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International Journal of Machine Learning and Cybernetics

Issue 7/2024

Content (32 Articles)

An intra-class distribution-focused generative adversarial network approach for imbalanced tabular data learning

  • Original Article

Qiuling Chen, Ayong Ye, Yuexin Zhang, Jianwei Chen, Chuan Huang

Outlier based intrusion detection in databases for user behaviour analysis using weighted sequential pattern mining

  • Original Article

Indu Singh, Rajni Jindal

Remote assessment of Parkinson’s disease symptom severity based on group interaction feature assistance

  • Original Article

Zaifa Xue, Huibin Lu, Tao Zhang, Xiaonan Guo, Le Gao

Convolutional neural networks with attention module and compression strategy based on second-order information

  • Original Article

Qiang Hua, Yan Li, Jing Zhang, Guanyu Qian

A hybrid depression detection model and correlation analysis for social media based on attention mechanism

  • Original Article

Jiacheng Liu, Wanzhen Chen, Liangxu Wang, Fangyikuang Ding

CrackUnet: a novel network with joint network-in-network structure and deformable convolution for pavement crack detection

  • Original Article

Lei Qi, Chenhao Li, Tao Mei

Dual-branch feature fusion dehazing network via multispectral channel attention

  • Original Article

Huachun Jian, Yongjun Zhang, Weihao Gao, Bufan Wang, Guomei Wang

Smart parking systems technologies, tools, and challenges for implementing in a smart city environment: a survey based on IoT & ML perspective

  • Original Article

Aparna Raj, Sujala D. Shetty

Multi-scale pyramidal hash learning for traditional building facade image retrieval

  • Original Article

Chongyan Wang, Yupeng Wang, Daojie Deng, Jiahe Cao, Wanqing Zhao

Multidta: drug-target binding affinity prediction via representation learning and graph convolutional neural networks

  • Original Article

Jiejin Deng, Yijia Zhang, Yaohua Pan, Xiaobo Li, Mingyu Lu

Learning to detect extreme objects for remote sensing images

  • Original Article

Qiang He, Meng Li, Lianzhi Huo, Linlin Chen

Fuzzy information gain ratio-based multi-label feature selection with label correlation

  • Original Article

Ying Yu, Meiyue Lv, Jin Qian, Jingqin Lv, Duoqian Miao

Centrosymmetric constrained Convolutional Neural Networks

  • Original Article

Keyin Zheng, Yuhua Qian, Zhian Yuan, Furong Peng

Time series clustering of dynamical systems via deterministic learning

  • Original Article

Chen Sun, Weiming Wu, Zirui Zhang, Zhirui Li, Bing Ji, Cong Wang

Expected Lenient Q-learning: a fast variant of the Lenient Q-learning algorithm for cooperative stochastic Markov games

  • Original Article

Elmehdi Amhraoui, Tawfik Masrour

A fuzzy rough set-based undersampling approach for imbalanced data

  • Original Article

Xiao Zhang, Zhaoqian He, Yanyan Yang

Dialogue emotion model based on local–global context encoder and commonsense knowledge fusion attention

  • Original Article

Weilun Yu, Chengming Li, Xiping Hu, Wenhua Zhu, Erik Cambria, Dazhi Jiang

MSSTN: a multi-scale spatio-temporal network for traffic flow prediction

  • Original Article

Yun Song, Xinke Bai, Wendong Fan, Zelin Deng, Cong Jiang

ClKI: closed-loop and knowledge iterative via self-distillation for image sentiment analysis

  • Original Article

Hongbin Zhang, Meng Yuan, Lang Hu, Wengang Wang, Zhijie Li, Yiyuan Ye, Yafeng Ren, Donghong Ji

Research on fuzzy dynamic route choice model and algorithm of wargame

  • Original Article

Rufei Ma, Shousheng Liu, Zeshui Xu, Yan Zhang, Yan Ni

Rlm-tracking: online multi-pedestrian tracking supported by relative location mapping

  • Open Access
  • Original Article

Kai Ren, Chuanping Hu, Hao Xi

Click-through rate prediction based on feature interaction and behavioral sequence

  • Original Article

Yingqi Wang, Huiqin Ji, Junyang Yu, Hongyu Han, Rui Zhai

Tabular reasoning via two-stage knowledge injection

  • Original Article

Qi Shi, Yu Zhang, Ting Liu

Multi-granularity network representation learning on overlapping communities

  • Original Article

Rongrong Zhou, Jinhai Li

Multi-target regression via stochastic configuration networks with modular stacked structure

  • Original Article

Shang Wu, Xin Liu, Gang Yu, Wei Dai

Fpar: filter pruning via attention and rank enhancement for deep convolutional neural networks acceleration

  • Original Article

Yanming Chen, Gang Wu, Mingrui Shuai, Shubin Lou, Yiwen Zhang, Zhulin An

ULAF-Net: Ultra lightweight attention fusion network for real-time semantic segmentation

  • Original Article

Kaidi Hu, Zongxia Xie, Qinghua Hu

Entropy based optimal scale selection and attribute reduction in multi-scale interval-set decision tables

  • Original Article

Zhen-Huang Xie, Wei-Zhi Wu, Lei-Xi Wang, Anhui Tan

Automated catastrophic optical damage inspection of semiconductor laser chip based on multi-scale strip convolution aggregation

  • Original Article

Shuai Guo, Dengao Li, Jumin Zhao, Huayu Jia, Biao Luo, Bao Tang, Yuxiang Lv

A fine-grained convolutional recurrent model for obstructive sleep apnea detection

  • Original Article

Enming Zhang, Yuan Yao, Nan Zhou, Yu Chen, Haibo Zhang, Jinhong Guo, Fei Teng

Correction to: IntelPVT: intelligent patch-based pyramid vision transformers for object detection and classification

  • Open Access
  • Correction

Divya Nimma, Zhaoxian Zhou

Correction to: Different treatments of pixels in unlabeled images for semi-supervised sonar image segmentation

  • Correction

Huipu Xu, Pengfei Tong, Yongzhi Li

Jun 24
Issue: 6/2024
Aug 24
Issue: 8/2024

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