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Improving fraud detection via imbalanced graph structure learning 期刊论文
MACHINE LEARNING, 2023, 页码: 22
作者:  Ren, Lingfei;  Hu, Ruimin;  Liu, Yang;  Li, Dengshi;  Wu, Junhang;  Zang, Yilong;  Hu, Wenyi
收藏  |  浏览/下载：7/0  |  提交时间：2024/05/20
Fraud detection  Graph structure learning  Homophily  Heterophily  
Dual Compensation Residual Networks for Class Imbalanced Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 10, 页码: 11733-11752
作者:  Hou, Ruibing;  Chang, Hong;  Ma, Bingpeng;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：20/0  |  提交时间：2023/12/04
Class imbalance learning  class-incremental learning  residual path  
Balanced masking strategy for multi-label image classification 期刊论文
NEUROCOMPUTING, 2023, 卷号: 522, 页码: 64-72
作者:  Yuan, Jin;  Zhang, Yao;  Shi, Zhongchao;  Geng, Xin;  Fan, Jianping;  Rui, Yong
收藏  |  浏览/下载：22/0  |  提交时间：2023/07/12
Multi -label image classification  Data imbalance  Masking strategy  Graph neural network  
Ingredient Prediction via Context Learning Network With Class-Adaptive Asymmetric Loss 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 5509-5523
作者:  Luo, Mengjiang;  Min, Weiqing;  Wang, Zhiling;  Song, Jiajun;  Jiang, Shuqiang
收藏  |  浏览/下载：14/0  |  提交时间：2023/12/04
Ingredient prediction  multi-label classification  deep learning  
Learning With Multiclass AUC: Theory and Algorithms 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 11, 页码: 7747-7763
作者:  Yang, Zhiyong;  Xu, Qianqian;  Bao, Shilong;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：18/0  |  提交时间：2023/07/12
AUC optimization  machine learning  
VP-Detector: A 3D multi-scale dense convolutional neural network for macromolecule localization and classification in cryo-electron tomograms 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2022, 卷号: 221, 页码: 14
作者:  Hao, Yu;  Wan, Xiaohua;  Yan, Rui;  Liu, Zhiyong;  Li, Jintao;  Zhang, Shihua;  Cui, Xuefeng;  Zhang, Fa
收藏  |  浏览/下载：18/0  |  提交时间：2023/07/12
Cryo-ET  Sub-tomogram averaging  Particle localization  Particle classification  Convolutional neural networks  
Design of Power-Imbalanced SCMA Codebook 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2022, 卷号: 71, 期号: 2, 页码: 2140-2145
作者:  Li, Xudong;  Gao, Zhicheng;  Gui, Yiming;  Liu, Zilong;  Xiao, Pei;  Yu, Lisu
收藏  |  浏览/下载：28/0  |  提交时间：2022/12/07
NOMA  Genetic algorithms  Electronic mail  Downlink  Sparse matrices  Codes  Receivers  Sparse code multiple access (SCMA)  power imbalance  near-far effect  minimum Euclidean distance (MED)  minimum product distance (MPD)  
Adaptive Spatial Location With Balanced Loss for Video Captioning 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 1, 页码: 17-30
作者:  Li, Linghui;  Zhang, Yongdong;  Tang, Sheng;  Xie, Lingxi;  Li, Xiaoyong;  Tian, Qi
收藏  |  浏览/下载：23/0  |  提交时间：2022/12/07
Task analysis  Redundancy  Feature extraction  Visualization  Detectors  Computer vision  Training  Convolutional neural network  recurrent neural network  video captioning  adaptive spatial location  balanced loss  
Multi-labelled proteins recognition for high-throughput microscopy images using deep convolutional neural networks 期刊论文
BMC BIOINFORMATICS, 2021, 卷号: 22, 期号: SUPPL 3, 页码: 14
作者:  Zhang, Enze;  Zhang, Boheng;  Hu, Shaohan;  Zhang, Fa;  Liu, Zhiyong;  Wan, Xiaohua
收藏  |  浏览/下载：43/0  |  提交时间：2021/12/01
Protein pattern recognition  DNNs  Multi-class and multi-label  Label imbalance  High-throughput microscopy images  
Multiset Feature Learning for Highly Imbalanced Data Classification 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 1, 页码: 139-156
作者:  Jing, Xiao-Yuan;  Zhang, Xinyu;  Zhu, Xiaoke;  Wu, Fei;  You, Xinge;  Gao, Yang;  Shan, Shiguang;  Yang, Jing-Yu
收藏  |  浏览/下载：43/0  |  提交时间：2021/12/01
Highly imbalanced data classification  multiset feature learning  deep metric learning  generative adversarial network  cost-sensitive factor  weighted uncorrelated constraint