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International Journal of Machine Learning and Cybernetics

Issue 10/2024

Content (35 Articles)

Improving the estimation of distribution algorithm with a differential mutation for multilevel thresholding image segmentation

  • Original Article

Jorge Armando Ramos-Frutos, Israel Miguel-Andrés, Diego Oliva, Angel Casas-Ordaz

Low resource neural machine translation model optimization based on semantic confidence weighted alignment

  • Original Article

Xuhui Zhuang, ShengXiang Gao, ZhengTao Yu, Junjun Guo, XiaoCong Wang

Towards platform profit-aware fairness in personalized recommendation

  • Original Article

Shenghao Liu, Jiayang Sun, Xianjun Deng, Heng Wang, Wei Liu, Chenlu Zhu, Laurence T. Yang, Celimuge Wu

Learning structure perception MLPs on graphs: a layer-wise graph knowledge distillation framework

  • Original Article

Hangyuan Du, Rong Yu, Liang Bai, Lu Bai, Wenjian Wang

HDRC: a subjective quality assessment database for compressed high dynamic range image

  • Open Access
  • Original Article

Yue Liu, Zhangkai Ni, Peilin Chen, Shiqi Wang, Sam Kwong

A multi-level attention long short-term memory neural network based on rival rise algorithm for traffic volume prediction

  • Original Article

Kaili Liao, Wuneng Zhou

Seq2Seq-AFL: Fuzzing via sequence-to-sequence model

  • Original Article

Liqun Yang, Chaoren Wei, Jian Yang, Jinxin Ma, Hongcheng Guo, Long Cheng, Zhoujun Li

Unsupervised deep hashing with multiple similarity preservation for cross-modal image-text retrieval

  • Original Article

Siyu Xiong, Lili Pan, Xueqiang Ma, Qinghua Hu, Eric Beckman

Translation model based on discrete Fourier transform and Skipping Sub-Layer methods

  • Original Article

Yuchen Li, Shuxu Chen, Zhuoya Liu, Chao Che, Zhaoqian Zhong

A robust semi-supervised deep learning approach for emotion recognition using EEG signals

  • Original Article

Ahmed Waleed Al-Asadi, Pedram Salehpour, Hadi S. Aghdasi

DP-U-Net++: inter-layer feature fusion for colorectal gland image segmentation

  • Original Article

Ziyang Peng, Kexin Peng, Chengdao Liu, Xingzhi Zhang

Redis-based full-text search extensions for relational databases

  • Original Article

Xuehua Liao, Lilan Peng, Ting Yang, Tianrui Li, Zhousen Zhu

Building semi-supervised decision trees with semi-cart algorithm

  • Open Access
  • Original Article

Aydin Abedinia, Vahid Seydi

A dual-encoder network based on multi-layer feature fusion for infrared and visible image fusion

  • Original Article

Shuying Huang, Xueqiang Wu, Yong Yang, Weiguo Wan, Xiaozheng Wang

An adaptive weighted self-representation method for incomplete multi-view clustering

  • Original Article

Lishan Feng, Guoxu Zhou, Jingya Chang

Semi-supervised fuzzy-rough extreme learning machine for classification of cancer from microRNA

  • Original Article

Ansuman Kumar, Dikme Chisil B. Marak, Anindya Halder

Unsupervised domain specificity for knowledge transfer

  • Original Article

Chenglin Wen, Fangwen Zhao, Weifeng Liu

Multi-scale patch fuzzy decision for face recognition with category information

  • Original Article

Shibing Pei, Minghao Chen, Changzhong Wang

Deep generative clustering methods based on disentangled representations and augmented data

  • Original Article

Kunxiong Xu, Wentao Fan, Xin Liu

Yolo-sd: simulated feature fusion for few-shot industrial defect detection based on YOLOv8 and stable diffusion

  • Original Article

Yihao Wen, Li Wang

A novel aerospace target decision model considering will of commander based on probability transformation

  • Original Article

Zhentao Hu, Yujie Su, Qian Qiu

Unified deep learning model for multitask representation and transfer learning: image classification, object detection, and image captioning

  • Original Article

Leta Yobsan Bayisa, Weidong Wang, Qingxian Wang, Chiagoziem C. Ukwuoma, Hirpesa Kebede Gutema, Ahmed Endris, Turi Abu

Link prediction based on depth structure in social networks

  • Original Article

Jie Yang, Yu Wu

Relation correlations-aware graph convolutional network with text-enhanced for knowledge graph embedding

  • Original Article

Hong Yu, Jinxuan Tang, Zhihan Peng, Ye Wang

Multi-label feature selection via spectral clustering-based label enhancement and manifold distribution consistency

  • Original Article

Wenhao Shu, Dongtao Cao, Wenbin Qian

Gas concentration prediction based on ED-SLSTM model under the framework of Trend Prediction-Time Point Prediction

  • Original Article

Xiangqian Wang, Ningke Xu, Xiangrui Meng

Concept drift detection methods based on different weighting strategies

  • Original Article

Meng Han, Dongliang Mu, Ang Li, Shujuan Liu, Zhihui Gao

Domain generalization person re-identification via style adaptation learning

  • Original Article

Yingchun Guo, Xinsheng Dou, Ye Zhu, Xinyao Wang

Local descriptor-based spatial cross attention network for few-shot learning

  • Original Article

Jiamin Huang, Lina Zhao, Hongwei Yang

Open-ti: open traffic intelligence with augmented language model

  • Original Article

Longchao Da, Kuanru Liou, Tiejin Chen, Xuesong Zhou, Xiangyong Luo, Yezhou Yang, Hua Wei

Pronunciation guided copy and correction model for ASR error correction

  • Original Article

Ling Dong, Wenjun Wang, Zhengtao Yu, Yuxin Huang, Junjun Guo, Guojiang Zhou

An adaptive nonlinear whale optimization multi-layer perceptron cyber intrusion detection framework

  • Original Article

Hany El-Ghaish, Haitham Miqrish, Ahmed Elmogy, Wael Elawady

Semi-supervised incremental domain generalization learning based on causal invariance

  • Original Article

Ning Wang, Huiling Wang, Shaocong Yang, Huan Chu, Shi Dong, Wattana Viriyasitavat

Robust adaptive control of uncertain dynamic systems using self-evolving neural learning technique

  • Original Article

Ho Pham Huy Anh, Nguyen Tien Dat

A novel ORESTE approach for MAGDM incorporating probabilistic interval-valued linguistic information: case studies in higher education quality and the energy industry

  • Original Article

Jing Guo, Xianjun Zhu, Hui Li

Sep 24
Issue: 9/2024
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Issue: 11/2024

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