Journal: Int. J. Machine Learning & Cybernetics

Volume 13, Issue 9

2403 -- 2414Jiandong Kuang, Mingwen Shao, Ran Wang, Wangmeng Zuo, Weiping Ding. Network pruning via probing the importance of filters
2415 -- 2423Xiuling Zhang, Shuo Wang, Ziyun Wu, Xiaofei Tan. Unsupervised image clustering algorithm based on contrastive learning and K-nearest neighbors
2425 -- 2433Jian Zhang 0019, Shifei Ding, Tongfeng Sun, Lili Guo. A Gaussian RBM with binary auxiliary units
2435 -- 2445Shidong Li, Jianwei Liu, Zhanjie Song. Brain tumor segmentation based on region of interest-aided localization and segmentation U-Net
2447 -- 2478Mario A. Navarro, Diego Oliva, Alfonso Ramos-Michel, Daniel Zaldivar 0001, Bernardo Morales-Castañeda, Marco A. Pérez Cisneros, Arturo Valdivia, Huiling Chen. An improved multi-population whale optimization algorithm
2479 -- 2493Peng Tian, Hongwei Mo, Laihao Jiang. Exploring correlation of relationship reasoning for scene graph generation
2495 -- 2506Farong Gao, Lijie Cai, Zhangyi Yang, Shiji Song, Cheng Wu. Multi-distance metric network for few-shot learning
2507 -- 2517Kai Chen, Meng Niu, Qingcai Chen. A hierarchical reasoning graph neural network for the automatic scoring of answer transcriptions in video job interviews
2519 -- 2531Peng Wu, Hong Yu 0007, Feng Hu 0001, Yongfang Xie. A temporal-attribute attention neural network for mixed frequency data forecasting
2533 -- 2543Guangquan Cheng, Hamed Ahmadzade, Mehran Farahikia, Masoud Yarmohammadi. Uncertain random portfolio optimization via semi-variance
2545 -- 2558Chunmao Jiang, Zhicong Li, JingTao Yao 0001. A shadowed set-based three-way clustering ensemble approach
2559 -- 2579Hongmei He, Zhenhuan Zhu. A heuristically self-organised Linguistic Attribute Deep Learning for edge intelligence
2581 -- 2608Xu Yang, Hongru Li, Xia Yu. A dynamic multi-swarm cooperation particle swarm optimization with dimension mutation for complex optimization problem
2609 -- 2635Khalil ur Rehman, Jianqiang Li 0002, Yan Pei, Anaa Yasin. A review on machine learning techniques for the assessment of image grading in breast mammogram
2637 -- 2648Ligeng Zou, Xiaozhi Chen, Tingting He, Jianhua Dai. Computing formal concepts in parallel via a workload rebalance approach
2649 -- 2662Shang Liu, Xiaoyu Chen, Hao Chen. CIRAN: extracting crowd interaction with residual attention network for pedestrian trajectory prediction
2663 -- 2675Maxwell Hwang, Cai Wu, Wei-Cheng Jiang, Wei-Chen Hung. A sequential attention interface with a dense reward function for mitosis detection
2677 -- 2690Hiu Tung Wong, Chi-Sing Leung, Sam Kwong. Convergence analysis on the deterministic mini-batch learning algorithm for noise resilient radial basis function networks
2691 -- 2709Jiajun Wen 0001, Wai-Keung Wong, Xiao-Li Hu, Hong-Lin Chu, Zhihui Lai. Restricted subgradient descend method for sparse signal learning
2711 -- 2724JianHua Yuan, Yanyan Zhao, Bing Qin 0001. Learning to share by masking the non-shared for multi-domain sentiment classification
2725 -- 2744Chunxin Fang, Hui Ma 0009, Zedong Yang, Wenbo Tian. A finger-vein recognition method based on double-weighted group sparse representation classification
2745 -- 2761Zeng Lu, Ganghan Zhang, Guoheng Huang, Zhiwen Yu 0002, Chi-Man Pun, Weiwen Zhang, Junan Chen, Wing-kuen Ling. Video person re-identification using key frame screening with index and feature reorganization based on inter-frame relation
2763 -- 2784Jiaojiao Niu, Degang Chen 0002. Incremental calculation approaches for granular reduct in formal context with attribute updating
2785 -- 2798Jidong Han, Ting Zhang, Yujian Li, Zhaoying Liu. RD-NMSVM: neural mapping support vector machine based on parameter regularization and knowledge distillation
2799 -- 2812Feijiang Li, Yuhua Qian, Jieting Wang, Furong Peng, Jiye Liang. Clustering mixed type data: a space structure-based approach

Volume 13, Issue 8

2105 -- 2117Zhuang Yi, Haitao Zhao. SPAN: siampillars attention network for 3D object tracking in point clouds
2119 -- 2134Xiao Li, Min Fang, Bo Chen. An active unseen sample selection framework for generalized zero-shot classification
2135 -- 2152Huaqing Zhang 0002, Yunqi Jiang, Jian Wang 0010, Kai Zhang 0029, Nikhil R. Pal. Bilateral sensitivity analysis: a better understanding of a neural network
2153 -- 2169Liyuan Chen, Huawen Liu, Jiashuaizi Mo, Dawei Zhang 0002, Jie Yang 0002, Feilong Lin, Zhonglong Zheng, Riheng Jia. Cross channel aggregation similarity network for salient object detection
2171 -- 2187Zhiyu Zhou, Haodong Ji, Zefei Zhu. Online sequential fuzzy dropout extreme learning machine compensate for sliding-mode control system errors of uncertain robot manipulator
2189 -- 2197Bingbing Fan, Mingwen Shao, Yunhao Li, Cunhe Li. Global contextual attention for pure regression object detection
2199 -- 2212Xinwei Geng, Longyue Wang, Xing Wang 0007, Mingtao Yang, Xiaocheng Feng, Bing Qin 0001, Zhaopeng Tu. Learning to refine source representations for neural machine translation
2213 -- 2228Nasrin Sultana, Jeffrey Chan, Tabinda Sarwar, A. Kai Qin. Learning to optimise general TSP instances
2229 -- 2238Lifang Chen, Enting Yu, Honglian Cong. Feature fusion network for clothing parsing
2239 -- 2255Fei Yang, Huyin Zhang, Shiming Tao. Hybrid deep graph convolutional networks
2257 -- 2271Min Xue, Peipei Cao, Bingbing Hou, Weiyong Liu. Data-driven decision-making with weights and reliabilities for diagnosis of thyroid cancer
2273 -- 2281Siyu Cao, Wen Wang, Jing Zhang, Min Zheng, Qingyong Li. A few-shot fine-grained image classification method leveraging global and local structures
2283 -- 2296Xuesong Chen, Jiaxin Mao, Yiqun Liu 0001, Min Zhang 0006, Shaoping Ma. Investigating human reading behavior during sentiment judgment
2297 -- 2312Murali Dabbu, Loheswaran Karuppusamy, Dileep Pulugu, Subba Ramaiah Vootla, Venkateswar Reddy Reddyvari. Water atom search algorithm-based deep recurrent neural network for the big data classification based on spark architecture
2313 -- 2344Li Zhang, Ping Zhu. Generalized fuzzy variable precision rough sets based on bisimulations and the corresponding decision-making
2345 -- 2364Wenbin Qian, Ping Dong, Yinglong Wang, Shiming Dai, Jintao Huang. Local rough set-based feature selection for label distribution learning with incomplete labels
2365 -- 2381Rim Nasfi, Nizar Bouguila. A novel feature selection method using generalized inverted Dirichlet-based HMMs for image categorization
2383 -- 2402Xiaoxia Huang, Kwon Ryong Hong, Jang-Su Kim, Il Jong Choe. Multi-objective uncertain project selection considering synergy

Volume 13, Issue 7

1797 -- 1818Lei Yang, Keyun Qin, Binbin Sang, Weihua Xu. Dynamic maintenance of variable precision fuzzy neighborhood three-way regions in interval-valued fuzzy decision system
1819 -- 1832Yuanyuan Xu 0003, Shen-Ming Gu, Fan Min. Improving recommendation quality through outlier removal
1833 -- 1845Chen Gao, Xuan Zhang 0002, Hui Liu, Wei Yun, Jiahao Jiang. A joint extraction model of entities and relations based on relation decomposition
1847 -- 1860Dong Chen, Duoqian Miao, Cairong Zhao, Hailong Zhou. Candidate region acquisition optimization algorithm based on multi-granularity data enhancement
1861 -- 1890Xianyong Zhang, Yanhong Zhou, Xiao Tang, Yunrui Fan. Three-way improved neighborhood entropies based on three-level granular structures
1891 -- 1906Ke Chen, Guoyin Wang 0001, Shun Fu, Jun Hu, Li Liu 0030. MGRL: attributed multiplex heterogeneous network representation learning based on multi-granularity information fusion
1907 -- 1926Nannan Wang, Peng Li. A new multi-granularity probabilistic linguistic two-sided matching method considering peer effect and its application in pension services
1927 -- 1944Chengwei Zhang 0001, Zhuobing Han, Bingfu Liu, Wanli Xue, Jianye Hao, Xiaohong Li 0001, Dou An, Rong Chen. SCC-rFMQ: a multiagent reinforcement learning method in cooperative Markov games with continuous actions
1945 -- 1957Ai-Min Fu, Jingna Liu, Tian-Lun Zhang. Self-stacking random weight neural network with multi-layer features fusion
1959 -- 1979Yanhui Zhai, Nan Jia, Shaoxia Zhang, Deyu Li, Weihua Xu. Study on deduction process and inference methods of decision implications
1981 -- 1995Tiandou Hu, Xianghong Lin, Xiangwen Wang, Pangao Du. Supervised learning algorithm based on spike optimization mechanism for multilayer spiking neural networks
1997 -- 2011Haifeng Wu, JinLing Luo, Xiaoling Lu, Yu Zeng. 3D transfer learning network for classification of Alzheimer's disease with MRI
2013 -- 2032Can Gao, Yong Li, Jie Zhou 0009, Witold Pedrycz, Zhihui Lai, Jun Wan, Jianglin Lu. Global structure-guided neighborhood preserving embedding for dimensionality reduction
2033 -- 2043Andrea Stevens Karnyoto, Chengjie Sun, Bingquan Liu, Xiaolong Wang 0001. Augmentation and heterogeneous graph neural network for AAAI2021-COVID-19 fake news detection
2045 -- 2057Chengjing Li, Li Wang, Zirong Huang. Hindsight-aware deep reinforcement learning algorithm for multi-agent systems
2059 -- 2070Chao Zeng, Sam Kwong. Learning cross-modality features for image caption generation
2071 -- 2087Jiaxian Zou, Ziwei Du, Shu Zhao. Multi-granular attributed network representation learning
2089 -- 2103Ying Chen, Jifeng Guo, Junqin Huang, Bin Lin. 1/2 regularization

Volume 13, Issue 6

1517 -- 1534Xindi Wang, Zeshui Xu, Xunjie Gou. The Interval probabilistic double hierarchy linguistic EDAS method based on natural language processing basic techniques and its application to hotel online reviews
1535 -- 1552Bing Huang, Xuan Yang, Guofu Feng, Chunxiang Guo 0001. Relative measure-based approaches for ranking single-valued neutrosophic values and their applications
1553 -- 1569Xingxing Liang, Yang Ma, Guangquan Cheng, Changjun Fan, Yuling Yang, Zhong Liu. Meta-path-based heterogeneous graph neural networks in academic network
1571 -- 1587Dongmei Mo, Wai-Keung Wong, Xianjing Liu, Yao Ge. Concentrated hashing with neighborhood embedding for image retrieval and classification
1589 -- 1601Jing Zhao 0015, Zengyu Qiu, Shiliang Sun. Multi-view multi-label active learning with conditional Bernoulli mixtures
1603 -- 1617Yan Li, Chang Liu, Suyun Zhao, Qiang Hua. Active partial label learning based on adaptive sample selection
1619 -- 1631Jinghong Wang, Haokang Li, Lina Liang, Yi Zhou. Community discovery algorithm of complex network attention model
1633 -- 1645Hongyuan Li, Hong Yu 0007, Fan Min, Dun Liu, Huaxiong Li. Incremental sequential three-way decision based on continual learning network
1647 -- 1660Ming-Hung Chang, Yi-Chao Wu. Speed control of electric vehicle by using type-2 fuzzy neural network
1661 -- 1684Mengmeng Li, Chiping Zhang, Minghao Chen, Weihua Xu. Multigranulation double-quantitative decision-theoretic rough sets based on logical operations
1685 -- 1696Qiang Liu, Jiade Zhang, Jingna Liu, Zhi Yang. Feature extraction and classification algorithm, which one is more essential? An experimental study on a specific task of vibration signal diagnosis
1697 -- 1711Ting Wang, Bingzhen Sun, Chao Jiang, Heng Weng, Xiaoli Chu. Kernel alignment-based three-way clustering on attribute space and its application in stroke risk identification
1713 -- 1728Fan Xie 0004, Yitian Xu, Mengdan Ma, Xinying Pang. A safe acceleration method for multi-task twin support vector machine
1729 -- 1738Hao Wang, Yue Zhang, Chao Liu, Honghai Liu 0001. sEMG based hand gesture recognition with deformable convolutional network
1739 -- 1750Jianhua Dai, Qiong Liu. Semi-supervised attribute reduction for interval data based on misclassification cost
1751 -- 1762Qian Guo, Yuhua Qian, Xinyan Liang, Junyu Chen, Honghong Cheng. Multi-granulation Multi-scale Relation Network for Abstract Reasoning
1763 -- 1779Fenglei Yang, Jingling Han, Baomin Li. Deconfounded classification by an intervention approach
1781 -- 1794Ye Tao, Zhang Jun, Zhang Zhi-hao, Zhang Yi, Fu-qiang Zhou, Gao Xiao-zhi. Fault detection of train mechanical parts using multi-mode aggregation feature enhanced convolution neural network
1795 -- 0Lida Abdi, Sattar Hashemi. Correction to: Binary domain adaptation with independence maximization

Volume 13, Issue 5

1197 -- 1211Chunyun Zhang, Tianze Wu, Yunfeng Zhang, Baolin Zhao, Tingwen Wang, Chaoran Cui, Yilong Yin. Deep semantic-aware network for zero-shot visual urban perception
1213 -- 1230Haoran Zhao, Xin Sun 0007, Junyu Dong, Milos Manic, Huiyu Zhou 0001, Hui Yu 0001. Dual discriminator adversarial distillation for data-free model compression
1231 -- 1241Guofei Lian, Yan Wang, Huabiao Qin, Guancheng Chen. Towards unified on-road object detection and depth estimation from a single image
1243 -- 1264Zhiqin Li, Jianqiang Du, Bin Nie, Wangping Xiong, Guoliang Xu, Jigen Luo. A new two-stage hybrid feature selection algorithm and its application in Chinese medicine
1265 -- 1281Gang Sun, Xiaoping Li, Degang Chen. Ranking defects and solving countermeasures for Pythagorean fuzzy sets with hesitant degree
1283 -- 1299Kai Song, Zijuan Zhao, Jiawen Wang, Yan Qiang, Juanjuan Zhao, Muhammad Bilal Zia. Segmentation-based multi-scale attention model for KRAS mutation prediction in rectal cancer
1301 -- 1315Qinghua Liu, Yang Xu 0001, Xingxing He. Attention recurrent cross-graph neural network for selecting premises
1317 -- 1336Xiaofang Gao, Jiye Liang, Wenjian Wang, Xuefei Bai, Lina Jia. An unsupervised multi-manifold discriminant isomap algorithm based on the pairwise constraints
1337 -- 1354Changming Zhu, Dujuan Cao, Shuaiping Guo, Rigui Zhou, Lai Wei, Yilin Dong, Duoqian Miao. Weak-label-based global and local multi-view multi-label learning with three-way clustering
1355 -- 1368Lianjie Long, Faliang Huang, Yunfei Yin, Youquan Xu. Multi-task learning for collaborative filtering
1369 -- 1386Yuting Sun, Shifei Ding, Zichen Zhang, Chenglong Zhang. Hypergraph based semi-supervised support vector machine for binary and multi-category classifications
1387 -- 1408Zhi Wang, Jing Zhong, Yuqing Chen, Ping Zhong. Sparse robust multiview feature selection via adaptive-weighting strategy
1409 -- 1423Maxwell Hwang, Wei-Cheng Jiang, Yu-Jen Chen. A critical state identification approach to inverse reinforcement learning for autonomous systems
1425 -- 1440Li Guo, Xiaoqian Zhang, Zhigui Liu, Qian Wang, Jianping Zhou. Correntropy metric-based robust low-rank subspace clustering for motion segmentation
1441 -- 1459Zhongliang Zhang, Xing-Gang Luo, Qing Zhou. DRCW-FRkNN-OVO: distance-based related competence weighting based on fixed radius k nearest neighbour for one-vs-one scheme
1461 -- 1473Feilong Cao, Chengling Gao, Hailiang Ye. A novel method for image segmentation: two-stage decoding network with boundary attention
1475 -- 1492Yuanpeng Zhang, Guanjin Wang, Fu-Lai Chung, Shitong Wang 0001. A fuzzy system with common linear-term consequents equivalent to FLNN and GMM
1493 -- 1504Fan Meng, Yang Gao, Huihui Wang, Yi Liu, Hairong Wang. TSLOD: a coupled generalized subsequence local outlier detection model for multivariate time series
1505 -- 1515Yingsheng Chen, Jinhai Li, Jinjin Li, Rongde Lin, Dongxiao Chen. A further study on optimal scale selection in dynamic multi-scale decision information systems based on sequential three-way decisions

Volume 13, Issue 4

851 -- 867Jakramate Bootkrajang, Jeerayut Chaijaruwanich. Towards an improved label noise proportion estimation in small data: a Bayesian approach
869 -- 881Zou Yang, Xiongkai Shao, Jun Wan, Rong Gao, Zhihui Lai. Mixed attention hourglass network for robust face alignment
883 -- 906Peide Liu, Sumera Naz, Muhammad Akram 0001, Mamoona Muzammal. Group decision-making analysis based on linguistic q-rung orthopair fuzzy generalized point weighted aggregation operators
907 -- 927Xian-Wei Xin, Jingbo Sun, Zhan-ao Xue, Ji-Hua Song, Wei-Ming Peng. A novel intuitionistic fuzzy three-way decision model based on an intuitionistic fuzzy incomplete information system
929 -- 945Xiaonan Li, Yanpo Yang, HuangJian Yi, Qianqian Yu. Conflict analysis based on three-way decision for trapezoidal fuzzy information systems
947 -- 961Shiva Noori Saray, Jafar Tahmoresnezhad. Iterative joint classifier and domain adaptation for visual transfer learning
963 -- 987Chengmao Wu, Jiajia Zhang. Robust semi-supervised spatial picture fuzzy clustering with local membership and KL-divergence for image segmentation
989 -- 1004Kun Sun, Haixia Xu 0003, Liming Yuan, Xianbin Wen. A tiny deep capsule network
1005 -- 1019Yusheng Cheng, Chao Zhang, Shufang Pang. Multi-label space reshape for semantic-rich label-specific features learning
1021 -- 1048Xiuwei Chen, Weihua Xu. Double-quantitative multigranulation rough fuzzy set based on logical operations in multi-source decision systems
1049 -- 1064Meng Hu, Eric C. C. Tsang, Yanting Guo, Qingshuo Zhang, Degang Chen, Weihua Xu. A novel approach to concept-cognitive learning in interval-valued formal contexts: a granular computing viewpoint
1065 -- 1077Aníbal Pedraza, Oscar Déniz-Suárez, Gloria Bueno. Really natural adversarial examples
1079 -- 1097Sui-Zhi Luo, Witold Pedrycz, Lining Xing. Selection of data products: a hybrid AFSA-MABAC approach
1099 -- 1114Duo Wang, Qianxia Ma, Qingyuan Zheng, Yu Cheng, Tao Zhang 0006. Improved local-feature-based few-shot learning with Sinkhorn metrics
1115 -- 1129Jia-Wen Zheng, Weizhi Wu, Han Bao 0012, Anhui Tan. Evidence theory based optimal scale selection for multi-scale ordered decision systems
1131 -- 1144Tao Wen, Weiwei Li, Lei Chen, Xiuyi Jia. Semi-supervised label enhancement via structured semantic extraction
1145 -- 1155Lulu Tian, Zidong Wang, Weibo Liu, Yuhua Cheng, Fuad E. Alsaadi, Xiaohui Liu 0001. Empower parameterized generative adversarial networks using a novel particle swarm optimizer: algorithms and applications
1157 -- 1166Muhammad Hafeez Javed, Zeng Yu, Tianrui Li 0001, Taha M. Rajeh, Fahad Rafique, Syed Waqar. Hybrid two-stream dynamic CNN for view adaptive human action recognition using ensemble learning
1167 -- 1178Xiaowen Sun, Limin Sun. On attribute importance measure and its application to supplier selection
1179 -- 1196Bahaeddin Turkoglu, Sait Ali Uymaz, Ersin Kaya. Clustering analysis through artificial algae algorithm

Volume 13, Issue 3

567 -- 568Li Zou, Luis Martínez 0001, Jun Liu 0001, Xiaoping Qiu, Xingxing He. Editorial: New trends on machine learning applied to information processing under uncertainty
569 -- 577Guilong Liu, Yanbin Feng. Knowledge granularity reduction for decision tables
579 -- 594Yi Liu 0005, Guiwu Wei 0001, Haobin Liu, Lei Xu. Group decision making for internet public opinion emergency based upon linguistic intuitionistic fuzzy information
595 -- 607Hua Zhu 0001, Jianbin Zhao, Hua Li. q-ROF-SIR methods and their applications to multiple attribute decision making
609 -- 632Yi Yang 0020, Zhen-Song Chen 0002, Rosa M. Rodríguez, Witold Pedrycz, Kwai-Sang Chin. Novel fusion strategies for continuous interval-valued q-rung orthopair fuzzy information: a case study in quality assessment of SmartWatch appearance design
633 -- 661Yuan Rong, Yi Liu 0005, Zheng Pei. A novel multiple attribute decision-making approach for evaluation of emergency management schemes under picture fuzzy environment
663 -- 675Bassoma Diallo, Jie Hu 0007, Tianrui Li 0001, Ghufran Ahmad Khan, Ahmed Saad Hussein. Multi-view document clustering based on geometrical similarity measurement
677 -- 689Ghufran Ahmad Khan, Jie Hu 0007, Tianrui Li 0001, Bassoma Diallo, Hongjun Wang 0002. Multi-view data clustering via non-negative matrix factorization with manifold regularization
691 -- 719Lankun Guo, Zhenhua Jia, Qingguo Li, Jianhua Dai. Steadiness analysis of means-end conceptual paths and problem-chains based on concept lattices and similarity measuring
721 -- 733Hao Wei, Ai Zhou, Yijia Zhang, Fei Chen, Wen Qu, Mingyu Lu. Biomedical event trigger extraction based on multi-layer residual BiLSTM and contextualized word representations
735 -- 750Junhai Zhai, Jiaxing Qi, Sufang Zhang. Imbalanced data classification based on diverse sample generation and classifier fusion
751 -- 764Xueqin Liu, Yanjun Wang, Lidong Wang. Sustainable competitiveness evaluation of container liners based on granular computing and social network group decision making
765 -- 781Shuang An, Qinghua Hu, Changzhong Wang, Ge Guo, Piyu Li. Data reduction based on NN-kNN measure for NN classification and regression
783 -- 796Zhenghua Xin, Guolong Chen, Jie Chen 0025, Shu Zhao, Zongchao Wang, Aidong Fang, Zhenggao Pan, Lin Cui. MGPOOL: multi-granular graph pooling convolutional networks representation learning
797 -- 810Wei Zhou, Degang Wang, Hongxing Li, Menghong Bao. Stochastic configuration broad learning system and its approximation capability analysis
811 -- 837Long-Hao Yang, Jun Liu 0001, Ying-Ming Wang, Hui Wang, Luis Martínez 0001. Enhancing extended belief rule-based systems for classification problems using decomposition strategy and overlap function
839 -- 850Ruiteng Yan, Yan Yu, Dong Qiu. Emotion-enhanced classification based on fuzzy reasoning

Volume 13, Issue 2

309 -- 336Abdelazim G. Hussien, Mohamed Amin. A self-adaptive Harris Hawks optimization algorithm with opposition-based learning and chaotic local search strategy for global optimization and feature selection
337 -- 356Jing Ba, Keyu Liu, Hengrong Ju, Suping Xu, Taihua Xu, Xibei Yang. Triple-G: a new MGRS and attribute reduction
357 -- 369Di Han 0002, Yijun Chen, Shuya Zhang. Implicit social recommendation algorithm based on multilayer fuzzy perception similarity
371 -- 382Mingwen Shao, Junhui Dai, Ran Wang, Jiandong Kuang, Wangmeng Zuo. CSHE: network pruning by using cluster similarity and matrix eigenvalues
383 -- 405Kaixuan Qi, Hua Chai, Qiangling Duan, Yongjian Du, Qingsong Wang, Jinhua Sun, Kim-Meow Liew. A collaborative emergency decision making approach based on BWM and TODIM under interval 2-tuple linguistic environment
407 -- 419Caixia Zhou, Ruicong Zhi. Learning deep representation for action unit detection with auxiliary facial attributes
421 -- 429Qiang Gao, Yi Yang, Qiaoju Kang, Zekun Tian, Yu Song. EEG-based Emotion Recognition with Feature Fusion Networks
431 -- 445Yipeng Chen, Ke Xu 0005, Di He, Xiaojuan Ban. Generating robust real-time object detector with uncertainty via virtual adversarial training
447 -- 459Wei Shi, Yanghe Feng, Honglan Huang, Zhong Liu, Jincai Huang, Guangquan Cheng. Efficient hierarchical policy network with fuzzy rules
461 -- 470Weitong Ding, Yubo Tian, Pengfei Li, Huining Yuan, Rui Li 0056. Antenna optimization based on master-apprentice broad learning system
471 -- 483Wing W. Y. Ng, Haicong Liang, Qingsheng Peng, Cankun Zhong, Xinran Dong, Zhongning Huang, Pingting Zhong, Cong Li, Minghui Xu, Yunxia Sun, Honghua Yu, Xiaohong Yang. An automatic framework for perioperative risks classification from retinal images of complex congenital heart disease patients
485 -- 496Hongjian Zhan, Shujing Lyu, Yue Lu. Improving offline handwritten Chinese text recognition with glyph-semanteme fusion embedding
497 -- 508Yanying Mei, Zhenwen Ren, Bin Wu, Yanhua Shao, Tao Yang. Robust graph-based multi-view clustering in latent embedding space
509 -- 522Haidong Huang, Zhengming Ma, Guokai Zhang. Dimensionality reduction of tensors based on manifold-regularized tucker decomposition and its iterative solution
523 -- 548Juan José Rodríguez, Mario Juez-Gil, Carlos López Nozal, Álvar Arnaiz-González. Rotation Forest for multi-target regression
549 -- 550Juan José Rodríguez, Mario Juez-Gil, Carlos López Nozal, Álvar Arnaiz-González. Correction to: Rotation Forest for multi-target regression
551 -- 558Maryam Sabzevari, Gonzalo Martínez-Muñoz, Alberto Suárez 0001. Building heterogeneous ensembles by pooling homogeneous ensembles
559 -- 0Maryam Sabzevari, Gonzalo Martínez-Muñoz, Alberto Suárez 0001. Correction to: Building heterogeneous ensembles by pooling homogeneous ensembles
561 -- 564Yulin He, Xizhao Wang, Joshua Zhexue Huang. Recent advances in multiple criteria decision making techniques
565 -- 0Yulin He, Xizhao Wang, Joshua Zhexue Huang. Correction to: Recent advances in multiple criteria decision making techniques

Volume 13, Issue 12

3663 -- 3690Xindong Peng, Dongting Sun, Zhigang Luo. Pythagorean fuzzy soft decision-making method for cache replacement policy selection in fog computing
3691 -- 3710Zhenhao Huang, GuoXu Zhou, Yuning Qiu, Yuyuan Yu, Haolei Dai. A dynamic hypergraph regularized non-negative tucker decomposition framework for multiway data analysis
3711 -- 3725Kai Wang 0024, Caoyin Yan, Xiaofeng Yuan, Yalin Wang 0003, Chenliang Liu. A reduced nonstationary discrete convolution kernel for multimode process monitoring
3727 -- 3742Long Chen, Fei Wang, Ruijing Yang, Fei Xie, Wenjing Wang, Cai Xu, Wei Zhao 0019, Ziyu Guan. Representation learning from noisy user-tagged data for sentiment classification
3743 -- 3772Diego Oliva, Marcella S. R. Martins, Salvador Hinojosa, Mohamed E. Abd Elaziz, Paulo Victor dos Santos, Gelson da Cruz, Seyed Jalaleddin Mousavirad. A hyper-heuristic guided by a probabilistic graphical model for single-objective real-parameter optimization
3773 -- 3783Aakash Kumar, Baoqun Yin, Ali Muhammad Shaikh, Munawar Ali, Wenyue Wei. CorrNet: pearson correlation based pruning for efficient convolutional neural networks
3785 -- 3805Renlong Jie, Junbin Gao, Andrey Vasnev, Minh-Ngoc Tran. Adaptive hierarchical hyper-gradient descent
3807 -- 3820Qing Tian, Heyang Sun, Yi Chu, Shun Peng. Ordinal unsupervised multi-target domain adaptation with implicit and explicit knowledge exploitation
3821 -- 3836Jianjun Ni, Xiaotian Wang, Tao Gong, Yingjuan Xie. An improved adaptive ORB-SLAM method for monocular vision robot under dynamic environments
3837 -- 3848Honglei Cui, Libo Xu, Chaoyi Pang. A simple combined projection method for conservative decision-making
3849 -- 3866Xuan Yang, Bing Huang. Dominance-based fuzzy rough sets in multi-scale decision tables
3867 -- 3886Qihua Li, Xing Tian, Wing W. Y. Ng, Sam Kwong. Recent development of hashing-based image retrieval in non-stationary environments
3887 -- 3907Baoquan Ning, Guiwu Wei 0001, Yanfeng Guo. Some novel distance and similarity measures for probabilistic dual hesitant fuzzy sets and their applications to MAGDM
3909 -- 3925Huiling Wang, Jun Sun 0008, Xiaofeng Gu, Wei Song. A novel multi-scale and sparsity auto-encoder for classification
3927 -- 3962Yining Chen, Pingxin Wang, Xibei Yang, Hualong Yu. Bee: towards a robust attribute reduction
3963 -- 3979Jinbo Wang, Weizhi Wu, Anhui Tan. Multi-granulation-based knowledge discovery in incomplete generalized multi-scale decision systems
3981 -- 3992Busra Ozgode Yigin, Gorkem Saygili. Confidence estimation for t-SNE embeddings using random forest
3993 -- 4011Yuao Zhang, Yunwei Dai, Qingbiao Wu. An accelerated optimization algorithm for the elastic-net extreme learning machine
4013 -- 4032Swati Yadav, S. P. Tiwari, Mausam Kumari, Vijay K. Yadav 0001. Generalized rough and fuzzy rough automata for semantic computing
4033 -- 4042Lin Li, Ting Li, Wei Wei 0018, Xinyao Guo, Jiye Liang. Hierarchical metric learning with intra-level and inter-level regularization

Volume 13, Issue 11

3255 -- 3266Chengwei Li, Han Liu 0002, Zhong Ming 0001. Empirical study on virtual order of class labels in nominal classification
3267 -- 3283Jin Zhang, Zekang Bian, Shitong Wang. Self-paced and Bayes-decision-rule linear KNN prediction
3285 -- 3297Tianyi Huang, Min Li 0026, William Zhu 0001. ACP based reinforcement learning for long-term recommender system
3299 -- 3310Xiaoxue Wan, LiHui Cen, Xiaofang Chen, Yongfang Xie. A novel multiple temporal-spatial convolution network for anode current signals classification
3311 -- 3328Xun Gong 0002, Xu Zhao, Lin Fan, Tianrui Li 0001, Ying Guo, Jun Luo. BUS-net: a bimodal ultrasound network for breast cancer diagnosis
3329 -- 3340Yu Fu, Ruipeng Cai, Bin Yu. Group decision-making method with directed graph under linguistic environment
3341 -- 3358Cui Fu, Shuisheng Zhou, Junna Zhang, Banghe Han, Yuxue Chen, Feng Ye. Risk-Averse support vector classifier machine via moments penalization
3359 -- 3372Dan Huang, Jie Hu 0007, Tianrui Li 0001, Shengdong Du, Hongmei Chen. Consistency regularization for deep semi-supervised clustering with pairwise constraints
3373 -- 3386Haoran Li, Zhenwen Ren, Chunyu Zhao, Zhi Xu, Jian Dai. Self-paced latent embedding space learning for multi-view clustering
3387 -- 3408Bhagat Singh Raghuwanshi, Akansha Mangal, Sanyam Shukla. Universum based kernelized weighted extreme learning machine for imbalanced datasets
3409 -- 3423Yutai Hou, Xinghao Wang, Cheng Chen, Bohan Li, Wanxiang Che, Zhigang Chen 0003. FewJoint: few-shot learning for joint dialogue understanding
3425 -- 3440Chengai Sun, Xiuliang Duan, Liqing Qiu, Qiang Shi, Tengteng Li. RLIM: representation learning method for influence maximization in social networks
3441 -- 3461Lina Wang, Zeshui Xu, Zhinan Hao. Consistency measure of the WH-PLPR under the risk identification of PPP projects
3463 -- 3490WenQian He, Shihu Liu, Weihua Xu, Fusheng Yu, Wentao Li, Fang Li. On rough set based fuzzy clustering for graph data
3491 -- 3508Xiurui Xie, Qing Cai, Hongjie Zhang, Malu Zhang, Zeheng Yang, Guisong Liu. When to transfer: a dynamic domain adaptation method for effective knowledge transfer
3509 -- 3522Jie Wang, Yaojin Lin, Longzhu Li, Yun-an Wang, Meiyan Xu, Jinkun Chen. Multi-label causal feature selection based on neighbourhood mutual information
3523 -- 3541Xi Luo, Min Jiang, Jun Kong. Selective relation-aware representations for person re-identification
3543 -- 3554Jingchao Cao, Wenhui Wu, Ran Wang 0001, Sam Kwong. No-reference image quality assessment by using convolutional neural networks via object detection
3555 -- 3568Huanying Han, Dongsheng Yang 0001, Jia Qin. Hidden features extraction and amplification based on eigenvalue imaging and gray-level grouping for bearing fault diagnosis
3569 -- 3576Chenglin Wen, Tingting Huai, Qinghua Zhang, Zhihuan Song, Feilong Cao. A new rotation forest ensemble algorithm
3577 -- 3587Ying Zhang, Xiangli Li, Mengxue Jia. Semi-supervised nonnegative matrix factorization with pairwise constraints for image clustering
3589 -- 3605Sundaram Muthu, Ruwan B. Tennakoon, Reza Hoseinnezhad, Alireza Bab-Hadiashar. Unsupervised video object segmentation: an affinity and edge learning approach
3607 -- 3624Hamid Bayati, Mohammad Bagher Dowlatshahi, Amin Hashemi. MSSL: a memetic-based sparse subspace learning algorithm for multi-label classification
3625 -- 3643Dashuang Zhou, Zhengyang Kang, Xiaoping Su, Chuang Yang. An enhanced Mayfly optimization algorithm based on orthogonal learning and chaotic exploitation strategy
3645 -- 3662Zhice Gong, Yuxin Liu, Taihua Xu, Pingxin Wang, Xibei Yang. Unsupervised attribute reduction: improving effectiveness and efficiency

Volume 13, Issue 10

2813 -- 2823Haiwei Hou, Shifei Ding, Xiao Xu. A deep clustering by multi-level feature fusion
2825 -- 2842Ke Tan 0002, Ting-Bing Xu, Zhenzhong Wei. Online visual tracking via background-aware Siamese networks
2843 -- 2855Wei Dai 0004, Chuanfeng Ning, Jing Nan, Dianhui Wang. Stochastic configuration networks for imbalanced data classification
2857 -- 2867Weiwei Li, Jin Chen, Peixue Gao, Zhiqiu Huang. Label enhancement with label-specific feature learning
2869 -- 2889A. C. Sumathi, Amir Javadpour, Pedro Pinto, Arun Kumar Sangaiah, Weizhe Zhang, Shadi Mahmoodi Khaniabadi. NEWTR: a multipath routing for next hop destination in internet of things with artificial recurrent neural network (RNN)
2891 -- 2908Biao Wang, Wenjing Wang, Na Wang, Zhizhong Mao. A robust novelty detection framework based on ensemble learning
2909 -- 2927Yingxiao Chen, Ping Zhu. Three-way recommendation for a node and a community on social networks
2929 -- 2942Cheng Wen, Qiankai Zhao, Mingye Li, Jingna Liu, Mingwei Li, Xingqiao Zhao. Multi-objective optimization based on hyperparameter random forest regression for linear motor design
2943 -- 2956Bolin Wang, Yuanyuan Sun, Yonghe Chu, Zhihao Yang, Hongfei Lin. Global-locality preserving projection for word embedding
2957 -- 2975Xianglei Zhu, Jianfeng Men, Liu Yang, Keqiu Li. Imbalanced driving scene recognition with class focal loss and data augmentation
2977 -- 2999Gonzalo A. Aranda-Corral, Joaquín Borrego-Díaz, Juan Galán Páez. Concept learning consistency under three-way decision paradigm
3001 -- 3018Yongjie Ma, Yirong Xie. Evolutionary neural networks for deep learning: a review
3019 -- 3029Wentao Fan, Wenjuan Hou. Unsupervised modeling and feature selection of sequential spherical data through nonparametric hidden Markov models
3031 -- 3069Yan Song, Damei Luo, Ningxin Xie, Zhaowen Li. Uncertainty measurement for incomplete set-valued data with application to attribute reduction
3071 -- 3088Chenhao Li, Chen He, Hui Zhang 0049, Jiacheng Yao, Jing Zhang 0023, Li Zhuo 0001. Streamer temporal action detection in live video by co-attention boundary matching
3089 -- 3112Binoy Krishna Giri, Sankar Kumar Roy. Neutrosophic multi-objective green four-dimensional fixed-charge transportation problem
3113 -- 3129Jose M. Barrera, Alejandro Reina, Alejandro Mate, Juan Carlos Trujillo Mondéjar. Fault detection and diagnosis for industrial processes based on clustering and autoencoders: a case of gas turbines
3131 -- 3142Huijuan Zhao, Jusheng Mi, Meishe Liang. A multi-granularity information fusion method based on logistic regression model and Dempster-Shafer evidence theory and its application
3143 -- 3158Juanying Xie, Weixuan Kong, Yinyuan Lu, Philip W. Grant, Shengquan Xu. KSRFB-net: detecting and identifying butterflies in ecological images based on human visual mechanism
3159 -- 3172Sheng Xue, Hualiang Chen, Xiaoliang Zheng. Detection and quantification of anomalies in communication networks based on LSTM-ARIMA combined model
3173 -- 3198Jinxin Yang, Dongxiao Gu, Shanlin Yang, Kongchun Mei, Yunxia Cao. MAGDM in hesitant interval-valued Pythagorean linguistic Z-number based on combined score function and entropy
3199 -- 3209Yu Ou, Lang Li, Di Li, Jian Zhang. ESRM: an efficient regression model based on random kernels for side channel analysis
3211 -- 3224Syed Fawad Hussain, Fatima Shahzadi, Badre Munir. Constrained class-wise feature selection (CCFS)
3225 -- 3237Lizheng Pan, Shunchao Wang, Yi Ding, Lu Zhao, Aiguo Song. A universal emotion recognition method based on feature priority evaluation and classifier reinforcement
3239 -- 3254Jaya Gupta, Sunil Pathak, Gireesh Kumar. Aquila coyote-tuned deep convolutional neural network for the classification of bare skinned images in websites

Volume 13, Issue 1

1 -- 9Jie Zhu, Yang Shu, Junsan Zhang, Xuanye Wang, Shufang Wu. Triplet-object loss for large scale deep image retrieval
11 -- 28Tao Zhang 0028, Mei Rong, Haoran Shan, Mingxin Liu. Stability analysis of incremental concept tree for concept cognitive learning
29 -- 38Wei Wei 0018, Da Wang, Jiye Liang. Accelerating ReliefF using information granulation
39 -- 47Kuoliang Wu, Guodong Xu, Zili Liu, Haifeng Liu, Deng Cai 0001, Xiaofei He 0001. PointCSE: Context-sensitive encoders for efficient 3D object detection from point cloud
49 -- 69Amin Hashemi, Mohammad Bagher Dowlatshahi, Hossein Nezamabadi-pour. Ensemble of feature selection algorithms: a multi-criteria decision-making approach
71 -- 81Mustafa Servet Kiran, Eyup Siramkaya, Engin Esme, Miyase Nur Senkaya. Prediction of the number of students taking make-up examinations using artificial neural networks
83 -- 98Li Zou, Ning Kang 0004, Lu Che, Xin Liu 0048. Linguistic-valued layered concept lattice and its rule extraction
99 -- 114Qinghua Zhang 0001, Xuechao Zhi, Yongyang Dai, Guoyin Wang. Democratic three-way decisions based on voting mechanism
115 -- 131Zhikang Xu, Bofeng Zhang, Deyu Li, Xiaodong Yue. Hierarchical multilabel classification by exploiting label correlations
133 -- 144Kang Wang, Xuesong Wang, Tong Zhang, Yuhu Cheng. Few-shot learning with deep balanced network and acceleration strategy
145 -- 162Jiqiang Tang, Ankang Zuo, Jian Liu, Tianrui Li 0001. Seasonal decomposition and combination model for short-term forecasting of subway ridership
163 -- 174Jilin Yang, Yiyu Yao, Xianyong Zhang. A model of three-way approximation of intuitionistic fuzzy sets
175 -- 185Qipeng Chen, Haofeng Zhang, Qiaolin Ye, Zheng Zhang, Wankou Yang. Learning discriminative feature via a generic auxiliary distribution for unsupervised domain adaptation
187 -- 198C. Treesatayapun. Tradeoff-optimal-controller based on compact fuzzy data-driven model and multi-gradient learning
199 -- 216Liang-Rui Ren, Ying-Lian Gao, Junliang Shang, Jin-Xing Liu. Kernel risk-sensitive mean p-power error based robust extreme learning machine for classification
217 -- 232Marco Melis, Michele Scalas, Ambra Demontis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli. Do gradient-based explanations tell anything about adversarial robustness to android malware?
233 -- 253Ghufran Ahmad Khan, Jie Hu 0007, Tianrui Li 0001, Bassoma Diallo, Yimiao Zhao. Multi-view low rank sparse representation method for three-way clustering
255 -- 268Xulin Song, Zhong Jin. Domain adaptive attention-based dropout for one-shot person re-identification
269 -- 291Lisha Hu, Chunyu Hu, Xinlong Jiang, Zheng Huo. Adaptive coefficient-based kernelized network for personalized activity recognition
293 -- 308Xianhe Wang, Bo Wang 0027, Shu Liu, Huaxiong Li, Tianxing Wang, Junzo Watada. Fuzzy portfolio selection based on three-way decision and cumulative prospect theory