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ORCIDInternational Journal of Machine Learning and Cybernetics, Volume 14
Volume 14, Number 1, January 2023
- Hui Wang, Ivo Düntsch, Gongde Guo, Sadiq Ali Khan:
Special issue on small data analytics. 1-2
- Palash Sahoo, Dipak Kumar Jana
, Sutapa Pramanik, Goutam Panigrahi:
Implement an uncertain vector approach to solve entropy-based four-dimensional transportation problems with discounted costs. 3-31 - Serif Özlü:
Generalized Dice measures of single valued neutrosophic type-2 hesitant fuzzy sets and their application to multi-criteria decision making problems. 33-62 - Suhui Wang, Fei-Fei Ye, Long-Hao Yang, Jun Liu, Hui Wang, Luis Martínez:
Micro-extended belief rule-based system with activation factor and parameter optimization for industrial cost prediction. 63-78 - Qingshuo Zhang, Eric C. C. Tsang, Qiang He, Meng Hu:
Distance metric learning with local multiple kernel embedding. 79-92 - Lankun Guo, Zhenhua Jia, Guozhi Ma, Jinhai Li:
An iterative recommendation model of supporting personalized learning based on schematic patterns mining from schema-enhanced contexts of problem-solving. 93-115 - Menghan Chen, Chao-Hua Yu, Gongde Guo, Song Lin:
Faster quantum ridge regression algorithm for prediction. 117-124 - Guangmin Li, Hui Wang, Yi Ding, Kangan Zhou, Xiaowei Yan:
Data augmentation for aspect-based sentiment analysis. 125-133 - Markus Bayer, Marc-André Kaufhold, Björn Buchhold, Marcel Keller, Jörg Dallmeyer, Christian Reuter:
Data augmentation in natural language processing: a novel text generation approach for long and short text classifiers. 135-150 - Ivonne Monarca, Franceli L. Cibrian, Edgar Chávez, Monica Tentori:
Using a small dataset to classify strength-interactions with an elastic display: a case study for the screening of autism spectrum disorder. 151-169 - André Luiz Carvalho Ottoni, Raphael M. de Amorim, Marcela Silva Novo, Daniel B. da Costa:
Tuning of data augmentation hyperparameters in deep learning to building construction image classification with small datasets. 171-186 - Anshul Bhatia, Anuradha Chug, Amit Prakash Singh, Dinesh Singh:
Fractional mega trend diffusion function-based feature extraction for plant disease prediction. 187-212 - Shuo Liu, Yi Cao, Junxiu Liu, Xuemei Ding, Damien Coyle:
A novelty detection approach to effectively predict conversion from mild cognitive impairment to Alzheimer's disease. 213-228 - Hanen Ameur, Hasna Njah, Salma Jamoussi:
Merits of Bayesian networks in overcoming small data challenges: a meta-model for handling missing data. 229-251 - Zhiqi Wei, Huan Li, Yuechao Ma:
Observer-based mixed H∞ and passive control for T-S fuzzy semi-Markovian jump systems with time-varying delay via sliding mode method. 253-268 - Shu Liu, Bo Wang, Huaxiong Li, Chunlin Chen, Zhi Wang:
Continual portfolio selection in dynamic environments via incremental reinforcement learning. 269-279 - Zhong Zhang, Zhiping Wu, Hong Zhao, Minjie Hu:
Knowledge transfer based hierarchical few-shot learning via tree-structured knowledge graph. 281-294 - Tianming Wang, Wenjie Lu, Huan Yu, Dikai Liu:
Modular transfer learning with transition mismatch compensation for excessive disturbance rejection. 295-311 - Ziyu Zhang, Yuelin Gao:
Solving large-scale global optimization problems and engineering design problems using a novel biogeography-based optimization with Lévy and Brownian movements. 313-346 - Guodong Zhao, Zhiyong Zhou, Li Sun, Junming Zhang:
Effective weight function in graphs-based discriminant neighborhood embedding. 347-360
Volume 14, Number 2, February 2023
- Huimin Lu, Yichuan Wang, Yujie Li:
Introduction to meta learning for internet of multimedia things. 361-362 - Jianping Gou, Xiangshuo Xiong, Hongwei Wu, Lan Du, Shaoning Zeng, Yunhao Yuan, Weihua Ou:
Locality-constrained weighted collaborative-competitive representation for classification. 363-376 - Shenming Li, Lin Feng, Linsong Xue, Yifan Wang, Dong Wang:
Learning relations in human-like style for few-shot fine-grained image classification. 377-385 - Fudong Li, Dongyang Gao, Yuequan Yang, Junwu Zhu:
Small target deep convolution recognition algorithm based on improved YOLOv4. 387-394 - Ning Lv, Zenghui Zhang, Cong Li, Jiaxuan Deng, Tao Su, Chen Chen, Yang Zhou:
A hybrid-attention semantic segmentation network for remote sensing interpretation in land-use surveillance. 395-406 - Ce Li, Shuxing Xuan, Fenghua Liu, Enbing Chang, Hailei Wu:
Global attention network for collaborative saliency detection. 407-417 - Peng Liu, Yueyue Wang, Angang Du, Liqiang Zhang, Bin Wei, Zhaorui Gu, Xiaodong Wang, Haiyong Zheng, Juan Li:
Disentangling latent space better for few-shot image-to-image translation. 419-427 - Kangkang Zhang, Benying Tan, Shuxue Ding, Yujie Li, Guangwei Li:
Device-free indoor localization based on sparse coding with nonconvex regularization and adaptive relaxation localization criteria. 429-443 - Jian Cheng, Fengquan Zhang, Guiling Wang, Wancai Zhang:
A multi-stage fusion instance learning method for anomalous event detection in videos. 445-454 - You Zhou, Fan Yu:
Complete interest propagation from part for visual relation of interest detection. 455-465 - Hani Ragab Hassen, Yassin Zain Alabdeen, Mohamed Medhat Gaber, Megha Sharma:
D2TS: a dual diversity tree selection approach to pruning of random forests. 467-481 - Guanghai Liu, Jing-Yu Yang:
Exploiting deep textures for image retrieval. 483-494 - Naimeh Alipour, Jafar Tahmoresnezhad:
Cross-domain pattern classification with heterogeneous distribution adaptation. 495-511 - Jie Wen, Zhixia Zhang, Yang Lan, Zhihua Cui, Jianghui Cai, Wensheng Zhang:
A survey on federated learning: challenges and applications. 513-535 - Tong Zhang, Guoshan Zhang, Min Yan, Yueming Zhang:
Attention-based adaptive context network for anchor-free instance segmentation. 537-549 - Shuping Sun, Yaonan Tong, Biqiang Zhang, Bowen Yang, Long Yan, Peiguang He, Hong Xu:
A novel adaptive methodology for removing spurious components in a modified incremental Gaussian mixture model. 551-566 - Ding Zhang, Youlong Yang, Haiquan Qiu:
Two-stage semi-supervised clustering ensemble framework based on constraint weight. 567-586 - Yanjun Wang, Bing Yan, Xiaoxuan Hu, Wei Xia, Huawei Ma, Peng Jin:
A two-stage personalized feedback mechanism considering dynamic interactive behavior under social network in large-group emergency task scheduling schemes selection. 587-607 - Lin Sun, Xinya Wang, Weiping Ding, Jiucheng Xu, Huili Meng:
TSFNFS: two-stage-fuzzy-neighborhood feature selection with binary whale optimization algorithm. 609-631 - Qing Cheng, Yanghui Fu, Jincai Huang, Guangquan Cheng, Hang Du:
Event detection based on the label attention mechanism. 633-641
Volume 14, Number 3, March 2023
- Zhou Lu, Guanghai Liu, Fen Lu, Bo-Jian Zhang:
Image retrieval using dual-weighted deep feature descriptor. 643-653 - Hai-Lin Zhang, Min-Rong Chen, Pei-Shan Li, Jun-Jie Huang:
An improved Harris Hawks optimizer combined with extremal optimization. 655-682 - Chunkai Zhang, Xinyu Wang, Jiahua Zhang, Shaocong Li, Hanyu Zhang, Chuanyi Liu, Peiyi Han:
VESC: a new variational autoencoder based model for anomaly detection. 683-696 - Meng Han, Hongxin Wu, Zhiqiang Chen, Muhang Li, Xilong Zhang:
A survey of multi-label classification based on supervised and semi-supervised learning. 697-724 - Huipu Xu, Xiangyang Long, Min Wang:
UUGAN: a GAN-based approach towards underwater image enhancement using non-pairwise supervision. 725-738 - Jie Li, Yifan Wang, Chongju Luo, Weixi Zhou, Zhicheng Dong:
CNN-LDNF: an image feature representation approach with multi-space mapping. 739-759 - Jian-Xun Mi, Zhonghao Zhang, Debao Tai, Li-Fang Zhou, Wei Jia:
Learning exclusive discriminative semantic information for zero-shot learning. 761-772 - Jianjun Zhang, Ting Wang, Wing W. Y. Ng, Witold Pedrycz:
Perturbation-based oversampling technique for imbalanced classification problems. 773-787 - Liqin Sun, Youlong Yang, Yuanyuan Liu, Tong Ning:
Feature selection based on a hybrid simplified particle swarm optimization algorithm with maximum separation and minimum redundancy. 789-816 - Manyi Liu, Guoyin Wang, Jun Hu, Ke Chen:
Multiple heterogeneous network representation learning based on multi-granularity fusion. 817-832 - Hongling Qiu, Heng Liu, Xiulan Zhang:
Composite adaptive fuzzy backstepping control of uncertain fractional-order nonlinear systems with quantized input. 833-847 - Yanfeng Xue, Zhen Jin, Timothy Apasiba Abeo:
A novel message passing neural network based on neighborhood expansion. 849-860 - Miguel Ángel Luján, Jorge Mateo Sotos, José L. Santos, Alejandro L. Borja:
Accurate neural network classification model for schizophrenia disease based on electroencephalogram data. 861-872 - Xindong Peng, Jingguo Dai, Florentin Smarandache:
Research on the assessment of project-driven immersion teaching in extreme programming with neutrosophic linguistic information. 873-888 - Ali Hosseinalipour, Reza Ghanbarzadeh:
A novel metaheuristic optimisation approach for text sentiment analysis. 889-909 - Zijuan Zhao, Kai Song, Xueting Ren, Yan Qiang, Juanjuan Zhao, Jiaxin Hou, Junyi Zhu, Ning Xiao, Junlong Zhang:
Attention Matching Network for few-shot learning in the syndrome differentiation of cerebral stroke. 911-927 - Jinran Wu, You-Gan Wang:
A working likelihood approach to support vector regression with a data-driven insensitivity parameter. 929-945 - Nazanin Shajoonnezhad, Amin Nikanjam:
A stochastic variance-reduced coordinate descent algorithm for learning sparse Bayesian network from discrete high-dimensional data. 947-958 - Mukhtar Opeyemi Yusuf, Divya Srivastava, Deepak Singh, Vijaypal Singh Rathor:
Multiview deep learning-based attack to break text-CAPTCHAs. 959-972 - Hang Yang, Liyang Wang, Yitian Xu, Xuhua Liu:
CovidViT: a novel neural network with self-attention mechanism to detect Covid-19 through X-ray images. 973-987 - Caixia Cui, Jie Wang, Wei Wei, Jiye Liang:
Hybrid sampling-based contrastive learning for imbalanced node classification. 989-1001 - Jingtao Rong, Xinyi Yu, Mingyang Zhang, Linlin Ou:
Across-task neural architecture search via meta learning. 1003-1019 - Yao Zhang, Yingcang Ma:
Sparse multi-label feature selection via dynamic graph manifold regularization. 1021-1036 - Zhe Wang, Jing Li, Taotao Zhang, Shengzhi Yuan:
Spectral-spatial discriminative broad graph convolution networks for hyperspectral image classification. 1037-1051
Volume 14, Number 4, April 2023
- Liang Ding, Longyue Wang, Siyou Liu:
Recurrent graph encoder for syntax-aware neural machine translation. 1053-1062 - Thao Nguyen-Trang, Trung Nguyen-Thoi, Kim-Ngan Nguyen-Thi, Tai Vo-Van:
Balance-driven automatic clustering for probability density functions using metaheuristic optimization. 1063-1078 - Ravinder Singh:
Optimized trajectory planning for the time efficient navigation of mobile robot in constrained environment. 1079-1103 - Ying Yu, Hong Tang, Jin Qian, Zhiliang Zhu, Zhen Cai, Jingqin Lv:
Fine-grained image recognition via trusted multi-granularity information fusion. 1105-1117 - Yinfeng Fang, Huiqiao Lu, Han Liu:
Multi-modality deep forest for hand motion recognition via fusing sEMG and acceleration signals. 1119-1131 - Jing Qiu, Zhi Xiao, Bo Zhong:
A multiple criteria ensemble pruning method for binary classification based on D-S theory of evidence. 1133-1146 - Siyu Zhao, Jianjun Qi, Junan Li, Ling Wei:
Concept reduction in formal concept analysis based on representative concept matrix. 1147-1160 - Ling Jia, Dong Sun, Yu Shi, Yi Tan, Qingwei Gao, Yixiang Lu:
Learning label-specific features via neural network for multi-label classification. 1161-1177 - Palash Dutta, Sonom Shome:
A new belief entropy measure in the weighted combination rule under DST with faulty diagnosis and real-life medical application. 1179-1203 - Lianmin Zhou, Dongming Zhou, Hao Yang, Shaoliang Yang:
Multi-scale network toward real-world image denoising. 1205-1216 - Yanzhou Pan, Weihua Xu, Qinwen Ran:
An incremental approach to feature selection using the weighted dominance-based neighborhood rough sets. 1217-1233 - N. Jagan Mohan, R. Murugan, Tripti Goel, Muhammad Tanveer, Parthapratim Roy:
An efficient microaneurysms detection approach in retinal fundus images. 1235-1252 - Tanya Malhotra, Anjana Gupta:
Probabilistic multiplicative unbalanced linguistic term set and its application in matrix games. 1253-1283 - Shudan Han, Yubo Tian:
Structure parameter estimation method for microwave device using dimension reduction network. 1285-1301 - Fadi Dornaika, Vinh Truong Hoang:
Deep data representation with feature propagation for semi-supervised learning. 1303-1316 - Zijing Yi, Rui Song, Jian Li, Hao Xu:
Neighbor-enhanced graph transition network for session-based recommendation. 1317-1331 - Mingyang Xi, Qixian Song, Min Xu, Zhaorong Zhou:
Binary African vultures optimization algorithm for various optimization problems. 1333-1364 - Sylvain Courtain, Guillaume Guex, Ilkka Kivimäki, Marco Saerens:
Relative entropy-regularized optimal transport on a graph: a new algorithm and an experimental comparison. 1365-1390 - Fang Liu, Yuan-Kai Hu, Shi-Shan Wang:
Cyclic sequential process of pairwise comparisons with application to multi-criteria decision making. 1391-1405 - Peng Wu, Qinghua Zhang, Guoyin Wang, Fan Yang, Fuzhong Xue:
Dynamic feature selection combining standard deviation and interaction information. 1407-1426 - Liu-Ying Wen, Xiao-Min Zhang, Qing-Feng Li, Fan Min:
KGA: integrating KPCA and GAN for microbial data augmentation. 1427-1444 - Jianhua Dai, Weisi Wang, Chucai Zhang, Shaojun Qu:
Semi-supervised attribute reduction via attribute indiscernibility. 1445-1464 - Liming Liu, Ping Li, Maoxiang Chu, Shuming Liu:
Robust nonparallel support vector machine with privileged information for pattern recognition. 1465-1482 - Xieling Chen, Haoran Xie, Zongxi Li, Dian Zhang, Gary Cheng, Fu Lee Wang, Hong-Ning Dai, Qing Li:
Leveraging deep learning for automatic literature screening in intelligent bibliometrics. 1483-1525 - Shifei Ding, Wei Du, Chao Li, Xiao Xu, Lijuan Wang, Ling Ding:
Density peaks clustering algorithm based on improved similarity and allocation strategy. 1527-1542 - Alper Demir, Erkin Çilden, Faruk Polat:
Landmark based guidance for reinforcement learning agents under partial observability. 1543-1563 - Alper Demir, Erkin Çilden, Faruk Polat:
Correction: Landmark based guidance for reinforcement learning agents under partial observability. 1565 - Jingna Liu, Rujiang Hao, Qiang Liu, Wenwu Guo:
Prediction of remaining useful life of rolling element bearings based on LSTM and exponential model. 1567-1578
Volume 14, Number 5, May 2023
- Kajal Eybpoosh, Mansoor Rezghi, Abbas Heydari:
A novel conformal deformation based sparse subspace clustering. 1579-1590 - Maxwell Hwang, Yucheng Qian, Cai Wu, Wei-Cheng Jiang, Da Wang, Jingsun Wei, Kefeng Ding, Kao-Shing Hwang:
A local region proposals approach to instance segmentation for intestinal polyp detection. 1591-1603 - Yong Yang, Weiguo Wan, Shuying Huang, Xin Zhong, Xiangkai Kong:
RADCU-Net: residual attention and dual-supervision cascaded U-Net for retinal blood vessel segmentation. 1605-1620 - Linbo Wang, Tao Wang, Deyun Yang, Xianyong Fang, Shaohua Wan:
Near-infrared fusion for deep lightness enhancement. 1621-1633 - Kaiyang Ma, Zhenyu Yang, Yu Wang, Laiping Cui, Wenfeng Jiang:
Fusing collaborative transformation with temporally aware target interaction networks for sequential recommendation. 1635-1649 - Prabal Datta Barua, Emrah Aydemir, Sengul Dogan, Mehmet Ali Kobat, Fahrettin Burak Demir, Mehmet Baygin, Turker Tuncer, Shu Lih Oh, Ru San Tan, U. Rajendra Acharya:
Multilevel hybrid accurate handcrafted model for myocardial infarction classification using ECG signals. 1651-1668 - Han Wang, Tingting Zhang, Xiaoxuan Zhang:
Contrastive embedding-based feature generation for generalized zero-shot learning. 1669-1681 - Mingwei Liu, Yi Zhang:
GMNet: an action recognition network with global motion representation. 1683-1693 - Tingjian Chen, Ying Zeng, Haoliang Yuan, Guo Zhong, Loi Lei Lai, Yuan Yan Tang:
Multi-level regularization-based unsupervised multi-view feature selection with adaptive graph learning. 1695-1709 - Xiuling Zhang, Xiaofei Tan, Zhao-Ci Luo, Jun Zhao:
Multi-label sequence generating model via label semantic attention mechanism. 1711-1723 - Yuxiang Yang, Xing Tian, Wing W. Y. Ng, Ran Wang, Ying Gao, Sam Kwong:
Generative face inpainting hashing for occluded face retrieval. 1725-1738 - Zizhang Wu, Tianhao Xu, Fan Wang, Xiaoquan Wang, Jing Song:
Complete solution for vehicle Re-ID in surround-view camera system. 1739-1749 - Jidong Han, Zhaoying Liu, Yujian Li, Ting Zhang:
SCMP-IL: an incremental learning method with super constraints on model parameters. 1751-1767 - Ahmad Esfandiari, Hamid Khaloozadeh, Faezeh Farivar:
Interaction-based clustering algorithm for feature selection: a multivariate filter approach. 1769-1782 - Kang Wang, Xuesong Wang, Yuhu Cheng:
Few-shot learning based on enhanced pseudo-labels and graded pseudo-labeled data selection. 1783-1795 - Yu Sun, Weizhi Wu, Xia Wang:
Maximal consistent block based optimal scale selection for incomplete multi-scale information systems. 1797-1809 - Guoqing Liu, Hongwei Ge, Ting Li, Shuzhi Su, Shuangxi Wang:
Multi-view subspace enhanced representation of manifold regularization and low-rank tensor constraint. 1811-1830 - Jiangjiao Li, Mengqi Gao, Bin Li, Dazheng Zhou, Yumin Zhi, Youmei Zhang:
KAMTFENet: a fall detection algorithm based on keypoint attention module and temporal feature extraction. 1831-1844 - Xinli You, Fujun Hou:
A novel consensus model with probabilistic linguistic preference relation for the utilization mode selection of renewable energy sources. 1845-1861 - Ye Jiang, Yimin Wang:
Topic-aware hierarchical multi-attention network for text classification. 1863-1875 - Kiet Van Nguyen, Phong Nguyen-Thuan Do, Nhat Duy Nguyen, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen:
Multi-stage transfer learning with BERTology-based language models for question answering system in vietnamese. 1877-1902 - Jiajun Zheng, Le Wang, Junbo Liu, Hao Wang, Shengchun Wang, Liang Wang, Jiaxu Zhang:
An inspection method of rail head surface defect via bimodal structured light sensors. 1903-1920