Issue 2/2024
Content (30 Articles)
2D-THA-ADMM: communication efficient distributed ADMM algorithm framework based on two-dimensional torus hierarchical AllReduce
Guozheng Wang, Yongmei Lei, Zeyu Zhang, Cunlu Peng
MetaCL: a semi-supervised meta learning architecture via contrastive learning
Chengyang Li, Yongqiang Xie, Zhongbo Li, Liping Zhu
FRS-SIFS: fuzzy rough set session identification and feature selection in web robot detection
Javad Hamidzadeh, Samaneh Rahimi, Mohammad Ali Zarif
On generalization reducts in incomplete multi-scale decision tables
Xiaoli He, Lin Zhao, Yanhong She
Multi-scale adaptive networks for efficient inference
Linfeng Li, Weixing Su, Fang Liu, Maowei He, Xiaodan Liang
Gaussian mixture model with local consistency: a hierarchical minimum message length-based approach
Min Li, Guoyin Wang, Zeng Yu, Hongjun Wang, Jihong Wan, Tianrui Li
Optimal airport selection utilizing power Muirhead mean based group decision model with 2-tuple linguistic q-rung orthopair fuzzy information
Sumera Naz, Muhammad Akram, Aqsa Shafiq, Kiran Akhtar
Adaptive unsupervised feature selection with robust graph regularization
Zhiwen Cao, Xijiong Xie, Feixiang Sun
RAMFAE: a novel unsupervised visual anomaly detection method based on autoencoder
Zhongju Sun, Jian Wang, Yakun Li
Formative semi-supervised learning based on adaptive combined model for brain–computer interface
Yunyuan Gao, Mengting Li, Zhen Cao, Ming Meng
Multiple-model and time-sensitive dynamic active learning for recurrent graph convolutional network model extraction attacks
Zhuo Zeng, Chengliang Wang, Fei Ma, Peng Wang, Hongqian Wang
Three-way conflict analysis with similarity degree on an issue set
Wenyan Xu, Bing Jia
Decision space information driven algorithm for dynamic multiobjective optimization with a changing number of objectives
Xuemin Ma, Hao Sun, Ziyu Hu, Lixin Wei, Jingming Yang
Entropy regularized fuzzy nonnegative matrix factorization for data clustering
Kun Chen, Junchen Liang, Junmin Liu, Weilin Shen, Zongben Xu, Zhengjian Yao
Feature selection based on probability and mathematical expectation
Zhixuan Deng, Tianrui Li, Keyu Liu, Pengfei Zhang, Dayong Deng
Non-local tensor sparse representation and tensor low rank regularization for dynamic MRI reconstruction
Minan Gong, Guixu Zhang
A novel data-free continual learning method with contrastive reversion
Chu Wu, Runshan Xie, Shitong Wang
Sequence tagging with a rethinking structure for joint entity and relation extraction
Daojian Zeng, Lu Xu, Chao Jiang, Jianlin Zhu, Hongting Chen, Jianhua Dai, Lincheng Jiang
LEFSA: label enhancement-based feature selection with adaptive neighborhood via ant colony optimization for multilabel learning
Lin Sun, Yusheng Chen, Weiping Ding, Jiucheng Xu
Program synthesis algorithm based on context consistency heuristic
Quansheng Dou, Hao Pan, Huanling Tang, Ping Jiang, Huixian Wang
AFMPM: adaptive feature map pruning method based on feature distillation
Yufeng Guo, Weiwei Zhang, Junhuang Wang, Ming Ji, Chenghui Zhen, Zhengzheng Guo
An improved deep network-based RGB-D semantic segmentation method for indoor scenes
Jianjun Ni, Ziru Zhang, Kang Shen, Guangyi Tang, Simon X. Yang
TFEN: two-stage feature enhancement network for single-image super-resolution
Shuying Huang, Houzeng Lai, Yong Yang, Weiguo Wan, Wei Li
A pruning extreme learning machine with regularization for multi-dimensional output problems
Yunwei Dai, Yuao Zhang, Qingbiao Wu
Different treatments of pixels in unlabeled images for semi- supervised sonar image segmentation
Huipu Xu, Pengfei Tong, Yongzhi Li
MSIF: multi-spectrum image fusion method for cross-modality person re-identification
Qingshan Chen, Zhenzhen Quan, Yifan Zheng, Yujun Li, Zhi Liu, Mikhail G. Mozerov
Adaptive occlusion hybrid second-order attention network for head pose estimation
Qi Fu, Kai Xie, Chang Wen, Jianbiao He, Wei Zhang, Hongling Tian, Sheng Yang
Federated domain generalization for intelligent fault diagnosis based on pseudo-siamese network and robust global model aggregation
Yan Song, Peng Liu
Adaptive weighting function for weighted nuclear norm based matrix/tensor completion
Qian Zhao, Yuji Lin, Fengxingyu Wang, Deyu Meng
Stemming competitive influence spread in social networks through binary ions motion optimization
Ping Kong, Chao Wang, Liangliang Ma, Ye Ye, Lu Wang, Nenggang Xie