Journal: Int. J. Machine Learning & Cybernetics

Volume 10, Issue 9

2229 -- 2243Yali Peng, Jingcheng Ke, Shigang Liu, Jun Li, Tao Lei. An improvement to linear regression classification for face recognition
2245 -- 2256Pak-Kin Wong, Xiang-Hui Gao, Ka In Wong, Chi-Man Vong, Zhi-Xin Yang. Initial-training-free online sequential extreme learning machine based adaptive engine air-fuel ratio control
2257 -- 2268Di Han, Jianqing Li, Lei Yang, Zihua Zeng. A recommender system to address the Cold Start problem for App usage prediction
2269 -- 2282Chao Ma, Xu Zhai, Zhaopei Wang, Mingguang Tian, Qiusheng Yu, Lei Liu, Hao Liu, Hao Wang, Xibei Yang. State of health prediction for lithium-ion batteries using multiple-view feature fusion and support vector regression ensemble
2283 -- 2295Mariel Alfaro-Ponce, Amadeo José Argüelles-Cruz, Isaac Chairez, Amadeo Argüelles. Automatic electroencephalographic information classifier based on recurrent neural networks
2297 -- 2311Xiaoya Che, Ju-Sheng Mi. Attributes set reduction in multigranulation approximation space of a multi-source decision information system
2313 -- 2328Samaneh Liaghat, Eghbal G. Mansoori. Filter-based unsupervised feature selection using Hilbert-Schmidt independence criterion
2329 -- 2340Humza Naveed, Gulraiz Khan, Asad Ullah Khan, Aiman Siddiqi, Muhammad Usman Ghani Khan. Human activity recognition using mixture of heterogeneous features and sequential minimal optimization
2341 -- 2353Chuan Yue. A projection-based approach to software quality evaluation from the users' perspectives
2355 -- 2373Wei Wei 0018, Peng Song, Jiye Liang, Xiaoying Wu. Accelerating incremental attribute reduction algorithm by compacting a decision table
2375 -- 2387Zeshui Xu, Dejian Yu, Xizhao Wang. International Journal of Machine Learning and Cybernetics between 2010 and 2017
2389 -- 2400Yunsheng Song, Jiye Liang, Feng Wang. An accelerator for support vector machines based on the local geometrical information and data partition
2401 -- 2419Ersin Kaya, Sait Ali Uymaz, Baris Koçer. Boosting galactic swarm optimization with ABC
2421 -- 2437Bingjiao Fan, Eric C. C. Tsang, Weihua Xu, Degang Chen, Wentao Li. Attribute-oriented cognitive concept learning strategy: a multi-level method
2439 -- 2448Hongjian Bo, Lin Ma 0003, Quansheng Liu, Ruifeng Xu, Haifeng Li 0001. Music-evoked emotion recognition based on cognitive principles inspired EEG temporal and spectral features
2449 -- 2457Hongxin Yang, Xubing Yang, Fuquan Zhang, Qiaolin Ye, Xijian Fan. Infinite norm large margin classifier
2459 -- 2466Meng Li, Wenqi Liu. Triple-I FMP algorithm for double hierarchical fuzzy system based on manifold learning
2467 -- 2482Rajib Ghosh, Pradeep Kumar 0002, Partha Pratim Roy 0001. A Dempster-Shafer theory based classifier combination for online Signature recognition and verification systems
2483 -- 2499Feng Jiang, Hongbo Zhao, Junwei Du, Yu Xue, Yanjun Peng. Outlier detection based on approximation accuracy entropy
2501 -- 2513Anhui Tan, Wei-Zhi Wu, Suwei Shi, Shimei Zhao. Granulation selection and decision making with multigranulation rough set over two universes
2515 -- 2528Xiaofang Zhang, Xunjie Gou, Zeshui Xu, Huchang Liao. A projection method for multiple attribute group decision making with probabilistic linguistic term sets
2529 -- 2540Rajkumar Saini, Pradeep Kumar 0002, Barjinder Kaur, Partha Pratim Roy 0001, Debi Prosad Dogra, K. C. Santosh. Kinect sensor-based interaction monitoring system using the BLSTM neural network in healthcare
2541 -- 2561Sajad Haghzad Klidbary, Saeed Bagheri Shouraki, Bernabé Linares-Barranco. Digital hardware realization of a novel adaptive ink drop spread operator and its application in modeling and classification and on-chip training
2563 -- 2572Shouchuan Wu, Haitao Zhao 0002, Shaoyuan Sun. Depth estimation from infrared video using local-feature-flow neural network
2573 -- 2588Xinjun Peng, De Chen. An \(l_1\) -norm loss based twin support vector regression and its geometric extension

Volume 10, Issue 8

1927 -- 1929Zhihua Cui, Xiao Zhi Gao. Special issue on evolutionary multi-objective optimization (EMO): theory and applications
1931 -- 1959Maysam Orouskhani, Mohammad Teshnehlab, Mohammad Ali Nekoui. Evolutionary dynamic multi-objective optimization algorithm based on Borda count method
1961 -- 1977Chen Wang, Yi Wang, Kesheng Wang, Yang Yang, Yingzhong Tian. An improved biogeography/complex algorithm based on decomposition for many-objective optimization
1979 -- 1996Renbin Xiao, Jin Li, Tinggui Chen. Modeling and intelligent optimization of social collective behavior with online public opinion synchronization
1997 -- 2013Manish Raj, Vijay Bhaskar Semwal, Gora Chand Nandi. Multiobjective optimized bipedal locomotion
2015 -- 2025K. Nisi, B. Nagaraj, A. Agalya. Tuning of a PID controller using evolutionary multi objective optimization methodologies and application to the pulp and paper industry
2027 -- 2041Snigdha R. Behera, B. K. Panigrahi. A multi objective approach for placement of multiple DGs in the radial distribution system
2043 -- 2044Haoran Xie, Tak-Lam Wong, Fu Lee Wang, Raymond Wong, Xiaohui Tao, Ran Wang 0001. Editorial: Affective and sentimental computing
2045 -- 2055Amna Dridi, Diego Reforgiato Recupero. Leveraging semantics for sentiment polarity detection in social media
2057 -- 2070Silvia Corchs, Elisabetta Fersini, Francesca Gasparini. Ensemble learning on visual and textual data for social image emotion classification
2071 -- 2083Syeda Nadia Firdaus, Chen Ding, Alireza Sadeghian. Topic specific emotion detection for retweet prediction
2085 -- 2102Ji Zhang, Leonard Tan, Xiaohui Tao. On relational learning and discovery in social networks: a survey
2103 -- 2118Ikuesan Richard Adeyemi, Shukor Abd Razak, Hein S. Venter, Mazleena Salleh. Polychronicity tendency-based online behavioral signature
2119 -- 2129Kai Yang, Yi Cai, Zhiwei Cai, Haoran Xie, Tak-Lam Wong, Wai Hong Chan. Top K representative: a method to select representative samples based on K nearest neighbors
2131 -- 2142Yi Cai, Kai Yang, Dongping Huang, Zikai Zhou, Xue Lei, Haoran Xie, Tak-Lam Wong. A hybrid model for opinion mining based on domain sentiment dictionary
2143 -- 2162Komal Dhingra, Sumit Kr Yadav. Spam analysis of big reviews dataset using Fuzzy Ranking Evaluation Algorithm and Hadoop
2163 -- 2175Mohammad Al-Smadi, Bashar Talafha, Mahmoud Al-Ayyoub, Yaser Jararweh. Using long short-term memory deep neural networks for aspect-based sentiment analysis of Arabic reviews
2177 -- 2186Chakrit Pong-Inwong, Wararat Songpan. Sentiment analysis in teaching evaluations using sentiment phrase pattern matching (SPPM) based on association mining
2187 -- 2198Hui Zheng, Jing He 0004, Guangyan Huang, Yanchun Zhang, Hua Wang. Dynamic optimisation based fuzzy association rule mining method
2199 -- 2207Amna Dridi, Mattia Atzeni, Diego Reforgiato Recupero. FineNews: fine-grained semantic sentiment analysis on financial microblogs and news
2209 -- 2228Xiaoyu Tang, Yue Xu, Shlomo Geva. Factorization-based primary dimension modelling for multidimensional data in recommender systems

Volume 10, Issue 7

1581 -- 1589Qi Zhu 0001, Ning Yuan, Donghai Guan, Nuoya Xu, Huijie Li. An alternative to face image representation and classification
1591 -- 1602Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Quanwang Wu, Lijun Yang. A hierarchical clustering algorithm based on noise removal
1603 -- 1612Ardalan Ghasemzadeh, Saeed Sarbazi Azad, Elham Esmaeili. Breast cancer detection based on Gabor-wavelet transform and machine learning methods
1613 -- 1629Jie Gao, Zeshui Xu, Peijia Ren, Huchang Liao. An emergency decision making method based on the multiplicative consistency of probabilistic linguistic preference relations
1631 -- 1642Xuesong Wang, Achun Bao, Yuhu Cheng, Qiang Yu 0007. Weight-sharing multi-stage multi-scale ensemble convolutional neural network
1643 -- 1655Farhad Pourpanah, Chee Peng Lim, Qi Hao. A reinforced fuzzy ARTMAP model for data classification
1657 -- 1669Kaihong Guo, Hao Xu. Knowledge measure for intuitionistic fuzzy sets with attitude towards non-specificity
1671 -- 1685Jian Li, Jian Qiang Wang, Jun-hua Hu. Multi-criteria decision-making method based on dominance degree and BWM with probabilistic hesitant fuzzy information
1687 -- 1704Thu-Hien Tran, Nhat-Duc Hoang. Predicting algal appearance on mortar surface with ensembles of adaptive neuro fuzzy models: a comparative study of ensemble strategies
1705 -- 1716Wen Yu 0001, Erick De la Rosa. Deep Boltzmann machine for nonlinear system modelling
1717 -- 1730Weimin Ma, Rong Cheng, Hua Ke, Zhang Zhao. Optimal pricing decision for supply chains with risk sensitivity and human estimation
1731 -- 1745Wei Zhang 0005, Peipei Kang, Xiaozhao Fang, Luyao Teng, Na Han. Joint sparse representation and locality preserving projection for feature extraction
1747 -- 1763Binwei Dong, Wansheng Tang, Chi Zhou. Managerial flexibility strategies under supply and demand risks: quantity postponement vs. price postponement
1765 -- 1778Chunkai Zhang, Ying Zhou, Jianwei Guo, Guoquan Wang, Xuan Wang 0002. Research on classification method of high-dimensional class-imbalanced datasets based on SVM
1779 -- 1790Jun Zhou, Yuan Liu, Tianhong Zhang. Fault diagnosis based on relevance vector machine for fuel regulator of aircraft engine
1791 -- 1803Mohadese Eshaghi, Farbod Razzazi, Alireza Behrad. A voice activity detection algorithm in spectro-temporal domain using sparse representation
1805 -- 1820Yang Li, Jie Wang, Suge Wang, Jiye Liang, Juanzi Li. Local dense mixed region cutting + global rebalancing: a method for imbalanced text sentiment classification
1821 -- 1832Archana Kale, Shefali Sonavane. F-WSS \(^{++}\) : incremental wrapper subset selection algorithm for fuzzy extreme learning machine
1833 -- 1845Keke Chen, Patrick P. K. Chan, Fei Zhang 0003, Qiaoqiao Li. Shilling attack based on item popularity and rated item correlation against collaborative filtering
1847 -- 1862Xiaoyun Sun, Shijie Gong, Guang Han, Mingming Wang, An Jin. Pruning Elman neural network and its application in bolt defects classification
1863 -- 1873Jie Zhu, Shufang Wu, Hong Zhu, Yan Li, Li Zhao. Multi-center convolutional descriptor aggregation for image retrieval
1875 -- 1892Zahra Sadat Taghavi, Seyed Taghi Akhavan Niaki, Amir Hossein Niknamfar. Stochastic ensemble pruning method via simulated quenching walking
1893 -- 1907Abhishek Bhattacharya, Radha Tamal Goswami, Kuntal Mukherjee. A feature selection technique based on rough set and improvised PSO algorithm (PSORS-FS) for permission based detection of Android malwares
1909 -- 1924Tai Hu, Ming Yang, Wanqi Yang, Aishi Li. An end-to-end differential network learning method for semantic segmentation
1925 -- 0Tai Hu, Ming Yang, Wanqi Yang, Aishi Li. Correction to: An end-to-end differential network learning method for semantic segmentation

Volume 10, Issue 6

1227 -- 1246Tahani Alqurashi, Wenjia Wang. Clustering ensemble method
1247 -- 0Tahani Alqurashi, Wenjia Wang. Correction to: A novel adaptive clustering ensemble method
1249 -- 1258Liangkuan Zhu, Zibo Wang, He Qiang, Yaqiu Liu. Global sliding-mode dynamic surface control for MDF continuous hot-pressing slab thickness via LESO
1259 -- 1268Xiaoxia Zhang, Degang Chen, Kesheng Wu. Incremental nonnegative matrix factorization based on correlation and graph regularization for matrix completion
1269 -- 1278Rui Huang, Guopeng Zhang, Junli Chen. Semi-supervised discriminant Isomap with application to visualization, image retrieval and classification
1279 -- 1300Leilei Cao, Lihong Xu, Erik D. Goodman. A collaboration-based particle swarm optimizer for global optimization problems
1301 -- 1311Anan Banharnsakun. Towards improving the convolutional neural networks for deep learning using the distributed artificial bee colony method
1313 -- 1322Shi-Xiang Lu, Guoying Lin, Huakun Que, Mark Jun Jie Li, Cheng Hao Wei, Ji Kui Wang. Grey relational analysis using Gaussian process regression method for dissolved gas concentration prediction
1323 -- 1339Prasanth Vaidya S., P. V. S. S. R. Chandra Mouli, K. C. Santosh. Imperceptible watermark for a game-theoretic watermarking system
1341 -- 1355Wenchao Qian, Feilong Cao. Adaptive algorithms for low-rank and sparse matrix recovery with truncated nuclear norm
1357 -- 1371Peifeng Niu, Yunpeng Ma, Shanshan Yan. A modified teaching-learning-based optimization algorithm for numerical function optimization
1373 -- 1383Kanika Mandal, Kajla Basu. Vector aggregation operator and score function to solve multi-criteria decision making problem in neutrosophic environment
1385 -- 1398Yusuf Yalcin Ileri, Mehmet Hacibeyoglu. Advancing competitive position in healthcare: a hybrid metaheuristic nutrition decision support system
1399 -- 1406Xi Cai, Guang Han, Xin Song, Jinkuan Wang. Gait symmetry measurement method based on a single camera
1407 -- 1422Eric C. C. Tsang, Jingjing Song, Degang Chen, Xibei Yang. Order based hierarchies on hesitant fuzzy approximation space
1423 -- 1436Chengzu Bai, Ren Zhang 0004, Long-xia Qian, Lijun Liu, Yaning Wu. An ordered clustering algorithm based on fuzzy c-means and PROMETHEE
1437 -- 1447Jing Fang, Xinying Xu, Huaping Liu 0001, Fuchun Sun. Local receptive field based extreme learning machine with three channels for histopathological image classification
1449 -- 1457Fengming Liu, Mingcai Li. A game theory-based network rumor spreading model: based on game experiments
1459 -- 1485Jianming Zhan, Hafsa Masood Malik, Muhammad Akram. Novel decision-making algorithms based on intuitionistic fuzzy rough environment
1487 -- 1502Li Zhang, Jianming Zhan. Fuzzy soft \(\beta\) -covering based fuzzy rough sets and corresponding decision-making applications
1503 -- 1511Weixia Xu, Dingjiang Huang, Shuigeng Zhou. Statistical learning with group invariance: problem, method and consistency
1513 -- 1528Zeshui Xu, Yue He, Xizhao Wang. An overview of probabilistic-based expressions for qualitative decision-making: techniques, comparisons and developments
1529 -- 1541Zongxia Xie, Yingda Li. Large-scale support vector regression with budgeted stochastic gradient descent
1543 -- 1561Mohammed Eshtay, Hossam Faris, Nadim Obeid. Metaheuristic-based extreme learning machines: a review of design formulations and applications
1563 -- 1579Hasan Dalman, Mustafa Bayram. Interactive goal programming algorithm with Taylor series and interval type 2 fuzzy numbers

Volume 10, Issue 5

799 -- 812Shuai Song, Xiaona Song, Inés Tejado. Projective synchronization for two nonidentical time-delayed fractional-order T-S fuzzy neural networks based on mixed \({H_\infty }\) /passive adaptive sliding mode control
813 -- 831Thiago Silveira, Min Zhang 0006, Xiao Lin 0002, Yiqun Liu, Shaoping Ma. How good your recommender system is? A survey on evaluations in recommendation
833 -- 852Peide Liu, Peng Wang, Junlin Liu. Normal neutrosophic frank aggregation operators and their application in multi-attribute group decision making
853 -- 858Yuechao Ma, Nannan Ma, Lin Chen, Yuqing Zheng, Yu Han. Exponential stability for the neutral-type singular neural network with time-varying delays
859 -- 877Amar B. Deshmukh, N. Usha Rani. Fractional-Grey Wolf optimizer-based kernel weighted regression model for multi-view face video super resolution
879 -- 895Jinye Peng, Peng Luo, Ziyu Guan, Jianping Fan 0001. Graph-regularized multi-view semantic subspace learning
897 -- 912Manchun Tan, Qi Pan. Global stability analysis of delayed complex-valued fractional-order coupled neural networks with nodes of different dimensions
913 -- 924Hong-Ying Zhang, Hai-Juan Song, Shu Yun Yang. Feature selection based on generalized variable-precision \((\vartheta , \sigma )\) -fuzzy granular rough set model over two universes
925 -- 934Fachao Li, Chenxia Jin, Jinning Yang. Roughness measure based on description ability for attribute reduction in information system
935 -- 947JinLing Niu, Changbo Zhao, Guo-Zheng Li. A comprehensive study on color correction for medical facial images
949 -- 965XiaoBin Wang, Zhibing Liu, Huiru Chen. A composite contract for coordinating a supply chain with sales effort-dependent fuzzy demand
967 -- 978Tianshi Lv, Qintao Gan, Feng Xiao. Stability for a class of generalized reaction-diffusion uncertain stochastic neural networks with mixed delays
979 -- 989Yanika Kongsorot, Punyaphol Horata, Pakarat Musikawan, Khamron Sunat. Kernel extreme learning machine based on fuzzy set theory for multi-label classification
991 -- 1001Anton Akusok, Yoan Miche, Kaj-Mikael Björk, Amaury Lendasse. Per-sample prediction intervals for extreme learning machines
1003 -- 1024Shulin Cheng, Bofeng Zhang, Guobing Zou, Mingqing Huang, Zhu Zhang. Friend recommendation in social networks based on multi-source information fusion
1025 -- 1035Hao Chen, Wei Kang 0003, Shouming Zhong. A new global robust stability condition for uncertain neural networks with discrete and distributed delays
1037 -- 1050Samira Ebrahimi, Seyyed Mahdi Hosseini Motlagh, Mohammadreza Nematollahi. Proposing a delay in payment contract for coordinating a two-echelon periodic review supply chain with stochastic promotional effort dependent demand
1051 -- 1064Jingjing Liu, Wanquan Liu, Shiwei Ma, Meixi Wang, Ling Li, Guanghua Chen. Image-set based face recognition using K-SVD dictionary learning
1065 -- 1076Jianming Zhan, Qiumei Wang. Certain types of soft coverings based rough sets with applications
1077 -- 1091S. Surender Reddy. Optimal power flow using hybrid differential evolution and harmony search algorithm
1093 -- 1100Dingguo Yu, Bin Fu, Guandong Xu, Aihong Qin. Constrained nonnegative matrix factorization-based semi-supervised multilabel learning
1101 -- 1108Nong Sang, Haitao Gan, Yingle Fan, Wei Wu, Zhi Yang. Adaptive safety degree-based safe semi-supervised learning
1109 -- 1121Zeinab Khatoun Pourtaheri, Seyed-Hamid Zahiri, Seyed Mohammad Razavi. Stability investigation of multi-objective heuristic ensemble classifiers
1123 -- 1138Chien-Liang Liu, Wen-Hoar Hsaio, Tao-Hsing Chang, Hsuan-Hsun Li. Clustering data with partial background information
1139 -- 1150Juntao Fei, Tengteng Wang. Adaptive fuzzy-neural-network based on RBFNN control for active power filter
1151 -- 1163Changqin Huang, Jia Zhu, Yuzhi Liang, Min Yang 0007, Gabriel Pui Cheong Fung, Junyu Luo. An efficient automatic multiple objectives optimization feature selection strategy for internet text classification
1165 -- 1172Heng-Ru Zhang, Fan Min, Zhi-Heng Zhang, Song Wang. Efficient collaborative filtering recommendations with multi-channel feature vectors
1173 -- 1187Songfeng Zheng. A fast iterative algorithm for support vector data description
1189 -- 1204Soraya Cheriguene, Nabiha Azizi, Nilanjan Dey, Amira S. Ashour, Amel Ziani. A new hybrid classifier selection model based on mRMR method and diversity measures
1205 -- 1226Marco Marcon, Marco Brando Mario Paracchini, Stefano Tubaro. A framework for interpreting, modeling and recognizing human body gestures through 3D eigenpostures

Volume 10, Issue 4

623 -- 630Chao Yang, Lihong Huang. Nonsmooth exponential synchronization of coupled neural networks with delays: new switching design
631 -- 640Liang Yuan, Wenjian Wang, Lifei Chen. Two-stage pruning method for gram-based categorical sequence clustering
641 -- 654Xuegang Hu, Wei He, Lei Li 0002, Yaojin Lin, Huizong Li, Jianhan Pan. An efficient and fast algorithm for community detection based on node role analysis
655 -- 666Ran Wang 0001, Haoran Xie, Jiqiang Feng, Fu Lee Wang, Chen Xu. Multi-criteria decision making based architecture selection for single-hidden layer feedforward neural networks
667 -- 678Jun Ye. Hesitant interval neutrosophic linguistic set and its application in multiple attribute decision making
679 -- 692Huifang Ma, Di Zhang, Meihuizi Jia, Xianghong Lin. A term correlation based semi-supervised microblog clustering with dual constraints
693 -- 703LinLin Ding, Baishuo Han, Shu Wang, Xiaoguang Li, Baoyan Song. User-centered recommendation using US-ELM based on dynamic graph model in E-commerce
705 -- 715Xi Liu, Bing Han, Huayou Chen, Ligang Zhou. The probabilistic ordered weighted continuous OWA operator and its application in group decision making
717 -- 729Chao Zhang, Deyu Li, Yanhui Zhai, Yuanhao Yang. Multigranulation rough set model in hesitant fuzzy information systems and its application in person-job fit
731 -- 742Jingzheng Li, Xibei Yang, Xiaoning Song, Jinhai Li, Pingxin Wang, Dong-jun Yu. Neighborhood attribute reduction: a multi-criterion approach
743 -- 755Jianmin Wang 0004, Fengqiu Liu, Sitian Qin. Global exponential stability of uncertain memristor-based recurrent neural networks with mixed time delays
757 -- 770Ronghua Shang, Jiangwei Chang, Licheng Jiao, Yu Xue. Unsupervised feature selection based on self-representation sparse regression and local similarity preserving
771 -- 785Zidong Wang, Hongjian Liu, Bo Shen, Fuad E. Alsaadi, Abdullah M. Dobaie. \(H_{\infty }\) state estimation for discrete-time stochastic memristive BAM neural networks with mixed time-delays
787 -- 797Jinga Liu, Muhammed J. A. Patwary, Xiaoyun Sun, Kai Tao. An experimental study on symbolic extreme learning machine

Volume 10, Issue 3

413 -- 431Avinash Kumar Singh, Neha Baranwal, Gora Chand Nandi. A rough set based reasoning approach for criminal identification
433 -- 449Sara Nazari, Mohammad Shahram Moin, Hamidreza Rashidy Kanan. A discriminant binarization transform using genetic algorithm and error-correcting output code for face template protection
451 -- 462Luis Alessandri Pérez-Arellano, Ernesto León-Castro, Ezequiel Avilés-Ochoa, José M. Merigó. Prioritized induced probabilistic operator and its application in group decision making
463 -- 483Cunrui Wang, Qingling Zhang 0001, Xiaodong Duan, Wanquan Liu, Jianhou Gan. Facial semantic representation for ethnical Chinese minorities based on geometric similarity
485 -- 494Yuan Lin 0001, Jiajin Wu, Bo Xu 0009, Kan Xu, Hongfei Lin. Learning to rank using multiple loss functions
495 -- 514Mohamed Abdel Basset, Doaa El-Shahat, Arun Kumar Sangaiah. A modified nature inspired meta-heuristic whale optimization algorithm for solving 0-1 knapsack problem
515 -- 525Xueman Fan, Shengliang Hu, Jingbo He. A dynamic selection ensemble method for target recognition based on clustering and randomized reference classifier
527 -- 540Saeed Mirzajani, Mohammad Pourmahmood Aghababa, Aghileh Heydari. Adaptive control of nonlinear fractional-order systems using T-S fuzzy method
541 -- 547Fengxue Li, Huaping Liu, Xinying Xu, Fuchun Sun. Haptic recognition using hierarchical extreme learning machine with local-receptive-field
549 -- 561Yao You, Jie Li, Lincheng Shen. An effective Bayesian network parameters learning algorithm for autonomous mission decision-making under scarce data
563 -- 578Parneeta Sidhu, M. P. S. Bhatia. A two ensemble system to handle concept drifting data streams: recurring dynamic weighted majority
579 -- 589Lian Duan, Xianwen Fang, Yujie Fu. Global exponential synchronization of delayed fuzzy cellular neural networks with discontinuous activations
591 -- 601Luanyi Y. Yang, Zeshui Xu. Feature extraction by PCA and diagnosis of breast tumors using SVM with DE-based parameter tuning
603 -- 622Zhihua Cui, Feixiang Li, Wensheng Zhang. Bat algorithm with principal component analysis

Volume 10, Issue 2

215 -- 228Tianshan Liu, Jun Kong, Min Jiang, Chenhua Liu, Xiaofeng Gu, Xiaofeng Wang. Collaborative model with adaptive selection scheme for visual tracking
229 -- 252Md Sarwar Kamal, Md. Golam Sarowar, Nilanjan Dey, Amira S. Ashour, Shamim Hasnat Ripon, B. K. Panigrahi, João Manuel R. S. Tavares. Self-organizing mapping based swarm intelligence for secondary and tertiary proteins classification
253 -- 277Ali Wagdy Mohamed, Ali Khater Mohamed. Adaptive guided differential evolution algorithm with novel mutation for numerical optimization
279 -- 290Xin Tang, Fabien Lehuédé, Olivier Péton, Lin Pan. Network design of a multi-period collaborative distribution system
291 -- 299Qiangfu Zhao, Chia-Ming Tsai, Rung Ching Chen, Chung-Yi Huang. Resident activity recognition based on binary infrared sensors and soft computing
301 -- 309Aiping Zhang. Pseudo almost periodic high-order cellular neural networks with complex deviating arguments
311 -- 323Qin Lin, Shuqun Ye, Cui-Hong Wu, Wen-Cheng Gu, Jiaqian Wang, Huai-Ling Zhang, Yun Xue. A novel framework based on biclustering for automatic epileptic seizure detection
325 -- 335Haiyan Xu, Xiaoping Li. Methods for virtual machine scheduling with uncertain execution times in cloud computing
337 -- 345Rishith Rayal, Divya Khanna, Jasminder Kaur Sandhu, Nishtha Hooda, Prashant Singh Rana. N-semble: neural network based ensemble approach
347 -- 355Jun Ye 0001, Shigui Du. Some distances, similarity and entropy measures for interval-valued neutrosophic sets and their relationship
357 -- 368Yitian Xu, Yuqun Zhang, Jiang Zhao, Zhiji Yang, Xianli Pan. KNN-based maximum margin and minimum volume hyper-sphere machine for imbalanced data classification
369 -- 383Chengquan Huang, Shitong Wang 0001, Xingguang Pan, Anqi Bi. v-soft margin multi-task learning logistic regression
385 -- 395Shuzhe Bao, Xiaoning Song, Guosheng Hu, Xibei Yang, Chunli Wang. Colour face recognition using fuzzy quaternion-based discriminant analysis
397 -- 411Minghua Ma, Tingquan Deng, Ning Wang, Yanmei Chen. Semi-supervised rough fuzzy Laplacian Eigenmaps for dimensionality reduction

Volume 10, Issue 12

3339 -- 3348Shuling Zhang, Bo Zhang, Yongli Su, Jiang-Ling Song. A novel EEG-complexity-based feature and its application on the epileptic seizure detection
3349 -- 3362Jiaming Zhu, Jinpei Liu, Peng Wu 0010, Huayou Chen, Ligang Zhou. A novel decomposition-ensemble approach to crude oil price forecasting with evolution clustering and combined model
3363 -- 3369Senlin Cheng, Yang Xu, Ruixue Zong, Chuanhai Wang. A fast decision making method for mandatory lane change using kernel extreme learning machine
3371 -- 3386Hong-Bo Wang 0003, Xi Liu, Peng Song 0019, Xu-Yan Tu. Sensitive time series prediction using extreme learning machine
3387 -- 3396Qiao Yan, Mingde Wang, Wenyao Huang, Xupeng Luo, F. Richard Yu. Automatically synthesizing DoS attack traces using generative adversarial networks
3397 -- 3405Fei Lv 0003, Min Han. Hyperspectral image classification based on multiple reduced kernel extreme learning machine
3407 -- 3416Zahra Goudarzi, Peyman Adibi, Rolf-Rainer Grigat, Mohammad Saeid Ehsani. Making metric learning algorithms invariant to transformations using a projection metric on Grassmann manifolds
3417 -- 3429Xin Wei 0002, Hui Wang 0001, Bryan W. Scotney, Huan Wan. Selective multi-descriptor fusion for face identification
3431 -- 3444Xinlei Zhou, Dasen Yan. Model tree pruning
3445 -- 3465Nailah Al-Madi, Hossam Faris, Seyedali Mirjalili. Binary multi-verse optimization algorithm for global optimization and discrete problems
3467 -- 3474Shengyang Zhuang, Degang Chen. A novel algorithm for the vertex cover problem based on minimal elements of discernibility matrix
3475 -- 3483Niko Kaso, Serge Kruk. Study of the polytope of the \({{\, \mathrm{at \text{-} least}\, }}\) predicate
3485 -- 3497Prateek Keserwani, Tofik Ali, Partha Pratim Roy 0001. Handwritten Bangla character and numeral recognition using convolutional neural network for low-memory GPU
3499 -- 3520Weichao Yue, Weihua Gui, Xiaofang Chen, Zhaohui Zeng, Yongfang Xie. Knowledge representation and reasoning using self-learning interval type-2 fuzzy Petri nets and extended TOPSIS
3521 -- 3537Xue Qiao, Chen Peng, Zhen Liu, Yanfeng Hu. Word-character attention model for Chinese text classification
3539 -- 3556Siqi Wang, Qiang Liu 0004, Xifeng Guo 0001, En Zhu, Jianping Yin. Fast and unsupervised outlier removal by recurrent adaptive reconstruction extreme learning machine
3557 -- 3574Somaye Moslemnejad, Javad Hamidzadeh. A hybrid method for increasing the speed of SVM training using belief function theory and boundary region
3575 -- 3586Nagaraj Balakrishnan, Arunkumar Rajendran, Palanivel Karthigaikumar. Meticulous fuzzy convolution C means for optimized big data analytics: adaptation towards deep learning
3587 -- 3600Weichen Wu, Yitian Xu. Accelerating improved twin support vector machine with safe screening rule
3601 -- 3618Habiba Arshad, Muhammad Attique Khan, Muhammad Sharif 0001, Mussarat Yasmin, Muhammad Younus Javed. Multi-level features fusion and selection for human gait recognition: an optimized framework of Bayesian model and binomial distribution
3619 -- 3634Yibo Wang, Xiangjian Chen, Kai Dong. Attribute reduction via local conditional entropy
3635 -- 3645Li Zhao, Jie Zhu. Learning from correlation with extreme learning machine
3647 -- 3665Jafar Tanha. A multiclass boosting algorithm to labeled and unlabeled data
3667 -- 3686JinHong Huang, Zhu Liang Yu, Zhenghui Gu, Jun Zhang 0026, Ling Cen. Sparse and heuristic support vector machine for binary classifier and regressor fusion
3687 -- 3699Xu Han, Runbang Cui, Yanfei Lan, Yanzhe Kang, Jiang Deng, Ning Jia. A Gaussian mixture model based combined resampling algorithm for classification of imbalanced credit data sets

Volume 10, Issue 11

2963 -- 2991Erik Cuevas, Jorge Gálvez. An optimization algorithm guided by a machine learning approach
2993 -- 3002Lingling Huang, Chuan-dong Qin. A novel modified gravitational search algorithm for the real world optimization problem
3003 -- 3016Chunkai Zhang, Panbo Tian, Xudong Zhang, Qing Liao 0001, Zoe L. Jiang, Xuan Wang 0002. HashEclat: an efficient frequent itemset algorithm
3017 -- 3030Xin Li, Hu Zhang 0002, Shenmin Song. A decomposition based multiobjective evolutionary algorithm with self-adaptive mating restriction strategy
3031 -- 3042Meng Wang 0014, Zhen-Hu Ning, Tong Li, Chuangbai Xiao. Information geometry enhanced fuzzy deep belief networks for sentiment classification
3043 -- 3070Bahareh Nikpour, Hossein Nezamabadi-pour. A memetic approach for training set selection in imbalanced data sets
3071 -- 3097Bhagat Singh Raghuwanshi, Sanyam Shukla. Classifying imbalanced data using ensemble of reduced kernelized weighted extreme learning machine
3099 -- 3113Xingjuan Cai, Jiangjiang Zhang, Hao Liang, Lei Wang 0006, Qidi Wu. An ensemble bat algorithm for large-scale optimization
3115 -- 3127Shaowei Yu, Xuebing Yang, Wensheng Zhang. PKGCN: prior knowledge enhanced graph convolutional network for graph-based semi-supervised learning
3129 -- 3144Chaohui Yu, Jindong Wang, Yiqiang Chen, Xin Qin. Transfer channel pruning for compressing deep domain adaptation models
3145 -- 3154Swarnendu Ghosh, Anisha Pal, Shourya Jaiswal, K. C. Santosh, Nibaran Das, Mita Nasipuri. SegFast-V2: Semantic image segmentation with less parameters in deep learning for autonomous driving
3155 -- 3166Tao Zhou, Zhixin Li, Canlong Zhang. Enhance the recognition ability to occlusions and small objects with Robust Faster R-CNN
3167 -- 3179Hongyue Guo, Lidong Wang, Xiaodong Liu. Dynamic time alignment kernel-based fuzzy clustering of non-equal length vector time series
3181 -- 3187Zhanhui Lu, Fanting Xu, Junqiang Wei, Fangcheng Lv. Interval stability analysis of power systems with wind turbine based on three-mass shaft model
3189 -- 3199Meihong Su, Yaqing Guo, Changqian Men, Wenjian Wang. A robust self-weighted SELO regression model
3201 -- 3212Zhenghua Zhou, Weidong Zhang, Jianwei Zhao. Robust visual tracking using discriminative sparse collaborative map
3213 -- 3223Shuliang Xu, Shenglan Liu, Jian Zhou, Lin Feng. Fuzzy rough clustering for categorical data
3225 -- 3244Mengmeng Li, Minghao Chen, Weihua Xu. Double-quantitative multigranulation decision-theoretic rough fuzzy set model
3245 -- 3261Yong Liu, Xiangping Kang, Duoqian Miao, Deyu Li. A knowledge acquisition method based on concept lattice and inclusion degree for ordered information systems
3263 -- 3271Yanhong She, Xiaoli He, Ting Qian, Qinqin Wang, Wanglin Zeng. A theoretical study on object-oriented and property-oriented multi-scale formal concept analysis
3273 -- 3284Xiaoyi Deng, Fuzhen Zhuang, Zhiguo Zhu. Neural variational collaborative filtering with side information for top-K recommendation
3285 -- 3300Saeed Sharifian, Masoud Barati. An ensemble multiscale wavelet-GARCH hybrid SVR algorithm for mobile cloud computing workload prediction
3301 -- 3311Liping Chen, Gongde Guo. Ordered smooth representation clustering
3313 -- 3325Rong Xiang, Qin Lu 0001, Ying Jiao, Yufei Zheng, Wenhao Ying, Yunfei Long. Leveraging writing systems changes for deep learning based Chinese affective analysis
3327 -- 3337Junhai Zhai, Xu Zhou, Sufang Zhang, Tingting Wang. Ensemble RBM-based classifier using fuzzy integral for big data classification

Volume 10, Issue 10

2589 -- 2591Gwanggil Jeon, Arun Kumar Sangaiah, You-Shyang Chen, Anand Paul. Special issue on Machine learning approaches and challenges of missing data in the era of big data
2593 -- 2607Ke Zheng, LianRu Gao, Qiong Ran, Ximin Cui, Bing Zhang 0001, Wenzhi Liao, Sen Jia. Separable-spectral convolution and inception network for hyperspectral image super-resolution
2609 -- 2618S. K. Lakshmanaprabu, K. Shankar 0002, M. Ilayaraja, Abdul Wahid Nasir, V. Vijayakumar 0002, Naveen Chilamkurti. Random forest for big data classification in the internet of things using optimal features
2619 -- 2629Jiqiang Luo, Jiaji Wu, Shihui Zhao, Lei Wang, Tingfa Xu. Lossless compression for hyperspectral image using deep recurrent neural networks
2631 -- 2642Jin Wang, Marco Anisetti, Gwanggil Jeon. Reconstruction of missing color-channel data using a three-step back propagation neural network
2643 -- 2655Alex Adim Obinikpo, Burak Kantarci. Big data aggregation in the case of heterogeneity: a feasibility study for digital health
2657 -- 2668Imran Ahmed, Misbah Ahmad, Awais Adnan, Awais Ahmad 0001, Murad Khan. Person detector for different overhead views using machine learning
2669 -- 2690Wentao Li, Witold Pedrycz, Xiaoping Xue, Weihua Xu, Bingjiao Fan. Fuzziness and incremental information of disjoint regions in double-quantitative decision-theoretic rough set model
2691 -- 2708Yang Liu 0066, Lin Feng, Shenglan Liu, Muxin Sun. An ELM based local topology preserving hashing
2709 -- 2724Yunfei Chu, Chunyan Feng, Caili Guo, Yaqing Wang. Network embedding based on deep extreme learning machine
2725 -- 2738Yunfei Ye. A nonlinear kernel support matrix machine for matrix learning
2739 -- 2752Xiaoli Su, Sen Zhang 0001, Yixin Yin, Wendong Xiao. Prediction model of hot metal temperature for blast furnace based on improved multi-layer extreme learning machine
2753 -- 2766Wentao Fan, Nizar Bouguila. Simultaneous clustering and feature selection via nonparametric Pitman-Yor process mixture models
2767 -- 2777Pingxin Wang, Hong Shi, Xibei Yang, Jusheng Mi. Three-way k-means: integrating k-means and three-way decision
2779 -- 2790Vinath Mekthanavanh, Tianrui Li, Hua Meng, Yan Yang 0001, Jie Hu 0007. Social web video clustering based on multi-view clustering via nonnegative matrix factorization
2791 -- 2804Weijun Sun, Shengli Xie, Na Han. Robust discriminant analysis with adaptive locality preserving
2805 -- 2822Der-Chiang Li, Qi-Shi Shi, Hung-Yu Chen. Building robust models for small data containing nominal inputs and continuous outputs based on possibility distributions
2823 -- 2836Javier Martinez, Carla Iglesias Comesaña, Paulino J. García-Nieto. Review: machine learning techniques applied to cybersecurity
2837 -- 2850Keyun Qin, Bo Li 0054, Zheng Pei. Attribute reduction and rule acquisition of formal decision context based on object (property) oriented concept lattices
2851 -- 2866Iván Salgado, Hafiz Ahmed, Oscar Camacho Nieto, Isaac Chairez. Adaptive sliding-mode observer for second order discrete-time MIMO nonlinear systems based on recurrent neural-networks
2867 -- 2886Muhammad Shakeel, Saleem Abdullah, Muhammad Shahzad, Nasir Siddiqui. Geometric aggregation operators with interval-valued Pythagorean trapezoidal fuzzy numbers based on Einstein operations and their application in group decision making
2887 -- 2899Guoqiang Zhou, Shuai Zhang, Yi Fan, Jingjin Li, Wenbo Yao, Hongfang Liu. Recommendations based on user effective point-of-interest path
2901 -- 2920Hossam Faris, Seyedali Mirjalili, Ibrahim Aljarah. Automatic selection of hidden neurons and weights in neural networks using grey wolf optimizer based on a hybrid encoding scheme
2921 -- 2940Kavita Singh, Shyam Sundar 0001. A new hybrid genetic algorithm for the maximally diverse grouping problem
2941 -- 2962Yimin Wen, Yixiu Qin, Keke Qin, Xiaoxia Lu, Pingshan Liu. Online transfer learning with multiple decision trees

Volume 10, Issue 1

1 -- 13Gia Nhu Nguyen, Le Hoang Son, Amira S. Ashour, Nilanjan Dey. A survey of the state-of-the-arts on neutrosophic sets in biomedical diagnoses
15 -- 26Guocheng Li, Zheng Yan 0001. Reconstruction of sparse signals via neurodynamic optimization
27 -- 42Wei-Zhi Wu, Ming-Wen Shao, Xia Wang. T)-intuitionistic fuzzy rough approximation operators
43 -- 57Zhichao Peng, Qinghua Hu, Jianwu Dang. Multi-kernel SVM based depression recognition using social media data
59 -- 74Yilang Wu, Junbo Wang, Zixue Cheng. Activity awareness for development support based on seamless repository
75 -- 85Aiping Huang, William Zhu. Characteristic matrices of compound operations of coverings and their relationships with rough sets
87 -- 106Sk Md Obaidullah, K. C. Santosh, Chayan Halder, Nibaran Das, Kaushik Roy 0004. Automatic Indic script identification from handwritten documents: page, block, line and word-level approach
107 -- 119Baoye Song, Zidong Wang, Lei Zou 0003, Lin Xu, Fuad E. Alsaadi. A new approach to smooth global path planning of mobile robots with kinematic constraints
121 -- 130Kaijuan Yuan, Yong Deng. Conflict evidence management in fault diagnosis
131 -- 153Ming Jin Cheok, Zaid Omar, Mohamed Hisham Jaward. A review of hand gesture and sign language recognition techniques
155 -- 171Xiaoming Liu, Ting Zhu, Leilei Zhai, Jun Liu 0011. Mass classification of benign and malignant with a new twin support vector machine joint \({l_{2, 1}}\) -norm
173 -- 186Lingzhi Zhao, Jinde Cao, Chengdai Huang, Min Xiao, Ahmed Alsaedi, Bashir Ahmad 0003. Bifurcation control in the delayed fractional competitive web-site model with incommensurate-order
187 -- 205Yong Shi, Limeng Cui, Zhensong Chen, Zhiquan Qi. Learning from label proportions with pinball loss
207 -- 214Jing Fu. A study on foreign direct investment mode based on AHP and entropy learning