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International Journal of Machine Learning and Cybernetics

Issue 12/2024

Content (35 Articles)

Axiomatic approaches to three types of L-valued rough sets

  • Original Article

Yanan Chen, Xiaowei Wei

Context-aware generative prompt tuning for relation extraction

  • Original Article

Xiaoyong Liu, Handong Wen, Chunlin Xu, Zhiguo Du, Huihui Li, Miao Hu

GFD-SSL: generative federated knowledge distillation-based semi-supervised learning

  • Original Article

Ali Karami, Reza Ramezani, Ahmad Baraani Dastjerdi

WTGCN: wavelet transform graph convolution network for pedestrian trajectory prediction

  • Original Article

Wangxing Chen, Haifeng Sang, Jinyu Wang, Zishan Zhao

Sequential attention layer-wise fusion network for multi-view classification

  • Original Article

Qing Teng, Xibei Yang, Qiguo Sun, Pingxin Wang, Xun Wang, Taihua Xu

A novel abstractive summarization model based on topic-aware and contrastive learning

  • Original Article

Huanling Tang, Ruiquan Li, Wenhao Duan, Quansheng Dou, Mingyu Lu

EEMNet: an end-to-end efficient model for PCB surface tiny defect detection

  • Original Article

Yuxiang Wu, Liming Zheng, Enze Chen

The concept information of graph granule with application to knowledge graph embedding

  • Original Article

Jiaojiao Niu, Degang Chen, Yinglong Ma, Jinhai Li

A copy-move forgery detection technique using DBSCAN-based keypoint similarity matching

  • Original Article

Soumya Mukherjee, Arup Kumar Pal, Soham Maji

Federated learning-guided intrusion detection and neural key exchange for safeguarding patient data on the internet of medical things

  • Original Article

Chongzhou Zhong, Arindam Sarkar, Sarbajit Manna, Mohammad Zubair Khan, Abdulfattah Noorwali, Ashish Das, Koyel Chakraborty

Deep feature dendrite with weak mapping for small-sample hyperspectral image classification

  • Original Article

Gang Liu, Jiaying Xu, Shanshan Zhao, Rui Zhang, Xiaoyuan Li, Shanshan Guo, Yajing Pang

A multi-strategy hybrid cuckoo search algorithm with specular reflection based on a population linear decreasing strategy

  • Original Article

Chengtian Ouyang, Xin Liu, Donglin Zhu, Yangyang Zheng, Changjun Zhou, Chengye Zou

Relation labeling in product knowledge graphs with large language models for e-commerce

  • Original Article

Jiao Chen, Luyi Ma, Xiaohan Li, Jianpeng Xu, Jason H. D. Cho, Kaushiki Nag, Evren Korpeoglu, Sushant Kumar, Kannan Achan

Joint features-guided linear transformer and CNN for efficient image super-resolution

  • Original Article

Bufan Wang, Yongjun Zhang, Wei Long, Zhongwei Cui

One-step graph-based multi-view clustering via specific and unified nonnegative embeddings

  • Original Article

Sally El Hajjar, Fahed Abdallah, Hichem Omrani, Alain Khaled Chaaban, Muhammad Arif, Ryan Alturki, Mohammed J. AlGhamdi

A deep reinforcement learning control method guided by RBF-ARX pseudo LQR

  • Original Article

Tianbo Peng, Hui Peng, Fang Liu

A generalized tri-factorization method for accurate matrix completion

  • Original Article

Qing Liu, Hao Wu, Yu Zong, Zheng-Yu Liu

A hybrid intelligent optimization algorithm to select discriminative genes from large-scale medical data

  • Original Article

Tao Wang, LiYun Jia, JiaLing Xu, Ahmed G. Gad, Hai Ren, Ahmed Salem

ETCGN: entity type-constrained graph networks for document-level relation extraction

  • Original Article

Hangxiao Yang, Changpu Chen, Shaokai Zhang, Baiyang Chen, Chang Liu, Qilin Li

Label distribution learning via second-order self-representation

  • Original Article

Peiqiu Yu, Lei Chen, Weiwei Li, Xiuyi Jia

Anchor-based Domain Adaptive Hashing for unsupervised image retrieval

  • Original Article

Yonghao Chen, Xiaozhao Fang, Yuanyuan Liu, Xi Hu, Na Han, Peipei Kang

Multi-indicator based multi-objective evolutionary algorithm with application to neural architecture search

  • Original Article

Oladayo S. Ajani, Daison Darlan, Dzeuban Fenyom Ivan, Rammohan Mallipeddi

Multiscale-integrated deep learning approaches for short-term load forecasting

  • Open Access
  • Original Article

Yang Yang, Yuchao Gao, Zijin Wang, Xi’an Li, Hu Zhou, Jinran Wu

Extraction of entity relationships serving the field of agriculture food safety regulation

  • Original Article

Zhihua Zhao, Yiming Liu, Dongdong Lv, Ruixuan Li, Xudong Yu, Dianhui Mao

Multi-source domain adaptation for dependency parsing via domain-aware feature generation

  • Original Article

Ying Li, Zhenguo Zhang, Yantuan Xian, Zhengtao Yu, Shengxiang Gao, Cunli Mao, Yuxin Huang

Bi-objective feature selection in high-dimensional datasets using improved binary chimp optimization algorithm

  • Original Article

Nour Elhuda A. Al-qudah, Bilal H. Abed-alguni, Malek Barhoush

Solving the fuzzy p-hub center problem using imperialist competitive algorithm

  • Original Article

Mehdi Abbasi, Fatemeh Sadough, Amin Mahmoudi