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Towards interpretable imaging genomics analysis: Methodological developments and applications 期刊论文
INFORMATION FUSION, 2024, 卷号: 102, 页码: 18
作者:  Cen, Xiaoping;  Dong, Wei;  Lv, Wei;  Zhao, Yi;  Dubee, Fred;  Mentis, Alexios-Fotios A.;  Jovic, Dragomirka;  Yang, Huanming;  Li, Yixue
收藏  |  浏览/下载：8/0  |  提交时间：2023/12/04
Interpretability  Imaging genomics  Genotype -phenotype association  Precision medicine  
Frequency-Domain Inference Acceleration for Convolutional Neural Networks Using ReRAMs 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2023, 卷号: 34, 期号: 12, 页码: 3133-3146
作者:  Liu, Bosheng;  Jiang, Zhuoshen;  Wu, Yalan;  Wu, Jigang;  Chen, Xiaoming;  Liu, Peng;  Zhou, Qingguo;  Han, Yinhe
收藏  |  浏览/下载：8/0  |  提交时间：2023/12/04
Frequency-domain accelerator  energy efficiency  resistive random access memory  frequency-domain convolutions  
Accelerating k-Shape Time Series Clustering Algorithm Using GPU 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2023, 卷号: 34, 期号: 10, 页码: 2718-2734
作者:  Wang, Xun;  Song, Ruibao;  Xiao, Junmin;  Li, Tong;  Li, Xueqi
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Data space  time series analysis  time series clustering  GPU architecture  k-shape algorithm  
4D facial analysis: A survey of datasets, algorithms and applications 期刊论文
COMPUTERS & GRAPHICS-UK, 2023, 卷号: 115, 页码: 423-445
作者:  Liu, Yong-Jin;  Wang, Baodong;  Gao, Lin;  Zhao, Junli;  Yi, Ran;  Yu, Minjing;  Pan, Zhenkuan;  Gu, Xianfeng
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
4D facial datasets  4D face analysis  Dynamic facial expressions  
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：8/0  |  提交时间：2023/12/04
Class imbalance learning  class-incremental learning  residual path  
AD(2)S: Adaptive anomaly detection on sporadic data streams 期刊论文
COMPUTER COMMUNICATIONS, 2023, 卷号: 209, 页码: 151-162
作者:  Liu, Fengrui;  Wang, Yang;  Li, Zhenyu;  Guan, Hongtao;  Xie, Gaogang
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Anomaly detection  Sporadic data  Data streams  Quality of service  
Deep Learning-Based Near-Infrared Hyperspectral Imaging for Food Nutrition Estimation 期刊论文
FOODS, 2023, 卷号: 12, 期号: 17, 页码: 15
作者:  Li, Tianhao;  Wei, Wensong;  Xing, Shujuan;  Min, Weiqing;  Zhang, Chunjiang;  Jiang, Shuqiang
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
deep learning  near-infrared hyperspectral imaging  food nutrition estimation  wavelength selection  
Federated Data Quality Assessment Approach: Robust Learning With Mixed Label Noise 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 15
作者:  Zeng, Bixiao;  Yang, Xiaodong;  Chen, Yiqiang;  Yu, Hanchao;  Hu, Chunyu;  Zhang, Yingwei
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Noise measurement  Servers  Task analysis  Adaptation models  Data models  Data integrity  Computers  Data quality assessment  federated learning (FL)  noise-robust algorithm  
Identification of Key Genes as Potential Drug Targets for Gastric Cancer 期刊论文
TSINGHUA SCIENCE AND TECHNOLOGY, 2023, 卷号: 28, 期号: 4, 页码: 649-664
作者:  Hossain, Md. Tofazzal;  Reza, Md. Selim;  Peng, Yin;  Feng, Shengzhong;  Wei, Yanjie
收藏  |  浏览/下载：16/0  |  提交时间：2023/07/12
gastric cancer  hub genes  candidate genes  molecular docking  candidate drugs  
General Greedy De-Bias Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 9789-9805
作者:  Han, Xinzhe;  Wang, Shuhui;  Su, Chi;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Task analysis  Correlation  Training  Data models  Question answering (information retrieval)  Visualization  Image classification  Curriculum learning  dataset biases  greedy strategy  robust learning