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International Journal of Machine Learning and Cybernetics

Issue 8/2024

Content (28 Articles)

A general framework for improving cuckoo search algorithms with resource allocation and re-initialization

  • Original Article

Qiangda Yang, Yongxu Chen, Jie Zhang, Yubo Wang

Unsupervised domain adaptation via feature transfer learning based on elastic embedding

  • Original Article

Liran Yang, Bin Lu, Qinghua Zhou, Pan Su

Fairness issues, current approaches, and challenges in machine learning models

  • Open Access
  • Original Article

Tonni Das Jui, Pablo Rivas

Combining core points and cluster-level semantic similarity for self-supervised clustering

  • Original Article

Wenjie Wang, Junfen Chen, Xiao Zhang, Bojun Xie

Long-short interest network with graph-based method for sequential recommendation

  • Original Article

Wangdong Mu, Qihe Liu, Hongrong Cheng, Ming Zhuo

ConDA: state-based data augmentation for context-dependent text-to-SQL

  • Original Article

Dingzirui Wang, Longxu Dou, Wanxiang Che, Jiaqi Wang, Jinbo Liu, Lixin Li, Jingan Shang, Lei Tao, Jie Zhang, Cong Fu, Xuri Song

A hospitalization mechanism based immune plasma algorithm for path planning of unmanned aerial vehicles

  • Open Access
  • Original Article

Selcuk Aslan

Recursive noisy label learning paradigm based on confidence measurement for semi-supervised depth completion

  • Original Article

Guancheng Chen, Huabiao Qin, Linyi Huang

Aspect category sentiment classification via document-level GAN and POS information

  • Original Article

Haoliang Zhao, Junyang Xiao, Yun Xue, Haolan Zhang, Shao-Hua Cai

Novel multi-label feature selection via label enhancement and relative maximal discernibility pairs

  • Original Article

Jianhua Dai, Zhiyang Wang, Weiyi Huang

BPSO-SLM: a binary particle swarm optimization-based self-labeled method for semi-supervised classification

  • Original Article

Ruijuan Liu, Junnan Li

Advancing ASD detection: novel approach integrating attention graph neural networks and crossover boosted meerkat optimization

  • Original Article

Lipika Goel, Sonam Gupta, Avdhesh Gupta, Siddhi Nath Rajan, Vishan Kumar Gupta, Arjun Singh, Pradeep Gupta

Pedestrian trajectory prediction based on spatio-temporal attention mechanism

  • Original Article

Jun Hu, Xinyu Yang, Liang Yan, Qinghua Zhang

Efficient evolutionary neural architecture search based on hybrid search space

  • Original Article

Tao Gong, Yongjie Ma, Yang Xu, Changwei Song

Deep bilinear Koopman realization for dynamics modeling and predictive control

  • Original Article

Meixi Wang, Xuyang Lou, Baotong Cui

Tensor discriminant analysis on grassmann manifold with application to video based human action recognition

  • Original Article

Cagri Ozdemir, Randy C. Hoover, Kyle Caudle, Karen Braman

Dual stage black-box adversarial attack against vision transformer

  • Original Article

Fan Wang, Mingwen Shao, Lingzhuang Meng, Fukang Liu

Dynamic multi-label feature selection algorithm based on label importance and label correlation

  • Open Access
  • Original Article

Weiliang Chen, Xiao Sun

Drfnet: dual stream recurrent feature sharing network for video dehazing

  • Original Article

Vijay M. Galshetwar, Poonam Saini, Sachin Chaudhary

A Data-centric graph neural network for node classification of heterophilic networks

  • Original Article

Yanfeng Xue, Zhen Jin, Wenlian Gao

Dual flow fusion graph convolutional network for traffic flow prediction

  • Original Article

Yuan Zhao, Mingxin Li, Haoyang Wen, Hui Zhao, Yongjian Wang, Shixi Wen

DBHC: Discrete Bayesian HMM Clustering

  • Open Access
  • Original Article

Gabriel Budel, Flavius Frasincar, David Boekestijn

Data-driven quantification and intelligent decision-making in traditional Chinese medicine: a review

  • Original Article

Xiaoli Chu, Simin Wu, Bingzhen Sun, Qingchun Huang

A fast DBSCAN algorithm using a bi-directional HNSW index structure for big data

  • Original Article

Shaoyuan Weng, Zongwen Fan, Jin Gou

Consistent multi-view subspace clustering with local structure information

  • Original Article

Kang Zhao, Shuisheng Zhou, Ying Zhang, Junna Zhang

Survey and open problems in privacy-preserving knowledge graph: merging, query, representation, completion, and applications

  • Original Article

Chaochao Chen, Fei Zheng, Jamie Cui, Yuwei Cao, Guanfeng Liu, Jia Wu, Jun Zhou

An evolutionary feature selection method based on probability-based initialized particle swarm optimization

  • Original Article

Xiaoying Pan, Mingzhu Lei, Jia Sun, Hao Wang, Tong Ju, Lin Bai

Fast Shrinking parents-children learning for Markov blanket-based feature selection

  • Original Article

Haoran Liu, Qianrui Shi, Yanbin Cai, Niantai Wang, Liyue Zhang, Dayan Liu

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