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ORCIDInternational Journal of Machine Learning and Cybernetics, Volume 13
Volume 13, Number 1, January 2022
- Jie Zhu, Yang Shu, Junsan Zhang, Xuanye Wang, Shufang Wu:
Triplet-object loss for large scale deep image retrieval. 1-9 - Tao Zhang
, Mei Rong, Haoran Shan, Mingxin Liu:
Stability analysis of incremental concept tree for concept cognitive learning. 11-28 - Wei Wei, Da Wang, Jiye Liang:
Accelerating ReliefF using information granulation. 29-38 - Kuoliang Wu, Guodong Xu, Zili Liu, Haifeng Liu, Deng Cai, Xiaofei He:
PointCSE: Context-sensitive encoders for efficient 3D object detection from point cloud. 39-47 - Amin Hashemi, Mohammad Bagher Dowlatshahi, Hossein Nezamabadi-pour:
Ensemble of feature selection algorithms: a multi-criteria decision-making approach. 49-69 - Mustafa Servet Kiran, Eyup Siramkaya, Engin Esme, Miyase Nur Senkaya:
Prediction of the number of students taking make-up examinations using artificial neural networks. 71-81 - Li Zou, Ning Kang, Lu Che, Xin Liu:
Linguistic-valued layered concept lattice and its rule extraction. 83-98 - Qinghua Zhang, Xuechao Zhi, Yongyang Dai, Guoyin Wang:
Democratic three-way decisions based on voting mechanism. 99-114 - Zhikang Xu, Bofeng Zhang, Deyu Li, Xiaodong Yue:
Hierarchical multilabel classification by exploiting label correlations. 115-131 - Kang Wang, Xuesong Wang, Tong Zhang, Yuhu Cheng:
Few-shot learning with deep balanced network and acceleration strategy. 133-144 - Jiqiang Tang, Ankang Zuo, Jian Liu, Tianrui Li:
Seasonal decomposition and combination model for short-term forecasting of subway ridership. 145-162 - Jilin Yang, Yiyu Yao, Xianyong Zhang:
A model of three-way approximation of intuitionistic fuzzy sets. 163-174 - Qipeng Chen, Haofeng Zhang, Qiaolin Ye, Zheng Zhang, Wankou Yang:
Learning discriminative feature via a generic auxiliary distribution for unsupervised domain adaptation. 175-185 - C. Treesatayapun:
Tradeoff-optimal-controller based on compact fuzzy data-driven model and multi-gradient learning. 187-198 - Liang-Rui Ren, Ying-Lian Gao, Junliang Shang, Jin-Xing Liu:
Kernel risk-sensitive mean p-power error based robust extreme learning machine for classification. 199-216 - Marco 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? 217-232 - Ghufran Ahmad Khan, Jie Hu, Tianrui Li, Bassoma Diallo, Yimiao Zhao:
Multi-view low rank sparse representation method for three-way clustering. 233-253 - Xulin Song, Zhong Jin:
Domain adaptive attention-based dropout for one-shot person re-identification. 255-268 - Lisha Hu, Chunyu Hu, Xinlong Jiang, Zheng Huo:
Adaptive coefficient-based kernelized network for personalized activity recognition. 269-291 - Xianhe Wang, Bo Wang, Shu Liu, Huaxiong Li, Tianxing Wang, Junzo Watada:
Fuzzy portfolio selection based on three-way decision and cumulative prospect theory. 293-308
Volume 13, Number 2, February 2022
- Abdelazim 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. 309-336 - Jing Ba, Keyu Liu, Hengrong Ju, Suping Xu, Taihua Xu, Xibei Yang:
Triple-G: a new MGRS and attribute reduction. 337-356 - Di Han, Yijun Chen, Shuya Zhang:
Implicit social recommendation algorithm based on multilayer fuzzy perception similarity. 357-369 - Mingwen Shao, Junhui Dai, Ran Wang, Jiandong Kuang, Wangmeng Zuo:
CSHE: network pruning by using cluster similarity and matrix eigenvalues. 371-382 - Kaixuan 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. 383-405 - Caixia Zhou, Ruicong Zhi:
Learning deep representation for action unit detection with auxiliary facial attributes. 407-419 - Qiang Gao, Yi Yang, Qiaoju Kang, Zekun Tian, Yu Song:
EEG-based Emotion Recognition with Feature Fusion Networks. 421-429 - Yipeng Chen, Ke Xu, Di He, Xiaojuan Ban:
Generating robust real-time object detector with uncertainty via virtual adversarial training. 431-445 - Wei Shi, Yanghe Feng, Honglan Huang, Zhong Liu, Jincai Huang, Guangquan Cheng:
Efficient hierarchical policy network with fuzzy rules. 447-459 - Weitong Ding, Yubo Tian, Pengfei Li, Huining Yuan, Rui Li:
Antenna optimization based on master-apprentice broad learning system. 461-470 - Wing 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. 471-483 - Hongjian Zhan, Shujing Lyu, Yue Lu:
Improving offline handwritten Chinese text recognition with glyph-semanteme fusion embedding. 485-496 - Yanying Mei, Zhenwen Ren, Bin Wu, Yanhua Shao, Tao Yang:
Robust graph-based multi-view clustering in latent embedding space. 497-508 - Haidong Huang, Zhengming Ma, Guokai Zhang:
Dimensionality reduction of tensors based on manifold-regularized tucker decomposition and its iterative solution. 509-522 - Juan José Rodríguez, Mario Juez-Gil, Carlos López Nozal, Álvar Arnaiz-González:
Rotation Forest for multi-target regression. 523-548 - Juan José Rodríguez, Mario Juez-Gil, Carlos López Nozal, Álvar Arnaiz-González:
Correction to: Rotation Forest for multi-target regression. 549-550 - Maryam Sabzevari, Gonzalo Martínez-Muñoz, Alberto Suárez:
Building heterogeneous ensembles by pooling homogeneous ensembles. 551-558 - Maryam Sabzevari, Gonzalo Martínez-Muñoz, Alberto Suárez:
Correction to: Building heterogeneous ensembles by pooling homogeneous ensembles. 559 - Yulin He, Xizhao Wang, Joshua Zhexue Huang:
Recent advances in multiple criteria decision making techniques. 561-564 - Yulin He, Xizhao Wang, Joshua Zhexue Huang:
Correction to: Recent advances in multiple criteria decision making techniques. 565
Volume 13, Number 3, March 2022
- Li Zou, Luis Martínez, Jun Liu, Xiaoping Qiu, Xingxing He:
Editorial: New trends on machine learning applied to information processing under uncertainty. 567-568 - Guilong Liu, Yanbin Feng:
Knowledge granularity reduction for decision tables. 569-577 - Yi Liu, Guiwu Wei, Haobin Liu, Lei Xu:
Group decision making for internet public opinion emergency based upon linguistic intuitionistic fuzzy information. 579-594 - Hua Zhu, Jianbin Zhao, Hua Li:
q-ROF-SIR methods and their applications to multiple attribute decision making. 595-607 - Yi Yang, Zhen-Song Chen, 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. 609-632 - Yuan Rong, Yi Liu, Zheng Pei:
A novel multiple attribute decision-making approach for evaluation of emergency management schemes under picture fuzzy environment. 633-661 - Bassoma Diallo, Jie Hu, Tianrui Li, Ghufran Ahmad Khan, Ahmed Saad Hussein:
Multi-view document clustering based on geometrical similarity measurement. 663-675 - Ghufran Ahmad Khan, Jie Hu, Tianrui Li, Bassoma Diallo, Hongjun Wang:
Multi-view data clustering via non-negative matrix factorization with manifold regularization. 677-689 - Lankun Guo, Zhenhua Jia, Qingguo Li, Jianhua Dai:
Steadiness analysis of means-end conceptual paths and problem-chains based on concept lattices and similarity measuring. 691-719 - Hao 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. 721-733 - Junhai Zhai, Jiaxing Qi, Sufang Zhang:
Imbalanced data classification based on diverse sample generation and classifier fusion. 735-750 - Xueqin Liu, Yanjun Wang, Lidong Wang:
Sustainable competitiveness evaluation of container liners based on granular computing and social network group decision making. 751-764 - Shuang An, Qinghua Hu, Changzhong Wang, Ge Guo, Piyu Li:
Data reduction based on NN-kNN measure for NN classification and regression. 765-781 - Zhenghua Xin, Guolong Chen, Jie Chen, Shu Zhao, Zongchao Wang, Aidong Fang, Zhenggao Pan, Lin Cui:
MGPOOL: multi-granular graph pooling convolutional networks representation learning. 783-796 - Wei Zhou, Degang Wang, Hongxing Li, Menghong Bao:
Stochastic configuration broad learning system and its approximation capability analysis. 797-810 - Long-Hao Yang, Jun Liu, Ying-Ming Wang, Hui Wang, Luis Martínez:
Enhancing extended belief rule-based systems for classification problems using decomposition strategy and overlap function. 811-837 - Ruiteng Yan, Yan Yu, Dong Qiu:
Emotion-enhanced classification based on fuzzy reasoning. 839-850
Volume 13, Number 4, April 2022
- Jakramate Bootkrajang, Jeerayut Chaijaruwanich:
Towards an improved label noise proportion estimation in small data: a Bayesian approach. 851-867 - Zou Yang, Xiongkai Shao, Jun Wan, Rong Gao, Zhihui Lai:
Mixed attention hourglass network for robust face alignment. 869-881 - Peide Liu, Sumera Naz, Muhammad Akram, Mamoona Muzammal:
Group decision-making analysis based on linguistic q-rung orthopair fuzzy generalized point weighted aggregation operators. 883-906 - Xian-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. 907-927 - Xiaonan Li, Yanpo Yang, Huangjian Yi, Qianqian Yu:
Conflict analysis based on three-way decision for trapezoidal fuzzy information systems. 929-945 - Shiva Noori Saray, Jafar Tahmoresnezhad:
Iterative joint classifier and domain adaptation for visual transfer learning. 947-961 - Chengmao Wu, Jiajia Zhang:
Robust semi-supervised spatial picture fuzzy clustering with local membership and KL-divergence for image segmentation. 963-987 - Kun Sun, Haixia Xu, Liming Yuan, Xianbin Wen:
A tiny deep capsule network. 989-1004 - Yusheng Cheng, Chao Zhang, Shufang Pang:
Multi-label space reshape for semantic-rich label-specific features learning. 1005-1019 - Xiuwei Chen, Weihua Xu:
Double-quantitative multigranulation rough fuzzy set based on logical operations in multi-source decision systems. 1021-1048 - Meng 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. 1049-1064 - Aníbal Pedraza, Oscar Déniz-Suárez, Gloria Bueno:
Really natural adversarial examples. 1065-1077 - Sui-Zhi Luo, Witold Pedrycz, Lining Xing:
Selection of data products: a hybrid AFSA-MABAC approach. 1079-1097 - Duo Wang, Qianxia Ma, Qingyuan Zheng, Yu Cheng, Tao Zhang:
Improved local-feature-based few-shot learning with Sinkhorn metrics. 1099-1114 - Jia-Wen Zheng, Weizhi Wu, Han Bao, Anhui Tan:
Evidence theory based optimal scale selection for multi-scale ordered decision systems. 1115-1129 - Tao Wen, Weiwei Li, Lei Chen, Xiuyi Jia:
Semi-supervised label enhancement via structured semantic extraction. 1131-1144 - Lulu Tian, Zidong Wang, Weibo Liu, Yuhua Cheng, Fuad E. Alsaadi, Xiaohui Liu:
Empower parameterized generative adversarial networks using a novel particle swarm optimizer: algorithms and applications. 1145-1155 - Muhammad Hafeez Javed, Zeng Yu, Tianrui Li, Taha M. Rajeh, Fahad Rafique, Syed Waqar:
Hybrid two-stream dynamic CNN for view adaptive human action recognition using ensemble learning. 1157-1166 - Xiaowen Sun, Limin Sun:
On attribute importance measure and its application to supplier selection. 1167-1178 - Bahaeddin Turkoglu, Sait Ali Uymaz, Ersin Kaya:
Clustering analysis through artificial algae algorithm. 1179-1196
Volume 13, Number 5, May 2022
- Chunyun Zhang, Tianze Wu, Yunfeng Zhang, Baolin Zhao, Tingwen Wang, Chaoran Cui, Yilong Yin:
Deep semantic-aware network for zero-shot visual urban perception. 1197-1211 - Haoran Zhao, Xin Sun, Junyu Dong, Milos Manic, Huiyu Zhou, Hui Yu:
Dual discriminator adversarial distillation for data-free model compression. 1213-1230 - Guofei Lian, Yan Wang, Huabiao Qin, Guancheng Chen:
Towards unified on-road object detection and depth estimation from a single image. 1231-1241 - Zhiqin 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. 1243-1264 - Gang Sun, Xiaoping Li, Degang Chen:
Ranking defects and solving countermeasures for Pythagorean fuzzy sets with hesitant degree. 1265-1281 - Kai 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. 1283-1299 - Qinghua Liu, Yang Xu, Xingxing He:
Attention recurrent cross-graph neural network for selecting premises. 1301-1315 - Xiaofang Gao, Jiye Liang, Wenjian Wang, Xuefei Bai, Lina Jia:
An unsupervised multi-manifold discriminant isomap algorithm based on the pairwise constraints. 1317-1336 - Changming 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. 1337-1354 - Lianjie Long, Faliang Huang, Yunfei Yin, Youquan Xu:
Multi-task learning for collaborative filtering. 1355-1368 - Yuting Sun, Shifei Ding, Zichen Zhang, Chenglong Zhang:
Hypergraph based semi-supervised support vector machine for binary and multi-category classifications. 1369-1386 - Zhi Wang, Jing Zhong, Yuqing Chen, Ping Zhong:
Sparse robust multiview feature selection via adaptive-weighting strategy. 1387-1408 - Maxwell Hwang, Wei-Cheng Jiang, Yu-Jen Chen:
A critical state identification approach to inverse reinforcement learning for autonomous systems. 1409-1423 - Li Guo, Xiaoqian Zhang, Zhigui Liu, Qian Wang, Jianping Zhou:
Correntropy metric-based robust low-rank subspace clustering for motion segmentation. 1425-1440 - Zhongliang 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. 1441-1459 - Feilong Cao, Chengling Gao, Hailiang Ye:
A novel method for image segmentation: two-stage decoding network with boundary attention. 1461-1473 - Yuanpeng Zhang, Guanjin Wang, Fu-Lai Chung, Shitong Wang:
A fuzzy system with common linear-term consequents equivalent to FLNN and GMM. 1475-1492 - Fan Meng, Yang Gao, Huihui Wang, Yi Liu, Hairong Wang:
TSLOD: a coupled generalized subsequence local outlier detection model for multivariate time series. 1493-1504 - Yingsheng 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. 1505-1515
Volume 13, Number 6, June 2022
- Xindi 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. 1517-1534 - Bing Huang, Xuan Yang, Guofu Feng, Chunxiang Guo:
Relative measure-based approaches for ranking single-valued neutrosophic values and their applications. 1535-1552 - Xingxing Liang, Yang Ma, Guangquan Cheng, Changjun Fan, Yuling Yang, Zhong Liu:
Meta-path-based heterogeneous graph neural networks in academic network. 1553-1569 - Dongmei Mo, Wai Keung Wong, Xianjing Liu, Yao Ge:
Concentrated hashing with neighborhood embedding for image retrieval and classification. 1571-1587 - Jing Zhao, Zengyu Qiu, Shiliang Sun:
Multi-view multi-label active learning with conditional Bernoulli mixtures. 1589-1601 - Yan Li, Chang Liu, Suyun Zhao, Qiang Hua:
Active partial label learning based on adaptive sample selection. 1603-1617 - Jinghong Wang, Haokang Li, Lina Liang, Yi Zhou:
Community discovery algorithm of complex network attention model. 1619-1631 - Hongyuan Li, Hong Yu, Fan Min, Dun Liu, Huaxiong Li:
Incremental sequential three-way decision based on continual learning network. 1633-1645 - Ming-Hung Chang, Yi-Chao Wu:
Speed control of electric vehicle by using type-2 fuzzy neural network. 1647-1660 - Mengmeng Li, Chiping Zhang, Minghao Chen, Weihua Xu:
Multigranulation double-quantitative decision-theoretic rough sets based on logical operations. 1661-1684 - Qiang 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. 1685-1696 - Ting 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. 1697-1711 - Fan Xie, Yitian Xu, Mengdan Ma, Xinying Pang:
A safe acceleration method for multi-task twin support vector machine. 1713-1728 - Hao Wang, Yue Zhang, Chao Liu, Honghai Liu:
sEMG based hand gesture recognition with deformable convolutional network. 1729-1738 - Jianhua Dai, Qiong Liu:
Semi-supervised attribute reduction for interval data based on misclassification cost. 1739-1750 - Qian Guo, Yuhua Qian, Xinyan Liang, Junyu Chen, Honghong Cheng:
Multi-granulation Multi-scale Relation Network for Abstract Reasoning. 1751-1762 - Fenglei Yang, Jingling Han, Baomin Li:
Deconfounded classification by an intervention approach. 1763-1779 - Tao Ye, Jun Zhang, Zhi-hao Zhang, Yi Zhang, Fuqiang Zhou, Xiaozhi Gao:
Fault detection of train mechanical parts using multi-mode aggregation feature enhanced convolution neural network. 1781-1794 - Lida Abdi, Sattar Hashemi:
Correction to: Binary domain adaptation with independence maximization. 1795
Volume 13, Number 7, July 2022
- Lei Yang, Keyun Qin, Binbin Sang, Weihua Xu:
Dynamic maintenance of variable precision fuzzy neighborhood three-way regions in interval-valued fuzzy decision system. 1797-1818 - Yuanyuan Xu, Shen-Ming Gu, Fan Min:
Improving recommendation quality through outlier removal. 1819-1832 - Chen Gao, Xuan Zhang, Hui Liu, Wei Yun, Jiahao Jiang:
A joint extraction model of entities and relations based on relation decomposition. 1833-1845 - Dong Chen, Duoqian Miao, Cairong Zhao, Hailong Zhou:
Candidate region acquisition optimization algorithm based on multi-granularity data enhancement. 1847-1860 - Xianyong Zhang, Yanhong Zhou, Xiao Tang, Yunrui Fan:
Three-way improved neighborhood entropies based on three-level granular structures. 1861-1890 - Ke Chen, Guoyin Wang, Shun Fu, Jun Hu, Li Liu:
MGRL: attributed multiplex heterogeneous network representation learning based on multi-granularity information fusion. 1891-1906 - Nannan Wang, Peng Li:
A new multi-granularity probabilistic linguistic two-sided matching method considering peer effect and its application in pension services. 1907-1926 - Chengwei Zhang, Zhuobing Han, Bingfu Liu, Wanli Xue, Jianye Hao, Xiaohong Li, Dou An, Rong Chen:
SCC-rFMQ: a multiagent reinforcement learning method in cooperative Markov games with continuous actions. 1927-1944 - Ai-Min Fu, Jingna Liu, Tian-Lun Zhang:
Self-stacking random weight neural network with multi-layer features fusion. 1945-1957 - Yanhui Zhai, Nan Jia, Shaoxia Zhang, Deyu Li, Weihua Xu:
Study on deduction process and inference methods of decision implications. 1959-1979 - Tiandou Hu, Xianghong Lin, Xiangwen Wang, Pangao Du:
Supervised learning algorithm based on spike optimization mechanism for multilayer spiking neural networks. 1981-1995 - Haifeng Wu, Jinling Luo, Xiaoling Lu, Yu Zeng:
3D transfer learning network for classification of Alzheimer's disease with MRI. 1997-2011 - Can Gao, Yong Li, Jie Zhou, Witold Pedrycz, Zhihui Lai, Jun Wan, Jianglin Lu:
Global structure-guided neighborhood preserving embedding for dimensionality reduction. 2013-2032 - Andrea Stevens Karnyoto, Chengjie Sun, Bingquan Liu, Xiaolong Wang:
Augmentation and heterogeneous graph neural network for AAAI2021-COVID-19 fake news detection. 2033-2043 - Chengjing Li, Li Wang, Zirong Huang:
Hindsight-aware deep reinforcement learning algorithm for multi-agent systems. 2045-2057 - Chao Zeng, Sam Kwong:
Learning cross-modality features for image caption generation. 2059-2070 - Jiaxian Zou, Ziwei Du, Shu Zhao:
Multi-granular attributed network representation learning. 2071-2087 - Ying Chen, Jifeng Guo, Junqin Huang, Bin Lin:
A novel method for financial distress prediction based on sparse neural networks with L1/2 regularization. 2089-2103
Volume 13, Number 8, August 2022
- Zhuang Yi, Haitao Zhao:
SPAN: siampillars attention network for 3D object tracking in point clouds. 2105-2117 - Xiao Li, Min Fang, Bo Chen:
An active unseen sample selection framework for generalized zero-shot classification. 2119-2134 - Huaqing Zhang, Yunqi Jiang, Jian Wang, Kai Zhang, Nikhil R. Pal:
Bilateral sensitivity analysis: a better understanding of a neural network. 2135-2152 - Liyuan Chen, Huawen Liu, Jiashuaizi Mo, Dawei Zhang, Jie Yang, Feilong Lin, Zhonglong Zheng, Riheng Jia:
Cross channel aggregation similarity network for salient object detection. 2153-2169 - Zhiyu Zhou, Haodong Ji, Zefei Zhu:
Online sequential fuzzy dropout extreme learning machine compensate for sliding-mode control system errors of uncertain robot manipulator. 2171-2187 - Bingbing Fan, Mingwen Shao, Yunhao Li, Cunhe Li:
Global contextual attention for pure regression object detection. 2189-2197 - Xinwei Geng, Longyue Wang, Xing Wang, Mingtao Yang, Xiaocheng Feng, Bing Qin, Zhaopeng Tu:
Learning to refine source representations for neural machine translation. 2199-2212 - Nasrin Sultana, Jeffrey Chan, Tabinda Sarwar, A. Kai Qin:
Learning to optimise general TSP instances. 2213-2228 - Lifang Chen, Enting Yu, Honglian Cong:
Feature fusion network for clothing parsing. 2229-2238 - Fei Yang, Huyin Zhang, Shiming Tao:
Hybrid deep graph convolutional networks. 2239-2255 - Min Xue, Peipei Cao, Bingbing Hou, Weiyong Liu:
Data-driven decision-making with weights and reliabilities for diagnosis of thyroid cancer. 2257-2271 - Siyu Cao, Wen Wang, Jing Zhang, Min Zheng, Qingyong Li:
A few-shot fine-grained image classification method leveraging global and local structures. 2273-2281 - Xuesong Chen, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma:
Investigating human reading behavior during sentiment judgment. 2283-2296 - Murali 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. 2297-2312 - Li Zhang, Ping Zhu:
Generalized fuzzy variable precision rough sets based on bisimulations and the corresponding decision-making. 2313-2344 - Wenbin Qian, Ping Dong, Yinglong Wang, Shiming Dai, Jintao Huang:
Local rough set-based feature selection for label distribution learning with incomplete labels. 2345-2364 - Rim Nasfi, Nizar Bouguila:
A novel feature selection method using generalized inverted Dirichlet-based HMMs for image categorization. 2365-2381 - Xiaoxia Huang, Kwon Ryong Hong, Jang Su Kim, Il Jong Choe:
Multi-objective uncertain project selection considering synergy. 2383-2402
Volume 13, Number 9, September 2022
- Jiandong Kuang, Mingwen Shao, Ran Wang, Wangmeng Zuo, Weiping Ding:
Network pruning via probing the importance of filters. 2403-2414 - Xiuling Zhang, Shuo Wang, Ziyun Wu, Xiaofei Tan:
Unsupervised image clustering algorithm based on contrastive learning and K-nearest neighbors. 2415-2423 - Jian Zhang, Shifei Ding, Tongfeng Sun, Lili Guo:
A Gaussian RBM with binary auxiliary units. 2425-2433 - Shidong Li, Jianwei Liu, Zhanjie Song:
Brain tumor segmentation based on region of interest-aided localization and segmentation U-Net. 2435-2445 - Mario A. Navarro, Diego Oliva, Alfonso Ramos-Michel, Daniel Zaldivar, Bernardo Morales-Castañeda, Marco Antonio Pérez Cisneros, Arturo Valdivia, Huiling Chen:
An improved multi-population whale optimization algorithm. 2447-2478 - Peng Tian, Hongwei Mo, Laihao Jiang:
Exploring correlation of relationship reasoning for scene graph generation. 2479-2493 - Farong Gao, Lijie Cai, Zhangyi Yang, Shiji Song, Cheng Wu:
Multi-distance metric network for few-shot learning. 2495-2506 - Kai Chen, Meng Niu, Qingcai Chen:
A hierarchical reasoning graph neural network for the automatic scoring of answer transcriptions in video job interviews. 2507-2517 - Peng Wu, Hong Yu, Feng Hu, Yongfang Xie:
A temporal-attribute attention neural network for mixed frequency data forecasting. 2519-2531 - Guangquan Cheng, Hamed Ahmadzade, Mehran Farahikia, Masoud Yarmohammadi:
Uncertain random portfolio optimization via semi-variance. 2533-2543 - Chunmao Jiang, Zhicong Li, JingTao Yao:
A shadowed set-based three-way clustering ensemble approach. 2545-2558 - Hongmei He, Zhenhuan Zhu:
A heuristically self-organised Linguistic Attribute Deep Learning for edge intelligence. 2559-2579 - Xu Yang, Hongru Li, Xia Yu:
A dynamic multi-swarm cooperation particle swarm optimization with dimension mutation for complex optimization problem. 2581-2608 - Khalil ur Rehman, Jianqiang Li, Yan Pei, Anaa Yasin:
A review on machine learning techniques for the assessment of image grading in breast mammogram. 2609-2635 - Ligeng Zou, Xiaozhi Chen, Tingting He, Jianhua Dai:
Computing formal concepts in parallel via a workload rebalance approach. 2637-2648 - Shang Liu, Xiaoyu Chen, Hao Chen:
CIRAN: extracting crowd interaction with residual attention network for pedestrian trajectory prediction. 2649-2662 - Maxwell Hwang, Cai Wu, Wei-Cheng Jiang, Wei-Chen Hung:
A sequential attention interface with a dense reward function for mitosis detection. 2663-2675 - Hiu Tung Wong, Chi-Sing Leung, Sam Kwong:
Convergence analysis on the deterministic mini-batch learning algorithm for noise resilient radial basis function networks. 2677-2690 - Jiajun Wen, Wai Keung Wong, Xiao-Li Hu, Hong-Lin Chu, Zhihui Lai:
Restricted subgradient descend method for sparse signal learning. 2691-2709 - Jianhua Yuan, Yanyan Zhao, Bing Qin:
Learning to share by masking the non-shared for multi-domain sentiment classification. 2711-2724 - Chunxin Fang, Hui Ma, Zedong Yang, Wenbo Tian:
A finger-vein recognition method based on double-weighted group sparse representation classification. 2725-2744 - Zeng Lu, Ganghan Zhang, Guoheng Huang, Zhiwen Yu, 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. 2745-2761 - Jiaojiao Niu, Degang Chen:
Incremental calculation approaches for granular reduct in formal context with attribute updating. 2763-2784 - Jidong Han, Ting Zhang, Yujian Li, Zhaoying Liu:
RD-NMSVM: neural mapping support vector machine based on parameter regularization and knowledge distillation. 2785-2798 - Feijiang Li, Yuhua Qian, Jieting Wang, Furong Peng, Jiye Liang:
Clustering mixed type data: a space structure-based approach. 2799-2812
Volume 13, Number 10, October 2022
- Haiwei Hou, Shifei Ding, Xiao Xu:
A deep clustering by multi-level feature fusion. 2813-2823 - Ke Tan, Ting-Bing Xu, Zhenzhong Wei:
Online visual tracking via background-aware Siamese networks. 2825-2842 - Wei Dai, Chuanfeng Ning, Jing Nan, Dianhui Wang:
Stochastic configuration networks for imbalanced data classification. 2843-2855 - Weiwei Li, Jin Chen, Peixue Gao, Zhiqiu Huang:
Label enhancement with label-specific feature learning. 2857-2867 - A. 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). 2869-2889 - Biao Wang, Wenjing Wang, Na Wang, Zhizhong Mao:
A robust novelty detection framework based on ensemble learning. 2891-2908 - Yingxiao Chen, Ping Zhu:
Three-way recommendation for a node and a community on social networks. 2909-2927 - Cheng Wen, Qiankai Zhao, Mingye Li, Jingna Liu, Mingwei Li, Xingqiao Zhao:
Multi-objective optimization based on hyperparameter random forest regression for linear motor design. 2929-2942 - Bolin Wang, Yuanyuan Sun, Yonghe Chu, Zhihao Yang, Hongfei Lin:
Global-locality preserving projection for word embedding. 2943-2956 - Xianglei Zhu, Jianfeng Men, Liu Yang, Keqiu Li:
Imbalanced driving scene recognition with class focal loss and data augmentation. 2957-2975 - Gonzalo A. Aranda-Corral, Joaquín Borrego-Díaz, Juan Galán Páez:
Concept learning consistency under three-way decision paradigm. 2977-2999 - Yongjie Ma, Yirong Xie:
Evolutionary neural networks for deep learning: a review. 3001-3018 - Wentao Fan, Wenjuan Hou:
Unsupervised modeling and feature selection of sequential spherical data through nonparametric hidden Markov models. 3019-3029 - Yan Song, Damei Luo, Ningxin Xie, Zhaowen Li:
Uncertainty measurement for incomplete set-valued data with application to attribute reduction. 3031-3069 - Chenhao Li, Chen He, Hui Zhang, Jiacheng Yao, Jing Zhang, Li Zhuo:
Streamer temporal action detection in live video by co-attention boundary matching. 3071-3088 - Binoy Krishna Giri, Sankar Kumar Roy:
Neutrosophic multi-objective green four-dimensional fixed-charge transportation problem. 3089-3112 - Jose 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. 3113-3129 - Huijuan Zhao, Jusheng Mi, Meishe Liang:
A multi-granularity information fusion method based on logistic regression model and Dempster-Shafer evidence theory and its application. 3131-3142 - Juanying Xie, Weixuan Kong, Yinyuan Lu, Philip W. Grant, Shengquan Xu:
KSRFB-net: detecting and identifying butterflies in ecological images based on human visual mechanism. 3143-3158 - Sheng Xue, Hualiang Chen, Xiaoliang Zheng:
Detection and quantification of anomalies in communication networks based on LSTM-ARIMA combined model. 3159-3172 - Jinxin 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. 3173-3198 - Yu Ou, Lang Li, Di Li, Jian Zhang:
ESRM: an efficient regression model based on random kernels for side channel analysis. 3199-3209 - Syed Fawad Hussain, Fatima Shahzadi, Badre Munir:
Constrained class-wise feature selection (CCFS). 3211-3224 - Lizheng Pan, Shunchao Wang, Yi Ding, Lu Zhao, Aiguo Song:
A universal emotion recognition method based on feature priority evaluation and classifier reinforcement. 3225-3237 - Jaya Gupta, Sunil Pathak, Gireesh Kumar:
Aquila coyote-tuned deep convolutional neural network for the classification of bare skinned images in websites. 3239-3254
Volume 13, Number 11, November 2022
- Chengwei Li, Han Liu, Zhong Ming:
Empirical study on virtual order of class labels in nominal classification. 3255-3266 - Jin Zhang, Zekang Bian, Shitong Wang:
Self-paced and Bayes-decision-rule linear KNN prediction. 3267-3283 - Tianyi Huang, Min Li, William Zhu:
ACP based reinforcement learning for long-term recommender system. 3285-3297 - Xiaoxue Wan, Lihui Cen, Xiaofang Chen, Yongfang Xie:
A novel multiple temporal-spatial convolution network for anode current signals classification. 3299-3310 - Xun Gong, Xu Zhao, Lin Fan, Tianrui Li, Ying Guo, Jun Luo:
BUS-net: a bimodal ultrasound network for breast cancer diagnosis. 3311-3328 - Yu Fu, Ruipeng Cai, Bin Yu:
Group decision-making method with directed graph under linguistic environment. 3329-3340 - Cui Fu, Shuisheng Zhou, Junna Zhang, Banghe Han, Yuxue Chen, Feng Ye:
Risk-Averse support vector classifier machine via moments penalization. 3341-3358 - Dan Huang, Jie Hu, Tianrui Li, Shengdong Du, Hongmei Chen:
Consistency regularization for deep semi-supervised clustering with pairwise constraints. 3359-3372 - Haoran Li, Zhenwen Ren, Chunyu Zhao, Zhi Xu, Jian Dai:
Self-paced latent embedding space learning for multi-view clustering. 3373-3386 - Bhagat Singh Raghuwanshi, Akansha Mangal, Sanyam Shukla:
Universum based kernelized weighted extreme learning machine for imbalanced datasets. 3387-3408 - Yutai Hou, Xinghao Wang, Cheng Chen, Bohan Li, Wanxiang Che, Zhigang Chen:
FewJoint: few-shot learning for joint dialogue understanding. 3409-3423 - Chengai Sun, Xiuliang Duan, Liqing Qiu, Qiang Shi, Tengteng Li:
RLIM: representation learning method for influence maximization in social networks. 3425-3440 - Lina Wang, Zeshui Xu, Zhinan Hao:
Consistency measure of the WH-PLPR under the risk identification of PPP projects. 3441-3461 - Wenqian He, Shihu Liu, Weihua Xu, Fusheng Yu, Wentao Li, Fang Li:
On rough set based fuzzy clustering for graph data. 3463-3490 - Xiurui Xie, Qing Cai, Hongjie Zhang, Malu Zhang, Zeheng Yang, Guisong Liu:
When to transfer: a dynamic domain adaptation method for effective knowledge transfer. 3491-3508 - Jie Wang, Yaojin Lin, Longzhu Li, Yun-an Wang, Meiyan Xu, Jinkun Chen:
Multi-label causal feature selection based on neighbourhood mutual information. 3509-3522 - Xi Luo, Min Jiang, Jun Kong:
Selective relation-aware representations for person re-identification. 3523-3541 - Jingchao Cao, Wenhui Wu, Ran Wang, Sam Kwong:
No-reference image quality assessment by using convolutional neural networks via object detection. 3543-3554 - Huanying Han, Dongsheng Yang, Jia Qin:
Hidden features extraction and amplification based on eigenvalue imaging and gray-level grouping for bearing fault diagnosis. 3555-3568 - Chenglin Wen, Tingting Huai, Qinghua Zhang, Zhihuan Song, Feilong Cao:
A new rotation forest ensemble algorithm. 3569-3576 - Ying Zhang, Xiangli Li, Mengxue Jia:
Semi-supervised nonnegative matrix factorization with pairwise constraints for image clustering. 3577-3587 - Sundaram Muthu, Ruwan B. Tennakoon, Reza Hoseinnezhad, Alireza Bab-Hadiashar:
Unsupervised video object segmentation: an affinity and edge learning approach. 3589-3605 - Hamid Bayati, Mohammad Bagher Dowlatshahi, Amin Hashemi:
MSSL: a memetic-based sparse subspace learning algorithm for multi-label classification. 3607-3624 - Dashuang Zhou, Zhengyang Kang, Xiaoping Su, Chuang Yang:
An enhanced Mayfly optimization algorithm based on orthogonal learning and chaotic exploitation strategy. 3625-3643 - Zhice Gong, Yuxin Liu, Taihua Xu, Pingxin Wang, Xibei Yang:
Unsupervised attribute reduction: improving effectiveness and efficiency. 3645-3662
Volume 13, Number 12, December 2022
- Xindong Peng, Dongting Sun, Zhigang Luo:
Pythagorean fuzzy soft decision-making method for cache replacement policy selection in fog computing. 3663-3690 - Zhenhao Huang, Guoxu Zhou, Yuning Qiu, Yuyuan Yu, Haolei Dai:
A dynamic hypergraph regularized non-negative tucker decomposition framework for multiway data analysis. 3691-3710 - Kai Wang, Caoyin Yan, Xiaofeng Yuan, Yalin Wang, Chenliang Liu:
A reduced nonstationary discrete convolution kernel for multimode process monitoring. 3711-3725 - Long Chen, Fei Wang, Ruijing Yang, Fei Xie, Wenjing Wang, Cai Xu, Wei Zhao, Ziyu Guan:
Representation learning from noisy user-tagged data for sentiment classification. 3727-3742 - Diego 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. 3743-3772 - Aakash Kumar, Baoqun Yin, Ali Muhammad Shaikh, Munawar Ali, Wenyue Wei:
CorrNet: pearson correlation based pruning for efficient convolutional neural networks. 3773-3783 - Renlong Jie, Junbin Gao, Andrey Vasnev, Minh-Ngoc Tran:
Adaptive hierarchical hyper-gradient descent. 3785-3805 - Qing Tian, Heyang Sun, Yi Chu, Shun Peng:
Ordinal unsupervised multi-target domain adaptation with implicit and explicit knowledge exploitation. 3807-3820 - Jianjun Ni, Xiaotian Wang, Tao Gong, Yingjuan Xie:
An improved adaptive ORB-SLAM method for monocular vision robot under dynamic environments. 3821-3836 - Honglei Cui, Libo Xu, Chaoyi Pang:
A simple combined projection method for conservative decision-making. 3837-3848 - Xuan Yang, Bing Huang:
Dominance-based fuzzy rough sets in multi-scale decision tables. 3849-3866 - Qihua Li, Xing Tian, Wing W. Y. Ng, Sam Kwong:
Recent development of hashing-based image retrieval in non-stationary environments. 3867-3886 - Baoquan Ning, Guiwu Wei, Yanfeng Guo:
Some novel distance and similarity measures for probabilistic dual hesitant fuzzy sets and their applications to MAGDM. 3887-3907 - Huiling Wang, Jun Sun, Xiaofeng Gu, Wei Song:
A novel multi-scale and sparsity auto-encoder for classification. 3909-3925 - Yining Chen, Pingxin Wang, Xibei Yang, Hualong Yu:
Bee: towards a robust attribute reduction. 3927-3962 - Jinbo Wang, Weizhi Wu, Anhui Tan:
Multi-granulation-based knowledge discovery in incomplete generalized multi-scale decision systems. 3963-3979 - Büsra Özgöde Yigin, Gorkem Saygili:
Confidence estimation for t-SNE embeddings using random forest. 3981-3992 - Yuao Zhang, Yunwei Dai, Qingbiao Wu:
An accelerated optimization algorithm for the elastic-net extreme learning machine. 3993-4011 - Swati Yadav, S. P. Tiwari, Mausam Kumari, Vijay K. Yadav:
Generalized rough and fuzzy rough automata for semantic computing. 4013-4032 - Lin Li, Ting Li, Wei Wei, Xinyao Guo, Jiye Liang:
Hierarchical metric learning with intra-level and inter-level regularization. 4033-4042
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