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Unsupervised feature selection via unifying distribution alignment and structure preservation 期刊论文
INFORMATION FUSION, 2026, 卷号: 126, 页码: 20
作者:  Cao, Chunxu;  Zhang, Yong;  Ai, Yanke;  Zhang, Qiang
收藏  |  浏览/下载：5/0  |  提交时间：2025/12/03
Feature selection  Filter feature selection method  Distributional distances  Gromov-Wasserstein distance  Kernel trick  Extreme gradient boosting  
RFAE: A high-robust feature selector based on fractal autoencoder 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2025, 卷号: 285, 页码: 13
作者:  Ou, Jingfeng;  Li, Jiawei;  Xia, Zhiliang;  Dai, Shurui;  Guo, Yan;  Jiang, Limin;  Tang, Jijun
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Feature selection  Model robustness  Weight exponentiation  Dual-network mechanism  
Query-Aware Semantic Encoder-Based Resource Allocation in Task-Oriented Communications 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 7, 页码: 6413-6429
作者:  Cai, Qing;  Zhou, Yiqing;  Liu, Ling;  Yu, Hanxiao;  Wu, Yihao;  Shi, Ningzhe;  Shi, Jinglin
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Semantics  Receivers  Generators  Feature extraction  Costs  Transmitters  Decoding  Data mining  Bandwidth  Vectors  Semantic encoder  Task-oriented communications  Relevance-based data selection and bandwidth allocation  Deep reinforcement learning  
Editorial: Computational solutions for microbiome and metagenomics sequencing analyses, Volume II 期刊论文
FRONTIERS IN MOLECULAR BIOSCIENCES, 2023, 卷号: 10, 页码: 2
作者:  Niyogisubizo, Jovial;  Cai, Yunpeng;  Zhang, Lu;  Zhang, Xingyu;  Wei, Yanjie
收藏  |  浏览/下载：57/0  |  提交时间：2023/12/04
gut microbiota  circular RNA biomarkers  metagenomics sequencing  COVID-19  feature selection  machine learning  immune markers  
Identification of Autism spectrum disorder based on a novel feature selection method and Variational Autoencoder 期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2022, 卷号: 148, 页码: 11
作者:  Zhang, Fangyu;  Wei, Yanjie;  Liu, Jin;  Wang, Yanlin;  Xi, Wenhui;  Pan, Yi
收藏  |  浏览/下载：52/0  |  提交时间：2023/07/12
ASD  fMRI  Filter feature selection  VAE  ABIDE  Classification  
Feature Rescaling and Fusion for Tiny Object Detection 期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 62946-62955
作者:  Liu, Jingwei;  Gu, Yi;  Han, Shumin;  Zhang, Zhibin;  Guo, Jiafeng;  Cheng, Xueqi
收藏  |  浏览/下载：66/0  |  提交时间：2021/12/01
Feature extraction  Object detection  Semantics  Task analysis  Training  Spatial resolution  Shape  Tiny object detection  nonparametric adaptive selection  feature fusion  feature pyramid network  ensemble model  
Parameter Estimation with the Ordered l(2) Regularization via an Alternating Direction Method of Multipliers 期刊论文
APPLIED SCIENCES-BASEL, 2019, 卷号: 9, 期号: 20, 页码: 17
作者:  Humayoo, Mahammad;  Cheng, Xueqi
收藏  |  浏览/下载：116/0  |  提交时间：2020/12/10
ADMM  big data  feature selection  optimization  ridge regression  ordered regularization  elastic net  
Inferring Cognitive Wellness from Motor Patterns 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2018, 卷号: 30, 期号: 12, 页码: 2340-2353
作者:  Chen, Yiqiang;  Hu, Chunyu;  Hu, Bin;  Hu, Lisha;  Yu, Han;  Miao, Chunyan
收藏  |  浏览/下载：126/0  |  提交时间：2019/08/16
Correlation analysis  motor pattern  cognitive wellness  imbalanced small-sampling feature selection  imbalanced classification  
Joint Feature Selection and Classification for Multilabel Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 3, 页码: 876-889
作者:  Huang, Jun;  Li, Guorong;  Huang, Qingming;  Wu, Xindong
收藏  |  浏览/下载：83/0  |  提交时间：2019/12/10
Feature selection  label correlation  label-specific features  multilabel classification  shared features  
Research on Point-wise Gated Deep Networks 期刊论文
APPLIED SOFT COMPUTING, 2017, 卷号: 52, 页码: 1210-1221
作者:  Zhang, Nan;  Ding, Shifei;  Zhang, Jian;  Xue, Yu
收藏  |  浏览/下载：74/0  |  提交时间：2019/12/12
Restricted boltzmann machine  Deep Boltzmann machine  Deep belief network  Dropout  Weight uncertainty  Feature selection