Journal: Int. J. Machine Learning & Cybernetics

Volume 12, Issue 9

2443 -- 2458Guoshuai Ma, HongRen Yan, Yuhua Qian, Lingfeng Wang, Chuangyin Dang, Zhongying Zhao. Path-based estimation for link prediction
2459 -- 0Guoshuai Ma, HongRen Yan, Yuhua Qian, Lingfeng Wang, Chuangyin Dang, Zhongying Zhao. Correction to: Path-based estimation for link prediction
2461 -- 2478Muhammad Asim, Kashif Javed, Abdur Rehman, Haroon A. Babri. A new feature selection metric for text classification: eliminating the need for a separate pruning stage
2479 -- 2497Ming-Fu Hsu, Sin-Jin Lin. A BSC-based network DEA model equipped with computational linguistics for performance assessment and improvement
2499 -- 2516Wenyan Cao, Ranfeng Wang, Minqiang Fan, Xiang Fu, Yulong Wang, Zhongtian Guo, Fubo Fan. Froth image clustering with feature semi-supervision through selection and label information
2517 -- 2528Ran Song, Shengxiang Gao, Zhengtao Yu 0001, Yafei Zhang, Gaofeng Zhou. Case2vec: joint variational autoencoder for case text embedding representation
2529 -- 2541Mohammed Al-taezi, Pengfei Zhu, Qinghua Hu, Yu Wang 0106, Abdulrahman Al-Badwi. Self-paced hierarchical metric learning (SPHML)
2543 -- 2557Shun Fu, Guoyin Wang 0001, Ji Xu. hier2vec: interpretable multi-granular representation learning for hierarchy in social networks
2559 -- 2578Lida Abdi, Sattar Hasehmi. Binary domain adaptation with independence maximization
2579 -- 2590Xuanqun Chen, Chun Sing Lai, Wing W. Y. Ng, Keda Pan, Loi Lei Lai, Cankun Zhong. A stochastic sensitivity-based multi-objective optimization method for short-term wind speed interval prediction
2591 -- 2605Jingjing Qiao, Li Wang, Liguo Duan. Sequence and graph structure co-awareness via gating mechanism and self-attention for session-based recommendation
2607 -- 2615Lu Ren, Hongfei Lin, Bo Xu 0009, Liang Yang 0003, Dongyu Zhang. Learning to capture contrast in sarcasm with contextual dual-view attention network
2617 -- 2638Chao Li, Jun Sun 0008, Vasile Palade, Li-Wei Li. Diversity collaboratively guided random drift particle swarm optimization
2639 -- 2657Qing-Qing Pang, Li Zhang 0004. A recursive feature retention method for semi-supervised feature selection
2659 -- 2672Rui Huang 0004, Liuyue Kang. Local positive and negative label correlation analysis with label awareness for multi-label classification
2673 -- 2691Xiaohui Yang, Wenming Wu, Xin Xin, Limin Su, Liugen Xue. Adaptive factorization rank selection-based NMF and its application in tumor recognition
2693 -- 2715Fang Liu, Tianrui Li 0001, Ju wu, Yi Liu. Modification of the BWM and MABAC method for MAGDM based on q-rung orthopair fuzzy rough numbers
2717 -- 2731Miroslav Kárný. Towards on-line tuning of adaptive-agent's multivariate meta-parameter
2733 -- 2746Xuewen Mu, Guishan Dong. A projection and contraction method for circular cone programming support vector machines

Volume 12, Issue 8

2163 -- 2183Nan Hong, Xinxin Wang, Zeshui Xu. Probabilistic reliable linguistic term sets applied to investment project selection with the gained and lost dominance score method
2185 -- 2197Zengshuai Qiu. Online domain description of big data based on hyperellipsoid models
2199 -- 2211Fei Wang 0048, Guorui Wang, Yuxuan Du, Zhenquan He, Yong Jiang. A two-stage temporal proposal network for precise action localization in untrimmed video
2213 -- 2236Jing Zhang, Qun Dai, ChangSheng Yao. meta: a multiple criteria Dynamic Ensemble Pruning technique ad-hoc for time series prediction
2237 -- 2254Liming Liu, Ping Li, Maoxiang Chu, Hongbin Cai. Stochastic gradient support vector machine with local structural information for pattern recognition
2255 -- 2267Dongsheng Zhou, Chongyang Guo, Rui Liu, Chao Che, Deyun Yang, Qiang Zhang 0008, Xiaopeng Wei. Hierarchical learning recurrent neural networks for 3D motion synthesis
2269 -- 2280Xiaocheng Feng, Heng Gong, Yuyu Chen, Yawei Sun, Bing Qin 0001, Wei Bi, Xiaojiang Liu, Ting Liu 0001. Learning number reasoning for numerical table-to-text generation
2281 -- 2295Jiajie Tian, Zhu Teng, Baopeng Zhang, Yanxue Wang, Jianping Fan 0001. Imitating targets from all sides: an unsupervised transfer learning method for person re-identification
2297 -- 2315Fang Li, Fusheng Yu, Xiao Wang 0008, Xiyang Yang, Shihu Liu, Yuming Liu. Integrate new cross association fuzzy logical relationships to multi-factor high-order forecasting model of time series
2317 -- 2325Bo Yang, Jinhai Li. Self-questioning dynamical evolutionary game with altruistic behavior and sharing mechanism in scale-free network
2327 -- 2337Yan Geng, Xiaoe Ruan, Qinghua Zhou, Xuan Yang. Robust adaptive iterative learning control for nonrepetitive systems with iteration-varying parameters and initial state
2339 -- 2348Rajab Ali Borzooei, Gholam Reza Rezaei, G. Muhiuddin, Young Bae Jun. Multipolar fuzzy a-ideals in BCI-algebras
2349 -- 2363Xiao Yao, Jianlong Zhu, Guanying Huo, Ning Xu 0002, Xiaofeng Liu 0006, Ce Zhang. Model-agnostic multi-stage loss optimization meta learning
2365 -- 2376Md. Nawab Yousuf Ali, Md. Lizur Rahman, Jyotismita Chaki, Nilanjan Dey, K. C. Santosh. Machine translation using deep learning for universal networking language based on their structure
2377 -- 2387Zhengfan Chen, Shifei Ding, Haiwei Hou. A novel self-attention deep subspace clustering
2389 -- 2405Jinfeng Wang, Zhenyu He, ShuaiHui Huang, Hao Chen, Wenzhong Wang, Farhad Pourpanah. Fuzzy measure with regularization for gene selection and cancer prediction
2407 -- 2429Haibo Jiang, Jianming Zhan, Degang Chen. Covering-based variable precision L-fuzzy rough sets based on residuated lattices and corresponding applications
2431 -- 2442Juanying Xie, Yinyuan Lu, Zhaozhong Wu, Shengquan Xu, Phil W. Grant. Investigations of butterfly species identification from images in natural environments

Volume 12, Issue 7

1867 -- 1877Weixia Xu, Dingjiang Huang, Shuigeng Zhou. Universal consistency of twin support vector machines
1879 -- 1891Zhongyi Zhai, Peipei Liu, Lingzhong Zhao, Junyan Qian, Bo Cheng 0001. An efficiency-enhanced deep learning model for citywide crowd flows prediction
1893 -- 1911Zehai Gao, Cunbao Ma, Jianfeng Zhang, Weijun Xu. Remaining useful life prediction of integrated modular avionics using ensemble enhanced online sequential parallel extreme learning machine
1913 -- 1938Lin Sun 0002, Xiaoying Qin, Weiping Ding 0001, Jiucheng Xu, Shiguang Zhang. Density peaks clustering based on k-nearest neighbors and self-recommendation
1939 -- 1948Weibo Liu, Zidong Wang, Nianyin Zeng, Fuad E. Alsaadi, Xiaohui Liu 0001. A PSO-based deep learning approach to classifying patients from emergency departments
1949 -- 1971Mehdi Dalir, Nooshin Bigdeli. An Adaptive neuro-fuzzy backstepping sliding mode controller for finite time stabilization of fractional-order uncertain chaotic systems with time-varying delays
1973 -- 1992Elnaz Kalhor, Amin Noori, Ghazaleh Noori. Cancer cells population control in a delayed-model of a leukemic patient using the combination of the eligibility traces algorithm and neural networks
1993 -- 2005Fulan Qian, Yafan Huang, Jianhong Li, Chengjun Wang, Shu Zhao, Yanping Zhang. DLSA: dual-learning based on self-attention for rating prediction
2007 -- 2025Yuanxiang Dong, Xiaoting Cheng, Chenjing Hou, Weijie Chen, Hongbo Shi, Ke Gong. Distance, similarity and entropy measures of dynamic interval-valued neutrosophic soft sets and their application in decision making
2027 -- 2039Gregory Dzhezyan, Hubert Cecotti. Symmetrical filters in convolutional neural networks
2041 -- 2057Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan. A novel binary many-objective feature selection algorithm for multi-label data classification
2059 -- 2068Jiayu Shen. Uncertain two-echelon green supply chain models based on revenue sharing contract
2069 -- 2090Semeh Ben Salem, Sami Naouali, Zied Chtourou. A rough set based algorithm for updating the modes in categorical clustering
2091 -- 2107Priyanka Pal, S. P. Tiwari, Shailendra Singh. L-fuzzy rough automaton: a mathematical model for natural languages
2109 -- 2119Shibing Pei, Changzhong Wang, Xiaodong Fan, Pengfeng Zhu. Cooperative representation of multiscale patch face recognition based on fuzzy decision
2121 -- 2134Hongwei Yin, Wenjun Hu, Fanzhang Li, Jungang Lou. One-step multi-view spectral clustering by learning common and specific nonnegative embeddings
2135 -- 2150Kehua Yuan, Wentao Li 0004, Weihua Xu, Tao Zhan, Libo Zhang, Shuai Liu. A comparative experimental evaluation on performance of type-1 and interval type-2 Takagi-Sugeno fuzzy models
2151 -- 2161Amjad Rehman. Machine learning based air traffic control strategy

Volume 12, Issue 6

1571 -- 1582Yanru Wang, Shifei Ding, Lijuan Wang, Ling Ding. An improved density-based adaptive p-spectral clustering algorithm
1583 -- 1596Yuru Chen, Haitao Zhao, Zhengwei Hu, Jingchao Peng. Attention-based context aggregation network for monocular depth estimation
1597 -- 1607Bowen Liu, Yujian Li, Ting Zhang, Zhaoying Liu. p-norm probabilistic K-means clustering via nonlinear programming
1609 -- 1626Qian Liu, Hangyao Wu, Zeshui Xu. Consensus model based on probability K-means clustering algorithm for large scale group decision making
1627 -- 1637Yuhan Wang, Weidong Xiao, Zhen Tan, Xiang Zhao 0002. Caps-OWKG: a capsule network model for open-world knowledge graph
1639 -- 1647Yingren Huang, Jiaojiao Chen, Shaomin Zheng, Yun Xue, Xiaohui Hu. Hierarchical multi-attention networks for document classification
1649 -- 1665Zhao Zhang, Yong Zhang 0025, Da Guo, Mei Song. A scalable network intrusion detection system towards detecting, discovering, and learning unknown attacks
1667 -- 1686J. Vijayarani, T. V. Geetha. Joint learning of author and citation contexts for computing drift in scholarly documents
1687 -- 1703Caomingzhe Si, Yuechuan Tao, Jing Qiu, Shuying Lai, Junhua Zhao. Deep reinforcement learning based home energy management system with devices operational dependencies
1705 -- 1719Xiaoya Che, Degang Chen, Jusheng Mi. Feature distribution-based label correlation in multi-label classification
1721 -- 1735Izaro Goienetxea, Iñigo Mendialdua, Igor Rodriguez Rodriguez, Basilio Sierra. Problems selection under dynamic selection of the best base classifier in one versus one: PSEUDOVO
1737 -- 1751Seyed Ehsan Roshan, Shahrokh Asadi. Development of ensemble learning classification with density peak decomposition-based evolutionary multi-objective optimization
1753 -- 1768Wei Xue, Ping Zhong, Wensheng Zhang, Gaohang Yu, Yebin Chen. Sample-based online learning for bi-regular hinge loss
1769 -- 1787Zhaowen Li, Zhihong Wang, Qingguo Li, Pei Wang, Ching-Feng Wen. Uncertainty measurement for a fuzzy set-valued information system
1789 -- 1801Tao Ye, Zhihao Zhang, Xi Zhang, Yongran Chen, Fuqiang Zhou. Fault detection of railway freight cars mechanical components based on multi-feature fusion convolutional neural network
1803 -- 1824Zhong Chen 0003, Zhide Fang, Victor Sheng, Jiabin Zhao, Wei Fan 0001, Andrea Edwards, Kun Zhang 0012. Adaptive robust local online density estimation for streaming data
1825 -- 1838Wenjun Yang, Chaoqun Li. Improving crowd labeling using Stackelberg models
1839 -- 1851Zheng Wang, Futian Weng, Jialin Liu, Kai Cao, Muzhou Hou, Juan Wang. Numerical solution for high-dimensional partial differential equations based on deep learning with residual learning and data-driven learning
1853 -- 1865Haojing Shen, Sihong Chen, Ran Wang 0001. A study on the uncertainty of convolutional layers in deep neural networks

Volume 12, Issue 5

1203 -- 1217Chin-Hui Lai, Duen-Ren Liu, Kun-Sin Lien. A hybrid of XGBoost and aspect-based review mining with attention neural network for user preference prediction
1219 -- 1241Chao Zhang, Deyu Li, Jiye Liang, Baoli Wang. MAGDM-oriented dual hesitant fuzzy multigranulation probabilistic models based on MULTIMOORA
1243 -- 1254Lijuan Wang, Shifei Ding, Yanru Wang, Ling Ding. A robust spectral clustering algorithm based on grid-partition and decision-graph
1255 -- 1280Bhagat Singh Raghuwanshi, Sanyam Shukla. Classifying imbalanced data using SMOTE based class-specific kernelized ELM
1281 -- 1296Santhoshkumar Srinivasan, L. D. Dhinesh Babu. A social immunity based approach to suppress rumors in online social networks
1297 -- 1310Rui Li 0026, Xiaodan Wang, Yafei Song, Lei Lei 0008. Hierarchical extreme learning machine with L21-norm loss and regularization
1311 -- 1342Umesh Gupta, Deepak Gupta 0004. Regularized based implicit Lagrangian twin extreme learning machine in primal for pattern classification
1343 -- 1367Lingqiang Li, Bingxue Yao, Jianming Zhan, Qiu Jin. L-fuzzifying approximation operators derived from general L-fuzzifying neighborhood systems
1369 -- 1411Arvind Mahindru, A. L. Sangal. SemiDroid: a behavioral malware detector based on unsupervised machine learning techniques using feature selection approaches
1413 -- 1426Xiaoting Shang, Bin Jia, Kai Yang 0002, Yaping Yuan, Hao Ji. A credibility-based fuzzy programming model for the hierarchical multimodal hub location problem with time uncertainty in cargo delivery systems
1427 -- 1437Han Bao 0012, Weizhi Wu, Jia-Wen Zheng, Tong-Jun Li. Entropy based optimal scale combination selection for generalized multi-scale information tables
1439 -- 1458Xun Wang, Pingxin Wang, Xibei Yang, Yiyu Yao. Attribution reduction based on sequential three-way search of granularity
1459 -- 1481Shengjun Liao, Xianyong Zhang, Zhiwen Mo. Three-level and three-way uncertainty measurements for interval-valued decision systems
1483 -- 1499Ke Zhao, Hongkai Jiang, Li Xingqiu, Ruixin Wang. Ensemble adaptive convolutional neural networks with parameter transfer for rotating machinery fault diagnosis
1501 -- 1516Zhengwei Hu, Jingchao Peng, Haitao Zhao. Dynamic neural orthogonal mapping for fault detection
1517 -- 1544Tahir Sag, Zainab Abdullah Jalil Jalil. Vortex search optimization algorithm for training of feed-forward neural network
1545 -- 1556Xiuyi Jia, Ya Rao, Weiwei Li, Sichun Yang, Hong Yu. An automatic three-way clustering method based on sample similarity
1557 -- 1570Chenglin Wen, Wenchao Qian, Qinghua Zhang, Feilong Cao. Algorithms of matrix recovery based on truncated Schatten p-norm

Volume 12, Issue 4

903 -- 916Qingshan She, Jie Zou, Ming Meng, Yingle Fan, Zhizeng Luo. Balanced Graph-based regularized semi-supervised extreme learning machine for EEG classification
917 -- 930Peng Li, Nannan Wang, Cuiping Wei, Na Zhang. A two-sided matching method considering the lowest value of acceptability with regret theory for probabilistic linguistic term sets
931 -- 942Ying Yu, Huilin Zhu, Lewei Wang, Witold Pedrycz. Dense crowd counting based on adaptive scene division
943 -- 957Fei Xue, Tingting Dong, Siqing You, Yan Liu, Hengliang Tang, Lei Chen, Xi Yang, Juntao Li. A hybrid many-objective competitive swarm optimization algorithm for large-scale multirobot task allocation problem
959 -- 972Weili Zhou, Zhen Zhu. A novel BNMF-DNN based speech reconstruction method for speech quality evaluation under complex environments
973 -- 985Chenyang Song, Zeshui Xu, Jian Hou 0011. An improved TODIM method based on the hesitant fuzzy psychological distance measure
987 -- 1013Weichao Yue, Xiao Liu, Sanyi Li, Weihua Gui, Yongfang Xie. Knowledge representation and reasoning with industrial application using interval-valued intuitionistic fuzzy Petri nets and extended TOPSIS
1015 -- 1030Zhifeng Zhou, Rong Chen, Can Wang, Chengwei Zhang. Dynamic pricing in profit-driven task assignment: a domain-of-influence based approach
1031 -- 1040Patrick P. K. Chan, Meng Xiao, Xinran Qin, Natasha Kees. Dynamic fusion for ensemble of deep Q-network
1041 -- 1065Yi Xu, Quan Wang, Weikang Sun. Matrix-based incremental updating approximations in multigranulation rough set under two-dimensional variation
1067 -- 1081Niloofer Shanavas, Hui Wang 0001, Zhiwei Lin 0002, Glenn I. Hawe. Knowledge-driven graph similarity for text classification
1083 -- 1095Guangyun Tan, Peipei Wei, Yongyi He, Huahu Xu, Xinxin Shi, Ping Yi. An algorithm based on valuation forecasting for game tree search
1097 -- 1113Jianrui Chen, Bo Wang, Zhiping Ouyang, Zhihui Wang. Dynamic clustering collaborative filtering recommendation algorithm based on double-layer network
1115 -- 1136Golnaz Baghdadi, Mahmood Amiri, Egidio Falotico, Cecilia Laschi. Recurrence quantification analysis of EEG signals for tactile roughness discrimination
1137 -- 1150Sunil Aryal, K. C. Santosh, Richard Dazeley. usfAD: a robust anomaly detector based on unsupervised stochastic forest
1151 -- 1171Kentaro Mori, Hiroshi Nakajima, Yutaka Hata. Automated worker skill evaluation for improving productivity based on labeled LDA
1173 -- 1189Rihem Mahmoud, Selma Belgacem, Mohamed-Nazih Omri. Towards wide-scale continuous gesture recognition model for in-depth and grayscale input videos
1191 -- 1201Hong Zhu, Han Liu, Ai-Min Fu. Class-weighted neural network for monotonic imbalanced classification

Volume 12, Issue 3

611 -- 624Juntao Fei, Zhilin Feng. Adaptive super-twisting sliding mode control for micro gyroscope based on double loop fuzzy neural network structure
625 -- 633Yanghua Fan, Dongfang Li, Yifan Liu, Ming Feng, Qingcai Chen, Renzhi Wang. Toward better prediction of recurrence for Cushing's disease: a factorization-machine based neural approach
635 -- 649Ali Hassani, Amir Iranmanesh, Mahdi Eftekhari, Abbas Salemi. DISCERN: diversity-based selection of centroids for k-estimation and rapid non-stochastic clustering
651 -- 660Bolin Chen, Tiesong Zhao, Jiahui Liu, Liqun Lin. Multipath feature recalibration DenseNet for image classification
661 -- 687Dajun Ye, Decui Liang, Tao Li 0030, Shujing Liang. Multi-classification decision-making method for interval-valued intuitionistic fuzzy three-way decisions and its application in the group decision-making
689 -- 698Yugen Yi, Yanjiao Shi, Wenle Wang, Gang Lei, Jiangyan Dai, Hao Zheng. Combining Boundary Detector and SND-SVM for Fast Learning
699 -- 717Sudipta Midya, Sankar Kumar Roy, Vincent F. Yu. Intuitionistic fuzzy multi-stage multi-objective fixed-charge solid transportation problem in a green supply chain
719 -- 731Xiaofei Yang, Zhiling Cai, Ruijia Li, William Zhu. GDPC: generalized density peaks clustering algorithm based on order similarity
733 -- 745Chao Zhang, Huaxiong Li, Chunlin Chen, Xianzhong Zhou. Nonnegative representation based discriminant projection for face recognition
747 -- 762Samaneh Rezaei, Jafar Tahmoresnezhad, Vahid Solouk. A transductive transfer learning approach for image classification
763 -- 781Intisar Md Chowdhury, Kai Su, Qiangfu Zhao. MS-NET: modular selective network
783 -- 806Laith Mohammad Abualigah, Bisan Alsalibi, Mohammad Shehab, Mohammad Alshinwan, Ahmad M. Khasawneh, Hamzeh Alabool. A parallel hybrid krill herd algorithm for feature selection
807 -- 821Lin Guo, Qun Dai. Laplacian regularized low-rank sparse representation transfer learning
823 -- 841Danfeng Zhuang, Min Jiang, Jun Kong, Tianshan Liu. Spatiotemporal attention enhanced features fusion network for action recognition
843 -- 858Nectarios Costadopoulos, Md Zahidul Islam 0001, David Tien. A knowledge discovery and visualisation method for unearthing emotional states from physiological data
859 -- 875Wen-hui Hou, Yi-ting Wang, Jian-qiang Wang 0001, Peng-Fei Cheng, Lin Li. Intuitionistic fuzzy c-means clustering algorithm based on a novel weighted proximity measure and genetic algorithm
877 -- 890Hongmin Liu 0001, Yujie Liu, Miaomiao Fu, Yuhui Wei, Zhanqiang Huo, Yingxu Qiao. Towards learning line descriptors from patches: a new paradigm and large-scale dataset
891 -- 901Mengwei Zhao, Guiwu Wei 0001, Cun Wei, Jiang Wu 0002. Improved TODIM method for intuitionistic fuzzy MAGDM based on cumulative prospect theory and its application on stock investment selection

Volume 12, Issue 2

281 -- 301Yunlong Cheng, Qinghua Zhang, Guoyin Wang 0001. Optimal scale combination selection for multi-scale decision tables based on three-way decision
303 -- 342Mohammad Masoud Javidi. Feature selection schema based on game theory and biology migration algorithm for regression problems
343 -- 354Jun Liu 0044, Shuang Zheng, Guangxia Xu, Mingwei Lin. Cross-domain sentiment aware word embeddings for review sentiment analysis
355 -- 363Tongxuan Zhang, Hongfei Lin, Michael M. Tadesse, Yuqi Ren, Xiaodong Duan, Bo Xu 0009. Chinese medical relation extraction based on multi-hop self-attention mechanism
365 -- 383Seyed Mohsen Fatemi, Seyed Mohsen Hosseini, Ali Kamandi, Mahmood Shabankhah. CL-MAX: a clustering-based approximation algorithm for mining maximal frequent itemsets
385 -- 431Hasna Fourati, Rihab Maaloul, Lamia Chaari. A survey of 5G network systems: challenges and machine learning approaches
433 -- 457Xi'ao Ma. Fuzzy entropies for class-specific and classification-based attribute reducts in three-way probabilistic rough set models
459 -- 475Amin Hashemi, Mohammad Bagher Dowlatshahi, Hossein Nezamabadi-pour. A bipartite matching-based feature selection for multi-label learning
477 -- 488Shi Feng, Kaisong Song, Daling Wang, Wei Gao 0001, Yifei Zhang 0003. InterSentiment: combining deep neural models on interaction and sentiment for review rating prediction
489 -- 499Shumei Zhang, Victor Callaghan. Real-time human posture recognition using an adaptive hybrid classifier
501 -- 513Ping Yuan, Biao Wang, Zhizhong Mao. Using multiple classifier behavior to develop a dynamic outlier ensemble
515 -- 528Radhia Fezai, Kamaleldin Abodayeh, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou. Fault diagnosis of biological systems using improved machine learning technique
529 -- 540Weibo Liu, Zidong Wang, Nianyin Zeng, Yuan Yuan 0006, Fuad E. Alsaadi, Xiaohui Liu 0001. A novel randomised particle swarm optimizer
541 -- 553Ling Ding, Shifei Ding, Yanru Wang, Lijuan Wang, Hongjie Jia. M-pSC: a manifold p-spectral clustering algorithm
555 -- 569Yanxia Li, Yi Chai, Hongpeng Yin, Bo Chen. A novel feature learning framework for high-dimensional data classification
571 -- 596Gaurav Dhiman, Krishna Kant Singh, Adam Slowik, Victor Chang 0001, Ali Riza Yildiz, Amandeep Kaur, Meenakshi Garg. EMoSOA: a new evolutionary multi-objective seagull optimization algorithm for global optimization
597 -- 609Tian Jin, Qiong Wu, Xuan Ou, Jianjun Yu. Community detection and co-author recommendation in co-author networks

Volume 12, Issue 12

3367 -- 3378Miroslav Kárný, Frantisek Hula. Fusion of probabilistic unreliable indirect information into estimation serving to decision making
3379 -- 3395Zhi Wang 0015, Dong Hu, Xiaohu Luo, Wendong Wang, Jianjun Wang, Wu Chen. Performance guarantees of transformed Schatten-1 regularization for exact low-rank matrix recovery
3397 -- 3414Qian Guo, Yuhua Qian, Xinyan Liang, Yanhong She, Deyu Li, Jiye Liang. Logic could be learned from images
3415 -- 3436Linxi Yang, Guoquan Li, Zhiyou Wu, Changzhi Wu. 2-norm twin support vector machine
3437 -- 3447Mingwen Shao, Shuqi Liu, Ran Wang, Gaozhi Zhang. An Adversarial sample defense method based on multi-scale GAN
3449 -- 3461Saeedeh Zebhi, Seyed Mohammad T. Almodarresi, Vahid Abootalebi. Human activity recognition using pre-trained network with informative templates
3463 -- 3474Qiqi Zhao, Huifang Ma, Xiaohong Li 0012, Zhixin Li. Is the simple assignment enough? Exploring the interpretability for community detection
3475 -- 3490Jun Zhang, Deyou Liu, Yuechao Ma. Delay-dependent stability analysis of nonlinear truck-trailer systems based on non-fragile memory sampled-data via fuzzy control
3491 -- 3501Min Li, Tianyi Huang, William Zhu. Adaptive exploration policy for exploration-exploitation tradeoff in continuous action control optimization
3503 -- 3515Yuxuan Wang 0001, Zhi-Lei Zhao, Wanxiang Che. Character-Level Syntax Infusion in Pre-Trained Models for Chinese Semantic Role Labeling
3517 -- 3528Ziyan Yang, Haibo Mei, Wenyong Wang, Dongdai Zhou, Kun Yang 0001. Joint resource allocation for emotional 5G IoT systems using deep reinforcement learning
3529 -- 3539Xiaofeng Wang 0004, Jianhua Li 0001, Li Yang, Hongmei Mi, Jia Yuan Yu. Weakly-supervised learning for community detection based on graph convolution in attributed networks
3541 -- 3560Vahid Mohagheghi, Seyed Meysam Mousavi. A new multi-period optimization model for resilient-sustainable project portfolio evaluation under interval-valued Pythagorean fuzzy sets with a case study
3561 -- 3572Xin Yi, Anmin Zhu, Simon X. Yang, Daming Shi. An improved neural dynamics based approach with territorial mechanism to online path planning of multi-robot systems
3573 -- 3583Yuan Xie 0007, Kan Xie, Shengli Xie. Underdetermined blind source separation of speech mixtures unifying dictionary learning and sparse representation
3585 -- 3595Yufeng Wei, Aiguo Han, Xinhua Xue. A data-driven study for evaluating the compressive strength of high-strength concrete
3597 -- 3605Xinyao Guo, Chuangyin Dang, Jianqing Liang, Wei Wei 0018, Jiye Liang. Metric learning with clustering-based constraints
3607 -- 3627Kai Hu 0006, Jiasheng Wu, Liguo Weng, Yanwen Zhang, Fei Zheng, Zichao Pang, Min Xia. A novel federated learning approach based on the confidence of federated Kalman filters

Volume 12, Issue 11

3049 -- 3051Xiaochun Cheng, Chengqi Zhang, Yi Qian, Moayad Aloqaily, Yang Xiao. Editorial: deep learning for 5G IoT systems
3053 -- 3067Imran Ahmed 0002, Misbah Ahmad, Awais Ahmad 0001, Gwanggil Jeon. Top view multiple people tracking by detection using deep SORT and YOLOv3 with transfer learning: within 5G infrastructure
3069 -- 3080Zhongqin Bi, Ling Yu, Honghao Gao, Ping Zhou, Hongyang Yao. Improved VGG model-based efficient traffic sign recognition for safe driving in 5G scenarios
3081 -- 3099Rui Yu, Wenpeng Lu, Huimin Lu, Shoujin Wang, Fangfang Li, Xu Zhang, Jiguo Yu. Sentence pair modeling based on semantic feature map for human interaction with IoT devices
3101 -- 3114Muneer O. Bani Yassein, Shadi A. Aljawarneh, Mohammad Eyadat, Eman Eaydat. Routing protocol for low power and lossy network-load balancing time-based
3115 -- 3127Farhan Ullah, Muhammad Rashid Naeem, Leonardo Mostarda, Syed Aziz Shah. Clone detection in 5G-enabled social IoT system using graph semantics and deep learning model
3129 -- 3144Ning Hu, Zhihong Tian, Hui Lu, Xiaojiang Du, Mohsen Guizani. A multiple-kernel clustering based intrusion detection scheme for 5G and IoT networks
3145 -- 3167Ili Ko, Desmond Chambers, Enda Barrett. Recurrent autonomous autoencoder for intelligent DDoS attack mitigation within the ISP domain
3169 -- 3178Yuteng Xiao, Hongsheng Yin 0001, Tianhong Duan, Honggang Qi, Yudong Zhang, Alireza Jolfaei, Kaijian Xia. An Intelligent prediction model for UCG state based on dual-source LSTM
3179 -- 3202Ivan Cvitic, Dragan Perakovic, Marko Perisa, Brij B. Gupta. Ensemble machine learning approach for classification of IoT devices in smart home
3203 -- 3219Imran Ashraf, Yousaf Bin Zikria, Soojung Hur, Ali Kashif Bashir, Thamer Alhussain, Yongwan Park. Localizing pedestrians in indoor environments using magnetic field data with term frequency paradigm and deep neural networks
3221 -- 3233Rajkumar Kulandaivel, Manikandan Ramachandran, Fadi M. Al-Turjman, Rizwan Patan. A reinforcement learning optimization for future smart cities using software defined networking
3235 -- 3248Dac-Nhuong Le, Velmurugan Subbiah Parvathy, Deepak Gupta 0002, Ashish Khanna, Joel J. P. C. Rodrigues, K. Shankar 0002. IoT enabled depthwise separable convolution neural network with deep support vector machine for COVID-19 diagnosis and classification
3249 -- 3260Mohamed Elhoseny, Mahmoud Mohamed Selim, K. Shankar 0002. Optimal Deep Learning based Convolution Neural Network for digital forensics Face Sketch Synthesis in internet of things (IoT)
3261 -- 3294Thompson Stephan, Fadi M. Al-Turjman, K. Suresh Joseph, Balamurugan Balusamy. Energy and spectrum aware unequal clustering with deep learning based primary user classification in cognitive radio sensor networks
3295 -- 3307Hongqiao Chen, Keda Lu, Xianmin Wang, Jin Li. Generating transferable adversarial examples based on perceptually-aligned perturbation
3309 -- 3323Pavika Sharma, Achyut Shankar, Xiaochun Cheng. Reduced PAPR Model Predictive Control based FBMC/OQAM signal for NB-IoT paradigm
3325 -- 3336Huali Ren, Teng Huang, Hongyang Yan. Adversarial examples: attacks and defenses in the physical world
3337 -- 3349Muder Almiani, Alia Abu Ghazleh, Yaser Jararweh, Abdul Razaque. DDoS detection in 5G-enabled IoT networks using deep Kalman backpropagation neural network
3351 -- 3365Jianfeng Guan, Junxian Cai, Haozhe Bai, Ilsun You. Deep transfer learning-based network traffic classification for scarce dataset in 5G IoT systems

Volume 12, Issue 10

2747 -- 2759Meng Wang 0014, Jing Yu 0005, Zhen-Hu Ning, Chuangbai Xiao. Compressed sensing using generative models based on fisher information
2761 -- 2775Hui Zhao, Xu Tan, Fang Liu 0017. A decision making model based on intuitionistic multiplicative preference relations with approximate consistency
2777 -- 2793Di Xu, Mingyuan Bai, Tianhang Long, Junbin Gao. LSTM-assisted evolutionary self-expressive subspace clustering
2795 -- 2807Fei Wang 0048, Zhenquan He, Xing Zhang, Yong Jiang. LHFF-Net: Local heterogeneous feature fusion network for 6DoF pose estimation
2809 -- 2823Junmin Liu, Zhuangzhuang Xie, Chunxia Zhang 0002, Guang Shi. A novel method for Mandarin speech synthesis by inserting prosodic structure prediction into Tacotron2
2825 -- 2841Xiaoning Yuan, Hang Yu, Jun Liang, Bing Xu. A novel density peaks clustering algorithm based on K nearest neighbors with adaptive merging strategy
2843 -- 2857Shanhua Zhan, Weijun Sun, Cuifeng Du, Weifang Zhong. Diversity-promoting multi-view graph learning for semi-supervised classification
2859 -- 2886Rubén Nogales, Marco E. Benalcázar. Hand gesture recognition using machine learning and infrared information: a systematic literature review
2887 -- 2898Jiahui Wei, Huifang Ma, Yuhang Liu, Zhixin Li, Ning Li. Hierarchical high-order co-clustering algorithm by maximizing modularity
2899 -- 2916Kun Xie, You Wu, Jing Xiao, Jingjing Li, Guohui Xiao 0001, Yang Cao. Unsupervised person re-identification via K-reciprocal encoding and style transfer
2917 -- 2932Meng Li 0007, Zengru Di, Wenqi Liu. Trust consistency in public data games on complex networks
2933 -- 2945Yuanyuan Liu, Yuechao Ma. ∞ and passivity analysis for T-S fuzzy system with non-fragile memory sampled-data control via augment Lyapunov-Krasovskii functional
2947 -- 2961Wei Du, Shifei Ding, Chenglong Zhang, Shuying Du. Modified action decoder using Bayesian reasoning for multi-agent deep reinforcement learning
2963 -- 2988Wei Zeng 0003, Chengzhi Yuan. ECG arrhythmia classification based on variational mode decomposition, Shannon energy envelope and deterministic learning
2989 -- 3009Dickson Odhiambo Owuor, Thomas Runkler, Anne Laurent, Joseph Onderi Orero, Edmond Odhiambo Menya. Ant colony optimization for mining gradual patterns
3011 -- 3022Can Ke, Chuandong Li 0001, Yiyan Han, Le You. Adaptive fuzzy leader-following consensus for nonlinear multi-agent systems via state-constraint impulsive control
3023 -- 3036Xiaozhao Fang, Zhihu Liu, Na Han, Lin Jiang, Shaohua Teng. Discrete matrix factorization hashing for cross-modal retrieval
3037 -- 3048Haihua Gu, Xiaoping Li, Muyao Liu, Shuang Wang. Scheduling method with adaptive learning for microservice workflows with hybrid resource provisioning

Volume 12, Issue 1

1 -- 15You Li, Huaxiong Li, Bo Wang 0027, Min Zhou, Mei Jin. Multi-objective unit commitment optimization with ultra-low emissions under stochastic and fuzzy uncertainties
17 -- 38Chengxiang Hu, Li Zhang. Dynamic dominance-based multigranulation rough sets approaches with evolving ordered data
39 -- 52Jinkun Chen, Jusheng Mi, Bin Xie 0003, Yaojin Lin. Attribute reduction in formal decision contexts and its application to finite topological spaces
53 -- 71Gizem Nur Karagoz, Adnan Yazici, Tansel Dökeroglu, Ahmet Cosar. A new framework of multi-objective evolutionary algorithms for feature selection and multi-label classification of video data
73 -- 86Xinnan Lin, Feiwei Qin, Yong Peng, Yanli Shao. Fine-grained pornographic image recognition with multiple feature fusion transfer learning
87 -- 102Hangxu Ji, Gang Wu 0007, Guoren Wang. Accelerating ELM training over data streams
103 -- 116Patrick P. K. Chan, Zhi-Min He, Xian Hu, Eric C. C. Tsang, Daniel S. Yeung, Wing W. Y. Ng. Causative label flip attack detection with data complexity measures
117 -- 130Shanshan Liu, Wenjie Nie, Dongfa Gao, Hao Yang, Jun Yan, Tianyong Hao. Clinical quantitative information recognition and entity-quantity association from Chinese electronic medical records
131 -- 150Andrea H. del Río, Itzel Aranguren, Diego Oliva, Mohamed E. Abd Elaziz, Erik Cuevas. Efficient image segmentation through 2D histograms and an improved owl search algorithm
151 -- 169Bo Li 0080, Zeshui Xu, Yixin Zhang. Two-stage multi-sided matching dispatching models based on improved BPR function with probabilistic linguistic term sets
171 -- 185Oualid Laiadi, Abdelmalik Ouamane, Abdelhamid Benakcha, Abdelmalik Taleb-Ahmed, Abdenour Hadid. A weighted exponential discriminant analysis through side-information for face and kinship verification using statistical binarized image features
187 -- 200Qianqian Wang, Haitao Zhao 0004, Zhengwei Hu, Yuru Chen, Yuqi Li. Discrete convolutional CRF networks for depth estimation from monocular infrared images
201 -- 222Zewen Li, Yichao He, Ya Li, Xiaohu Guo. A hybrid grey wolf optimizer for solving the product knapsack problem
223 -- 230Xin Yuan, Michael John Liebelt, Peng Shi 0001, Braden J. Phillips. Creating rule-based agents for artificial general intelligence using association rules mining
231 -- 241Adolfo Perrusquía, Wen Yu 0001, Xiaoou Li. Multi-agent reinforcement learning for redundant robot control in task-space
243 -- 256Weikang Li, Jinjin Li, Jianxin Huang, Weizhong Dai, Xiaoping Zhang. A new rough set model based on multi-scale covering
257 -- 269Zhongwu Xie, Weipeng Cao, Zhong Ming 0001. A further study on biologically inspired feature enhancement in zero-shot learning
271 -- 280Chunkai Zhang, Wei Zuo, Ao Yin, Xuan Wang 0002, Chuanyi Liu. ADET: anomaly detection in time series with linear time