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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  
DEFT: Data-Efficient Fine-Tuning Through Multi-Dimensional Data Selection 期刊论文
IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2026, 卷号: 34, 页码: 352-363
作者:  Dai, Shaojie;  Liu, Xin;  Yu, Yue
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Data models  Complexity theory  Training data  Training  Speech processing  Semantics  Adaptation models  Tuning  Measurement  Large language models  Data-efficient fine-tuning  large language models (LLMs)  instruction fine-tuning  data selection  
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  
AdaE: Knowledge Graph Embedding With Adaptive Embedding Sizes 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 8, 页码: 4432-4445
作者:  Guan, Zhanpeng;  Zhang, Fuwei;  Zhang, Zhao;  Zhuang, Fuzhen;  Wang, Fei;  An, Zhulin;  Xu, Yongjun
收藏  |  浏览/下载：22/0  |  提交时间：2025/12/03
Knowledge graphs  Adaptation models  Training  Data models  Search problems  Vectors  Overfitting  Tail  Optimization  Tensors  Knowledge graph embedding (KGE)  Data imbalance issue  Dimension selection  
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  
Age of Information Based Client Selection for Wireless Federated Learning With Diversified Learning Capabilities 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 12, 页码: 14934-14945
作者:  Dong, Liran;  Zhou, Yiqing;  Liu, Ling;  Qi, Yanli;  Zhang, Yu
收藏  |  浏览/下载：34/0  |  提交时间：2025/06/25
Training  Computational modeling  Servers  Data models  Wireless communication  Mobile computing  Accuracy  Federated learning (FL)  age of information (AoI)  client selection  fairness scheduling  
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  
Perceptual learning and abstraction in machine learning: An application to autonomous robotics 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS, 2006, 卷号: 36, 期号: 2, 页码: 172-181
作者:  Bredeche, N;  Shi, ZZ;  Zucker, JD
收藏  |  浏览/下载：89/0  |  提交时间：2019/12/16
abstraction  feature selection  machine learning  perceptual learning  real-world data