Ensemble classification for imbalanced data based on feature space partitioning and hybrid metaheuristics Pedro Lopez-GarciaAntonio D. MasegosaAsier Perallos OriginalPaper 07 February 2019 Pages: 2807 - 2822
A novel multi-featured metric for adaptive routing in mobile ad hoc networks Songul HasdemirSelim YilmazSevil Sen OriginalPaper 07 February 2019 Pages: 2823 - 2841
Fraud detection for job placement using hierarchical clusters-based deep neural networks Jeongrae KimHan-Joon KimHyoungrae Kim OriginalPaper 08 February 2019 Pages: 2842 - 2861
A grouping particle swarm optimizer Xiaorong ZhaoYuren ZhouYi Xiang OriginalPaper 08 February 2019 Pages: 2862 - 2873
A novel multi-step reinforcement learning method for solving reward hacking Yinlong YuanZhu Liang YuYuanqing Li OriginalPaper 09 February 2019 Pages: 2874 - 2888
A filter-based bare-bone particle swarm optimization algorithm for unsupervised feature selection Yong ZhangHai-Gang LiChao Peng OriginalPaper 12 February 2019 Pages: 2889 - 2898
Replay and key-events detection for sports video summarization using confined elliptical local ternary patterns and extreme learning machine Ali JavedAun IrtazaMuhammad Tariq Mahmood OriginalPaper 12 February 2019 Pages: 2899 - 2917
MCDMSR: multicriteria decision making selection/replacement based on agility strategy for real optimization problems HongGuang ZhangRui WangYuanan Liu OriginalPaper 12 February 2019 Pages: 2918 - 2941
The MBPEP: a deep ensemble pruning algorithm providing high quality uncertainty prediction Ruihan HuQijun HuangJin He OriginalPaper 13 February 2019 Pages: 2942 - 2955
Sample awareness-based personalized facial expression recognition Huihui LiGuihua Wen OriginalPaper Open access 13 February 2019 Pages: 2956 - 2969
Research on CTR prediction based on stacked autoencoder Qianqian WangFang’ai LiuXiaohui Zhao OriginalPaper 14 February 2019 Pages: 2970 - 2981
Applying uncertain frequent pattern mining to improve ranking of retrieved images Madiha LiaqatSharifullah KhanKashif Rajpoot OriginalPaper 19 February 2019 Pages: 2982 - 3001
A hybrid modelling method for time series forecasting based on a linear regression model and deep learning Wenquan XuHui PengXiaoyan Peng OriginalPaper 20 February 2019 Pages: 3002 - 3015
Bidirectional LSTM Malicious webpages detection algorithm based on convolutional neural network and independent recurrent neural network Huan-huan WangLong YuXin-jun Pei OriginalPaper 21 February 2019 Pages: 3016 - 3026
Feature selection for multi-label learning with missing labels Chenxi WangYaojin LinJinghua Liu OriginalPaper 23 February 2019 Pages: 3027 - 3042
Unsupervised privacy-enhancement of face representations using similarity-sensitive noise transformations Philipp TerhörstNaser DamerArjan Kuijper OriginalPaper 23 February 2019 Pages: 3043 - 3060
A projection wavelet weighted twin support vector regression and its primal solution Lidong WangChuang GaoXuebo Chen OriginalPaper 25 February 2019 Pages: 3061 - 3081
Learning representative features via constrictive annular loss for image classification Jun-Bo LiuYa-Ping HuangSheng-Chun Wang OriginalPaper 01 March 2019 Pages: 3082 - 3092
A quantum-inspired sentiment representation model for twitter sentiment analysis Yazhou ZhangDawei SongPanpan Wang OriginalPaper 07 March 2019 Pages: 3093 - 3108
Multi-view learning with fisher kernel and bi-bagging for imbalanced problem Zhe WangYiwen ZhuWenli Du OriginalPaper 09 March 2019 Pages: 3109 - 3122
EnSWF: effective features extraction and selection in conjunction with ensemble learning methods for document sentiment classification Jawad KhanAftab AlamYoung-Koo Lee OriginalPaper 09 March 2019 Pages: 3123 - 3145
Collaborative filtering recommendation algorithm integrating time windows and rating predictions Pengfei ZhangZhijun ZhangYigui Wang OriginalPaper 12 March 2019 Pages: 3146 - 3157