Neural Network Training 
SS Liew, M Khalil

2016

Research on the Natural Image SuperResolution Reconstruction Algorithm based on Compressive Perception Theory and Deep Learning Model 
G Duan, W Hu, J Wang

2016

Research of Decision Tree Classification Algorithm in Data Mining 
S Crash

2016

A Finger Vein Recognition Algorithm Using Feature Block Fusion and Depth Neural Network 
C Chen, Z Wu, P Li, J Zhang, Y Wang, H Li

2016

A Novel Adaptive Architecture Pruning Algorithm for Madalines 
S Ji, P Yang, S Zhong, J Wang, JU Kim

2016

Realtime UAV weed scout for selective weed control by adaptive robust control and machine learning algorithm 
L Li, Y Fan, X Huang, L Tian

2016

Design of a Processing Structure of CNN Algorithm using Filter Buffers 
KH Lee, JM Jeong, JJ Park

2016

Toward an assessment algorithm for evaluating online collaboration to promote deep and useful understanding of conceptual material 
SJ Derry

2016

Fast learning algorithm for deep evolving GMDHSVM neural network in data stream mining tasks 
Y Bodyanskiy, O Vynokurova, I Pliss, G Setlak

2016

Novel segmentation algorithm for identification of cell membrane staining in HER2 images 
M Wdowiak, T Markiewicz, S Osowski, J Patera

2016

Face Detection Algorithm Based on a Cascade 
A Lebedev, V Pavlov, V Khryashchev, O Stepanova

2016

An Effective Face Verification Algorithm to Fuse Complete Features in Convolutional Neural Network 
Y Ma, J He, L Wu, W Qi

2016

New Algorithm for Evaluating the Green Supply Chain Performance in an Uncertain Environment 
P Liu, S Yi

2016

Deep Learning Algorithm and Applications in Location Big Data Mining 
FQ GAO, HX XIA

2016

A Convolutional Neural Network Based Chinese Text Detection Algorithm Via Text Structure Modeling 
X Ren, Y Zhou, J He, K Chen, X Yang, J Sun

2016

TextProposals: a Textspecific Selective Search Algorithm for Word Spotting in the Wild 
L Gomez

2016

A Novel Image Segmentation Combined Color Recognition Algorithm through Boundary Detection and Deep Neural Network 
Y Liu, J Yang, B Guo, J Yang, X Zhang

2016

MapReduce Based Distributed Learning Algorithm for Restricted Boltzmann Machine 
CY Zhang, CLP Chen, D Chen, KT NG

2016

Randomized Kd tree ReliefF algorithm for feature selection in handling high dimensional process parameter data 
S Xu, X Li, WF Lu

2016

A Deconvolutional Competitive Algorithm for Building Sparse Hierarchical Representations 
D Paiton, S Lundquist, W Shainin, X Zhang, P Schultz

2016

Image Descriptor Based on Edge Detection and Crawler Algorithm 
R Grycuk, M Gabryel, M Scherer, S Voloshynovskiy

2016

Application of the Givens Rotations in the Neural Network Learning Algorithm 
J Bilski, B Kowalczyk, JM Żurada

2016

Optimization of Convolutional Neural Network using Microcanonical Annealing Algorithm 
V Ayumi, LM Rere, MI Fanany, AM Arymurthy

2016

Markov Chain Monte Carlo for Bayesian InferenceThe Metropolis Algorithm 
M Halls

2016

Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs 
V Gulshan, L Peng, M Coram, MC Stumpe, D Wu

2016

A novel denoising autoencoder assisted segmentation algorithm for cotton field 
Y Li, Z Cao, Y Xiao, H Lu, Y Zhu

2016

Industrial IoT Mining Algorithm of Cloud Computing Research 
SD Province

2016

A Structural Learning Method of Restricted Boltzmann Machine by Neuron Generation and Annihilation Algorithm 
S Kamada, T Ichimura

2016

Local Invariance Representation Learning Algorithm with Multilayer Extreme Learning Machine 
X Jia, X Li, H Du, B Bhanu

2016

A Novel Anomaly Detection Algorithm for Hybrid Production Systems based on Deep Learning and Timed Automata 
N Hranisavljevic, O Niggemann, A Maier

2016

A Deep Learning Based Fast Image Saliency Detection Algorithm 
H Pan, H Jiang

2016

A Pairwise Algorithm Using Deep Stacking Network for Speech Separation and Pitch Estimation 
X Zhang, H Zhang, S Nie, W Liu

2016

Convergence of Contrastive Divergence Algorithm in Exponential Family 
TY Wu, B Jiang, Y Jin, WH Wong

2016

Reasoning and Algorithm Selection Augmented Symbolic Segmentation 
M Lukac, K Abdiyeva, M Kameyama

2016

A Hybrid Spectral Clustering and Deep Neural Network Ensemble Algorithm for Intrusion Detection in Sensor Networks 
T Ma, F Wang, J Cheng, Y Yu, X Chen

2016

Face Detection and Recognition Based on an Improved Adaboost Algorithm and Neural Network 
H Zhang, J Xing, M Zhu, D Wu, Z Yang

2016

A pseudoinverse incremental algorithm for fast training deep neural networks with application to spectra pattern recognition 
K Wang, P Guo, Q Yin, AL Luo, X Xin

2016

A pruning algorithm for extreme learning machine based on sparse coding 
Y Yu, Z Sun

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

A novel training algorithm for convolutional neural network 
A Anuse, V Vyas

2016

A Greedy Algorithm to Cluster Specialists 
S Arnold

2016

Learning Parameters in Deep Belief Networks Through Firefly Algorithm 
C Pereira, XS Yang

2016

A neural network based algorithm for speaker localization in a multiroom environment 
F Vesperini, P Vecchiotti, E Principi, S Squartini

2016

An Implementation of Intelligent Surveillance Bot System based on Robust CNN Algorithm 
MS An, DS Kang

2016

Research of the DBN Algorithm Based on Multiinnovation Theory and Application of Social Computing 
P Qin, M Li, Q Miao, C Li

2016

Night time vehicle detection algorithm based on visual saliency and deep learning 
Y Cai, HW Xiaoqiang Sun, LCH Jiang

2016

Parallel pattern classification utilizing GPUbased kernelized Slackmin algorithm 
GA Papakostas, KI Diamantaras, T Papadimitriou

2016

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

2016

A fingerprinting indoor localization algorithm based deep learning 
G Félix, M Siller, EN Álvarez

2016

Speech Emotion Recognition Using Voiced Segment Selection Algorithm 
Y Gu, E Postma, HX Lin, J van den Herik

2015

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

2015

Fusion Algorithm Of Optical Images And Sar With Svt And Sparse Representation 
Y Zhouping

2015

A Tutorial on Deep Learning Part 1: Nonlinear Classifiers and The Backpropagation Algorithm 
QV Le

2015

ZNNA Fast and Scalable Algorithm for Training 3D Convolutional Networks on MultiCore and ManyCore Shared Memory Machines 
A Zlateski, K Lee, HS Seung

2015

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

2015

An Iterative Convolutional Neural Network Algorithm Improves Electron Microscopy Image Segmentation 
X Wu

2015

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

2015

Simulated Annealing Algorithm for Deep Learning 
LMR Rere, MI Fanany, AM Arymurthy

2015

A Facial Pose Estimation Algorithm Using Deep Learning 
L Wu, K Wang, Y Ma, W Qi

2015

A DCNN and SDM Based Face Alignment Algorithm 
Q Tang, Q Zhang, X Zhang, Z Cai, X Zhang

2015

An Adaptive Voice Activity Detection Algorithm 
Z Zhigang, H Junqin

2015

Optimizing deep learning hyperparameters through an evolutionary algorithm 
SR Young, DC Rose, TP Karnowski, SH Lim

2015

An ensemble algorithm for the nuclei segmentation in the histological images 
P Krajewski, W Dyrka

2015

The Research on CrossLanguage Emotion Recognition Algorithm for Hearing Aid 
X Shulan, W Jilin

2015

An Improved Bilinear Deep Belief Network Algorithm for Image Classification 
N Jie, B Xiongzhu, L Zhong, W Yao

2015

Implementation of deep learning algorithm for automatic detection of brain tumors using intraoperative IRthermal mapping data 
AV Makarenko, MG Volovik

2015

Localized Ambient Solidity Separation (LASS) Algorithm Based Computer User Segmentation 
X SUN, T ZHANG, Y CHAI, YI LIU

2015

Study on Binary Multilayer Neural Networks with EBP Algorithm on Image Classification 
Z Cheng, D Soudry, Z Mao, Z Lan

2015

ASDLM: An Asynchronous Stochastic Learning Algorithm For Fast Distributed Learning 
M Khalil

2015

Motion Recognition by Using a Stacked AutoencoderBased Deep Learning Algorithm with Smart Phones 
X Zhou, J Guo, S Wang

2015

A single microphone noise reduction algorithm based on the detection and reconstruction of spectrotemporal features 
T Lee, F Theunissen

2015

A P300Based BCI Classification Algorithm Using Least Square Support Vector Machine 
VN Raju, IH Ra, R Sankar

2015

A Novel Cross Modal Hashing Algorithm Based on Multimodal Deep Learning 
W Qu, D Wang, S Feng, Y Zhang, G Yu

2015

Quantitative investment Based on Artificial Neural Network Algorithm 
X Zhang

2015

Algorithm and Research 
S Adaptation, L CHEN, JA YANG, Y WANG, L WANG

2015

An Online Inference Algorithm for Labeled Latent Dirichlet Allocation 
Q Zhou, H Huang, XL Mao

2015

A Face Detection Algorithm Based on Deep Learning 
M Li, C Yu, F Nian, X Li

2015

Localized Ambient Solidity Separation Algorithm Based Computer User Segmentation 
X Sun, T Zhang, Y Chai, Y Liu

2015

Fuzzy Restricted Boltzmann Machine and Its Fast Learning Algorithm 
CL Chen, CY Zhang, L Chen, M Gan

2015

Automatic Age Estimation Based on Deep Learning Algorithm 
Y Dong, Y Liu, S Lian

2015

Weighted JointBased Human Behavior Recognition Algorithm using Only Depth Information for LowCost Intelligent VideoSurveillance System 
H Kim, S Lee, Y Kim, S Lee, D Lee, J Ju, H Myung

2015

A New Generalized Error Path Algorithm for Model Selection 
B Gu, EDU CN, CX Ling

2015

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

2015

The AdaBoost algorithm for vehicle detection based on CNN features 
X Song, T Rui, Z Zha, X Wang, H Fang

2015

A hierarchical face recognition algorithm based on humanoid nonlinear leastsquares computation 
Z Wu, J Yuan, J Zhang, H Huang

2015

A generalized pruning algorithm for extreme learning machine 
K Sun, Y Yu, Z Huang

2015

Split and merge algorithm for deep learning and its application for additional classes 
H An, H Shim, S Na, S Lee

2014

Recognizing human activity in smart home using deep learning algorithm 
H Fang, C Hu

2014

An Algorithm of Quantum Restricted Boltzmann Machine Network Based on Quantum Gates and Its Application 
P Zhang, S Li, Y Zhou

2014

A new algorithm on variablerate convolutional broadcast for network coding in cyclic networks 
Z Jin, J Huang, W Cheng, C Yang

2014

A Method For Extracting Information From The Web Using Deep Learning Algorithm 
TD Orathanadu

2014

Study on the Improvement of Floyd Algorithm and its Application in Network Plan 
QR Huang, M Cao

2014

Construction of Community Logistics Distribution Network Based on KMeans Algorithm 
M Li, J Zhang, XP Zhou

2014

Parallel batch pattern training algorithm for deep neural network 
V Turchenko, V Golovko

2014

A WIFI positioning system based on an ensemble neural network algorithm 
Y Qin, Z Ye, Q Feng, J Zhang

2014

Joint GlobalLocal Information Pedestrian Detection Algorithm for Outdoor Video Surveillance 
HM Hu, X Zhang, W Zhang, B Li

2014

Learning From Weakly Supervised Data by The Expectation Loss SVM (eSVM) algorithm 
J Zhu, J Mao, AL Yuille

2014

A twice face recognition algorithm 
Z Wu, Z Yu, J Yuan, J Zhang

2014

A Simple Stochastic Algorithm for Structural Features Learning 
J Macák, O Drbohlav

2014

SelfieBoost: A Boosting Algorithm for Deep Learning 
S Shalev

2014

BIMMER: a novel algorithm for detecting differential DNA methylation regions from MBDCapseq data 
Z Mao, C Ma, THM Huang, Y Chen, Y Huang
