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International Journal of Machine Learning and Cybernetics

Issue 5-6/2025

Content (68 Articles)

Domain-adaptive entity recognition: unveiling the potential of CSER in cybersecurity and beyond

  • Open Access
  • Original Article

Md. Abu Marjan, Toshiyuki Amagasa

Granular-ball computing guided anomaly detection for hybrid attribute data

  • Original Article

Xinyu Su, Xiwen Wang, Dezhong Peng, Hongmei Chen, Yingke Chen, Zhong Yuan

Weakly supervised multi-label feature selection based on shared subspace

  • Original Article

Rongyi Shi, Anhui Tan, Suwei Shi, Jin Wang, Shenming Gu, Weizhi Wu

Short-text topic modeling with dual reinforcement from internal and external semantics

  • Original Article

Jiamiao Wang, Ling Chen, Zhiheng Zhang, Jin He, Xiangbing Zhou

A three-way decision method with probability dominance relation in interval-valued hesitant fuzzy environment for marine steam turbine fault diagnosis

  • Original Article

Qiuyan Zhan, Zeshui Xu, Lesheng Jin

DenseExudatesNet: a novel approach for hard exudates detection in retinal images using deep learning

  • Original Article

C. Pratheeba, N. Calvin Jeba Rufus

Metric learning with multi-relational data

  • Original Article

Jiajun Pan, Hoel Le Capitaine

Reliable social media framework: fake news detection using modified feature attention based CNN-BiLSTM

  • Original Article

D. Srikanth, K. Krishna Prasad, M. Kannan, D. Kanchana

Performance evaluations of large language models for customer service

  • Original Article

Fei Li, Yanyan Wang, Yin Xu, Shiling Wang, Junli Liang, Zhengyi Chen, Wenrui Liu, Qiangzhong Feng, Ticheng Duan, Youzhi Huang, Qi Song, Xiangyang Li

AM-CFDN: semi-supervised anomaly measure-based coal flow foreign object detection network

  • Original Article

Weidong Li, Yongbo Yu, Chisheng Wang, Xuehai Zhang, Jinlong Duan, Linyan Bai

Relational semantic-enhanced logic rule learning for knowledge graph completion

  • Original Article

Yuxin Huang, Zhiyong Zhao, Yan Xiang

Tfgcn: a time-varying fuzzy graph convolutional network for multi-sensor traffic flow forecasting

  • Original Article

Rui Wang, Kaizhong Zuo, Shaokun Zhang, Chen Wang, Zhangyi Shen, Peng Hu, Wenjie Li

Two-stage model fusion scheme based on knowledge distillation for stragglers in federated learning

  • Original Article

Jiuyun Xu, Xiaowen Li, Kongshang Zhu, Liang Zhou, Yingzhi Zhao

Attention-addressing and adaptive-intention-clustering based memory recall for pedestrian trajectory prediction

  • Original Article

Xu Lu, Xuecai Guo, Jun Liu

Bicrack: a bilateral network for real-time crack detection

  • Original Article

Sailei Wang, Rongsheng Lu, Bingtao Hu, Dahang Wan, Mingtao Fang

Uncertainty-based bootstrapped optimization for offline reinforcement learning

  • Original Article

Tianyi Li, Genke Yang, Jian Chu

A decade’s overview of artificial intelligence in diagnosing: a scoping review

  • Original Article

Vimala Balakrishnan, Zahiriddin Rustamov, Ghayathri Ramanathan, Jia Leng Lim

Extended entropy method for risk inspection and effect analysis in optical cable industry

  • Original Article

Muhammad Akram, Mavera Nawaz, Muhammet Deveci

Learning dynamic and multi-scale graph structure for traffic demand prediction

  • Original Article

Lilan Peng, Chongshou Li, Wuyang Zhang, Weijie Yu, Tianrui Li

Flexible anchor-based multi-view clustering with low-rank decomposition

  • Original Article

Zheng Zhang, Yufang Huang

Attribute selection methods based on graph theory in updated formal contexts

  • Original Article

Zhongling Li, Jusheng Mi, Tao Zhang, Yuzhang Bai

Zero-shot event argument extraction by disentangling trigger from argument and role

  • Original Article

Zhengdong Lu, Ziqian Zeng, Jianwei Wang, Hanlin Wang, Weikai Lu, Huiping Zhuang

Enhancing multi-label disease diagnosis through hypergraph clustering and multi-classification label entropy

  • Original Article

Wenyang Jia, Jianhui Yu, Yuxin Liu, Yuliang Liu

A review on handwritten text segmentation in Indian languages

  • Original Article

Moumita Moitra, Sujan Kumar Saha

A new case based reasoning diagnosis approach within a possibilistic framework

  • Original Article

Wiem Abbes, Jihen Frikha Elleuch, Dorra Sellami

Etc-Net: a space-adaptive swin transformer-based method for underwater image enhancement integrating edge sharpening and color correction

  • Original Article

Liqun Zhou, Yang Tao, Hongcheng Huang, Yanyan Zhu

Scalability and performance evaluation of federated learning frameworks: a comparative analysis

  • Original Article

Bassel Soudan, Sohail Abbas, Ahmed Kubba, Omnia Abu Waraga, Manar Abu Talib, Qassim Nasir

MCANet: a lightweight action recognition network with multidimensional convolution and attention

  • Original Article

Qiuhong Tian, Weilun Miao, Lizao Zhang, Ziyu Yang, Yang Yu, Yanying Zhao, Lan Yao

KRAFS-ANet: A novel framework for EEG-based stress classification using channel selection and optimized ensemble stacking

  • Original Article

Shikha Shikha, Divyashikha Sethia, S. Indu

Modeling tourists preferences through online reviews: an UPL-PT-MULTIMOORA-EDAS group decision method for wellness scenic spots selection

  • Original Article

Ruochen Li, Dun Liu, Qinxia Chen

Piecewise just-in-time data recovering and fault detection method for time-varying wind power generation process with missing data

  • Original Article

Junyu Chang, Hua Jing, Xu Chen, Chunhui Zhao

Faster and lighter surface defect detection model for transparent wine bottle

  • Original Article

Zhongliang Lv, Guojun Gu, Kewen Xia, Zhiqiang Zhao, Kang Liu, Lei Yin, Luanfeng Xing, Lei Ying

Enhancing early attack detection: novel hybrid density-based isolation forest for improved anomaly detection

  • Original Article

M. Nalini, B. Yamini, C. Ambhika, R. Siva Subramanian

Graph contrastive learning with high-order feature interactions and adversarial Wasserstein-distance-based alignment

  • Original Article

Chenxu Wang, Zhizhong Wan, Panpan Meng, Shihao Wang, Zhanggong Wang

Advancing bankruptcy prediction: a study on an improved rime optimization algorithm and its application in feature selection

  • Original Article

Yaoxian Ji, Chenglang Lu, Lei Liu, Ali Asghar Heidari, Chengwen Wu, Huiling Chen

A new adaptive and effective granular ball generation method for classification

  • Original Article

Wei Liao, Qinghua Zhang, Qin Xie, Man Gao, Pengren Jin

Multi-sensors image fusion method for non-destructive inspection in vertical-cavity surface-emitting lasers

  • Original Article

Minfu Zhang, Jumin Zhao, Shuai Guo, Dengao Li, Bao Tang, Biao Luo

Deep learning-based intrusion detection system for in-vehicle networks with knowledge graph and statistical methods

  • Original Article

Hamed Alqahtani, Gulshan Kumar

Quantum wavefunction optimization algorithm: application in solving traveling salesman problem

  • Original Article

Pritpal Singh

Semisupervised action recognition with adaptive correlation learning

  • Original Article

Fan Wang, Zengmin Xu, Jiakun Chen, Ruimin Hu

DMMP-Net: diffusion model-based missing part patching network for station air quality data generation completion

  • Original Article

Zhenying Li, Weidong Li, Xuehai Zhang, Jinlong Duan, Linyan Bai

Hybrid-ctunet: a double complementation approach for 3D medical image segmentation

  • Original Article

Dong Wang, Kun Shang, Dong Liang, Yanjie Zhu

A new supervised outlier detection method for hybrid data

  • Original Article

Danlu Feng, Zhaowen Li, Jinjin Li

SDGNN: Structure-aware Dual Graph Neural Network for Code Summarization

  • Original Article

Zhifeng Hao, Zonghao Lin, Shengqiang Zhang, Boyan Xu, Ruichu Cai

CataLM: empowering catalyst design through large language models

  • Open Access
  • Original Article

Ludi Wang, Xueqing Chen, Yi Du, Yuanchun Zhou, Yang Gao, Wenjuan Cui

Quadratic memory-augmented spatio-temporal transformer graph convolutional recurrent network for traffic forecasting

  • Original Article

Xiaoyan Zhang, Yongqin Zhang, Xiangfu Meng

A transformer-based convolutional local attention (ConvLoA) method for temporal action localization

  • Original Article

Sainithin Artham, Soharab Hossain Shaikh

Dual variational network for unsupervised cross-modal hashing

  • Original Article

Xuran Deng, Zhihang Liu, Pandeng Li

An advanced reinforcement learning control method for quadruped robots in typical urban terrains

  • Original Article

Chi Yan, Ning Wang, Hongbo Gao, Xinmiao Wang, Chao Tang, Lin Zhou, Yuehua Li, Yue Wang

Correction to: An advanced reinforcement learning control method for quadruped robots in typical urban terrains

  • Correction

Chi Yan, Ning Wang, Hongbo Gao, Xinmiao Wang, Chao Tang, Lin Zhou, Yuehua Li, Yue Wang

Recurrent neural network for solving several novel sales models: Try-Before-You-Buy

  • Original Article

Yuhan Xue, Chong Wu

Multi-view collaborative learning for graph attribute imputation

  • Original Article

Yingxing Yu, Huige Li, Xibei Yang, Yong Zhang, Jingjing Song

Gmad: multivariate time series anomaly detection based on graph matching learning

  • Original Article

Jun Kong, Kang Wang, Min Jiang, Xuefeng Tao

A simple and efficient channel MLP on token for human pose estimation

  • Original Article

Jianglong Huang, Chaoqun Hong, Rongsheng Xie, Lang Ran, Jialong Qian

An intelligent generative adversarial network multistage lung cancer detection and subtypes classification

  • Original Article

Mattakoyya Aharonu, Lokesh Kumar Ramasamy

Diffusion-based data augmentation methodology for improved performance in ocular disease diagnosis using retinography images

  • Original Article

Burak Aktas, Doga Deniz Ates, Okan Duzyel, Abdurrahman Gumus

ExBCIL: an exemplar-based class incremental learning for intrusion detection system

  • Original Article

Parvati Bhurani, Satyendra Singh Chouhan, Namita Mittal

A hybrid diversited attribute group decision-making method based on non-additive measure entropy weight and multi-granularity generalized fuzzy rough set with application in medical diagnosis

  • Original Article

Xinfang Zhang, Xiangtang Chen, Bingzhen Sun, Xixuan Zhao, Xiaoli Chu, Jianxiong Cai

Rainfall prediction using time series data based on RSJSO_BiLSTM

  • Original Article

G. Anuradha, Satish Muppidi, Ramesh Karnati, K. Phalguna Rao

LAR-SiCo: recommending law articles based on multi-label text classification

  • Original Article

Hua Zhao, Xiaoqian Li, Qingtian Zeng, Zhenqi Zou, Jinguo Liang

A multi-scale temporal-frequency fusion network based on MLP for long-term time series forecasting

  • Original Article

Yaqi Song, Rujie Wan, Li Li, Wanyu Wang, Haonan Xing

Deepstreamensemble: streaming adaptation to concept drift in deep neural networks

  • Open Access
  • Original Article

Lorraine Chambers, Mohamed-Medhat Gaber, Hossein Ghomeshi

Adaptive condensed fuzzy monotonic K-nearest neighbors for monotonic classification

  • Original Article

Jiankai Chen, Zhongyan Li

DACNN based predicting tensile strength of friction stir welded aluminium alloy joints

  • Original Article

T. Prakash, Abhinav, G. Gnanakumar, Elangovan Muniyandy

Knowledge-aware interaction networks for domain-adaptive end-to-end aspect-based sentiment analysis

  • Original Article

Benshuo Lin, Zehong Lin, Fenghuan Li, Zhuoming Liang, Zihao Lu, Yun Xue

Discourse element and relation identification in argumentative essay as self-knowledge exploring based question answering with boosting

  • Original Article

Qing Zhang, Jiaxing Sun, Jie Liu, Yanxin Xu, Li He, Jianyong Duan

Correction: See through the noise: revolutionizing medical image diagnosis with quadratic convolutional neural network (Q-CNN)

  • Open Access
  • Correction

Ki-Young Song, Leslie Ching Ow Tiong, Yunli Lee

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

  • Correction

Huangzhi Xia, Limin Chen, Hongwen Xu

Apr 25
Issue: 4/2025

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