EnsPKDE&IncLKDE: a hybrid time series prediction algorithm integrating dynamic ensemble pruning, incremental learning, and kernel density estimation Gangliang ZhuQun Dai OriginalPaper 22 August 2020 Pages: 617 - 645
Meta-heuristic algorithms for resource Management in Crisis Based on OWA approach Abdolreza Asadi GhanbariHossein Alaei OriginalPaper 24 August 2020 Pages: 646 - 657
Preference relation based collaborative filtering with graph aggregation for group recommender system Abinash PujahariDilip Singh Sisodia OriginalPaper 25 August 2020 Pages: 658 - 672
Iterated graph cut method for automatic and accurate segmentation of finger-vein images Lei LeiFeng XiZhong Liu OriginalPaper 25 August 2020 Pages: 673 - 689
A combined multiple action recognition and summarization for surveillance video sequences Omar ElharroussNoor AlmaadeedAzeddine Beghdadi OriginalPaper Open access 26 August 2020 Pages: 690 - 712
An integrated method for multi-criteria decision-making based on the best-worst method and Dempster-Shafer evidence theory under double hierarchy hesitant fuzzy linguistic environment Ruichen ZhangZeshui XuXunjie Gou OriginalPaper 27 August 2020 Pages: 713 - 735
End-to-end CNNā+āLSTM deep learning approach for bearing fault diagnosis Amin KhorramMohammad KhalooeiMansoor Rezghi OriginalPaper 27 August 2020 Pages: 736 - 751
Pearson correlation coefficient-based pheromone refactoring mechanism for multi-colony ant colony optimization Han PanXiaoming YouDehui Zhang OriginalPaper 29 August 2020 Pages: 752 - 774
State-transition simulated annealing algorithm for constrained and unconstrained multi-objective optimization problems Xiaoxia HanYingchao DongXinying Xu OriginalPaper 31 August 2020 Pages: 775 - 787
Discriminative feature extraction for video person re-identification via multi-task network Wanru SongJieying ZhengFeng Liu OriginalPaper 02 September 2020 Pages: 788 - 803
Design of fault diagnosis algorithm for electric fan based on LSSVM and Kd-Tree Kongzhi HuMing JiangZiyi Guo OriginalPaper 02 September 2020 Pages: 804 - 818
Robust semi-supervised support vector machines with Laplace kernel-induced correntropy loss functions Hongwei DongLiming YangXue Wang OriginalPaper 05 September 2020 Pages: 819 - 833
Deep network compression with teacher latent subspace learning and LASSO Oyebade K. OyedotunAbd El Rahman ShabayekBjƶrn Ottersten OriginalPaper 05 September 2020 Pages: 834 - 853
Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network Asmaa AbbasMohammed M. AbdelsameaMohamed Medhat Gaber OriginalPaper Open access 05 September 2020 Pages: 854 - 864
A context-aware recommendation approach based on feature selection Lei ChenMeimei Xia OriginalPaper 06 September 2020 Pages: 865 - 875
Data-guided multi-granularity selector for attribute reduction Zehua JiangHuili DouYuhua Qian OriginalPaper 06 September 2020 Pages: 876 - 888
A multi-layer and multi-ensemble stock trader using deep learning and deep reinforcement learning Salvatore CartaAndrea CorrigaDiego Reforgiato Recupero OriginalPaper 07 September 2020 Pages: 889 - 905
Time-aware sequence model for next-item recommendation Dongjing WangDengwei XuGuandong Xu OriginalPaper 08 September 2020 Pages: 906 - 920
Metric transfer learning via geometric knowledge embedding Mahya AhmadvandJafar Tahmoresnezhad OriginalPaper 08 September 2020 Pages: 921 - 934
Attention augmented multi-scale network for single image super-resolution Chengyi XiongXiaodi ShiGe Wang OriginalPaper 10 September 2020 Pages: 935 - 951
Forecasting of e-commerce transaction volume using a hybrid of extreme learning machine and improved moth-flame optimization algorithm Bo ZhangRunhua TanCheng-Jian Lin OriginalPaper 10 September 2020 Pages: 952 - 965
Multi-label text classification with latent word-wise label information Ziheng ChenJiangtao Ren OriginalPaper 10 September 2020 Pages: 966 - 979
Hybrid nonlinear convolution filters for image recognition Xiuling ZhangKailun WeiJinxiang Li OriginalPaper 11 September 2020 Pages: 980 - 990
A novel discretization algorithm based on multi-scale and information entropy Yaling XunQingxia YinXiaohui Cui OriginalPaper 12 September 2020 Pages: 991 - 1009
COVID-19 detection and disease progression visualization: Deep learning on chest X-rays for classification and coarse localization Tahmina ZebinShahadate Rezvy OriginalPaper Open access 12 September 2020 Pages: 1010 - 1021
An enhanced class topper algorithm based on particle swarm optimizer for global optimization Alfred Adutwum AmponsahFei HanPatrick Kwaku Kudjo OriginalPaper 12 September 2020 Pages: 1022 - 1040
Natural object manipulation using anthropomorphic robotic hand through deep reinforcement learning and deep grasping probability network Edwin Valarezo AƱazcoPatricio Rivera LopezTae-Seong Kim OriginalPaper 15 September 2020 Pages: 1041 - 1055
A new base basic probability assignment approach for conflict data fusion in the evidence theory Ming JingYongchuan Tang OriginalPaper 15 September 2020 Pages: 1056 - 1068
Analysis of coordinated behavior structures with multi-agent deep reinforcement learning Yuki MiyashitaToshiharu Sugawara OriginalPaper Open access 16 September 2020 Pages: 1069 - 1085
Fast and slow curiosity for high-level exploration in reinforcement learning Nicolas BougieRyutaro Ichise OriginalPaper Open access 16 September 2020 Pages: 1086 - 1107
Image robust recognition based on feature-entropy-oriented differential fusion capsule network Kui QianLei TianJiatong Bao OriginalPaper 16 September 2020 Pages: 1108 - 1117
HFADE-FMD: a hybrid approach of fireworks algorithm and differential evolution strategies for functional module detection in protein-protein interaction networks Junzhong JiHanghang XiaoCuicui Yang OriginalPaper 16 September 2020 Pages: 1118 - 1132
I-SiamIDS: an improved Siam-IDS for handling class imbalance in network-based intrusion detection systems Punam BediNeha GuptaVinita Jindal OriginalPaper 16 September 2020 Pages: 1133 - 1151
Pruning filters with L1-norm and capped L1-norm for CNN compression Aakash KumarAli Muhammad ShaikhBaoqun Yin OriginalPaper 17 September 2020 Pages: 1152 - 1160
Segmentation mask-guided person image generation Meichen LiuXin YanKejun Wang OriginalPaper 17 September 2020 Pages: 1161 - 1176