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International Journal of Machine Learning and Cybernetics, Volume 8
Volume 8, Number 1, February 2017
- Weihua Xu
, Jinhai Li
Editorial. 1-2 - Yiyu Yao
Interval sets and three-way concept analysis in incomplete contexts. 3-20 - Radhika Shivhare, Aswani Kumar Cherukuri
Three-way conceptual approach for cognitive memory functionalities. 21-34 - Junhai Zhai, Yao Zhang, Hongyu Zhu:
Three-way decisions model based on tolerance rough fuzzy set. 35-43 - Lifeng Li:
Multi-level interval-valued fuzzy concept lattices and their attribute reduction. 45-56 - Deyu Li
Method for generating decision implication canonical basis based on true premises. 57-67 - Prem Kumar Singh
Three-way fuzzy concept lattice representation using neutrosophic set. 69-79 - Jun-Yu Li, Xia Wang, Wei-Zhi Wu, You-Hong Xu:
Attribute reduction in inconsistent formal decision contexts based on congruence relations. 81-94 - Ting Qian, Ling Wei, Jian-Jun Qi:
Decomposition methods of formal contexts to construct concept lattices. 95-108 - Xin Li, Ming-Wen Shao, Xing-Min Zhao:
Constructing lattice based on irreducible concepts. 109-122 - Jian-Min Ma, Ming-Jie Cai, Cun-Jun Zou:
Concept acquisition approach of object-oriented concept lattices. 123-134 - Xiaoyan Zhang, Ling Wei, Weihua Xu
Attributes reduction and rules acquisition in an lattice-valued information system with fuzzy decision. 135-147 - Li Ma, Ju-Sheng Mi, Bin Xie:
Multi-scaled concept lattices based on neighborhood systems. 149-157 - Yingxiu Zhao, Jinhai Li
Cognitive concept learning from incomplete information. 159-170 - Kazem Taghva
Name identification and extraction with formal concept analysis. 171-178 - Prem Kumar Singh
Concepts reduction in formal concept analysis with fuzzy setting using Shannon entropy. 179-189 - Lirun Su, William Zhu
Closed-set lattice and modular matroid induced by covering-based rough sets. 191-201 - Guangming Lang, Qingguo Li
Incremental approaches to knowledge reduction based on characteristic matrices. 203-222 - Christos Bouras, Vassilis Tsogkas:
Improving news articles recommendations via user clustering. 223-237 - Yi Liu, Ya Qin, Xiaoyan Qin, Yang Xu:
Ideals and fuzzy ideals on residuated lattices. 239-253 - Aqeel Ahmed, Muhammad Aslam
n-Dimensional fuzzy hyperideals in semihyperrings. 255-262 - M. Syed Ali
Stability of stochastic fuzzy BAM neural networks with discrete and distributed time-varying delays. 263-273 - Limei Zhang, Lishan Qiao:
A graph optimization method for dimensionality reduction with pairwise constraints. 275-281 - Tao Guan, Ke-ren Wang, Shao-peng Zhang:
A robust periodicity mining method from incomplete and noisy observations based on relative entropy. 283-293 - Xinjun Peng, Lingyan Kong, Dongjing Chen:
A structural information-based twin-hypersphere support vector machine classifier. 295-308 - Soumen Mallick
Optimal sizing of CMOS analog circuits using gravitational search algorithm with particle swarm optimization. 309-331 - Shengxiang Gao, Xiuzhen Yang, Zhengtao Yu, Xiao Pan, Jianyi Guo:
Chinese-Naxi machine translation method based on Naxi dependency language model. 333-342 - Mohamed Mohamed Ezzat Abd El-Monsef
A comparison of three types of rough fuzzy sets based on two universal sets. 343-353 - Jafar Tanha
Semi-supervised self-training for decision tree classifiers. 355-370 - H. Waruna H. Premachandra, Chinthaka Premachandra
Speed-up ellipse enclosing character detection approach for large-size document images by parallel scanning and Hough transform. 371-378
Volume 8, Number 2, April 2017
- Rajesh Mehta, Navin Rajpal, Virendra P. Vishwakarma
A robust and efficient image watermarking scheme based on Lagrangian SVR and lifting wavelet transform. 379-395 - Pritpal Singh
A brief review of modeling approaches based on fuzzy time series. 397-420 - Abhay Kumar Alok, Sriparna Saha, Asif Ekbal:
Semi-supervised clustering for gene-expression data in multiobjective optimization framework. 421-439 - Yao Li, Zhi-Heng Zhang, Wen-Bin Chen, Fan Min
TDUP: an approach to incremental mining of frequent itemsets with three-way-decision pattern updating. 441-453 - Changxing Shang, Shengzhong Feng, Zhongying Zhao
Efficiently detecting overlapping communities using seeding and semi-supervised learning. 455-468 - Naifeng Wen, Xiaohong Su, Peijun Ma, Lingling Zhao, Yan-hang Zhang:
Online UAV path planning in uncertain and hostile environments. 469-487 - Meimei Xia, Zeshui Xu:
Some studies on properties of hesitant fuzzy sets. 489-495 - Natthakan Iam-on
Improved student dropout prediction in Thai University using ensemble of mixed-type data clusterings. 497-510 - Mingang 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. 511-524 - Jianming Zhan
A new soft union set: characterizations of hemirings. 525-535 - Yanhong She, Xiaoli He, Lina Ma:
On the structure of metric spaces related to pre-rough logic. 537-546 - Shuping Zhao
Some intuitionistic trapezoidal fuzzy aggregation operators based on Einstein operations and their application in multiple attribute group decision making. 547-569 - Wing W. Y. Ng
Sequential conditional entropy maximization semi-supervised hashing for semantic image retrieval. 571-586 - Shifei Ding, Nan Zhang
Unsupervised extreme learning machine with representational features. 587-595 - Changyong Liang, Shuping Zhao
Multi-criteria group decision making method based on generalized intuitionistic trapezoidal fuzzy prioritized aggregation operators. 597-610 - Ye Zhao, Ju-Sheng Mi, Xin Liu, Xiao-Yun Sun:
Reconstructing images corrupted by noise based on D-S evidence theory. 611-618 - Jianrong Wu, Qin Fu, Ze Li:
H ∞ control via state observer feedback for the T-S fuzzy singular system. 619-626 - Faming Gong, Ming-Wen Shao, Guofang Qiu:
Concept granular computing systems and their approximation operators. 627-640 - Di Wu, Jiadong Ren, Long Sheng:
Representative points clustering algorithm based on density factor and relevant degree. 641-649 - Huan Zhou, Jian-qiang Wang, Hong-yu Zhang:
Grey stochastic multi-criteria decision-making based on regret theory and TOPSIS. 651-664 - Irfan Deli:
Interval-valued neutrosophic soft sets and its decision making. 665-676 - Geetika Sarna, Mahinder Pal Singh Bhatia:
Content based approach to find the credibility of user in social networks: an application of cyberbullying. 677-689 - Jayalakshmi Banda
A hybrid artificial bee colony algorithm for the cooperative maximum covering location problem. 691-697 - Anan Banharnsakun
Hybrid ABC-ANN for pavement surface distress detection and classification. 699-710 - Gangqiang Zhang
Parameter reductions of soft equivalence relations. 711-720
Volume 8, Number 3, June 2017
- Shambhu Sharan
Characterizations of rough finite state automata. 721-730 - Di Wu, Jiadong Ren:
Sequence clustering algorithm based on weighted vector identification. 731-738 - Yao-Sheng Liang, Zhongping Wan, Debin Fang
An improved artificial bee colony algorithm for solving constrained optimization problems. 739-754 - Zhiliang Ren, Cuiping Wei:
A multi-attribute decision-making method with prioritization relationship and dual hesitant fuzzy decision information. 755-763 - Ming 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. 765-780 - Qingyuan Xu, Anhui Tan, Yaojin Lin:
A rough set method for the unicost set covering problem. 781-792 - Meng Meng, Jia Wei, Jiabing Wang, Qianli Ma, Xuan Wang:
Adaptive semi-supervised dimensionality reduction based on pairwise constraints weighting and graph optimizing. 793-805 - Muhammad Tanveer
A regularization on Lagrangian twin support vector regression. 807-821 - Mingang Hua, Huasheng Tan, Juntao Fei:
State estimation for uncertain discrete-time stochastic neural networks with Markovian jump parameters and time-varying delays. 823-835 - Jun Ye:
Multiple attribute group decision making based on interval neutrosophic uncertain linguistic variables. 837-848 - Jianhang Yu, Weihua Xu
Incremental knowledge discovering in interval-valued decision information system with the dynamic data. 849-864 - Rajkumar Verma
Hesitant interval-valued fuzzy sets: some new results. 865-876 - Weiya Ren, Guohui Li:
Graph based semi-supervised learning via label fitting. 877-889 - Eric C. C. Tsang, Bingzhen Sun, Weimin Ma:
General relation-based variable precision rough fuzzy set. 891-901 - Parsa Bagherzadeh, Hadi Sadoghi Yazdi:
Label denoising based on Bayesian aggregation. 903-914 - Ghadah Aldehim
Determining appropriate approaches for using data in feature selection. 915-928 - Yuechao Ma, Yanhui Jing:
Robust \({H_\infty }\) synchronization of chaotic systems with unmatched disturbance and time-delay. 929-939 - Ali 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. 941-954 - Nasser 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. 955-979 - Jun Ye:
Simplified neutrosophic harmonic averaging projection-based method for multiple attribute decision-making problems. 981-987 - Ali Wagdy Mohamed:
An efficient modified differential evolution algorithm for solving constrained non-linear integer and mixed-integer global optimization problems. 989-1007 - Junhai Zhai, Sufang Zhang, Chenxi Wang:
The classification of imbalanced large data sets based on MapReduce and ensemble of ELM classifiers. 1009-1017 - Jianguo Wang, Joshua Zhexue Huang, Jiafeng Guo, Yanyan Lan:
Query ranking model for search engine query recommendation. 1019-1038 - Mingming Liu, Bing Liu, Chen Zhang, Weidong Wang, Wei Sun:
Semi-supervised low rank kernel learning algorithm via extreme learning machine. 1039-1052 - Wei Wang, Guanyin Tan, Hongwei Wang:
Cross-domain comparison of algorithm performance in extracting aspect-based opinions from Chinese online reviews. 1053-1070
Volume 8, Number 4, August 2017
- Zhanhui Lu, Weijuan Wang, Quanxin Zhu, Gengyin Li:
The mean square stability analysis of a stochastic dynamic model for electricity market. 1071-1079 - Rajab Ali Borzooei, Hossein Rashmanlou:
New concepts of vague graphs. 1081-1092 - Soheila Gheisari, Mohammad Reza Meybodi, Mehdi Dehghan
Bayesian network structure training based on a game of learning automata. 1093-1105 - Haiyan Zhao
A novel decision making approach based on intuitionistic fuzzy soft sets. 1107-1117 - Yuying Li, Jintong Li, Qunsheng Ruan, Yuqin Wu:
Separation of dynamic data and recovery of P-abnormal data. 1119-1129 - Mingjie Cai
Knowledge reduction of dynamic covering decision information systems caused by variations of attribute values. 1131-1144 - Kewen Li, Ming-Wen Shao, Wei-Zhi Wu:
A data reduction method in formal fuzzy contexts. 1145-1155 - Qiang Wang, Guoliang Chen:
Fuzzy soft subspace clustering method for gene co-expression network analysis. 1157-1165 - Shimin Feng, Roderick Murray-Smith
Position stabilisation and lag reduction with Gaussian processes in sensor fusion system for user performance improvement. 1167-1184 - Xin Zheng, Ke Wang
Value of foreknowledge in the online k-taxi problem. 1185-1195 - Reshma Khemchandani
Tree based multi-category Laplacian TWSVM for content based image retrieval. 1197-1210 - Sungwan Bang, Jongkyeong Kang, Myoungshic Jhun, Eunkyung Kim:
Hierarchically penalized support vector machine with grouped variables. 1211-1221 - Yuechao Ma, Menghua Chen:
Non-fragile H ∞ state feedback control for singular Markovian jump fuzzy systems with interval time-delay. 1223-1233 - Huanxiang Liu, Baohuai Sheng, Peixin Ye:
The improved learning rate for regularized regression with RKBSs. 1235-1245 - Li Zhang, Xuejun Liu:
PBSeq: Modeling base-level bias to estimate gene and isoform expression for RNA-seq data. 1247-1258 - K. S. Arun
A context-aware semantic modeling framework for efficient image retrieval. 1259-1285 - Weifeng Yan, Shixi Hou, Yunmei Fang, Juntao Fei:
Robust adaptive nonsingular terminal sliding mode control of MEMS gyroscope using fuzzy-neural-network compensator. 1287-1299 - Hua Zhang, Jianming Zhan
Rough soft lattice implication algebras and corresponding decision making methods. 1301-1308 - Irfan Deli, Yusuf Subas:
A ranking method of single valued neutrosophic numbers and its applications to multi-attribute decision making problems. 1309-1322 - Zuda Huang:
Almost periodic solutions for fuzzy cellular neural networks with multi-proportional delays. 1323-1331 - Wentao Mao, Jinwan Wang, Zhanao Xue:
An ELM-based model with sparse-weighting strategy for sequential data imbalance problem. 1333-1345 - Ding-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. 1347-1368 - Neha Baranwal, Gora Chand Nandi:
An efficient gesture based humanoid learning using wavelet descriptor and MFCC techniques. 1369-1388 - Bakshi Rohit Prasad, Sonali Agarwal
Critical parameter analysis of Vertical Hoeffding Tree for optimized performance using SAMOA. 1389-1402 - Bishnu Prasad De
PSO with aging leader and challengers for optimal design of high speed symmetric switching CMOS inverter. 1403-1422
Volume 8, Number 5, October 2017
- Guijun Wang, Xiaolin Sui, Xiaoping Li:
Approximation and its implementation process of the stochastic hybrid fuzzy system. 1423-1437 - Mingli Song, Wenqian Shang, Lidong Wang, Witold Pedrycz:
Analysis of spatiotemporal data relationship using information granules. 1439-1446 - Xiao 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. 1447-1455 - Hiranmoy Roy
Face sketch-photo recognition using local gradient checksum: LGCS. 1457-1469 - Zhuwei Wang, Xiaodong Wang, Lihan Liu, Mo Huang, Yanhua Zhang:
Decentralized feedback control for wireless sensor and actuator networks with multiple controllers. 1471-1483 - Xiaoning Song, Xibei Yang, Chang-Bin Shao, Jingyu Yang:
Parity symmetrical collaborative representation-based classification for face recognition. 1485-1492 - Yufu Ning, Xiumei Chen, Zhiyong Wang, Xiangying Li:
An uncertain multi-objective programming model for machine scheduling problem. 1493-1500 - Huaiqin Wu, Xinxin Zhang, Shunhui Xue, Peifeng Niu:
Quasi-uniform stability of Caputo-type fractional-order neural networks with mixed delay. 1501-1511 - Yuan-Ting Yan
A selective neural network ensemble classification for incomplete data. 1513-1524 - Muhammad Irfan Ali
Representation of graphs based on neighborhoods and soft sets. 1525-1535 - Li-Ming Liu, Yan-Ru Guo, Zhen Wang, Zhi-Min Yang, Yuan-Hai Shao:
k-Proximal plane clustering. 1537-1554 - Xiao-Peng Yang
Lexicography minimum solution of fuzzy relation inequalities: applied to optimal control in P2P file sharing system. 1555-1563 - Zengtai Gong, Xiaoxia Zhang:
The further investigation of variable precision intuitionistic fuzzy rough set model. 1565-1584 - Yujian Li, Qiangkui Leng, Yaozong Fu:
Cross kernel distance minimization for designing support vector machines. 1585-1593 - Xiao Li, Ying Wang, Ning Li, Minyu Han, Yinggan Tang
Optimal fractional order PID controller design for automatic voltage regulator system based on reference model using particle swarm optimization. 1595-1605 - Qiyuan Zhou:
Anti-periodic solutions for cellular neural networks with oscillating coefficients in leakage terms. 1607-1613 - Anqi Bi
Incremental enhanced α-expansion move for large data: a probability regularization perspective. 1615-1631 - Jie Zhu, Xiaoping Li
Scheduling for multi-stage applications with scalable virtual resources in cloud computing. 1633-1641 - Guoming Chen, Qiang Chen, Shun Long, Weiheng Zhu:
The mean shift method of chaotic sequences in the study of compressive sensing. 1643-1654 - Yukui Zhang, Shiji Song, Keyou You, Xunan Zhang, Cheng Wu:
Relevance vector machines using weighted expected squared distance for ore grade estimation with incomplete data. 1655-1666 - Jinglan Tian, Yao Lu, Ling Li
Tracking human poses in various scales with accurate appearance. 1667-1680 - Guoqing Yang, Wansheng Tang
An uncertain workforce planning problem with job satisfaction. 1681-1693 - Mamta Jain
RGB channel based decision tree grey-alpha medical image steganography with RSA cryptosystem. 1695-1705 - Yundi Chu, Yunmei Fang, Juntao Fei:
Adaptive neural dynamic global PID sliding mode control for MEMS gyroscope. 1707-1718 - Lingheng Meng
Research on denoising sparse autoencoder. 1719-1729
Volume 8, Number 6, December 2017
- Sugen Chen, Xiao-Jun Wu:
Multiple birth least squares support vector machine for multi-class classification. 1731-1742 - Baolei Li, Ming Hui, Yongsheng Zhu, Mingyue Cui, Meng Zhang, Yiyuan Cheng, Tao Hai:
A path planner based on multivariant optimization algorithm with absorption. 1743-1750 - He Zhao
Ensemble subspace clustering of text data using two-level features. 1751-1766 - Rana Aamir Raza Ashfaq, Yu-Lin He, De-gang Chen:
Toward an efficient fuzziness based instance selection methodology for intrusion detection system. 1767-1776 - Lili Shan, Lei Lin, Chengjie Sun, Xiaolong Wang, Bingquan Liu:
Optimizing ranking for response prediction via triplet-wise learning from historical feedback. 1777-1793 - Kurosh Madani, Dayana Hassan, Christophe Sabourin
A dual approach for machine-awareness in indoor environment combining pseudo-3D imaging and soft-computing techniques. 1795-1814 - Chinthaka Premachandra
Improving landmark detection accuracy for self-localization through baseboard recognition. 1815-1826 - Hadi Shahraki, Seyed Hamid Zahiri:
Fuzzy decision function estimation using fuzzified particle swarm optimization. 1827-1838 - Guang Han, Jinkuan Wang, Xi Cai:
Background subtraction based on modified online robust principal component analysis. 1839-1852 - Binbin Sun, Wing W. Y. Ng
Improved sparse LSSVMS based on the localized generalization error model. 1853-1861 - Cheng Lu, Juntao Fei:
Backstepping control of MEMS gyroscope using adaptive neural observer. 1863-1873 - Jianying Xiao, Shouming Zhong, Yongtao Li, Fang Xu:
Relaxed exponential passivity criteria for memristor-based neural networks with leakage and time-varying delays. 1875-1886 - Adel Ouannas
A new type of hybrid synchronization between arbitrary hyperchaotic maps. 1887-1894 - Hui Yin, Guohao Lyu, Xiaoyue Luo, Chenglong Li:
A segmentation-based adaptive image enhancement method inspired by the self-adjust features of HVS. 1895-1905 - Yaling Zhang:
A projected-based neural network method for second-order cone programming. 1907-1914 - Yongkun Li, Xiaofang Meng
Pseudo almost periodic solutions for neutral type high-order Hopfield neural networks with mixed time-varying delays and leakage delays on time scales. 1915-1927 - Tri Doan, Jugal Kalita:
Predicting run time of classification algorithms using meta-learning. 1929-1943 - Chengquan Huang, Fu-Lai Chung
Generalized competitive agglomeration clustering algorithm. 1945-1969 - Yitian Zhao, Pan Su, Jian Yang, Yifan Zhao, Yalin Zheng, Yongtian Wang:
A compactness based saliency approach for leakages detection in fluorescein angiogram. 1971-1979 - Sin-Jin Lin:
Integrated artificial intelligence-based resizing strategy and multiple criteria decision making technique to form a management decision in an imbalanced environment. 1981-1992 - Rajkumar Verma
Multiple attribute group decision making based on generalized trapezoid fuzzy linguistic prioritized weighted average operator. 1993-2007 - Yuming Feng, Chuandong Li
Sandwich control systems with impulse time windows. 2009-2015 - Shambhu Sharan
On relationship between generalized rough multisets and multiset topologies. 2017-2024 - Xiaoming Wang, Jinrong Hu, Zengxi Huang:
Minimum class variance support vector ordinal regression. 2025-2034 - Fanwei Meng, Xiaohui Chen
Switching control design based on state feedback for unstable plants. 2035-2041 - Hao Zheng, Jie Zhu, Zhongxue Yang, Zhong Jin:
Effective micro-expression recognition using relaxed K-SVD algorithm. 2043-2049
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