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检索条件"主题词=clustering algorithms"
51242 条 记 录,以下是421-430 订阅
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Distributed Resilient clustering Algorithm for Virtual Power Plants Under Cyber Attacks
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IEEE ACCESS 2025年 13卷 38714-38725页
作者: Wu, Jia Sun, Yifan Qian, Jinyue Cui, Yin Wang, Qian Zhuo, Li Pinghu Power Supply Co State Grid Zhejiang Elect Power Co Ltd Jiaxing 314200 Peoples R China
In this paper, the resilient control issue of virtual power plants (VPPs) under hybrid cyber attacks, specifically focusing on denial-of-service (DoS) and false data injection (FDI) attacks is first addressed. To solv... 详细信息
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Gauging-δ: A Non-Parametric Hierarchical clustering Algorithm
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IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 2025年 第6期47卷 4897-4907页
作者: Yao, Jinli Pan, Jie Zeng, Yong Concordia Univ Montreal PQ H3G 1M8 Canada Univ Calgary Calgary AB T2N 1N4 Canada
The development of a nonparametric and versatile clustering algorithm has been a longstanding challenge in unsupervised learning due to the exploratory nature of the clustering problem. This study presents a novel alg... 详细信息
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A Hollow-Core Anti-Resonant Fiber Multi-Objective Multi-Modal Optimization Assisted by a Proxy Model Combined With clustering Algorithm
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JOURNAL OF LIGHTWAVE TECHNOLOGY 2025年 第2期43卷 815-823页
作者: Liu, Zihan Dong, Shiyuan Chen, Rongliang Zhou, Zhengyong Ren, Zengle Liu, Huanhuan Dong, Yuming Yang, Tianyu Chinese Acad Sci Shenzhen Inst Adv Technol Shenzhen 518055 Peoples R China Shanxi Normal Univ Sch Math & Comp Sci Xian 030000 Shanxi Peoples R China
To address the optimization problem of expensive multi-modal multi-objective black-box functions, this paper proposes a systematic optimization method based on a back propagation neural network as a proxy model, combi... 详细信息
来源: 评论
Generalized Time Warping Invariant Dictionary Learning for Time Series Classification and clustering
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IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 2025年 第5期47卷 3611-3624页
作者: Xu, Ruiyu Wang, Chao Li, Yongxiang Wu, Jianguo Peking Univ Dept Ind Engn & Management Beijing 100871 Peoples R China Univ Iowa Dept Ind & Syst Engn Iowa City IA 52242 USA Shanghai Jiao Tong Univ Dept Ind Engn & Management Shanghai 200240 Peoples R China
Dictionary learning is an effective tool for pattern recognition and classification of time series data. However, real-world time series data often exhibit temporal misalignment due to temporal delay, scaling or other... 详细信息
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Scale-Driven Tensor Representation-Based Multiview clustering
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IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2025年
作者: Zhang, Chuanbin Chen, Long Ding, Weiping Zhao, Kai Shi, Zhaoyin Wang, Yingxu Chen, C. L. Philip Zhaoqing Univ Sch Comp Sci & Software Zhaoqing 526061 Peoples R China Univ Macau Fac Sci & Technol Dept Comp & Informat Sci Taipa Macau Peoples R China Nantong Univ Sch Artificial Intelligence & Comp Sci Nantong 226019 Peoples R China City Univ Macau Fac Data Sci Taipa Macau Peoples R China Chongqing Univ Sch Automat Chongqing 400044 Peoples R China Shenzhen Univ Coll Mechatron & Control Engn Shenzhen 518060 Peoples R China South China Univ Technol Sch Comp Sci & Engn Guangzhou 510641 Peoples R China
Real-world data tends to exhibit an inherent hierarchical structure, providing a natural multiview perspective where features at different scales can be treated as distinct views. However, most existing multiview clus... 详细信息
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Enhancing Segmentation: A Comparative Study of clustering Methods
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IEEE ACCESS 2025年 13卷 47418-47439页
作者: Ling, Lew Sook Weiling, Claireta Tang Multimedia Univ Fac Informat Sci & Technol Melaka 75450 Malaysia
With the increasing complexity of consumer preferences and behaviors, businesses face challenges to capture the dynamic nature of online consumer behavior, highlighting the need for advanced approaches. This study aim... 详细信息
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AoI-Minimal clustering, Transmission and Trajectory Co-Design for UAV-Assisted WPCNs
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IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY 2025年 第1期74卷 1035-1051页
作者: Liu, Xiaoying Liu, Huihui Zheng, Kechen Liu, Jia Taleb, Tarik Shiratori, Norio ZheJiang Univ Technol Sch Comp Sci & Technol Hangzhou 310014 Zhejiang Peoples R China Natl Inst Informat Ctr Strateg Cyber Resilience Res & Dev Tokyo 1018430 Japan Ruhr Univ Bochum Fac Elect Engn & Informat Technol D-44801 Bochum Germany Chuo Univ Res & Dev Initiat Tokyo 1128551 Japan
This paper investigates the long-term average age of information (AoI)-minimal problem in an unmanned aerial vehicle (UAV)-assisted wireless-powered communication network (WPCN), which consists of a static hybrid acce... 详细信息
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Novel Multiple Criteria Group Decision-Making Method Based on Hesitant Fuzzy clustering Algorithm
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IEEE ACCESS 2025年 13卷 15572-15584页
作者: Bian, Hongya Li, Deqing Liu, Yuang Ma, Rong Zeng, Wenyi Xu, Zeshui Xiamen Inst Technol Sch Data Sci & Intelligent Engn Xiamen 361021 Peoples R China Beijing Normal Univ Sch Artificial Intelligence Beijing 100875 Peoples R China Sichuan Univ Business Sch Chengdu 610064 Peoples R China
The aim of this paper is to investigate the multiple criteria group decision-making problem in which the evaluation values provided by experts construct some hesitant fuzzy numbers. We first analyze the characteristic... 详细信息
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Adaptive Non-Homogeneous Granulation-Aided Density-Based Deep Feature clustering for Far Infrared Sign Language Images
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IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE 2025年 第2期9卷 1269-1280页
作者: Paral, Pritam Ghosh, Saibal Pal, Sankar K. Chatterjee, Amitava IIEST Dept Elect Engn Sibpur 711103 Howrah India Jadavpur Univ Dept Elect Engn Kolkata 700032 India ISI Ctr Soft Comp Res Kolkata 700108 India
In image clustering applications, deep feature clustering has recently demonstrated impressive performance, which employs deep neural networks for feature learning that favors clustering exercises. In this context, de... 详细信息
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Graph Learning With Riemannian Optimization for Multi-View Integrative clustering
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IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE 2025年 第1期9卷 381-393页
作者: Khan, Aparajita Maji, Pradipta Indian Stat Inst Machine Intelligence Unit Kolkata 700108 India Indian Inst Technol Roorkee Dept Comp Sci & Engn Roorkee 247667 India Indian Stat Inst Machine Intelligence Unit Biomed Imaging & Bioinformat Lab Kolkata 700108 India
Real-world multi-view data may manifest as point-clouds, but their meaningful structure often resides on a lower dimensional manifold embedded in the higher dimensional space. Consequently, existing graph based multi-... 详细信息
来源: 评论