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ORCIDInternational Journal of Machine Learning and Cybernetics, Volume 10
Volume 10, Number 1, January 2019
- Gia Nhu Nguyen
, Le Hoang Son, Amira S. Ashour, Nilanjan Dey:
A survey of the state-of-the-arts on neutrosophic sets in biomedical diagnoses. 1-13 - Guocheng Li, Zheng Yan:
Reconstruction of sparse signals via neurodynamic optimization. 15-26 - Wei-Zhi Wu, Ming-Wen Shao, Xia Wang:
Using single axioms to characterize (S, T)-intuitionistic fuzzy rough approximation operators. 27-42 - Zhichao Peng, Qinghua Hu, Jianwu Dang:
Multi-kernel SVM based depression recognition using social media data. 43-57 - Yilang Wu, Junbo Wang, Zixue Cheng:
Activity awareness for development support based on seamless repository. 59-74 - Aiping Huang, William Zhu:
Characteristic matrices of compound operations of coverings and their relationships with rough sets. 75-85 - Sk Md Obaidullah, KC Santosh, Chayan Halder, Nibaran Das, Kaushik Roy:
Automatic Indic script identification from handwritten documents: page, block, line and word-level approach. 87-106 - Baoye Song, Zidong Wang, Lei Zou, Lin Xu, Fuad E. Alsaadi:
A new approach to smooth global path planning of mobile robots with kinematic constraints. 107-119 - Kaijuan Yuan, Yong Deng:
Conflict evidence management in fault diagnosis. 121-130 - Ming Jin Cheok, Zaid Bin Omar, Mohamed Hisham Jaward:
A review of hand gesture and sign language recognition techniques. 131-153 - Xiaoming Liu, Ting Zhu, Leilei Zhai, Jun Liu:
Mass classification of benign and malignant with a new twin support vector machine joint \({l_{2, 1}}\) -norm. 155-171 - Lingzhi Zhao, Jinde Cao, Chengdai Huang, Min Xiao, Ahmed Alsaedi, Bashir Ahmad:
Bifurcation control in the delayed fractional competitive web-site model with incommensurate-order. 173-186 - Yong Shi, Limeng Cui, Zhensong Chen, Zhiquan Qi:
Learning from label proportions with pinball loss. 187-205 - Jing Fu:
A study on foreign direct investment mode based on AHP and entropy learning. 207-214
Volume 10, Number 2, February 2019
- Tianshan Liu, Jun Kong, Min Jiang, Chenhua Liu, Xiaofeng Gu, Xiaofeng Wang:
Collaborative model with adaptive selection scheme for visual tracking. 215-228 - Md Sarwar Kamal, Md. Golam Sarowar, Nilanjan Dey, Amira S. Ashour, Shamim Hasnat Ripon, Bijaya Ketan Panigrahi, João Manuel R. S. Tavares:
Self-organizing mapping based swarm intelligence for secondary and tertiary proteins classification. 229-252 - Ali Wagdy Mohamed, Ali Khater Mohamed:
Adaptive guided differential evolution algorithm with novel mutation for numerical optimization. 253-277 - Xin Tang, Fabien Lehuédé, Olivier Péton, Lin Pan:
Network design of a multi-period collaborative distribution system. 279-290 - Qiangfu Zhao, Chia-Ming Tsai, Rung-Ching Chen, Chung-Yi Huang:
Resident activity recognition based on binary infrared sensors and soft computing. 291-299 - Aiping Zhang:
Pseudo almost periodic high-order cellular neural networks with complex deviating arguments. 301-309 - Qin Lin, Shuqun Ye, Cui-Hong Wu, Wen-Cheng Gu, Jiaqian Wang, Huailing Zhang, Yun Xue:
A novel framework based on biclustering for automatic epileptic seizure detection. 311-323 - Haiyan Xu, Xiaoping Li:
Methods for virtual machine scheduling with uncertain execution times in cloud computing. 325-335 - Rishith Rayal, Divya Khanna, Jasminder Kaur Sandhu, Nishtha Hooda, Prashant Singh Rana:
N-semble: neural network based ensemble approach. 337-345 - Jun Ye, Shigui Du:
Some distances, similarity and entropy measures for interval-valued neutrosophic sets and their relationship. 347-355 - Yitian Xu, Yuqun Zhang, Jiang Zhao, Zhiji Yang, Xianli Pan:
KNN-based maximum margin and minimum volume hyper-sphere machine for imbalanced data classification. 357-368 - Chengquan Huang, Shitong Wang, Xingguang Pan, Anqi Bi:
v-soft margin multi-task learning logistic regression. 369-383 - Shuzhe Bao, Xiaoning Song, Guosheng Hu, Xibei Yang, Chunli Wang:
Colour face recognition using fuzzy quaternion-based discriminant analysis. 385-395 - Minghua Ma, Tingquan Deng, Ning Wang, Yanmei Chen:
Semi-supervised rough fuzzy Laplacian Eigenmaps for dimensionality reduction. 397-411
Volume 10, Number 3, March 2019
- Avinash Kumar Singh, Neha Baranwal, Gora Chand Nandi:
A rough set based reasoning approach for criminal identification. 413-431 - Sara Nazari, Mohammad Shahram Moin, Hamidreza Rashidy Kanan:
A discriminant binarization transform using genetic algorithm and error-correcting output code for face template protection. 433-449 - Luis Alessandri Pérez-Arellano, Ernesto León-Castro, Ezequiel Avilés-Ochoa, José M. Merigó:
Prioritized induced probabilistic operator and its application in group decision making. 451-462 - Cunrui Wang, Qingling Zhang, Xiaodong Duan, Wanquan Liu, Jianhou Gan:
Facial semantic representation for ethnical Chinese minorities based on geometric similarity. 463-483 - Yuan Lin, Jiajin Wu, Bo Xu, Kan Xu, Hongfei Lin:
Learning to rank using multiple loss functions. 485-494 - Mohamed Abdel-Basset, Doaa El-Shahat, Arun Kumar Sangaiah:
A modified nature inspired meta-heuristic whale optimization algorithm for solving 0-1 knapsack problem. 495-514 - Xueman Fan, Shengliang Hu, Jingbo He:
A dynamic selection ensemble method for target recognition based on clustering and randomized reference classifier. 515-525 - Saeed Mirzajani, Mohammad Pourmahmood Aghababa, Aghileh Heydari:
Adaptive control of nonlinear fractional-order systems using T-S fuzzy method. 527-540 - Fengxue Li, Huaping Liu, Xinying Xu, Fuchun Sun:
Haptic recognition using hierarchical extreme learning machine with local-receptive-field. 541-547 - Yao You, Jie Li, Lincheng Shen:
An effective Bayesian network parameters learning algorithm for autonomous mission decision-making under scarce data. 549-561 - Parneeta Sidhu, M. P. S. Bhatia:
A two ensemble system to handle concept drifting data streams: recurring dynamic weighted majority. 563-578 - Lian Duan, Xianwen Fang, Yujie Fu:
Global exponential synchronization of delayed fuzzy cellular neural networks with discontinuous activations. 579-589 - Luanyi Y. Yang, Zeshui Xu:
Feature extraction by PCA and diagnosis of breast tumors using SVM with DE-based parameter tuning. 591-601 - Zhihua Cui, Feixiang Li, Wensheng Zhang:
Bat algorithm with principal component analysis. 603-622
Volume 10, Number 4, April 2019
- Chao Yang, Lihong Huang:
Nonsmooth exponential synchronization of coupled neural networks with delays: new switching design. 623-630 - Liang Yuan, Wenjian Wang, Lifei Chen:
Two-stage pruning method for gram-based categorical sequence clustering. 631-640 - Xuegang Hu, Wei He, Lei Li, Yaojin Lin, Huizong Li, Jianhan Pan:
An efficient and fast algorithm for community detection based on node role analysis. 641-654 - Ran Wang, Haoran Xie, Jiqiang Feng, Fu Lee Wang, Chen Xu:
Multi-criteria decision making based architecture selection for single-hidden layer feedforward neural networks. 655-666 - Jun Ye:
Hesitant interval neutrosophic linguistic set and its application in multiple attribute decision making. 667-678 - Huifang Ma, Di Zhang, Meihuizi Jia, Xianghong Lin:
A term correlation based semi-supervised microblog clustering with dual constraints. 679-692 - Linlin Ding, Baishuo Han, Shu Wang, Xiaoguang Li, Baoyan Song:
User-centered recommendation using US-ELM based on dynamic graph model in E-commerce. 693-703 - Xi Liu, Bing Han, Huayou Chen, Ligang Zhou:
The probabilistic ordered weighted continuous OWA operator and its application in group decision making. 705-715 - Chao Zhang, Deyu Li, Yanhui Zhai, Yuanhao Yang:
Multigranulation rough set model in hesitant fuzzy information systems and its application in person-job fit. 717-729 - Jingzheng Li, Xibei Yang, Xiaoning Song, Jinhai Li, Pingxin Wang, Dong-Jun Yu:
Neighborhood attribute reduction: a multi-criterion approach. 731-742 - Jianmin Wang, Fengqiu Liu, Sitian Qin:
Global exponential stability of uncertain memristor-based recurrent neural networks with mixed time delays. 743-755 - Ronghua Shang, Jiangwei Chang, Licheng Jiao, Yu Xue:
Unsupervised feature selection based on self-representation sparse regression and local similarity preserving. 757-770 - Zidong 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. 771-785 - Jinga Liu, Muhammed J. A. Patwary, XiaoYun Sun, Kai Tao:
An experimental study on symbolic extreme learning machine. 787-797
Volume 10, Number 5, May 2019
- Shuai 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. 799-812 - Thiago Silveira, Min Zhang, Xiao Lin, Yiqun Liu, Shaoping Ma:
How good your recommender system is? A survey on evaluations in recommendation. 813-831 - Peide Liu, Peng Wang, Junlin Liu:
Normal neutrosophic frank aggregation operators and their application in multi-attribute group decision making. 833-852 - Yuechao Ma, Nannan Ma, Lin Chen, Yuqing Zheng, Yu Han:
Exponential stability for the neutral-type singular neural network with time-varying delays. 853-858 - Amar B. Deshmukh, N. Usha Rani:
Fractional-Grey Wolf optimizer-based kernel weighted regression model for multi-view face video super resolution. 859-877 - Jinye Peng, Peng Luo, Ziyu Guan, Jianping Fan:
Graph-regularized multi-view semantic subspace learning. 879-895 - Manchun Tan, Qi Pan:
Global stability analysis of delayed complex-valued fractional-order coupled neural networks with nodes of different dimensions. 897-912 - Hong-Ying Zhang, Haijuan Song, Shuyun Yang:
Feature selection based on generalized variable-precision \((\vartheta , \sigma )\) -fuzzy granular rough set model over two universes. 913-924 - Fachao Li, Chenxia Jin, Jinning Yang:
Roughness measure based on description ability for attribute reduction in information system. 925-934 - JinLing Niu, ChangBo Zhao, Guo-Zheng Li:
A comprehensive study on color correction for medical facial images. 935-947 - Xiaobin Wang, Zhibing Liu, Huiru Chen:
A composite contract for coordinating a supply chain with sales effort-dependent fuzzy demand. 949-965 - Tianshi Lv, Qintao Gan, Feng Xiao:
Stability for a class of generalized reaction-diffusion uncertain stochastic neural networks with mixed delays. 967-978 - Yanika Kongsorot, Punyaphol Horata, Pakarat Musikawan, Khamron Sunat:
Kernel extreme learning machine based on fuzzy set theory for multi-label classification. 979-989 - Anton Akusok, Yoan Miche, Kaj-Mikael Björk, Amaury Lendasse:
Per-sample prediction intervals for extreme learning machines. 991-1001 - Shulin Cheng, Bofeng Zhang, Guobing Zou, Mingqing Huang, Zhu Zhang:
Friend recommendation in social networks based on multi-source information fusion. 1003-1024 - Hao Chen, Wei Kang, Shouming Zhong:
A new global robust stability condition for uncertain neural networks with discrete and distributed delays. 1025-1035 - Samira 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. 1037-1050 - Jingjing Liu, Wanquan Liu, Shiwei Ma, Meixi Wang, Ling Li, Guanghua Chen:
Image-set based face recognition using K-SVD dictionary learning. 1051-1064 - Jianming Zhan, Qiumei Wang:
Certain types of soft coverings based rough sets with applications. 1065-1076 - S. Surender Reddy:
Optimal power flow using hybrid differential evolution and harmony search algorithm. 1077-1091 - Dingguo Yu, Bin Fu, Guandong Xu, Aihong Qin:
Constrained nonnegative matrix factorization-based semi-supervised multilabel learning. 1093-1100 - Nong Sang, Haitao Gan, Yingle Fan, Wei Wu, Zhi Yang:
Adaptive safety degree-based safe semi-supervised learning. 1101-1108 - Zeinab Khatoun Pourtaheri, Seyed Hamid Zahiri, Seyed Mohammad Razavi:
Stability investigation of multi-objective heuristic ensemble classifiers. 1109-1121 - Chien-Liang Liu, Wen-Hoar Hsaio, Tao-Hsing Chang, Hsuan-Hsun Li:
Clustering data with partial background information. 1123-1138 - Juntao Fei, Tengteng Wang:
Adaptive fuzzy-neural-network based on RBFNN control for active power filter. 1139-1150 - Changqin Huang, Jia Zhu, Yuzhi Liang, Min Yang, Gabriel Pui Cheong Fung, Junyu Luo:
An efficient automatic multiple objectives optimization feature selection strategy for internet text classification. 1151-1163 - Heng-Ru Zhang, Fan Min, Zhi-Heng Zhang, Song Wang:
Efficient collaborative filtering recommendations with multi-channel feature vectors. 1165-1172 - Songfeng Zheng:
A fast iterative algorithm for support vector data description. 1173-1187 - Soraya Cheriguene, Nabiha Azizi, Nilanjan Dey, Amira S. Ashour, Amel Ziani:
A new hybrid classifier selection model based on mRMR method and diversity measures. 1189-1204 - Marco Marcon, Marco Brando Mario Paracchini, Stefano Tubaro:
A framework for interpreting, modeling and recognizing human body gestures through 3D eigenpostures. 1205-1226
Volume 10, Number 6, June 2019
- Tahani Alqurashi, Wenjia Wang:
Clustering ensemble method. 1227-1246 - Tahani Alqurashi, Wenjia Wang:
Correction to: A novel adaptive clustering ensemble method. 1247 - Liangkuan Zhu, Zibo Wang, He Qiang, Yaqiu Liu:
Global sliding-mode dynamic surface control for MDF continuous hot-pressing slab thickness via LESO. 1249-1258 - Xiaoxia Zhang, Degang Chen, Kesheng Wu:
Incremental nonnegative matrix factorization based on correlation and graph regularization for matrix completion. 1259-1268 - Rui Huang, Guopeng Zhang, Junli Chen:
Semi-supervised discriminant Isomap with application to visualization, image retrieval and classification. 1269-1278 - Leilei Cao, Lihong Xu, Erik D. Goodman:
A collaboration-based particle swarm optimizer for global optimization problems. 1279-1300 - Anan Banharnsakun:
Towards improving the convolutional neural networks for deep learning using the distributed artificial bee colony method. 1301-1311 - Shi 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. 1313-1322 - Prasanth Vaidya S., P. V. S. S. R. Chandra Mouli, KC Santosh:
Imperceptible watermark for a game-theoretic watermarking system. 1323-1339 - Wenchao Qian, Feilong Cao:
Adaptive algorithms for low-rank and sparse matrix recovery with truncated nuclear norm. 1341-1355 - Peifeng Niu, Yunpeng Ma, Shanshan Yan:
A modified teaching-learning-based optimization algorithm for numerical function optimization. 1357-1371 - Kanika Mandal, Kajla Basu:
Vector aggregation operator and score function to solve multi-criteria decision making problem in neutrosophic environment. 1373-1383 - Yusuf Yalcin Ileri, Mehmet Hacibeyoglu:
Advancing competitive position in healthcare: a hybrid metaheuristic nutrition decision support system. 1385-1398 - Xi Cai, Guang Han, Xin Song, Jinkuan Wang:
Gait symmetry measurement method based on a single camera. 1399-1406 - Eric C. C. Tsang, Jingjing Song, Degang Chen, Xibei Yang:
Order based hierarchies on hesitant fuzzy approximation space. 1407-1422 - Chengzu Bai, Ren Zhang, Long-xia Qian, Lijun Liu, Yaning Wu:
An ordered clustering algorithm based on fuzzy c-means and PROMETHEE. 1423-1436 - Jing Fang, Xinying Xu, Huaping Liu, Fuchun Sun:
Local receptive field based extreme learning machine with three channels for histopathological image classification. 1437-1447 - Fengming Liu, Mingcai Li:
A game theory-based network rumor spreading model: based on game experiments. 1449-1457 - Jianming Zhan, Hafsa Masood Malik, Muhammad Akram:
Novel decision-making algorithms based on intuitionistic fuzzy rough environment. 1459-1485 - Li Zhang, Jianming Zhan:
Fuzzy soft \(\beta\) -covering based fuzzy rough sets and corresponding decision-making applications. 1487-1502 - Weixia Xu, Dingjiang Huang, Shuigeng Zhou:
Statistical learning with group invariance: problem, method and consistency. 1503-1511 - Zeshui Xu, Yue He, Xizhao Wang:
An overview of probabilistic-based expressions for qualitative decision-making: techniques, comparisons and developments. 1513-1528 - Zongxia Xie, Yingda Li:
Large-scale support vector regression with budgeted stochastic gradient descent. 1529-1541 - Mohammed Eshtay, Hossam Faris, Nadim Obeid:
Metaheuristic-based extreme learning machines: a review of design formulations and applications. 1543-1561 - Hasan Dalman, Mustafa Bayram:
Interactive goal programming algorithm with Taylor series and interval type 2 fuzzy numbers. 1563-1579
Volume 10, Number 7, July 2019
- Qi Zhu, Ning Yuan, Donghai Guan, Nuoya Xu, Huijie Li:
An alternative to face image representation and classification. 1581-1589 - Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Quanwang Wu, Lijun Yang:
A hierarchical clustering algorithm based on noise removal. 1591-1602 - Ardalan Ghasemzadeh, Saeed Sarbazi Azad, Elham Esmaeili:
Breast cancer detection based on Gabor-wavelet transform and machine learning methods. 1603-1612 - Jie Gao, Zeshui Xu, Peijia Ren, Huchang Liao:
An emergency decision making method based on the multiplicative consistency of probabilistic linguistic preference relations. 1613-1629 - Xuesong Wang, Achun Bao, Yuhu Cheng, Qiang Yu:
Weight-sharing multi-stage multi-scale ensemble convolutional neural network. 1631-1642 - Farhad Pourpanah, Chee Peng Lim, Qi Hao:
A reinforced fuzzy ARTMAP model for data classification. 1643-1655 - Kaihong Guo, Hao Xu:
Knowledge measure for intuitionistic fuzzy sets with attitude towards non-specificity. 1657-1669 - Jian Li, Jian-qiang Wang, Jun-hua Hu:
Multi-criteria decision-making method based on dominance degree and BWM with probabilistic hesitant fuzzy information. 1671-1685 - Thu-Hien Tran, Nhat-Duc Hoang:
Predicting algal appearance on mortar surface with ensembles of adaptive neuro fuzzy models: a comparative study of ensemble strategies. 1687-1704 - Wen Yu, Erick De la Rosa:
Deep Boltzmann machine for nonlinear system modelling. 1705-1716 - Weimin Ma, Rong Cheng, Hua Ke, Zhang Zhao:
Optimal pricing decision for supply chains with risk sensitivity and human estimation. 1717-1730 - Wei Zhang, Peipei Kang, Xiaozhao Fang, Luyao Teng, Na Han:
Joint sparse representation and locality preserving projection for feature extraction. 1731-1745 - Binwei Dong, Wansheng Tang, Chi Zhou:
Managerial flexibility strategies under supply and demand risks: quantity postponement vs. price postponement. 1747-1763 - Chunkai Zhang, Ying Zhou, Jianwei Guo, Guoquan Wang, Xuan Wang:
Research on classification method of high-dimensional class-imbalanced datasets based on SVM. 1765-1778 - Jun Zhou, Yuan Liu, Tianhong Zhang:
Fault diagnosis based on relevance vector machine for fuel regulator of aircraft engine. 1779-1790 - Mohadese Eshaghi, Farbod Razzazi, Alireza Behrad:
A voice activity detection algorithm in spectro-temporal domain using sparse representation. 1791-1803 - Yang Li, Jie Wang, Suge Wang, Jiye Liang, Juanzi Li:
Local dense mixed region cutting + global rebalancing: a method for imbalanced text sentiment classification. 1805-1820 - Archana Pritam Kale, Shefali Sonavane:
F-WSS \(^{++}\) : incremental wrapper subset selection algorithm for fuzzy extreme learning machine. 1821-1832 - Keke Chen, Patrick P. K. Chan, Fei Zhang, Qiaoqiao Li:
Shilling attack based on item popularity and rated item correlation against collaborative filtering. 1833-1845 - Xiaoyun Sun, Shijie Gong, Guang Han, Mingming Wang, An Jin:
Pruning Elman neural network and its application in bolt defects classification. 1847-1862 - Jie Zhu, Shufang Wu, Hong Zhu, Yan Li, Li Zhao:
Multi-center convolutional descriptor aggregation for image retrieval. 1863-1873 - Zahra Sadat Taghavi, Seyed Taghi Akhavan Niaki, Amir Hossein Niknamfar:
Stochastic ensemble pruning method via simulated quenching walking. 1875-1892 - Abhishek 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. 1893-1907 - Tai Hu, Ming Yang, Wanqi Yang, Aishi Li:
An end-to-end differential network learning method for semantic segmentation. 1909-1924 - Tai Hu, Ming Yang, Wanqi Yang, Aishi Li:
Correction to: An end-to-end differential network learning method for semantic segmentation. 1925
Volume 10, Number 8, August 2019
- Zhihua Cui, Xiao-Zhi Gao:
Special issue on evolutionary multi-objective optimization (EMO): theory and applications. 1927-1929 - Maysam Orouskhani, Mohammad Teshnehlab, Mohammad Ali Nekoui:
Evolutionary dynamic multi-objective optimization algorithm based on Borda count method. 1931-1959 - Chen Wang, Yi Wang, Kesheng Wang, Yang Yang, Yingzhong Tian:
An improved biogeography/complex algorithm based on decomposition for many-objective optimization. 1961-1977 - Renbin Xiao, Jin Li, Tinggui Chen:
Modeling and intelligent optimization of social collective behavior with online public opinion synchronization. 1979-1996 - Manish Raj, Vijay Bhaskar Semwal, Gora Chand Nandi:
Multiobjective optimized bipedal locomotion. 1997-2013 - K. Nisi, Nagaraj Balakrishnan, A. Agalya:
Tuning of a PID controller using evolutionary multi objective optimization methodologies and application to the pulp and paper industry. 2015-2025 - Snigdha R. Behera, Bijaya K. Panigrahi:
A multi objective approach for placement of multiple DGs in the radial distribution system. 2027-2041 - Haoran Xie, Tak-Lam Wong, Fu Lee Wang, Raymond K. Wong, Xiaohui Tao, Ran Wang:
Editorial: Affective and sentimental computing. 2043-2044 - Amna Dridi, Diego Reforgiato Recupero:
Leveraging semantics for sentiment polarity detection in social media. 2045-2055 - Silvia Corchs, Elisabetta Fersini, Francesca Gasparini:
Ensemble learning on visual and textual data for social image emotion classification. 2057-2070 - Syeda Nadia Firdaus, Chen Ding, Alireza Sadeghian:
Topic specific emotion detection for retweet prediction. 2071-2083 - Ji Zhang, Leonard Tan, Xiaohui Tao:
On relational learning and discovery in social networks: a survey. 2085-2102 - Adeyemi Richard Ikuesan, Shukor Abd Razak, Hein S. Venter, Mazleena Salleh:
Polychronicity tendency-based online behavioral signature. 2103-2118 - Kai 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. 2119-2129 - Yi 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. 2131-2142 - Komal Dhingra, Sumit Kr. Yadav:
Spam analysis of big reviews dataset using Fuzzy Ranking Evaluation Algorithm and Hadoop. 2143-2162 - Mohammad 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. 2163-2175 - Chakrit Pong-Inwong, Wararat Songpan:
Sentiment analysis in teaching evaluations using sentiment phrase pattern matching (SPPM) based on association mining. 2177-2186 - Hui Zheng, Jing He, Guangyan Huang, Yanchun Zhang, Hua Wang:
Dynamic optimisation based fuzzy association rule mining method. 2187-2198 - Amna Dridi, Mattia Atzeni, Diego Reforgiato Recupero:
FineNews: fine-grained semantic sentiment analysis on financial microblogs and news. 2199-2207 - Xiaoyu Tang, Yue Xu, Shlomo Geva:
Factorization-based primary dimension modelling for multidimensional data in recommender systems. 2209-2228
Volume 10, Number 9, September 2019
- Yali Peng, Jingcheng Ke, Shigang Liu, Jun Li, Tao Lei:
An improvement to linear regression classification for face recognition. 2229-2243 - Pak-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. 2245-2256 - Di Han, Jianqing Li, Lei Yang, Zihua Zeng:
A recommender system to address the Cold Start problem for App usage prediction. 2257-2268 - Chao 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. 2269-2282 - Mariel Alfaro-Ponce, Amadeo José Argüelles-Cruz, Isaac Chairez, Amadeo Argüelles:
Automatic electroencephalographic information classifier based on recurrent neural networks. 2283-2295 - Xiaoya Che, Ju-Sheng Mi:
Attributes set reduction in multigranulation approximation space of a multi-source decision information system. 2297-2311 - Samaneh Liaghat, Eghbal G. Mansoori:
Filter-based unsupervised feature selection using Hilbert-Schmidt independence criterion. 2313-2328 - Humza Naveed, Gulraiz Khan, Asad Ullah Khan, Aiman Siddiqi, Muhammad Usman Ghani Khan:
Human activity recognition using mixture of heterogeneous features and sequential minimal optimization. 2329-2340 - Chuan Yue:
A projection-based approach to software quality evaluation from the users' perspectives. 2341-2353 - Wei Wei, Peng Song, Jiye Liang, Xiaoying Wu:
Accelerating incremental attribute reduction algorithm by compacting a decision table. 2355-2373 - Zeshui Xu, Dejian Yu, Xizhao Wang:
A bibliometric overview of International Journal of Machine Learning and Cybernetics between 2010 and 2017. 2375-2387 - Yunsheng Song, Jiye Liang, Feng Wang:
An accelerator for support vector machines based on the local geometrical information and data partition. 2389-2400 - Ersin Kaya, Sait Ali Uymaz, Baris Koçer:
Boosting galactic swarm optimization with ABC. 2401-2419 - Bingjiao Fan, Eric C. C. Tsang, Weihua Xu, Degang Chen, Wentao Li:
Attribute-oriented cognitive concept learning strategy: a multi-level method. 2421-2437 - Hongjian Bo, Lin Ma, Quansheng Liu, Ruifeng Xu, Haifeng Li:
Music-evoked emotion recognition based on cognitive principles inspired EEG temporal and spectral features. 2439-2448 - Hongxin Yang, Xubing Yang, Fuquan Zhang, Qiaolin Ye, Xijian Fan:
Infinite norm large margin classifier. 2449-2457 - Meng Li, Wenqi Liu:
Triple-I FMP algorithm for double hierarchical fuzzy system based on manifold learning. 2459-2466 - Rajib Ghosh, Pradeep Kumar, Partha Pratim Roy:
A Dempster-Shafer theory based classifier combination for online Signature recognition and verification systems. 2467-2482 - Feng Jiang, Hongbo Zhao, Junwei Du, Yu Xue, Yanjun Peng:
Outlier detection based on approximation accuracy entropy. 2483-2499 - Anhui Tan, Wei-Zhi Wu, Suwei Shi, Shimei Zhao:
Granulation selection and decision making with multigranulation rough set over two universes. 2501-2513 - Xiaofang Zhang, Xunjie Gou, Zeshui Xu, Huchang Liao:
A projection method for multiple attribute group decision making with probabilistic linguistic term sets. 2515-2528 - Rajkumar Saini, Pradeep Kumar, Barjinder Kaur, Partha Pratim Roy, Debi Prosad Dogra, KC Santosh:
Kinect sensor-based interaction monitoring system using the BLSTM neural network in healthcare. 2529-2540 - Sajad 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. 2541-2561 - Shouchuan Wu, Haitao Zhao, Shaoyuan Sun:
Depth estimation from infrared video using local-feature-flow neural network. 2563-2572 - Xinjun Peng, De Chen:
An \(l_1\) -norm loss based twin support vector regression and its geometric extension. 2573-2588
Volume 10, Number 10, October 2019
- Gwanggil 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. 2589-2591 - Ke Zheng, Lianru Gao, Qiong Ran, Ximin Cui, Bing Zhang, Wenzhi Liao, Sen Jia:
Separable-spectral convolution and inception network for hyperspectral image super-resolution. 2593-2607 - S. K. Lakshmanaprabu, K. Shankar, M. Ilayaraja, Abdul Wahid Nasir, V. Vijayakumar, Naveen K. Chilamkurti:
Random forest for big data classification in the internet of things using optimal features. 2609-2618 - Jiqiang Luo, Jiaji Wu, Shihui Zhao, Lei Wang, Tingfa Xu:
Lossless compression for hyperspectral image using deep recurrent neural networks. 2619-2629 - Jin Wang, Marco Anisetti, Gwanggil Jeon:
Reconstruction of missing color-channel data using a three-step back propagation neural network. 2631-2642 - Alex Adim Obinikpo, Burak Kantarci:
Big data aggregation in the case of heterogeneity: a feasibility study for digital health. 2643-2655 - Imran Ahmed, Misbah Ahmad, Awais Adnan, Awais Ahmad, Murad Khan:
Person detector for different overhead views using machine learning. 2657-2668
- Wentao Li, Witold Pedrycz, Xiaoping Xue, Weihua Xu, Bingjiao Fan:
Fuzziness and incremental information of disjoint regions in double-quantitative decision-theoretic rough set model. 2669-2690 - Yang Liu, Lin Feng, Shenglan Liu, Muxin Sun:
An ELM based local topology preserving hashing. 2691-2708 - Yunfei Chu, Chunyan Feng, Caili Guo, Yaqing Wang:
Network embedding based on deep extreme learning machine. 2709-2724 - Yunfei Ye:
A nonlinear kernel support matrix machine for matrix learning. 2725-2738 - Xiaoli Su, Sen Zhang, Yixin Yin, Wendong Xiao:
Prediction model of hot metal temperature for blast furnace based on improved multi-layer extreme learning machine. 2739-2752 - Wentao Fan, Nizar Bouguila:
Simultaneous clustering and feature selection via nonparametric Pitman-Yor process mixture models. 2753-2766 - Pingxin Wang, Hong Shi, Xibei Yang, Jusheng Mi:
Three-way k-means: integrating k-means and three-way decision. 2767-2777 - Vinath Mekthanavanh, Tianrui Li, Hua Meng, Yan Yang, Jie Hu:
Social web video clustering based on multi-view clustering via nonnegative matrix factorization. 2779-2790 - Weijun Sun, Shengli Xie, Na Han:
Robust discriminant analysis with adaptive locality preserving. 2791-2804 - Der-Chiang Li, Qi-Shi Shi, Hung-Yu Chen:
Building robust models for small data containing nominal inputs and continuous outputs based on possibility distributions. 2805-2822 - Javier Martínez Torres, Carla Iglesias Comesaña, Paulino José García Nieto:
Review: machine learning techniques applied to cybersecurity. 2823-2836 - Keyun Qin, Bo Li, Zheng Pei:
Attribute reduction and rule acquisition of formal decision context based on object (property) oriented concept lattices. 2837-2850 - Iván 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. 2851-2866 - Muhammad 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. 2867-2886 - Guoqiang Zhou, Shuai Zhang, Yi Fan, Jingjin Li, Wenbo Yao, Hongfang Liu:
Recommendations based on user effective point-of-interest path. 2887-2899 - Hossam 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. 2901-2920 - Kavita Singh, Shyam Sundar:
A new hybrid genetic algorithm for the maximally diverse grouping problem. 2921-2940 - Yimin Wen, Yixiu Qin, Keke Qin, Xiaoxia Lu, Pingshan Liu:
Online transfer learning with multiple decision trees. 2941-2962
Volume 10, Number 11, November 2019
- Erik Cuevas, Jorge Gálvez:
An optimization algorithm guided by a machine learning approach. 2963-2991 - Lingling Huang, Chuan-dong Qin:
A novel modified gravitational search algorithm for the real world optimization problem. 2993-3002 - Chunkai Zhang, Panbo Tian, Xudong Zhang, Qing Liao, Zoe Lin Jiang, Xuan Wang:
HashEclat: an efficient frequent itemset algorithm. 3003-3016 - Xin Li, Hu Zhang, Shenmin Song:
A decomposition based multiobjective evolutionary algorithm with self-adaptive mating restriction strategy. 3017-3030 - Meng Wang, Zhen-Hu Ning, Tong Li, Chuangbai Xiao:
Information geometry enhanced fuzzy deep belief networks for sentiment classification. 3031-3042 - Bahareh Nikpour, Hossein Nezamabadi-pour:
A memetic approach for training set selection in imbalanced data sets. 3043-3070 - Bhagat Singh Raghuwanshi, Sanyam Shukla:
Classifying imbalanced data using ensemble of reduced kernelized weighted extreme learning machine. 3071-3097 - Xingjuan Cai, Jiangjiang Zhang, Hao Liang, Lei Wang, Qidi Wu:
An ensemble bat algorithm for large-scale optimization. 3099-3113 - Shaowei Yu, Xuebing Yang, Wensheng Zhang:
PKGCN: prior knowledge enhanced graph convolutional network for graph-based semi-supervised learning. 3115-3127 - Chaohui Yu, Jindong Wang, Yiqiang Chen, Xin Qin:
Transfer channel pruning for compressing deep domain adaptation models. 3129-3144 - Swarnendu Ghosh, Anisha Pal, Shourya Jaiswal, KC Santosh, Nibaran Das, Mita Nasipuri:
SegFast-V2: Semantic image segmentation with less parameters in deep learning for autonomous driving. 3145-3154 - Tao Zhou, Zhixin Li, Canlong Zhang:
Enhance the recognition ability to occlusions and small objects with Robust Faster R-CNN. 3155-3166 - Hongyue Guo, Lidong Wang, Xiaodong Liu:
Dynamic time alignment kernel-based fuzzy clustering of non-equal length vector time series. 3167-3179 - Zhanhui Lu, Fanting Xu, Junqiang Wei, Fangcheng Lv:
Interval stability analysis of power systems with wind turbine based on three-mass shaft model. 3181-3187 - Meihong Su, Yaqing Guo, Changqian Men, Wenjian Wang:
A robust self-weighted SELO regression model. 3189-3199 - Zhenghua Zhou, Weidong Zhang, Jianwei Zhao:
Robust visual tracking using discriminative sparse collaborative map. 3201-3212 - Shuliang Xu, Shenglan Liu, Jian Zhou, Lin Feng:
Fuzzy rough clustering for categorical data. 3213-3223 - Mengmeng Li, Minghao Chen, Weihua Xu:
Double-quantitative multigranulation decision-theoretic rough fuzzy set model. 3225-3244 - Yong Liu, Xiangping Kang, Duoqian Miao, Deyu Li:
A knowledge acquisition method based on concept lattice and inclusion degree for ordered information systems. 3245-3261 - Yanhong She, Xiaoli He, Ting Qian, Qinqin Wang, Wanglin Zeng:
A theoretical study on object-oriented and property-oriented multi-scale formal concept analysis. 3263-3271 - Xiaoyi Deng, Fuzhen Zhuang, Zhiguo Zhu:
Neural variational collaborative filtering with side information for top-K recommendation. 3273-3284 - Saeed Sharifian, Masoud Barati:
An ensemble multiscale wavelet-GARCH hybrid SVR algorithm for mobile cloud computing workload prediction. 3285-3300 - Liping Chen, Gongde Guo:
Ordered smooth representation clustering. 3301-3311 - Rong Xiang, Qin Lu, Ying Jiao, Yufei Zheng, Wenhao Ying, Yunfei Long:
Leveraging writing systems changes for deep learning based Chinese affective analysis. 3313-3325 - Junhai Zhai, Xu Zhou, Sufang Zhang, Tingting Wang:
Ensemble RBM-based classifier using fuzzy integral for big data classification. 3327-3337
Volume 10, Number 12, December 2019
- Shuling Zhang, Bo Zhang, Yongli Su, Jiang-Ling Song:
A novel EEG-complexity-based feature and its application on the epileptic seizure detection. 3339-3348 - Jiaming Zhu, Jinpei Liu, Peng Wu, Huayou Chen, Ligang Zhou:
A novel decomposition-ensemble approach to crude oil price forecasting with evolution clustering and combined model. 3349-3362 - Senlin Cheng, Yang Xu, Ruixue Zong, Chuanhai Wang:
A fast decision making method for mandatory lane change using kernel extreme learning machine. 3363-3369 - Hong-Bo Wang, Xi Liu, Peng Song, Xu-Yan Tu:
Sensitive time series prediction using extreme learning machine. 3371-3386 - Qiao Yan, Mingde Wang, Wenyao Huang, Xupeng Luo, F. Richard Yu:
Automatically synthesizing DoS attack traces using generative adversarial networks. 3387-3396 - Fei Lv, Min Han:
Hyperspectral image classification based on multiple reduced kernel extreme learning machine. 3397-3405 - Zahra Goudarzi, Peyman Adibi, Rolf-Rainer Grigat, Sayyed Mohammad Saeed Ehsani:
Making metric learning algorithms invariant to transformations using a projection metric on Grassmann manifolds. 3407-3416 - Xin Wei, Hui Wang, Bryan W. Scotney, Huan Wan:
Selective multi-descriptor fusion for face identification. 3417-3429 - Xinlei Zhou, Dasen Yan:
Model tree pruning. 3431-3444 - Nailah Al-Madi, Hossam Faris, Seyedali Mirjalili:
Binary multi-verse optimization algorithm for global optimization and discrete problems. 3445-3465 - Shengyang Zhuang, Degang Chen:
A novel algorithm for the vertex cover problem based on minimal elements of discernibility matrix. 3467-3474 - Niko Kaso, Serge Kruk:
Study of the polytope of the \({{\, \mathrm{at \text{-} least}\, }}\) predicate. 3475-3483 - Prateek Keserwani, Tofik Ali, Partha Pratim Roy:
Handwritten Bangla character and numeral recognition using convolutional neural network for low-memory GPU. 3485-3497 - Weichao 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. 3499-3520 - Xue Qiao, Chen Peng, Zhen Liu, Yanfeng Hu:
Word-character attention model for Chinese text classification. 3521-3537 - Siqi Wang, Qiang Liu, Xifeng Guo, En Zhu, Jianping Yin:
Fast and unsupervised outlier removal by recurrent adaptive reconstruction extreme learning machine. 3539-3556 - Somaye Moslemnejad, Javad Hamidzadeh:
A hybrid method for increasing the speed of SVM training using belief function theory and boundary region. 3557-3574 - Nagaraj Balakrishnan, Arunkumar Rajendran, Palanivel Karthigaikumar:
Meticulous fuzzy convolution C means for optimized big data analytics: adaptation towards deep learning. 3575-3586 - Weichen Wu, Yitian Xu:
Accelerating improved twin support vector machine with safe screening rule. 3587-3600 - Habiba Arshad, Muhammad Attique Khan, Muhammad Sharif, Mussarat Yasmin, Muhammad Younus Javed:
Multi-level features fusion and selection for human gait recognition: an optimized framework of Bayesian model and binomial distribution. 3601-3618 - Yibo Wang, Xiangjian Chen, Kai Dong:
Attribute reduction via local conditional entropy. 3619-3634 - Li Zhao, Jie Zhu:
Learning from correlation with extreme learning machine. 3635-3645 - Jafar Tanha:
A multiclass boosting algorithm to labeled and unlabeled data. 3647-3665 - Jinhong Huang, Zhu Liang Yu, Zhenghui Gu, Jun Zhang, Ling Cen:
Sparse and heuristic support vector machine for binary classifier and regressor fusion. 3667-3686 - Xu 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. 3687-3699
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