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检索条件"主题词=Contractive autoencoder"
17 条 记 录,以下是11-20 订阅
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Hyperspectral Data Feature Extraction Using Deep Learning Hybrid Model
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WIRELESS PERSONAL COMMUNICATIONS 2018年 第4期102卷 3529-3543页
作者: Jiang, Xinhua Xue, Heru Zhang, Lina Gao, Xiaojing Zhou, Yanqing Bai, Jie Inner Mongolia Agr Univ Coll Comp & Informat Engn Hohhot Peoples R China Inner Mongolia Normal Univ Coll Phys & Elect Informat Sci Hohhot Peoples R China
The original hyperspectral data served as the initial features has the characteristics of high dimension and redundancy, which is not suitable for the subsequent analysis, so extracting feature information is needed. ... 详细信息
来源: 评论
A learning-based harmonic mapping: Framework, assessment, and case study of human-to-robot hand pose mapping
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INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH 2021年 第2-3期40卷 534-557页
作者: Chong, Eunsuk Zhang, Lionel Santos, Veronica J. Univ Calif Los Angeles Dept Mech & Aerosp Engn Biomechatron Lab Los Angeles CA USA
Harmonic mapping provides a natural way of mapping two manifolds by minimizing distortion induced by the mapping. However, most applications are limited to mapping between 2D and/or 3D spaces owing to the high computa... 详细信息
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Enhanced autoencoder-based fraud detection: a novel approach with noise factor encoding and SMOTE
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KNOWLEDGE AND INFORMATION SYSTEMS 2024年 第1期66卷 635-652页
作者: Cakir, Mert Yilmaz Sirin, Yahya Istanbul Sabahattin Zaim Univ Comp Sci & Engn TR-34303 Istanbul Turkiye
Fraud detection is a critical task across various domains, requiring accurate identification of fraudulent activities within vast arrays of transactional data. The significant challenges in effectively detecting fraud... 详细信息
来源: 评论
SCDD: a novel single-cell RNA-seq imputation method with diffusion and denoising
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BRIEFINGS IN BIOINFORMATICS 2022年 第5期23卷 bbac398-bbac398页
作者: Liu, Jian Pan, Yichen Ruan, Zhihan Guo, Jun Nankai Univ Coll Comp Sci Tianjin Peoples R China Northeastern Univ Coll Software Boston MA 02115 USA
Single-cell sequencing technologies are widely used to discover the evolutionary relationships and the differences in cells. Since dropout events may frustrate the analysis, many imputation approaches for single-cell ... 详细信息
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Towards Improving Accuracy and Computation Cost Optimization of Recommendation Systems  23
Towards Improving Accuracy and Computation Cost Optimization...
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32nd ACM International Conference on Information and Knowledge Management (CIKM)
作者: Azri, Abdelghani Hassan First Univ Settat FST LAVETE Lab Settat Morocco
It is hard to avoid recommender systems (RS) these days which play a vital role in various domains, such as e-commerce, online streaming platforms, and personalized content delivery. These systems assist users in disc... 详细信息
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Improving Explainable Matrix Factorization with User-Item Features for Recommender Systems  5th
Improving Explainable Matrix Factorization with User-Item Fe...
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5th International Conference on Smart Applications and Data Analysis for Smart Cyber Physical Systems
作者: Azri, Abdelghani Haddi, Adil Allali, Hakim Hassan First Univ Settat FST LAVETE Lab Settat 26000 Morocco Hassan First Univ Settat ENSA LAVETE Lab Berrechid 26100 Morocco
Collaborative Filtering (CF) has been a highly effective approach widely utilized in Recommender Systems, leveraging user-item interactions. Among CF methods, Matrix Factorization (MF) has maintained a prominent statu... 详细信息
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Enhanced prediction of stock markets using a novel deep learning model PLSTM-TAL in urbanized smart cities
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Heliyon 2024年 第6期10卷 e27747页
作者: Latif, Saima Javaid, Nadeem Aslam, Faheem Aldegheishem, Abdulaziz Alrajeh, Nabil Bouk, Safdar Hussain Department of Management Sciences COMSATS University Islamabad Islamabad 44000 Pakistan Department of Computer Science COMSATS University Islamabad Islamabad 44000 Pakistan International Graduate School of Artificial Intelligence National Yunlin University of Science and Technology Yunlin 64002 Taiwan School of Business Administration (SBA) Al Akhawayn University Ifrane 53003 Morocco Department of Urban Planning College of Architecture and Planning King Saud University Riyadh 11574 Saudi Arabia Department of Biomedical Technology College of Applied Medical Sciences King Saud University Riyadh 11633 Saudi Arabia Old Dominion University Hampton Blvd Norfolk 4114 United States
Accurate predictions of stock markets are important for investors and other stakeholders of the equity markets to formulate profitable investment strategies. The improved accuracy of a prediction model even with a sli... 详细信息
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