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检索条件"主题词=clustering algorithms"
51277 条 记 录,以下是411-420 订阅
排序:
A Novel Multitouch Recognition Algorithm for Infrared Touch Screens Based on Geometric Construction and clustering
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IEEE SENSORS JOURNAL 2025年 第10期25卷 17671-17682页
作者: Zuo, Jiancun Ji, Zhangyuan Sun, Jingguo Li, Hewei Wang, Haowei Peng, Yue Shanghai Polytech Univ Sch Comp & Informat Engn Shanghai 201209 Peoples R China
Both sensor layout and sensor number determine the scan line density and limit the performance of modern infrared touchscreens in terms of recognition accuracy, positioning error, minimum touch object size, response t... 详细信息
来源: 评论
Enhancing clustering Performance With Tensorized High-Order Bipartite Graphs: A Structured Graph Learning Approach
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IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 2025年 第3期35卷 2616-2631页
作者: Zhao, Zihua Cao, Zhe Xin, Haonan Wang, Rong Wu, Danyang Wang, Zhen Nie, Feiping Northwestern Polytech Univ Sch Artificial Intelligence Opt & Elect iOPEN Minist Ind & Informat Technol Xian 710072 Peoples R China Northwestern Polytech Univ Key Lab Intelligent Interact & Applicat Minist Ind & Informat Technol Xian 710072 Peoples R China Northwest A&F Univ Coll Informat Engn Yangling 712100 Peoples R China Northwest A&F Univ Shaanxi Engn Res Ctr Intelligent Percept & Anal Ag Yangling 712100 Peoples R China
clustering based on structured graph learning involves acquiring a proximity matrix with an explicit clustering structure from the original one. However, the original proximity matrix often lacks some must-links compa... 详细信息
来源: 评论
Hierarchical Federated Learning With Distributed clustering and Multichannel ALOHA
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IEEE SENSORS JOURNAL 2025年 第7期25卷 12128-12142页
作者: Da Silva, Rodolfo Viturino Nogueira Dos Reis, Ana Flavia Brante, Glauber Souza, Richard Demo Univ Tecnol Fed Parana UTFPR Grad Program Elect & Comp Engn BR-80230901 Curitiba Brazil Inst Nacl Telecomunicacoes INATEL BR-37536001 Santa Rita Do Sapucai Brazil Fed Univ Santa Catarina UFSC Dept Elect & Elect Engn BR-88040900 Florianopolis Brazil
In an age characterized by seamless interconnectivity, the quantity of Internet of Things (IoT) devices has experienced substantial growth in recent years, with projections indicating further expansion. In this contex... 详细信息
来源: 评论
Local High-Order Graph Learning for Multi-View clustering
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IEEE TRANSACTIONS ON BIG DATA 2025年 第2期11卷 761-773页
作者: Wang, Zhi Lin, Qiang Ma, Yaxiong Ma, Xiaoke Xidian Univ Sch Comp Sci & Technol Xian 710071 Peoples R China Northwest Minzu Univ Sch Math & Informat Lanzhou 730030 Peoples R China
As the accumulation of multi-view data continues to grow, multi-view clustering has become increasingly important in research fields like data mining. However, current methods have been criticized for their unsatisfac... 详细信息
来源: 评论
Efficient Solvers for Wyner Common Information With Application to Multi-Modal clustering
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IEEE TRANSACTIONS ON INFORMATION THEORY 2025年 第3期71卷 2054-2074页
作者: Huang, Teng-Hui El Gamal, Hesham Univ Sydney Sch Elect & Comp Engn Camperdown NSW 2050 Australia Univ Sydney Fac Engn Camperdown NSW 2050 Australia
In this work, we propose computationally efficient solvers for novel extensions of Wyner common information. By separating information sources into bipartite, the proposed Bipartite common information framework has di... 详细信息
来源: 评论
CECEHO-GCS: A New Green Energy-Efficient clustering Protocol Based on Intelligent Optimization Theory in Industrial IoT
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IEEE INTERNET OF THINGS JOURNAL 2025年 第8期12卷 10907-10919页
作者: Zhou, Peng Cao, Qike Cao, Bingyu Chen, Wei Jin, Bo Zhao, Fengda Yanshan Univ Sch Informat Sci & Engn Qinhuangdao 066004 Hebei Peoples R China Xinjiang Coll Sci & Technol Sch Informat Sci & Engn Korla 841000 Xinjiang Peoples R China Henan Inst Sci & Technol Xinxiang 453003 Henan Peoples R China Xinjiang Coll Sci & Technol Sch Informat Sci & Engn Korla 841000 Xinjiang Peoples R China Univ Coimbra Inst Syst & Robot Dept Elect & Comp Engn P-3030290 Coimbra Portugal Portuguese Natl Acad Sci P-1600477 Lisbon Portugal
To address the issues of battery dependence, energy consumption, and energy management imbalance in industrial wireless sensor networks (IWSNs), this study proposes a green and energy-saving multiobjective clustering ... 详细信息
来源: 评论
DSCR: A Dynamic Secure clustering Routing Scheme for UANETs Based on Reputation Mechanism
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IEEE INTERNET OF THINGS JOURNAL 2025年 第10期12卷 14109-14123页
作者: Gong, Yinyan Chen, Yuxiang Li, Kuanching Liang, Wei Li, Xiong Wang, Jin Xiang, Yang Hunan Univ Sci & Technol Sch Comp Sci & Engn Xiangtan 411201 Peoples R China Hunan Univ Sci & Technol Sanya Res Inst Sanya 572024 Peoples R China Sch Comp Sci & Engn Hunan Key Lab Serv Comp & Novel Software Technol Xiangtan 411201 Peoples R China Univ Elect Sci & Technol China Inst Cyber Secur Sch Comp Sci & Engn Chengdu 611731 Peoples R China Swinburne Univ Technol Sch Software & Elect Engn Hawthorn Vic 3122 Australia
In UAV ad hoc networks (UANETs), rapid movement of nodes leads to frequent changes in network topology, increasing the risk of packet loss and affecting data transmission. Furthermore, current research on drone cluste... 详细信息
来源: 评论
Distributed multi-object tracking under limited field of view heterogeneous sensors with density clustering
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SIGNAL PROCESSING 2025年 228卷
作者: Chen, Fei Van Nguyen, Hoa Leong, Alex S. Panicker, Sabita Baker, Robin Ranasinghe, Damith C. Univ Adelaide Sch Comp & Math Sci Adelaide SA 5005 Australia Curtin Univ Sch Elect Engn Comp & Math Sci Bentley WA 6102 Australia Def Sci & Technol Grp Platforms Div Canberra Australia Def Sci & Technol Grp Land & Integrated Force Div Edinburgh SA Australia
We consider the problem of tracking multiple, unknown, and time-varying numbers of objects using a distributed network of heterogeneous sensors. In an effort to derive a formulation for practical settings, we consider... 详细信息
来源: 评论
Toward Autonomous Distributed clustering
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IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE 2025年 第2期9卷 2065-2072页
作者: Yang, Jie Lin, Chin-Teng Univ Technol Sydney Australian AI Inst GrapheneX UTS HAI Ctr Computat Intelligence & Brain Comp Interface LabS Sydney Australia
Compared to traditional centralized clustering, distributed clustering offers the advantage of parallel processing of data from different sites, enhancing the efficiency of clustering while preserving the privacy of t... 详细信息
来源: 评论
EM-Based Algorithm for Unsupervised clustering of Measurements from a Radar Sensor Network
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IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS 2025年 第1期61卷 787-801页
作者: Yan, Linjie Addabbo, Pia Fiscante, Nicomino Clemente, Carmine Hao, Chengpeng Giunta, Gaetano Orlando, Danilo Chinese Acad Sci Inst Acoust Beijing 100190 Peoples R China Univ Giustino Fortunato I-8210 Benevento Italy Univ Roma Tre Ind Elect & Mech Engn Dept I-00146 Rome Italy Univ Strathclyde Dept Elect & Elect Engn Glasgow G1 1XW Scotland Univ Pisa Dipartimento Ingn Informaz I-56122 Pisa Italy
This article deals with the problem of clustering data returned by a radar sensor network that monitors a region where multiple moving targets are present. The network is formed by nodes with limited functionalities t... 详细信息
来源: 评论