Journal: Int. J. Machine Learning & Cybernetics

Volume 8, Issue 6

1731 -- 1742Sugen Chen, Xiao-jun Wu. Multiple birth least squares support vector machine for multi-class classification
1743 -- 1750Baolei Li, Ming Hui, Yongsheng Zhu, Mingyue Cui, Meng Zhang, Yiyuan Cheng, Tao Hai. A path planner based on multivariant optimization algorithm with absorption
1751 -- 1766He Zhao, Salman Salloum, Yeshou Cai, Joshua Zhexue Huang. Ensemble subspace clustering of text data using two-level features
1767 -- 1776Rana Aamir Raza Ashfaq, Yu-Lin He, De-Gang Chen. Toward an efficient fuzziness based instance selection methodology for intrusion detection system
1777 -- 1793Lili Shan, Lei Lin, Chengjie Sun, Xiaolong Wang, Bingquan Liu. Optimizing ranking for response prediction via triplet-wise learning from historical feedback
1795 -- 1814Kurosh Madani, Dayana Hassan, Christophe Sabourin. A dual approach for machine-awareness in indoor environment combining pseudo-3D imaging and soft-computing techniques
1815 -- 1826Chinthaka Premachandra, Masashi Murakami, Ryo Gohara, Takao Ninomiya, Kiyotaka Kato. Improving landmark detection accuracy for self-localization through baseboard recognition
1827 -- 1838Hadi Shahraki, Seyed-Hamid Zahiri. Fuzzy decision function estimation using fuzzified particle swarm optimization
1839 -- 1852Guang Han, Jinkuan Wang, Xi Cai. Background subtraction based on modified online robust principal component analysis
1853 -- 1861Binbin Sun, Wing W. Y. Ng, Patrick P. K. Chan. Improved sparse LSSVMS based on the localized generalization error model
1863 -- 1873Cheng Lu, Juntao Fei. Backstepping control of MEMS gyroscope using adaptive neural observer
1875 -- 1886Jianying Xiao, Shouming Zhong, Yongtao Li, Fang Xu. Relaxed exponential passivity criteria for memristor-based neural networks with leakage and time-varying delays
1887 -- 1894Adel Ouannas, Ahmad Taher Azar, Raghib M. Abu-Saris. A new type of hybrid synchronization between arbitrary hyperchaotic maps
1895 -- 1905Hui Yin, Guohao Lyu, Xiaoyue Luo, Chenglong Li. A segmentation-based adaptive image enhancement method inspired by the self-adjust features of HVS
1907 -- 1914Yaling Zhang. A projected-based neural network method for second-order cone programming
1915 -- 1927Yongkun Li, Xiaofang Meng, Lianglin Xiong. Pseudo almost periodic solutions for neutral type high-order Hopfield neural networks with mixed time-varying delays and leakage delays on time scales
1929 -- 1943Tri Doan, Jugal Kalita. Predicting run time of classification algorithms using meta-learning
1945 -- 1969Chengquan Huang, Fu-Lai Chung, Shitong Wang 0001. Generalized competitive agglomeration clustering algorithm
1971 -- 1979Yitian Zhao, Pan Su, Jian Yang, Yifan Zhao, Yalin Zheng, Yongtian Wang. A compactness based saliency approach for leakages detection in fluorescein angiogram
1981 -- 1992Sin-Jin Lin. Integrated artificial intelligence-based resizing strategy and multiple criteria decision making technique to form a management decision in an imbalanced environment
1993 -- 2007Rajkumar Verma. Multiple attribute group decision making based on generalized trapezoid fuzzy linguistic prioritized weighted average operator
2009 -- 2015Yuming Feng, Chuandong Li, Tingwen Huang. Sandwich control systems with impulse time windows
2017 -- 2024Shambhu Sharan, S. P. Tiwari, Nitu Kumari. On relationship between generalized rough multisets and multiset topologies
2025 -- 2034Xiaoming Wang, Jinrong Hu, Zengxi Huang. Minimum class variance support vector ordinal regression
2035 -- 2041Fanwei Meng, Xiaohui Chen, Yunjing Liu, Feng Guo. Switching control design based on state feedback for unstable plants
2043 -- 2049Hao Zheng, Jie Zhu, Zhongxue Yang, Zhong Jin. Effective micro-expression recognition using relaxed K-SVD algorithm

Volume 8, Issue 5

1423 -- 1437Guijun Wang, Xiaolin Sui, Xiaoping Li. Approximation and its implementation process of the stochastic hybrid fuzzy system
1439 -- 1446Mingli Song, Wenqian Shang, Lidong Wang, Witold Pedrycz. Analysis of spatiotemporal data relationship using information granules
1447 -- 1455Xiao Yu, Hua Yu, Xian-Yun Tian, Guang Yu, Xiao-Mei Li, Xue Zhang, Juyun Wang. Recognition of college students from Weibo with deep neural networks
1457 -- 1469Hiranmoy Roy, Debotosh Bhattacharjee. Face sketch-photo recognition using local gradient checksum: LGCS
1471 -- 1483Zhuwei Wang, Xiaodong Wang, Lihan Liu, Mo Huang, Yanhua Zhang. Decentralized feedback control for wireless sensor and actuator networks with multiple controllers
1485 -- 1492Xiaoning Song, Xibei Yang, Chang-Bin Shao, Jingyu Yang. Parity symmetrical collaborative representation-based classification for face recognition
1493 -- 1500Yufu Ning, Xiumei Chen, Zhiyong Wang, Xiangying Li. An uncertain multi-objective programming model for machine scheduling problem
1501 -- 1511Huaiqin Wu, Xinxin Zhang, Shunhui Xue, Peifeng Niu. Quasi-uniform stability of Caputo-type fractional-order neural networks with mixed delay
1513 -- 1524Yuan-ting Yan, Yan-ping Zhang, Yi-Wen Zhang, Xiu-Quan Du. A selective neural network ensemble classification for incomplete data
1525 -- 1535Muhammad Irfan Ali, Muhammad Shabir, Feng Feng. Representation of graphs based on neighborhoods and soft sets
1537 -- 1554Li-Ming Liu, Yan-Ru Guo, Zhen Wang, Zhi-min Yang, Yuan-Hai Shao. k-Proximal plane clustering
1555 -- 1563Xiao-Peng Yang, Geng-Zhong Zheng, Xuegang Zhou, Bing-yuan Cao. Lexicography minimum solution of fuzzy relation inequalities: applied to optimal control in P2P file sharing system
1565 -- 1584Zengtai Gong, Xiaoxia Zhang. The further investigation of variable precision intuitionistic fuzzy rough set model
1585 -- 1593Yujian Li, Qiangkui Leng, Yaozong Fu. Cross kernel distance minimization for designing support vector machines
1595 -- 1605Xiao Li, Ying Wang, Ning Li, Minyu Han, Yinggan Tang, Fucai Liu. Optimal fractional order PID controller design for automatic voltage regulator system based on reference model using particle swarm optimization
1607 -- 1613Qiyuan Zhou. Anti-periodic solutions for cellular neural networks with oscillating coefficients in leakage terms
1615 -- 1631Anqi Bi, Shitong Wang 0001. Incremental enhanced α-expansion move for large data: a probability regularization perspective
1633 -- 1641Jie Zhu, Xiaoping Li. Scheduling for multi-stage applications with scalable virtual resources in cloud computing
1643 -- 1654Guoming Chen, Qiang Chen, Shun Long, Weiheng Zhu. The mean shift method of chaotic sequences in the study of compressive sensing
1655 -- 1666Yukui Zhang, Shiji Song, Keyou You, Xunan Zhang, Cheng Wu. Relevance vector machines using weighted expected squared distance for ore grade estimation with incomplete data
1667 -- 1680Jinglan Tian, Yao Lu, Ling Li, Wanquan Liu. Tracking human poses in various scales with accurate appearance
1681 -- 1693Guoqing Yang, Wansheng Tang, Ruiqing Zhao. An uncertain workforce planning problem with job satisfaction
1695 -- 1705Mamta Jain, Anil Kumar. RGB channel based decision tree grey-alpha medical image steganography with RSA cryptosystem
1707 -- 1718Yundi Chu, Yunmei Fang, Juntao Fei. Adaptive neural dynamic global PID sliding mode control for MEMS gyroscope
1719 -- 1729Lingheng Meng, Shifei Ding, Yu Xue. Research on denoising sparse autoencoder

Volume 8, Issue 4

1071 -- 1079Zhanhui Lu, Weijuan Wang, Quanxin Zhu, Gengyin Li. The mean square stability analysis of a stochastic dynamic model for electricity market
1081 -- 1092Rajab Ali Borzooei, Hossein Rashmanlou. New concepts of vague graphs
1093 -- 1105Soheila Gheisari, Mohammad Reza Meybodi, Mehdi Dehghan, Mohammad Mehdi Ebadzadeh. Bayesian network structure training based on a game of learning automata
1107 -- 1117Haiyan Zhao, Weimin Ma, Bingzhen Sun. A novel decision making approach based on intuitionistic fuzzy soft sets
1119 -- 1129Yuying Li, Jintong Li, Qunsheng Ruan, Yuqin Wu. Separation of dynamic data and recovery of P-abnormal data
1131 -- 1144Mingjie Cai, Qingguo Li, Jianmin Ma. Knowledge reduction of dynamic covering decision information systems caused by variations of attribute values
1145 -- 1155Kewen Li, Ming-Wen Shao, Wei-Zhi Wu. A data reduction method in formal fuzzy contexts
1157 -- 1165Qiang Wang, Guoliang Chen. Fuzzy soft subspace clustering method for gene co-expression network analysis
1167 -- 1184Shimin Feng, Roderick Murray-Smith, Andrew Ramsay. Position stabilisation and lag reduction with Gaussian processes in sensor fusion system for user performance improvement
1185 -- 1195Xin Zheng, Ke Wang, Weimin Ma. k-taxi problem
1197 -- 1210Reshma Khemchandani, Aman Pal. Tree based multi-category Laplacian TWSVM for content based image retrieval
1211 -- 1221Sungwan Bang, Jongkyeong Kang, Myoungshic Jhun, Eunkyung Kim. Hierarchically penalized support vector machine with grouped variables
1223 -- 1233Yuechao Ma, Menghua Chen. ∞ state feedback control for singular Markovian jump fuzzy systems with interval time-delay
1235 -- 1245Huanxiang Liu, Baohuai Sheng, Peixin Ye. The improved learning rate for regularized regression with RKBSs
1247 -- 1258Li Zhang, Xuejun Liu. PBSeq: Modeling base-level bias to estimate gene and isoform expression for RNA-seq data
1259 -- 1285K. S. Arun, V. K. Govindan. A context-aware semantic modeling framework for efficient image retrieval
1287 -- 1299Weifeng Yan, Shixi Hou, Yunmei Fang, Juntao Fei. Robust adaptive nonsingular terminal sliding mode control of MEMS gyroscope using fuzzy-neural-network compensator
1301 -- 1308Hua Zhang, Jianming Zhan. Rough soft lattice implication algebras and corresponding decision making methods
1309 -- 1322Irfan Deli, Yusuf Subas. A ranking method of single valued neutrosophic numbers and its applications to multi-attribute decision making problems
1323 -- 1331Zuda Huang. Almost periodic solutions for fuzzy cellular neural networks with multi-proportional delays
1333 -- 1345Wentao Mao, Jinwan Wang, Zhanao Xue. An ELM-based model with sparse-weighting strategy for sequential data imbalance problem
1347 -- 1368Ding-Hong Peng, Tie-Dan Wang, Chang-Yuan Gao, Hua Wang. Enhancing relative ratio method for MCDM via attitudinal distance measures of interval-valued hesitant fuzzy sets
1369 -- 1388Neha Baranwal, Gora Chand Nandi. An efficient gesture based humanoid learning using wavelet descriptor and MFCC techniques
1389 -- 1402Bakshi Rohit Prasad, Sonali Agarwal. Critical parameter analysis of Vertical Hoeffding Tree for optimized performance using SAMOA
1403 -- 1422Bishnu Prasad De, Rajib Kar, Durbadal Mandal, S. P. Ghoshal. PSO with aging leader and challengers for optimal design of high speed symmetric switching CMOS inverter

Volume 8, Issue 3

721 -- 730Shambhu Sharan, Arun K. Srivastava, S. P. Tiwari. Characterizations of rough finite state automata
731 -- 738Di Wu, Jiadong Ren. Sequence clustering algorithm based on weighted vector identification
739 -- 754Yao-Sheng Liang, Zhongping Wan, Debin Fang. An improved artificial bee colony algorithm for solving constrained optimization problems
755 -- 763Zhiliang Ren, Cuiping Wei. A multi-attribute decision-making method with prioritization relationship and dual hesitant fuzzy decision information
765 -- 780Ming Zhao, Lingling Zhao, Xiaohong Su, Peijun Ma, Yan-hang Zhang. Improved discrete mapping differential evolution for multi-unmanned aerial vehicles cooperative multi-targets assignment under unified model
781 -- 792Qingyuan Xu, Anhui Tan, Yaojin Lin. A rough set method for the unicost set covering problem
793 -- 805Meng Meng, Jia Wei, Jiabing Wang, Qianli Ma, Xuan Wang. Adaptive semi-supervised dimensionality reduction based on pairwise constraints weighting and graph optimizing
807 -- 821M. Tanveer, K. Shubham. A regularization on Lagrangian twin support vector regression
823 -- 835Mingang Hua, Huasheng Tan, Juntao Fei. State estimation for uncertain discrete-time stochastic neural networks with Markovian jump parameters and time-varying delays
837 -- 848Jun Ye. Multiple attribute group decision making based on interval neutrosophic uncertain linguistic variables
849 -- 864Jianhang Yu, Weihua Xu. Incremental knowledge discovering in interval-valued decision information system with the dynamic data
865 -- 876Rajkumar Verma. Hesitant interval-valued fuzzy sets: some new results
877 -- 889Weiya Ren, Guohui Li. Graph based semi-supervised learning via label fitting
891 -- 901Eric C. C. Tsang, Bingzhen Sun, Weimin Ma. General relation-based variable precision rough fuzzy set
903 -- 914Parsa Bagherzadeh, Hadi Sadoghi Yazdi. Label denoising based on Bayesian aggregation
915 -- 928Ghadah Aldehim, Wenjia Wang. Determining appropriate approaches for using data in feature selection
929 -- 939Yuechao Ma, Yanhui Jing. Robust \({H_\infty }\) synchronization of chaotic systems with unmatched disturbance and time-delay
941 -- 954Ali Saad, Iyad Zaarour, François Guerin, Paul Bejjani, Mohammad Ayache, Dimitri Lefebvre. Detection of freezing of gait for Parkinson's disease patients with multi-sensor device and Gaussian neural networks
955 -- 979Nasser L. Azad, Ahmad Mozaffari, Alireza Fathi. An optimal learning-based controller derived from Hamiltonian function combined with a cellular searching strategy for automotive coldstart emissions
981 -- 987Jun Ye. Simplified neutrosophic harmonic averaging projection-based method for multiple attribute decision-making problems
989 -- 1007Ali Wagdy Mohamed. An efficient modified differential evolution algorithm for solving constrained non-linear integer and mixed-integer global optimization problems
1009 -- 1017Junhai Zhai, Sufang Zhang, Chenxi Wang. The classification of imbalanced large data sets based on MapReduce and ensemble of ELM classifiers
1019 -- 1038Jianguo Wang, Joshua Zhexue Huang, Jiafeng Guo, Yanyan Lan. Query ranking model for search engine query recommendation
1039 -- 1052Mingming Liu, Bing Liu, Chen Zhang, Weidong Wang, Wei Sun. Semi-supervised low rank kernel learning algorithm via extreme learning machine
1053 -- 1070Wei Wang, Guanyin Tan, Hongwei Wang. Cross-domain comparison of algorithm performance in extracting aspect-based opinions from Chinese online reviews

Volume 8, Issue 2

379 -- 395Rajesh Mehta, Navin Rajpal, Virendra P. Vishwakarma. A robust and efficient image watermarking scheme based on Lagrangian SVR and lifting wavelet transform
397 -- 420Pritpal Singh. A brief review of modeling approaches based on fuzzy time series
421 -- 439Abhay Kumar Alok, Sriparna Saha 0001, Asif Ekbal. Semi-supervised clustering for gene-expression data in multiobjective optimization framework
441 -- 453Yao Li, Zhi-Heng Zhang, Wen-Bin Chen, Fan Min. TDUP: an approach to incremental mining of frequent itemsets with three-way-decision pattern updating
455 -- 468Changxing Shang, Shengzhong Feng, Zhongying Zhao, Jianping Fan 0002. Efficiently detecting overlapping communities using seeding and semi-supervised learning
469 -- 487Naifeng Wen, Xiaohong Su, Peijun Ma, Lingling Zhao, Yan-hang Zhang. Online UAV path planning in uncertain and hostile environments
489 -- 495Meimei Xia, Zeshui Xu. Some studies on properties of hesitant fuzzy sets
497 -- 510Natthakan Iam-on, Tossapon Boongoen. Improved student dropout prediction in Thai University using ensemble of mixed-type data clusterings
511 -- 524Mingang Hua, Huasheng Tan, Juntao Fei, Jianjun Ni. Robust stability and \(H_{\infty}\) filter design for neutral stochastic neural networks with parameter uncertainties and time-varying delay
525 -- 535Jianming Zhan, Wieslaw A. Dudek, Joseph Neggers. A new soft union set: characterizations of hemirings
537 -- 546Yanhong She, Xiaoli He, Lina Ma. On the structure of metric spaces related to pre-rough logic
547 -- 569Shuping Zhao, Changyong Liang, Junling Zhang. Some intuitionistic trapezoidal fuzzy aggregation operators based on Einstein operations and their application in multiple attribute group decision making
571 -- 586Wing W. Y. Ng, Yueming Lv, Ziqian Zeng, Daniel S. Yeung, Patrick P. K. Chan. Sequential conditional entropy maximization semi-supervised hashing for semantic image retrieval
587 -- 595Shifei Ding, Nan Zhang, Jian Zhang, Xinzheng Xu, Zhongzhi Shi. Unsupervised extreme learning machine with representational features
597 -- 610Changyong Liang, Shuping Zhao, Junling Zhang. Multi-criteria group decision making method based on generalized intuitionistic trapezoidal fuzzy prioritized aggregation operators
611 -- 618Ye Zhao, Ju-Sheng Mi, Xin Liu, Xiao-Yun Sun. Reconstructing images corrupted by noise based on D-S evidence theory
619 -- 626Jianrong Wu, Qin Fu, Ze Li. ∞ control via state observer feedback for the T-S fuzzy singular system
627 -- 640Faming Gong, Ming-Wen Shao, GuoFang Qiu. Concept granular computing systems and their approximation operators
641 -- 649Di Wu, Jiadong Ren, Long Sheng. Representative points clustering algorithm based on density factor and relevant degree
651 -- 664Huan Zhou, Jian Qiang Wang, Hong-Yu Zhang. Grey stochastic multi-criteria decision-making based on regret theory and TOPSIS
665 -- 676Irfan Deli. Interval-valued neutrosophic soft sets and its decision making
677 -- 689Geetika Sarna, M. P. S. Bhatia. Content based approach to find the credibility of user in social networks: an application of cyberbullying
691 -- 697Jayalakshmi Banda, Alok Singh 0001. A hybrid artificial bee colony algorithm for the cooperative maximum covering location problem
699 -- 710Anan Banharnsakun. Hybrid ABC-ANN for pavement surface distress detection and classification
711 -- 720Gangqiang Zhang, Ningxin Xie, Zhaowen Li. Parameter reductions of soft equivalence relations

Volume 8, Issue 1

1 -- 2Weihua Xu, Jinhai Li, Mingwen Shao, Wen-Xiu Zhang. Editorial
3 -- 20Yiyu Yao. Interval sets and three-way concept analysis in incomplete contexts
21 -- 34Radhika Shivhare, Aswani Kumar Cherukuri. Three-way conceptual approach for cognitive memory functionalities
35 -- 43Junhai Zhai, Yao Zhang, Hongyu Zhu. Three-way decisions model based on tolerance rough fuzzy set
45 -- 56Lifeng Li. Multi-level interval-valued fuzzy concept lattices and their attribute reduction
57 -- 67Deyu Li, Shaoxia Zhang, Yanhui Zhai. Method for generating decision implication canonical basis based on true premises
69 -- 79Prem Kumar Singh. Three-way fuzzy concept lattice representation using neutrosophic set
81 -- 94Jun Yu Li, Xia Wang, Wei-Zhi Wu, You-Hong Xu. Attribute reduction in inconsistent formal decision contexts based on congruence relations
95 -- 108Ting Qian, Ling Wei, Jian-Jun Qi. Decomposition methods of formal contexts to construct concept lattices
109 -- 122Xin Li, Ming-Wen Shao, Xing-Min Zhao. Constructing lattice based on irreducible concepts
123 -- 134Jian-Min Ma, Ming-Jie Cai, Cun-Jun Zou. Concept acquisition approach of object-oriented concept lattices
135 -- 147Xiaoyan Zhang, Ling Wei, Weihua Xu. Attributes reduction and rules acquisition in an lattice-valued information system with fuzzy decision
149 -- 157Li Ma, Ju-Sheng Mi, Bin Xie 0003. Multi-scaled concept lattices based on neighborhood systems
159 -- 170Yingxiu Zhao, Jinhai Li, Wenqi Liu, Weihua Xu. Cognitive concept learning from incomplete information
171 -- 178Kazem Taghva. Name identification and extraction with formal concept analysis
179 -- 189Prem Kumar Singh, Aswani Kumar Cherukuri, Jinhai Li. Concepts reduction in formal concept analysis with fuzzy setting using Shannon entropy
191 -- 201Lirun Su, William Zhu. Closed-set lattice and modular matroid induced by covering-based rough sets
203 -- 222Guangming Lang, Qingguo Li, Mingjie Cai, Tian Yang, Qimei Xiao. Incremental approaches to knowledge reduction based on characteristic matrices
223 -- 237Christos Bouras, Vassilis Tsogkas. Improving news articles recommendations via user clustering
239 -- 253Yi Liu, Ya Qin, Xiaoyan Qin, Yang Xu. Ideals and fuzzy ideals on residuated lattices
255 -- 262Aqeel Ahmed, Muhammad Aslam, Saleem Abdullah. n-Dimensional fuzzy hyperideals in semihyperrings
263 -- 273M. Syed Ali, P. Balasubramaniam, Quanxin Zhu. Stability of stochastic fuzzy BAM neural networks with discrete and distributed time-varying delays
275 -- 281Limei Zhang, Lishan Qiao. A graph optimization method for dimensionality reduction with pairwise constraints
283 -- 293Tao Guan, Ke-ren Wang, Shao-peng Zhang. A robust periodicity mining method from incomplete and noisy observations based on relative entropy
295 -- 308Xinjun Peng, Lingyan Kong, Dongjing Chen. A structural information-based twin-hypersphere support vector machine classifier
309 -- 331S. Mallick, Rajib Kar, Durbadal Mandal, S. P. Ghoshal. Optimal sizing of CMOS analog circuits using gravitational search algorithm with particle swarm optimization
333 -- 342Shengxiang Gao, Xiuzhen Yang, Zhengtao Yu, Xiao Pan, Jianyi Guo. Chinese-Naxi machine translation method based on Naxi dependency language model
343 -- 353M. E. Abd El-Monsef, M. A. El-Gayar, R. M. Aqeel. A comparison of three types of rough fuzzy sets based on two universal sets
355 -- 370Jafar Tanha, Maarten van Someren, Hamideh Afsarmanesh. Semi-supervised self-training for decision tree classifiers
371 -- 378H. Waruna H. Premachandra, Chinthaka Premachandra, Chandana Dinesh Parape, Hiroharu Kawanaka. Speed-up ellipse enclosing character detection approach for large-size document images by parallel scanning and Hough transform