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International Journal of Machine Learning and Cybernetics

Issue 1/2025

Content (40 Articles)

Double-quantitative multi-granularity kernel fuzzy rough sets model and its application in rheumatoid arthritis risk assessment

  • Original Article

Xianjun Dai, Bingzhen Sun, Juncheng Bai, Jin Ye, Xiaoli Chu

Low-rank tensor learning with projection distance metric for multi-view clustering

  • Original Article

Sujia Huang, Lele Fu, Shide Du, Zhihao Wu, Athanasios V. Vasilakos, Shiping Wang

Fuzzy K-means clustering with reconstructed information

  • Original Article

Honglan Huang, Wei Shi, Fangjie Yang, Yanghe Feng, Longfei Zhang, Xingxing Liang, Jun Shi, Guangquan Cheng, Jincai Huang, Zhong Liu

Learning enhancing modality-invariant features for visible-infrared person re-identification

  • Original Article

La Zhang, Xu Zhao, Haohua Du, Jian Sun, Jinqiao Wang

Reinforcement learning for multi-agent with asynchronous missing information fusion method

  • Original Article

Jiashan Gao, Shaoping Wang, Xingjian Wang, Yuwei Zhang, Xinyu Yang

Image retrieval by aggregating deep orientation structure features

  • Original Article

Fen Lu, Guang-Hai Liu

Domain adaptation with optimized feature distribution for streamer action recognition in live video

  • Original Article

Chen He, Jing Zhang, Lin Chen, Hui Zhang, Li Zhuo

Prompt-based data labeling method for aspect based sentiment analysis

  • Original Article

Kun Bu, Yuanchao Liu

Igtracker: task and instance information gaps in multiple object tracking

  • Original Article

Jialin Liu, Jun Kong, Min Jiang, Danfeng Zhuang

Multi-class feature selection via Sparse Softmax with a discriminative regularization

  • Original Article

Zhenzhen Sun, Zexiang Chen, Jinghua Liu, Yuanlong Yu

Guaranteed performance control for delayed Markov jump neural networks with output quantization and data-injection attacks

  • Original Article

Lanlan He, Xiaoqing Zhang, Taiping Jiang, Chaoying Tang

Multi-strategy dung beetle optimizer for global optimization and feature selection

  • Original Article

Huangzhi Xia, Limin Chen, Hongwen Xu

An integrated simplicial neural network with neuro-fuzzy network for graph embedding

  • Original Article

Phu Pham

A Chinese named entity recognition model: integrating label knowledge and lexicon information

  • Original Article

Yihan Yuan, Qinghua Zhang, Xiong Zhou, Man Gao

Uni-directional graph structure learning-based multivariate time series anomaly detection with dynamic prior knowledge

  • Original Article

Shiming He, Genxin Li, Jin Wang, Kun Xie, Pradip Kumar Sharma

Three-way concept lattices triggered by Pythagorean fuzzy set and interval set

  • Original Article

Jie Zhao, Renxia Wan, Duoqian Miao

A multi-strategy spider wasp optimizer based on grouping and dimensional symmetry method with a time-varying weight

  • Original Article

Zhiyu Feng, Donglin Zhu, Huaiyu Guo, Gaoji Sun, Changjun Zhou

A decision-making model with similarity measurement for case selection in public health treatment

  • Original Article

Jing Zheng, Ying-Ming Wang, Kai Zhang

Enhanced coati optimization algorithm using elite opposition-based learning and adaptive search mechanism for feature selection

  • Original Article

Amjad Qtaish, Malik Braik, Dheeb Albashish, Mohammad T. Alshammari, Abdulrahman Alreshidi, Eissa Jaber Alreshidi

Correction: Enhanced coati optimization algorithm using elite opposition-based learning and adaptive search mechanism for feature selection

  • Correction

Amjad Qtaish, Malik Braik, Dheeb Albashish, Mohammad T. Alshammari, Abdulrahman Alreshidi, Eissa Jaber Alreshidi

A novel framework for concept drift detection using autoencoders for classification problems in data streams

  • Original Article

Usman Ali, Tariq Mahmood

Revisiting data reduction for boolean matrix factorization algorithms based on formal concept analysis

  • Original Article

Lanzhen Yang, Eric C. C. Tsang, Hua Mao, Chengling Zhang, Jiaming Wu

Clean-label attack based on negative afterimage on neural networks

  • Original Article

Liguang Zang, Yuancheng Li

Proportional periodic sampling for cross-load bearing fault diagnosis

  • Original Article

Jianbo Zheng, Bin Jiang, Chao Yang

Action recognition method based on a novel keyframe extraction method and enhanced 3D convolutional neural network

  • Original Article

Qiuhong Tian, Saiwei Li, Yuankui Zhang, Hongyi Lu, Hao Pan

A semantic features-enhanced dispensation network for retrieving remote sensing images

  • Original Article

Salahuddin Unar, Saifullah Unar, Yining Su, Pengbo Liu, Xianping Fu

An effective two-stage training scheme for boundary decision of imbalanced samples

  • Original Article

Qi Xue, Shaojie Qiao, Guoping Yang, Hai Liao, Nan Han, Yuhan Peng, Tao Wu, Guan Yuan, He Li

DmADs-Net: dense multiscale attention and depth-supervised network for medical image segmentation

  • Original Article

Zhaojin Fu, Jinjiang Li, Zheng Chen, Lu Ren

Sparse low-redundancy multi-label feature selection with constrained laplacian rank

  • Original Article

Yanhong Wu, Jianxia Bai

MSLID-TCN: multi-stage linear-index dilated temporal convolutional network for temporal action segmentation

  • Original Article

Suo Gao, Rui Wu, Songbo Liu, Uğur Erkan, Abdurrahim Toktas, Jiafeng Liu, Xianglong Tang

A Knowledge-enhanced model with syntactic-aware attentive graph convolutional network for biomedical entity and relation extraction

  • Original Article

Xiaoyong Liu, Xin Qin, Chunlin Xu, Huihui Li

HOGFormer: high-order graph convolution transformer for 3D human pose estimation

  • Original Article

Yuhong Xie, Chaoqun Hong, Weiwei Zhuang, Lijuan Liu, Jie Li

Unsupervised image categorization based on deep generative models with disentangled representations and von Mises-Fisher distributions

  • Original Article

Wentao Fan, Kunxiong Xu

Joint recognition for location and activity based on multidimensional features of CSI images

  • Original Article

Yong Tian, Fangting Gao, Shuyu Yan, Xin Tong, Qiyue Zhang, Xuejun Ding

Class-structure preserving multi-view correlated discriminant analysis for multiblock data

  • Original Article

Sankar Mondal, Pradipta Maji

Self-representation with adaptive loss minimization via doubly stochastic graph regularization for robust unsupervised feature selection

  • Original Article

Xiangfa Song

Condensed-gradient boosting

  • Open Access
  • Original Article

Seyedsaman Emami, Gonzalo Martínez-Muñoz

Visible-infrared person re-identification with complementary feature fusion and identity consistency learning

  • Original Article

Yiming Wang, Xiaolong Chen, Yi Chai, Kaixiong Xu, Yutao Jiang, Bowen Liu

Bgman: Boundary-Prior-Guided Multi-scale Aggregation Network for skin lesion segmentation

  • Original Article

Zhenyang Huang, Yixing Zhao, Jinjiang Li, Yepeng Liu

Text semantic matching algorithm based on the introduction of external knowledge under contrastive learning

  • Original Article

Jie Hu, Yinglian Zhu, Lishan Wu, Qilei Luo, Fei Teng, Tianrui Li

Dec 24
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