Issue 12/2023
Content (25 Articles)
Feature selection using neighborhood uncertainty measures and Fisher score for gene expression data classification
Jiucheng Xu, Kanglin Qu, Kangjian Qu, Qincheng Hou, Xiangru Meng
QMGR-Net: quaternion multi-graph reasoning network for 3D hand pose estimation
Haomin Ni, Shengli Xie, Pingping Xu, Xiaozhao Fang, Weijun Sun, Ribo Fang
BCDetNet: a deep learning architecture for building change detection from bi-temporal high resolution satellite images
K. S. Basavaraju, N. Solanki Hiren, N. Sravya, Shyam Lal, J. Nalini, Chintala Sudhakar Reddy
Adaptive affinity matrix learning for dimensionality reduction
Junran He, Xiaozhao Fang, Peipei Kang, Lin Jiang, Lunke Fei, Na Han, Weijun Sun
Multiple sparse spaces network pruning via a joint similarity criterion
Guoqiang Li, Anbang Chen, Bowen Liu
Incomplete multi-view clustering via attention-based contrast learning
Yanhao Zhang, Changming Zhu
Multi-perspective contrastive learning framework guided by sememe knowledge and label information for sarcasm detection
Zhiyuan Wen, Rui Wang, Xuan Luo, Qianlong Wang, Bin Liang, Jiachen Du, Xiaoqi Yu, Lin Gui, Ruifeng Xu
PDR-SMOTE: an imbalanced data processing method based on data region partition and K nearest neighbors
Hongfang Zhou, Zongling Wu, Ningning Xu, Hao Xiao
Structured deep learning based object-specific distance estimation from a monocular image
Yu Shi, Tao Lin, Biao Chen, Ruixia Wang, Yabo Zhang
Vulnerable point detection and repair against adversarial attacks for convolutional neural networks
Jie Gao, Zhaoqiang Xia, Jing Dai, Chen Dang, Xiaoyue Jiang, Xiaoyi Feng
IST-PTEPN: an improved pedestrian trajectory and endpoint prediction network based on spatio-temporal information
Xin Yang, Jiangfeng Fan, Siyuan Xing
Unsupervised concept drift detection method based on robust random cut forest
Zijuan Pang, Jianming Cen, Ming Yi
A causality-inspired data augmentation approach to cross-domain burr detection using randomly weighted shallow networks
M. R. Rahul, Shital S. Chiddarwar
Self-similarity feature based few-shot learning via hierarchical relation network
Yangqing Zhong, Yuling Su, Hong Zhao
A novel stratification clustering algorithm based on a new local density estimation method and an improved local inter-cluster distance measure
Jianfang Qi, Yue Li, Haibin Jin, Jianying Feng, Dong Tian, Weisong Mu
Similarity graph-based max-flow and duality approaches for semi-supervised data classification and image segmentation
Ekaterina Merkurjev
Face alignment combined with shape constraints and Gaussian heatmap
Lan Di, Jiahui Zhang, Jiuzhen Liang
A fuzzy clustering ensemble selection based on active full-link similarity
Li Xu, XiaoFei Yan, Jie Huang, Yanqiu Wang, Zeng Li
Feature selection using symmetric uncertainty and hybrid optimization for high-dimensional data
Lin Sun, Shujing Sun, Weiping Ding, Xinyue Huang, Peiyi Fan, Kunyu Li, Leqi Chen
UniSAr: a unified structure-aware autoregressive language model for text-to-SQL semantic parsing
Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Jian-Guang Lou, Dechen Zhan
Robust stability of complex-valued fractional-order neural networks with uncertain parameters based on new integral inequalities
Yushan Wang, Cheng-De Zheng, Meiyan Lin
General fine-grained event detection based on fusion of multi-information representation and attention mechanism
Xinyu He, Ge Yan, Changfu Si, Yonggong Ren
Convergence analysis for sparse Pi-sigma neural network model with entropy error function
Qinwei Fan, Fengjiao Zheng, Xiaodi Huang, Dongpo Xu
Efficient dual domain image denoising via SURE-based optimization
Tao Dai, Yanjie Li
Multi-scale fusion transformer based weakly supervised hashing learning for instance retrieval
Yuanhai Lv, Chen Jiao, Wanqing Zhao, Wei Zhao, Ziyu Guan, Xiaofei He