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International Journal of Machine Learning and Cybernetics

Issue 3/2025

Content (38 Articles)

Visual tracking with screening region enrichment and target validation

  • Original Article

Yiqiu Sun, Dongming Zhou, Kaixiang Yan

Lightweight skeleton-based action recognition model based on global–local feature extraction and fusion

  • Original Article

Zhe Deng, Yulin Wang, Xing Wei, Fan Yang, Chong Zhao, Yang Lu

Contextual feature fusion and refinement network for camouflaged object detection

  • Original Article

Jinyu Yang, Yanjiao Shi, Ying Jiang, Zixuan Lu, Yugen Yi

Clustered Automated Machine Learning (CAML) model for clinical coding multi-label classification

  • Open Access
  • Original Article

Akram Mustafa, Mostafa Rahimi Azghadi

An ordered subsets orthogonal nonnegative matrix factorization framework with application to image clustering

  • Original Article

Limin Ma, Can Tong, Shouliang Qi, Yudong Yao, Yueyang Teng

Label distribution learning by utilizing common and label-specific feature fusion space

  • Original Article

Ziyun Zhang, Jing Wang, Xin Geng

GRPIC: an end-to-end image captioning model using three visual features

  • Original Article

Shixin Peng, Can Xiong, Leyuan Liu, Laurence T. Yang, Jingying Chen

Self-supervised progressive graph neural network for enhanced multi-behavior recommendation

  • Original Article

Tianhang Liu, Hui Zhou, Chao Li, Zhongying Zhao

Propagation tree says: dynamic evolution characteristics learning approach for rumor detection

  • Original Article

Shouhao Zhao, Shujuan Ji, Jiandong Lv, Xianwen Fang

Self-refined variational transformer for image-conditioned layout generation

  • Original Article

Yunning Cao, Chuanbin Liu, Ye Ma, Min Zhou, Tiezheng Ge, Yuning Jiang, Hongtao Xie

Lightweight graph neural network architecture search based on heuristic algorithms

  • Original Article

ZiHao Zhao, XiangHong Tang, JianGuang Lu, Yong Huang

YOLO-SDH: improved YOLOv5 using scaled decoupled head for object detection

  • Original Article

Zhijie Ren, Kang Yao, Silong Sheng, Beibei Wang, Xianli Lang, Dahang Wan, Weiwei Fu

Enhancing ocular diseases recognition with domain adaptive framework: leveraging domain confusion

  • Open Access
  • Original Article

Zayn Wang

Scnet: shape-aware convolution with KFNN for point clouds completion

  • Original Article

Xiangyang Wu, Ziyuan Lu, Chongchong Qu, Haixin Zhou, Yongwei Miao

Image recoloring for multiple types of Color Vision Deficiency

  • Original Article

Xin Jin, Dandan Li, Yiqing Rong, Dongqing Zou, Wu Zhou, Xiaokun Zhang

Solving numerical and engineering optimization problems using a dynamic dual-population differential evolution algorithm

  • Original Article

Wenlu Zuo, Yuelin Gao

Feature correlation fusion and feature selection under adaptive neighborhood group approximation space

  • Original Article

Gengsen Li, Binbin Sang, Shaoguo Cui, Hongmei Chen

Backdoor learning curves: explaining backdoor poisoning beyond influence functions

  • Open Access
  • Original Article

Antonio Emanuele Cinà, Kathrin Grosse, Sebastiano Vascon, Ambra Demontis, Battista Biggio, Fabio Roli, Marcello Pelillo

A traffic flow forecasting method based on hybrid spatial–temporal gated convolution

  • Original Article

Ying Zhang, Songhao Yang, Hongchao Wang, Yongqiang Cheng, Jinyu Wang, Liping Cao, Ziying An

Learning from high-dimensional cyber-physical data streams: a case of large-scale smart grid

  • Original Article

Hossein Hassani, Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif

Stock closing price prediction based on ICEEMDAN-FA-BiLSTM–GM combined model

  • Original Article

Lewei Xie, Ruibo Wan, Yuxin Wang, Fangjian Li

PTEKC: pre-training with event knowledge of ConceptNet for cross-lingual event causality identification

  • Original Article

Enchang Zhu, Zhengtao Yu, Yuxin Huang, Shengxiang Gao, Yantuan Xian

Video anomaly detection based on multi-scale optical flow spatio-temporal enhancement and normality mining

  • Original Article

Qiang He, Ruinian Shi, Linlin Chen, Lianzhi Huo

High-low frequency features fusion and integrated classification SCNs for intelligent fault diagnosis of rolling bearing

  • Original Article

Kun Li, Hao Wu, Ying Han

Detecting complex copy-move forgery using KeyPoint-Siamese Capsule Network against adversarial attacks

  • Original Article

S. B. Aiswerya, S. Joseph Jawhar

Iterative filter pruning with combined feature maps and knowledge distillation

  • Original Article

Yajun Liu, Kefeng Fan, Wenju Zhou

Integrating global semantics and enhanced local subgraph for inductive link prediction

  • Original Article

Xinyu Liang, Guannan Si, Jianxin Li, Zhaoliang An, Pengxin Tian, Fengyu Zhou, Xiaoliang Wang

Fault-tolerant control design for nonlinear multilateral teleoperation system with unreliable communication channels and actuator constraints

  • Original Article

Huan-Yu Ke, Yang-Jie Chen, Ming Li, Jian-Ning Li

A multi-agent collaborative algorithm for task-oriented dialogue systems

  • Original Article

Jingtao Sun, Jiayin Kou, Weipeng Shi, Wenyan Hou

CHNSCDA: circRNA-disease association prediction based on strongly correlated heterogeneous neighbor sampling

  • Original Article

Yuanyuan Lin, Nianrui Wang, Jiangyan Liu, Fangqin Zhang, Zhouchao Wei, Ming Yi

LSSMSD: defending against black-box DNN model stealing based on localized stochastic sensitivity

  • Original Article

Xueli Zhang, Jiale Chen, Qihua Li, Jianjun Zhang, Wing W. Y. Ng, Ting Wang

Dynamic path planning fusion algorithm with improved A* algorithm and dynamic window approach

  • Original Article

Jianfeng Zhang, Jielong Guo, Daxin Zhu, Yufang Xie

Triple confidence-aware encoder–decoder model for commonsense knowledge graph completion

  • Original Article

Hongzhi Chen, Fu Zhang, Qinghui Li, Xiang Li, Yifan Ding, Daqing Zhang, Jingwei Cheng, Xing Wang

Ultra-high-definition underwater image enhancement via dual-domain interactive transformer network

  • Original Article

Weiwei Li, Feiyuan Cao, Yiwen Wei, Zhenghao Shi, Xiuyi Jia

Dual insurance for generalized zero-shot learning

  • Original Article

Jiahao Liang, Xiaozhao Fang, Peipei Kang, Na Han, Chuang Li

Deep reinforcement learning based magnet design for arm MRI system

  • Original Article

Yanwei Pang, Yishun Guo, Yiming Liu, Zhanjie Song, Zhenchang Wang

Enhanced and lightweight design of small object detector based on YOLOv5s model

  • Original Article

Hui Jiang, Yongjie Ma, Tiansong Hong, Tao Gong

Reinforced multi-modal cyberbullying detection with subgraph neural networks

  • Original Article

Kai Luo, Ce Zheng, Zhenyu Guan

Feb 25
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Apr 25
Issue: 4/2025

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