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International Journal of Machine Learning and Cybernetics

Issue 2/2025

Content (39 Articles)

Quasi-framelets: robust graph neural networks via adaptive framelet convolution

  • Open Access
  • Original Article

Mengxi Yang, Dai Shi, Xuebin Zheng, Jie Yin, Junbin Gao

SPERM: sequential pairwise embedding recommendation with MI-FGSM

  • Original Article

Agyemang Paul, Yuxuan Wan, Boyu Chen, Zhefu Wu

Adversarial attack method based on enhanced spatial momentum

  • Original Article

Jun Hu, Guanghao Wei, Shuyin Xia, Guoyin Wang

Multi-graph aggregated graph neural network for heterogeneous graph representation learning

  • Original Article

Shuailei Zhu, Xiaofeng Wang, Shuaiming Lai, Yuntao Chen, Wenchao Zhai, Daying Quan, Yuanyuan Qi, Laishui Lv

Reciprocal interlayer-temporal discriminative target model for robust visual tracking

  • Original Article

Huanlong Zhang, Zonghao Ma, Yanchun Zhao, Yong Wang, Bin Jiang

Detection and analysis of android malwares using hybrid dual Path bi-LSTM Kepler dynamic graph convolutional network

  • Original Article

Sadananda Lingayya, Praveen Kulkarni, Rohan Don Salins, Shruthi Uppoor, V. R. Gurudas

RHGNN: imposing relational inductive bias for heterogeneous graph neural network

  • Research Paper

Shichao Zhu, Shuai Zhang, Yang Liu, Chuan Zhou, Shirui Pan, Zhao Li, Hongyang Chen

Multi-dynamic residual graph convolutional network with global feature enhancement for traffic flow prediction

  • Original Article

Xiangdong Li, Xiang Yin, Xiaoling Huang, Weishu Liu, Shuai Zhang, Dongping Zhang

Artificial recurrent neural network coordinated secured transmission towards safeguarding confidentiality in smart Industrial Internet of Things

  • Original Article

Arindam Sarkar, Moirangthem Marjit Singh, Hanjabam Saratchandra Sharma

Knowledge-enhanced recommendation via dynamic co-attention and high-order connectivity

  • Original Article

Dan-Dong Wang, Fan Min

Efficient federated learning with cross-resource client collaboration

  • Original Article

Qi Shen, Liu Yang

Multi-scale frequency domain learning for texture classification

  • Original Article

Liguang Zang, Yuancheng Li

Advancing automated street crime detection: a drone-based system integrating CNN models and enhanced feature selection techniques

  • Original Article

Lakshma Reddy Vuyyuru, NagaMalleswara Rao Purimetla, Kancharakunt Yakub Reddy, Sai Srinivas Vellela, Sk Khader Basha, Ramesh Vatambeti

Color attention tracking with score matching

  • Original Article

Xuedong He, Jiehui Huang

Long-term time series forecasting based on Siamese network: a perspective on few-shot learning

  • Original Article

Jin Fan, Jiaqian Xiang, Jie Liu, Zheyu Wang, Huifeng Wu

Large language models for medicine: a survey

  • Original Article

Yanxin Zheng, Wensheng Gan, Zefeng Chen, Zhenlian Qi, Qian Liang, Philip S. Yu

Stochastic configuration network modeling method based on information superposition and mixture correntropy

  • Original Article

Aijun Yan, Kaicheng Hu, Dianhui Wang

Single-stage zero-shot object detection network based on CLIP and pseudo-labeling

  • Original Article

Jiafeng Li, Shengyao Sun, Kang Zhang, Jing Zhang, Li Zhuo

A hierarchical dual-view model for fake news detection guided by discriminative lexicons

  • Original Article

Sijia Yang, Xianyong Li, Yajun Du, Dong Huang, Xiaoliang Chen, Yongquan Fan, Shumin Wang

Dap-SiMT: divergence-based adaptive policy for simultaneous machine translation

  • Original Article

Libo Zhao, Ziqian Zeng

A data-driven mixed integer programming approach for joint chance-constrained optimal power flow under uncertainty

  • Open Access
  • Original Article

James Ciyu Qin, Rujun Jiang, Huadong Mo, Daoyi Dong

Design your own universe: a physics-informed agnostic method for enhancing graph neural networks

  • Open Access
  • Original Article

Dai Shi, Andi Han, Lequan Lin, Yi Guo, Zhiyong Wang, Junbin Gao

Graph neural network based time estimator for SAT solver

  • Original Article

Jiawei Liu, Wenyi Xiao, Hongtao Cheng, Chuan Shi

Enhanced side information fusion framework for sequential recommendation

  • Original Article

Zheng-Ang Su, Juan Zhang, Zhijun Fang, Yongbin Gao

Extended random forest for multivariate air quality forecasting

  • Original Article

Hossein mirzadeh, Hesam omranpour

A lightweight self-ensemble feedback recurrent network for fast MRI reconstruction

  • Open Access
  • Original Article

Juncheng Li, Hanhui Yang, Lok Ming Lui, Guixu Zhang, Jun Shi, Tieyong Zeng

An adaptive consensus model for managing non-cooperative behaviors in portfolio optimization for large companies

  • Original Article

Danping Li, Shicheng Hu

5G-SIID: an intelligent hybrid DDoS intrusion detector for 5G IoT networks

  • Original Article

Sapna Sadhwani, Aakar Mathur, Raja Muthalagu, Pranav M. Pawar

A three-way decision method based on COPRAS in the weak probabilistic linguistic term set information systems

  • Original Article

Hai-Long Yang, Xu Liu, Zhi-Lian Guo

Relation extraction method based on pre-trained model and bidirectional semantic union

  • Original Article

Xinyu He, Ge Yan, Xue Han, Manfei Kan, Yonggong Ren

LWTD: a novel light-weight transformer-like CNN architecture for driving scene dehazing

  • Original Article

Zhenbo Zhang, Zhiguo Feng, Aiqi Long, Zhiyu Wang

Multi-modal 6-DoF object pose tracking: integrating spatial cues with monocular RGB imagery

  • Original Article

Yunpeng Mei, Shuze Wang, Zhuo Li, Jian Sun, Gang Wang

Pixel-patch combination loss for refined edge detection

  • Original Article

Wenlin Li, Wei Zhang, Yanyan Liu, Changsong Liu, Rudong Jing

A new neural network method for solving Bratu type equations with rational polynomials

  • Original Article

Jilong He, Cong Cao

Uncovering hidden patterns: low-rank label correlations for multi-label weak-label learning

  • Original Article

Tianli Li, Mohammad Faidzul Nasrudin, Dawei Zhao, Fei Chen, Xing Peng, Hafiz Mohd Sarim

Relevance-aware visual entity filter network for multimodal aspect-based sentiment analysis

  • Original Article

Yifan Chen, Haoliang Xiong, Kuntao Li, Weixing Mai, Yun Xue, Qianhua Cai, Fenghuan Li

Learning cluster-wise label distribution for label enhancement

  • Original Article

Jun Fan, Heng-Ru Zhang, Fan Min

Grouping attributes: an accelerator for attribute reduction based on similarity

  • Original Article

Yunlong Jia, Ping Zhu

Beyond traditional visual object tracking: a survey

  • Research Paper

Omar Abdelaziz, Mohamed Shehata, Mohamed Mohamed

Jan 25
Issue: 1/2025
Mar 25
Issue: 3/2025

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