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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：25/0  |  提交时间：2025/12/03
Feature selection  Filter feature selection method  Distributional distances  Gromov-Wasserstein distance  Kernel trick  Extreme gradient boosting  
AFFS: Adaptive Fast Frequency Selection Algorithm for Deep Learning Feature Extraction 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2026, 卷号: 38, 期号: 2, 页码: 842-856
作者:  Li, Xiaocan;  Xie, Kun;  He, Zilong;  Wen, Jigang;  Cao, Jiannong;  Zhang, Guangxing;  Xie, Gaogang;  Liang, Wei
收藏  |  浏览/下载：2/0  |  提交时间：2026/05/25
Feature extraction  Discrete cosine transforms  Adaptation models  Training  Data models  Computational modeling  Time-frequency analysis  Deep learning  Logic gates  Image classification  Discrete cosine transform  feature extraction  frequency components selection  frequency domain  
SSC-PPI: A Subspace Structure Consistency-Based Method for Protein-Protein Interactions Prediction 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2025, 卷号: 22, 期号: 6, 页码: 2477-2490
作者:  Ma, Ziping;  Min, Weiqing;  Zhang, Huanpu;  Huang, Yulei;  Jiang, Shuqiang
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Proteins  Feature extraction  Drugs  Diseases  Amino acids  Accuracy  Predictive models  Dimensionality reduction  Data mining  Databases  Protein-protein interactions  dimension reduction  unsupervised feature selection  latent representation learning  
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：24/0  |  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：25/0  |  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：75/0  |  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：69/0  |  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：91/0  |  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：129/0  |  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：147/0  |  提交时间：2019/08/16
Correlation analysis  motor pattern  cognitive wellness  imbalanced small-sampling feature selection  imbalanced classification