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International Journal of Machine Learning and Cybernetics, Volume 11
Volume 11, Number 1, January 2020
- Himadri Mukherjee, Sk Md Obaidullah
, KC Santosh
A lazy learning-based language identification from speech using MFCC-2 features. 1-14 - Soodeh Bakhshandeh, Reza Azmi, Mohammad Teshnehlab:
Symmetric uncertainty class-feature association map for feature selection in microarray dataset. 15-32 - Xiaoqing Gu
Extreme vector machine for fast training on large data. 33-53 - Wei Zhou, Shaojie Qiao
Automatic optic disc detection using low-rank representation based semi-supervised extreme learning machine. 55-69 - Zhanjie Song, Kaiyan Cui, Guangtao Cheng:
Image set face recognition based on extended low rank recovery and collaborative representation. 71-80 - Keyun Qin, Hong Lin, Yuting Jiang:
Local attribute reductions of formal contexts. 81-93 - Lidong Wang, Chuang Gao
Wavelet transform-based weighted \(\nu\)-twin support vector regression. 95-110 - Xue-Qiang Zeng
Incomplete label distribution learning based on supervised neighborhood information. 111-121 - Tianlun Zhang, Rong Chen
An uncertainty based incremental learning for identifying the severity of bug report. 123-136 - Sheng-hua Zhong, Xingsheng Huang
Fine-art painting classification via two-channel dual path networks. 137-152 - Xiaoyuan Hu, Bingzhen Sun, Xiangtang Chen:
Double quantitative fuzzy rough set-based improved AHP method and application to supplier selection decision making. 153-167 - Yunxia Zhang, Degen Huang, Hongmei Lin, Li Zou:
Knowledge reasoning approach with linguistic-valued intuitionistic fuzzy credibility. 169-184 - HongFeng Chen, Yue Zhang, Gongfa Li, Yinfeng Fang, Honghai Liu
Surface electromyography feature extraction via convolutional neural network. 185-196 - Xiong Luo
A robust multilayer extreme learning machine using kernel risk-sensitive loss criterion. 197-216 - Chun-Xia Zhang
On selective learning in stochastic stepwise ensembles. 217-230
Volume 11, Number 2, February 2020
- Ruifeng Xu, Zhiyuan Wen, Lin Gui
Ensemble with estimation: seeking for optimization in class noisy data. 231-248 - Imral Gungor, Bulent Gursel Emiroglu, Ahmet Cevahir Cinar
Integration search strategies in tree seed algorithm for high dimensional function optimization. 249-267 - Chih-Min Lin, Ming-Shu Yang:
Type-2 fuzzy cerebellar model articulation control system design for MIMO uncertain nonlinear systems. 269-286 - Yang Cao, Fei Xue, Yuanying Chi, Zhiming Ding, Limin Guo, Zhi Cai, Hengliang Tang:
Effective spatio-temporal semantic trajectory generation for similar pattern group identification. 287-300 - Qiang Hua
Improved variational inference with dynamic routing flow. 301-312 - Hüseyin Kamaci:
Selectivity analysis of parameters in soft set and its effect on decision making. 313-324 - B. Kaviarasan
Non-fragile control protocol for finite-time consensus of stochastic multi-agent systems with input time-varying delay. 325-337 - S. L. Shiva Darshan
An empirical study to estimate the stability of random forest classifier on the hybrid features recommended by filter based feature selection technique. 339-358 - Jorge Gálvez
A hybrid optimization approach based on clustering and chaotic sequences. 359-401 - Li-Ying Hu, Gongde Guo
An augmented Lagrangian alternating direction method for overlapping community detection based on symmetric nonnegative matrix factorization. 403-415 - Dongping Tian, Zhongzhi Shi:
A two-stage hybrid probabilistic topic model for refining image annotation. 417-431 - Duleep Rathgamage Don, Ionut Emil Iacob
DCSVM: fast multi-class classification using support vector machines. 433-447 - Jingli Zhang, Yu Hong
Interactive learning for joint event and relation extraction. 449-461 - Qi Zhu, Nuoya Xu, Sheng-Jun Huang, Jianjun Qian, Daoqiang Zhang:
Adaptive feature weighting for robust Lp-norm sparse representation with application to biometric image classification. 463-474 - Xiaoyu Chen, Jianjun Qi, Xiaomin Zhu, Xin Wang, Zhen Wang
Unlabelled text mining methods based on two extension models of concept lattices. 475-490
Volume 11, Number 3, March 2020
- Natthakan Iam-on
Clustering data with the presence of attribute noise: a study of noise completely at random and ensemble of multiple k-means clusterings. 491-509 - Mitra Javid, Javad Hamidzadeh
An active multi-class classification using privileged information and belief function. 511-524 - Zhibin Jiang, Zekang Bian, Shitong Wang:
Multi-view local linear KNN classification: theoretical and experimental studies on image classification. 525-543 - Xiang-yi Liu, Jian-Cong Fan, Zi-wen Chen:
Improved fuzzy C-means algorithm based on density peak. 545-552 - Gulraiz Khan
A survey on analysis of human faces and facial expressions datasets. 553-571 - Mohamed A. Tawhid
Feature selection based on rough set approach, wrapper approach, and binary whale optimization algorithm. 573-602 - Zinan He
Flexible robust principal component analysis. 603-613 - Junning Zhang, Qunxing Su, Pengyuan Liu
Unsupervised learning of monocular depth and ego-motion with space-temporal-centroid loss. 615-627 - Manel Zoghlami
Multiple instance learning for sequence data with across bag dependencies. 629-642 - Yidong Lin
Granular matrix-based knowledge reductions of formal fuzzy contexts. 643-656 - Li Jiao, Hai-Long Yang
Three-way decision based on decision-theoretic rough sets with single-valued neutrosophic information. 657-665 - Xiaoping Yang, Tongjun Li, Anhui Tan:
Three-way decisions in fuzzy incomplete information systems. 667-674 - Raneem Qaddoura
An efficient clustering algorithm based on the k-nearest neighbors with an indexing ratio. 675-714 - Dejian Yu
Bibliometric analysis of support vector machines research trend: a case study in China. 715-728 - Jun-Rong Jian, Zhi-Hui Zhan
Large-scale evolutionary optimization: a survey and experimental comparative study. 729-745
Volume 11, Number 4, April 2020
- Xizhao Wang, Yanxia Zhao, Farhad Pourpanah
Recent advances in deep learning. 747-750 - Hamideh Hajiabadi
Combination of loss functions for deep text classification. 751-761 - Jian-Wu Bi
A deep neural networks based recommendation algorithm using user and item basic data. 763-777 - Xing Jin, Wenyun Sun, Zhong Jin
A discriminative deep association learning for facial expression recognition. 779-793 - Yi-Qi Hu
A technical view on neural architecture search. 795-811 - Wendong Zheng, Huaping Liu, Bowen Wang, Fuchun Sun:
Cross-modal learning for material perception using deep extreme learning machine. 813-823 - Chunyang Zhang, Qun Dai, Gang Song:
DeepCascade-WR: a cascading deep architecture based on weak results for time series prediction. 825-840 - Yongqing Zhang, Shaojie Qiao
DeepSite: bidirectional LSTM and CNN models for predicting DNA-protein binding. 841-851 - Hong Wang, Qi Xie, Yichen Wu
Single image rain streaks removal: a review and an exploration. 853-872 - Tehseen Zia
Learning deep hierarchical and temporal recurrent neural networks with residual learning. 873-882 - Jiayong Li, Wing W. Y. Ng
Weighted multi-deep ranking supervised hashing for efficient image retrieval. 883-897 - Hanshen Chen
Pothole detection using location-aware convolutional neural networks. 899-911 - Jian Zhang, Shifei Ding
An adversarial non-volume preserving flow model with Boltzmann priors. 913-921 - Zhongmin Wang
Emotion recognition using multimodal deep learning in multiple psychophysiological signals and video. 923-934 - Oscar Déniz-Suárez
Robustness to adversarial examples can be improved with overfitting. 935-944
Volume 11, Number 5, May 2020
- Xizhao Wang, Jinhai Li:
New advances in three-way decision, granular computing and concept lattice. 945-946 - Yiyu Yao
Tri-level thinking: models of three-way decision. 947-959 - Wei-Zhi Wu, Yee Leung:
A comparison study of optimal scale combination selection in generalized multi-scale decision tables. 961-972 - Bo Yang
Complex network analysis of three-way decision researches. 973-987 - Dun Liu
Three-way decisions: beyond rough sets and granular computing. 989-1002 - Hong Yu
An efficient three-way clustering algorithm based on gravitational search. 1003-1016 - Ming-Wen Shao, Meng-Meng Lv, Kenwen Li, Chang-Zhong Wang:
The construction of attribute (object)-oriented multi-granularity concept lattices. 1017-1032 - Fan Min
Three-way active learning through clustering selection. 1033-1046 - Xiuyi Jia
Similarity-based attribute reduction in rough set theory: a clustering perspective. 1047-1060 - Bin Pang
Using single axioms to characterize L-rough approximate operators with respect to various types of L-relations. 1061-1082 - Guangming Lang
A general conflict analysis model based on three-way decision. 1083-1094 - Xueqiu Zhang, Qinghua Zhang
Optimal scale selection by integrating uncertainty and cost-sensitive learning in multi-scale decision tables. 1095-1114 - Yanyan Yang, Shiji Song, Degang Chen, Xiao Zhang:
Discernible neighborhood counting based incremental feature selection for heterogeneous data. 1115-1127 - Di Dai, Huaxiong Li
A co-training approach for sequential three-way decisions. 1129-1139 - Chucai Zhang
Knowledge granularity based incremental attribute reduction for incomplete decision systems. 1141-1157
Volume 11, Number 6, June 2020
- Terence Fusco
Data mining and machine learning approaches for prediction modelling of schistosomiasis disease vectors. 1159-1178 - Jian-Cong Fan, Pei-ling Jia, Linqiang Ge:
Mk-NNG-DPC: density peaks clustering based on improved mutual K-nearest-neighbor graph. 1179-1195 - Huan Wang
A global and local feature weighted method for ancient murals inpainting. 1197-1216 - Yu-Hsiang Hsiao
Integrating MTS with bagging strategy for class imbalance problems. 1217-1230 - Aman Sharma
Drug sensitivity prediction framework using ensemble and multi-task learning. 1231-1240 - Fadi Dornaika
Sparse graphs using global and local smoothness constraints. 1241-1251 - Shicheng Hu
A self-adaptive preference model based on dynamic feature analysis for interactive portfolio optimization. 1253-1266 - Shan Lu, Xianmin Ma:
Adaptive random-based self-organizing background subtraction for moving detection. 1267-1276 - Hamid Reza Shahdoosti
Object-based feature extraction for hyperspectral data using firefly algorithm. 1277-1291 - Lina Zhao
GRPCA21 for recovering a corrupted low-rank matrix. 1293-1305 - Guangyu Ding, Liangxi Qin
Study on the prediction of stock price based on the associated network model of LSTM. 1307-1317 - Gui Yang, Wenping Zheng, Chenhao Che, Wenjian Wang:
Graph-based label propagation algorithm for community detection. 1319-1329 - Yunyu Ge
Selecting park locations using a genetic algorithm and comprehensive satisfaction. 1331-1338 - Lianjie Dong, Degang Chen:
Incremental attribute reduction with rough set for dynamic datasets with simultaneously increasing samples and attributes. 1339-1355 - Meihong Su, Yaqing Guo, Changqian Men, Wenjian Wang:
Correction to: A robust self-weighted SELO regression model. 1357
Volume 11, Number 7, July 2020
- Manisha Singla
A survey of robust optimization based machine learning with special reference to support vector machines. 1359-1385 - Fadi Dornaika
Parameter self-tuning schemes for the two phase test sample sparse representation classifier. 1387-1403 - Farid Saberi Movahed
Supervised feature selection by constituting a basis for the original space of features and matrix factorization. 1405-1421 - Nalluri Madhusudana Rao
Multiobjective hybrid monarch butterfly optimization for imbalanced disease classification problem. 1423-1451 - Lu Liang, Tao Chen, Lunke Fei:
Orientation space code and multi-feature two-phase sparse representation for palmprint recognition. 1453-1461 - Du Ni, Zhi Xiao, Ming Kim Lim
A systematic review of the research trends of machine learning in supply chain management. 1463-1482 - Huanyu Zhao
An online PLA algorithm with maximum error bound for generating optimal mixed-segments. 1483-1499 - Ali Wagdy Mohamed
Gaining-sharing knowledge based algorithm for solving optimization problems: a novel nature-inspired algorithm. 1501-1529 - Weiru Wang
Homo-ELM: fully homomorphic extreme learning machine. 1531-1540 - Vinod Kumar Chauhan
Stochastic trust region inexact Newton method for large-scale machine learning. 1541-1555 - Guanghao Zhang
Unsupervised feature learning with sparse Bayesian auto-encoding based extreme learning machine. 1557-1569 - Rakesh Kumar Yadav
Regularization on a rapidly varying manifold. 1571-1590 - Jian Li
An ORESTE approach for multi-criteria decision-making with probabilistic hesitant fuzzy information. 1591-1609 - Yuxuan Wang, Yutai Hou, Wanxiang Che
From static to dynamic word representations: a survey. 1611-1630 - Shuyue Chen
Fine-tuning of line and slope based on evolutionary mechanism. 1631-1641
Volume 11, Number 8, August 2020
- Pritpal Singh
A novel hybrid time series forecasting model based on neutrosophic-PSO approach. 1643-1658 - Eslam Mohammed Abdelkader
A self-adaptive exhaustive search optimization-based method for restoration of bridge defects images. 1659-1716 - Shaoning Zeng
Dual sparse learning via data augmentation for robust facial image classification. 1717-1734 - Tianyi Huang
An adaptive kernelized rank-order distance for clustering non-spherical data with high noise. 1735-1747 - Adem Pinar
A q-rung orthopair fuzzy multi-criteria group decision making method for supplier selection based on a novel distance measure. 1749-1780 - Li Li, Yongfang Xie, Xiaofang Chen, Weichao Yue, Zhaohui Zeng:
Dynamic uncertain causality graph based on cloud model theory for knowledge representation and reasoning. 1781-1799 - Mohammed Eshtay
A competitive swarm optimizer with hybrid encoding for simultaneously optimizing the weights and structure of Extreme Learning Machines for classification problems. 1801-1823 - Yuhao Shan
Respiratory signal and human stress: non-contact detection of stress with a low-cost depth sensing camera. 1825-1837 - Hubert Cecotti
Rotation invariant descriptors for galaxy morphological classification. 1839-1853 - Phu Pham
W-Metagraph2Vec: a novel approval of enriched schematic topic-driven heterogeneous information network embedding. 1855-1874 - Fang Fu, Zhicai Zhang
An actor-critic reinforcement learning-based resource management in mobile edge computing systems. 1875-1889 - Ronghua Shang, Jiuzheng Song, Licheng Jiao
Double feature selection algorithm based on low-rank sparse non-negative matrix factorization. 1891-1908 - Guanjin Wang
Least squares support vector machines with fast leave-one-out AUC optimization on imbalanced prostate cancer data. 1909-1922 - Shuying Huang, Haijun Zhu, Yong Yang
Deep quantification down-plain-upsampling residual learning for single image super-resolution. 1923-1937 - Bing Liu
Character-level text classification via convolutional neural network and gated recurrent unit. 1939-1949
Volume 11, Number 9, September 2020
- José García
Enhancing a machine learning binarization framework by perturbation operators: analysis on the multidimensional knapsack problem. 1951-1970 - Jie Ji
Fully-connected LSTM-CRF on medical concept extraction. 1971-1979 - Gaurav Srivastava
An evolution strategy based approach for cover scheduling problem in wireless sensor networks. 1981-2006 - JongHyok Ri, Guanzhong Tian, Yong Liu
Extreme learning machine with hybrid cost function of G-mean and probability for imbalance learning. 2007-2020 - Xiaofeng Liu
Unsupervised attribute reduction based on $$\alpha $$-approximate equal relation in interval-valued information systems. 2021-2038 - Yuxin Huang, Zhengtao Yu
Legal public opinion news abstractive summarization by incorporating topic information. 2039-2050 - Hüseyin Hakli
An improved artificial bee colony algorithm for balancing local and global search behaviors in continuous optimization. 2051-2076 - Yuan Fan, Mingwen Shao, Wangmeng Zuo, Qingyun Li:
Unsupervised image-to-image translation using intra-domain reconstruction loss. 2077-2088 - Chaoqun Li, Hua Zhao, Zeshui Xu:
Hesitant fuzzy psychological distance measure. 2089-2100 - Changjun Fan, Li Zeng
A novel learning-based approach for efficient dismantling of networks. 2101-2111 - Liming Yuan
Multiple-instance learning via multiple-point concept based instance selection. 2113-2126 - Debamita Kumar, Pradipta Maji
Selection of relevant texture descriptors for recognition of HEp-2 cell staining patterns. 2127-2147 - Keyu Liu, Xibei Yang, Hualong Yu
Supervised information granulation strategy for attribute reduction. 2149-2163 - Costas Panagiotakis, Harris Papadakis, Paraskevi Fragopoulou
Unsupervised and supervised methods for the detection of hurriedly created profiles in recommender systems. 2165-2179 - Haibo Jiang
An MADM approach to covering-based variable precision fuzzy rough sets: an application to medical diagnosis. 2181-2207
Volume 11, Number 10, October 2020
- Xuejun Wang, Wenjian Wang, Changqian Men:
An adaptive kernel sparse representation-based classification. 2209-2219 - Qiang Li, Lei Chen
PRF-RW: a progressive random forest-based random walk approach for interactive semi-automated pulmonary lobes segmentation. 2221-2235 - Fang Gong, Liangxiao Jiang
Gain ratio weighted inverted specific-class distance measure for nominal attributes. 2237-2246 - Zhihui Lai, Jiaqi Bao, Heng Kong, Minghua Wan, Guowei Yang:
Discriminative low-rank projection for robust subspace learning. 2247-2260 - Haigang Zhang
ELM-MC: multi-label classification framework based on extreme learning machine. 2261-2274 - Daniel L. Elliott, KC Santosh
Gradient boosting in crowd ensembles for Q-learning using weight sharing. 2275-2287 - Yongbin Qin, Lilei Sun, Yong Xu:
Exploring of alternative representations of facial images for face recognition. 2289-2295 - Xue-Guo Xu, Yun Xiong, Dong-Hui Xu, Hu-Chen Liu
Bipolar fuzzy Petri nets for knowledge representation and acquisition considering non-cooperative behaviors. 2297-2311 - Wing W. Y. Ng
Training error and sensitivity-based ensemble feature selection. 2313-2326 - Zhi Wang
Accelerated inexact matrix completion algorithm via closed-form q-thresholding (q = 1/2, 2/3) operator. 2327-2339 - Gyeongmin Kim
Automatic extraction of named entities of cyber threats using a deep Bi-LSTM-CRF network. 2341-2355 - Ziqi Li
Multiplication fusion of sparse and collaborative-competitive representation for image classification. 2357-2369 - Liming Liu, Maoxiang Chu
Twin support vector machine based on adjustable large margin distribution for pattern classification. 2371-2389 - Shih-Yu Li
A novel-designed fuzzy logic control structure for control of distinct chaotic systems. 2391-2406 - Marzieh Davoodabadi Farahani, Nasser Mozayani
Evaluating skills in hierarchical reinforcement learning. 2407-2420
Volume 11, Number 11, November 2020
- Jian-Xun Mi
Generalized two-dimensional PCA based on ℓ 2, p-norm minimization. 2421-2438 - Atul Kumar Verma, Indu Saini, Barjinder Singh Saini
A new BAT optimization algorithm based feature selection method for electrocardiogram heartbeat classification using empirical wavelet transform and Fisher ratio. 2439-2452 - Shuang Xu, Min Yang
Partial label metric learning by collapsing classes. 2453-2460 - Yueyue Hu, Shiliang Sun, Xin Xu
Attentive multi-view reinforcement learning. 2461-2474 - Jian Wang
Topic discovery by spectral decomposition and clustering with coordinated global and local contexts. 2475-2487 - Xijiong Xie:
Multi-view semi-supervised least squares twin support vector machines with manifold-preserving graph reduction. 2489-2499 - Peng Liu, Xuekui Wang, Liangfei Yin, Bing Liu
Flat random forest: a new ensemble learning method towards better training efficiency and adaptive model size to deep forest. 2501-2513 - Sumia Abdulhussien Razooqi Al-Obaidi, Davood Zabihzadeh
Robust metric learning based on the rescaled hinge loss. 2515-2528 - Weili Ding, Bo Hu, Han Liu
Human posture recognition based on multiple features and rule learning. 2529-2540 - Abhay Kumar Alok, Pooja Gupta, Sriparna Saha, Vineet Sharma:
Simultaneous feature selection and clustering of micro-array and RNA-sequence gene expression data using multiobjective optimization. 2541-2563 - Linlin Chen
A novel classification algorithm based on kernelized fuzzy rough sets. 2565-2572 - Haiying Liu, Gongping Yang
Category-preserving binary feature learning and binary codebook learning for finger vein recognition. 2573-2586
Volume 11, Number 12, December 2020
- Nan Han, Shaojie Qiao
A novel handover detection model via frequent trajectory patterns mining. 2587-2606 - Jianhua Dai, Ye Liu, Jiaolong Chen
Fast feature selection for interval-valued data through kernel density estimation entropy. 2607-2624 - Yingguo Jiang, Jun Xu, Tong Zhang
View-independent representation with frame interpolation method for skeleton-based human action recognition. 2625-2636 - Olivier Habimana
Attentive convolutional gated recurrent network: a contextual model to sentiment analysis. 2637-2651 - Le You
Consensus of nonlinear multi-agent systems with fuzzy modelling uncertainties via state-constraint hybrid impulsive protocols. 2653-2664 - Naifeng Wen
Online planning for relative optimal and safe paths for USVs using a dual sampling domain reduction-based RRT* method. 2665-2687 - Wing W. Y. Ng
Incremental hashing with sample selection using dominant sets. 2689-2702 - Naziha Dhibi, Chokri Ben Amar:
Multiresolution analysis relying on Beta wavelet transform and multi-mother wavelet network for a novel 3D mesh alignment and deformation technique. 2703-2717 - Sepehr Hendiani, Lisheng Jiang, Ebrahim Sharifi
Multi-expert multi-criteria decision making based on the likelihoods of interval type-2 trapezoidal fuzzy preference relations. 2719-2741 - Anvar Bahrampour, Vahid Rafe:
Using search-based techniques for testing executable software models specified through graph transformations. 2743-2770 - Andong Wang
A faster tensor robust PCA via tensor factorization. 2771-2791 - Guangmei Xu, Jin Zhou, Jiwen Dong, C. L. Philip Chen, Tong Zhang, Long Chen, Shiyuan Han, Lin Wang, Yuehui Chen:
Multivariate morphological reconstruction based fuzzy clustering with a weighting multi-channel guided image filter for color image segmentation. 2793-2806 - Yang Li, Zeshui Xu, Xinxin Wang, Xizhao Wang:
A bibliometric analysis on deep learning during 2007-2019. 2807-2826 - Sinem Aslan
Benchmarking algorithms for food localization and semantic segmentation. 2827-2847 - Sicen Liu
A hybrid method of recurrent neural network and graph neural network for next-period prescription prediction. 2849-2856
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