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检索条件"主题词=Clustering Algorithms"
51237 条 记 录,以下是501-510 订阅
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Information Theoretical Importance Sampling clustering and Its Relationship With Fuzzy C-Means
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IEEE TRANSACTIONS ON FUZZY SYSTEMS 2024年 第4期32卷 2164-2175页
作者: Zhang, Jiangshe Ji, Lizhen Wang, Meng Xi An Jiao Tong Univ Sch Math & Stat Xian 710049 Peoples R China Northwest China Grid Co Ltd Xian 710048 Peoples R China
A current assumption of most clustering methods is that the training data and future data are taken from the same distribution. However, this assumption may not hold in most real-world scenarios. In this article, we p... 详细信息
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A Novel Fuzzy Hypersphere Neural Network Classifier Using Class Specific clustering for Robust Pattern Classification
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IEEE ACCESS 2024年 12卷 124209-124219页
作者: Mane, Deepak Kulkarni, Arun Pradhan, Biswajeet Gite, Shilpa Bidwe, Ranjeet Vasant Lee, Chang-Wook Alamri, Abdullah Vishwakarma Inst Technol Pune 411037 Maharashtra India Thadomal Shahani Engn Coll Mumbai 400050 Maharashtra India Univ Technol Sydney CAMGIS Sch Civil & Environm Engn Ultimo NSW 2007 Australia Symbiosis Int Deemed Univ SIU Symbiosis Inst Technol Pune Campus Pune 412115 Maharashtra India Symbiosis Int Deemed Univ Symbiosis Ctr Appl AI SCAAI Pune 412115 India Kangwon Natl Univ Dept Sci Educ Chuncheon Si 24341 Gangwon Do South Korea King Saud Univ Coll Sci Dept Geol & Geophys Riyadh 11421 Saudi Arabia
This paper introduces two novel class-specific fuzzy clustering algorithms: Mean-based Supervised clustering (MSC) and Density-based Mean Supervised clustering (DMSC). These algorithms are designed to construct the hi... 详细信息
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Fuzzy C-Means clustering and Improved Arithmetic Optimization Algorithm-Based Layering Cooperative Routing Protocol for UASNs
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IEEE SENSORS JOURNAL 2024年 第15期24卷 24810-24824页
作者: Han, Duoliang Du, Xiujuan Liu, Xiuxiu Tian, Xiaojing Qinghai Normal Univ Dept Comp Xining 810008 Peoples R China Qinghai Normal Univ Dept Comp Qinghai Prov Key Lab IoT Xining 810008 Peoples R China State Key Lab Tibetan Intelligent Informat Proc & Xining 810008 Peoples R China
In underwater acoustic sensor networks (UASNs), the energy resources available to the underwater nodes are severely limited. The depletion of node energy can decrease network connectivity and shorten the lifetime of t... 详细信息
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Cascaded Two-Stage Feature clustering and Selection via Separability and Consistency in Fuzzy Decision Systems
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IEEE TRANSACTIONS ON FUZZY SYSTEMS 2024年 第9期32卷 5320-5333页
作者: Chen, Yuepeng Ding, Weiping Ju, Hengrong Huang, Jiashuang Yin, Tao Nantong Univ Sch Informat Sci & Technol Nantong 226019 Peoples R China Nantong Univ Sch Artificial Intelligence & Comp Sci Nantong 226019 Peoples R China City Univ Macau Fac Data Sci Macau 999078 Peoples R China
Feature selection is a vital technique in machine learning, as it can reduce computational complexity, improve model performance, and mitigate the risk of overfitting. However, the increasing complexity and dimensiona... 详细信息
来源: 评论
Spectral Embedding Fusion for Incomplete Multiview clustering
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IEEE TRANSACTIONS ON IMAGE PROCESSING 2024年 33卷 4116-4130页
作者: Chen, Jie Chen, Yingke Wang, Zhu Zhang, Haixian Peng, Xi Sichuan Univ Coll Comp Sci Chengdu 610065 Peoples R China Northumbria Univ Dept Comp & Informat Sci Newcastle Upon Tyne NE1 8ST Northumberland England Sichuan Univ Law Sch Chengdu 610065 Peoples R China
Incomplete multiview clustering (IMVC) aims to reveal the underlying structure of incomplete multiview data by partitioning data samples into clusters. Several graph-based methods exhibit a strong ability to explore h... 详细信息
来源: 评论
Anomaly Detection in Public Street Lighting Data Using Unsupervised clustering
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IEEE TRANSACTIONS ON CONSUMER ELECTRONICS 2024年 第1期70卷 4524-4535页
作者: Ali, Mubashir Scandurra, Patrizia Moretti, Fabio Sherazi, Hafiz Husnain Raza Univ Birmingham Edgbaston Comp Sci Dept Birmingham B15 2TT England Univ Bergamo Dept Engn & Appl Sci I-24044 Dalmine Italy ENEA Natl Agcy New Technol Energy & Econ Sustainab Energy Technol & Renewable Sources Dept I-00123 Rome Italy Newcastle Univ Sch Comp Newcastle Upon Tyne NE4 5TG England
The digitization of the energy industry enables the collection and analysis of vast amounts of consumption data for improved decision-making and efficient energy resource utilization. This big data represents an oppor... 详细信息
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clustering-Based Frequent Pattern Mining Framework for Solving Cold-Start Problem in Recommender Systems
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IEEE ACCESS 2024年 12卷 13678-13698页
作者: Kannout, Eyad Grzegorowski, Marek Grodzki, Michal Nguyen, Hung Son Univ Warsaw Inst Informat PL-02097 Warsaw Poland
Recommender systems (RS) are substantial for online shopping or digital content services. However, due to some data characteristics or insufficient historical data, may encounter considerable difficulties impacting th... 详细信息
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Tensor Low-Rank Graph Embedding and Learning for One-Step Incomplete Multi-View clustering
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IEEE TRANSACTIONS ON MULTIMEDIA 2024年 26卷 9763-9775页
作者: Wan, Minghua Zhu, Jingyu Sun, Chengli Yang, Zhangjing Yin, Jun Yang, Guowei Nanjing Audit Univ Sch Comp Sci Sch Intelligent Audit Nanjing 211815 Peoples R China Shanghai Maritime Univ Coll Informat Engn Shanghai 201306 Peoples R China Nanjing Xiaozhuang Univ Key Lab Intelligent Informat Proc Nanjing 211171 Peoples R China Guangzhou Maritime Univ Sch Informat & Commun Engn Guangzhou 510700 Peoples R China Qingdao Univ Sch Elect Informat Qingdao 266071 Peoples R China
Traditional multi-view algorithms typically require data to be complete, and these algorithms may not be suitable or effective when dealing with incomplete data. As a result, the research field has witnessed the emerg... 详细信息
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Demodulation Scheme Against Phase Noise Using an Ensemble clustering Approach
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IEEE TRANSACTIONS ON MOBILE COMPUTING 2024年 第12期23卷 12938-12951页
作者: Li, Yu Zhang, Jiaheng Xie, Ning Shenzhen Univ Coll Elect & Informat Engn Guangdong Key Lab Intelligent Informat Proc Shenzhen 518060 Peoples R China
Most wireless systems involve time-varying multipath channels, where the negative effect of the phase noise cannot be ignored. The phase noise can be introduced by imperfect phase-locked loop circuitry, imperfect chan... 详细信息
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Fast Multiview clustering by Optimal Graph Mining
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IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2024年 第9期35卷 13071-13077页
作者: Lu, Jitao Nie, Feiping Wang, Rong Li, Xuelong Northwestern Polytech Univ Sch Comp Sci Sch Artificial Intelligence OPt & ElectroN iOPEN Key Lab Intelligent Interact & Applicat Xian 710072 Peoples R China Northwestern Polytech Univ Sch Artificial Intelligence OPt & Elect iOPEN Key Lab Intelligent Interact & Applicat Xian 710072 Peoples R China
Multiview clustering (MVC) aims to exploit heterogeneous information from different sources and was extensively investigated in the past decade. However, far less attention has been paid to handling large-scale multiv... 详细信息
来源: 评论