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International 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 - Zhong-Liang 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