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检索条件"主题词=Clustering Algorithms"
51479 条 记 录,以下是1611-1620 订阅
排序:
Double-Layer K-Means plus plus clustering Method for Evaluation of Dispatchable Potential of Massive Regional 5G Base Stations
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IEEE ACCESS 2022年 10卷 82870-82882页
作者: Zhong, Lijun Zhu, Mengting Chen, Shuiyao Shi, Minda Zhang, Xianglong Chen, Ding State Grid Zhejiang Elect Power Co Jiaxing Power Supply Co Jiaxing 314000 Peoples R China Zhejiang Univ Coll Elect & Engn Hangzhou 310027 Peoples R China State Grid Zhejiang Elect Power Co Ltd Hangzhou 310000 Peoples R China State Grid Econ & Technol Res Inst Co Ltd Beijing 102209 Peoples R China
5G base stations (BSs), which are the essential parts of the 5G network, are important user-side flexible resources in demand response (DR) for electric power system. However, a 5G BS has little and difference dispatc... 详细信息
来源: 评论
Unsupervised Feature Selection Via Orthogonal Basis clustering and Local Structure Preserving
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IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2022年 第11期33卷 6881-6892页
作者: Lin, Xiaochang Guan, Jiewen Chen, Bilian Zeng, Yifeng Xiamen Univ Dept Automat Xiamen 361005 Peoples R China Xiamen Key Lab Big Data Intelligent Anal & Decis Xiamen 361005 Peoples R China Northumbria Univ Dept Comp & Informat Sci Newcastle Upon Tyne NE1 8ST Tyne & Wear England
Due to the ``curse of dimensionality'' issue, how to discard redundant features and select informative features in high-dimensional data has become a critical problem, hence there are many research studies ded... 详细信息
来源: 评论
Multi-View Transfer clustering Algorithm Based on Gaussian Mixture Model
Multi-View Transfer Clustering Algorithm Based on Gaussian M...
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2024 International Conference on Fuzzy Theory and Its Applications, iFUZZY 2024
作者: Jiang, Yan Li, Xingchen Zhou, Jin Han, Shiyuan Du, Tao Yang, Cheng Liu, Bowen University of Jinan Shandong Provincial Key Laboratory of Network Based Intelligent Computing Jinan250022 China
It is well known that the Gaussian mixture model (GMM) is an exemplary model-based clustering approach that captures data distribution patterns to facilitate clustering. However, when it faces to multi-view clustering... 详细信息
来源: 评论
Compositional Verification Using Geodesic Distance via Assume-Guarantee Reasoning
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IEEE ACCESS 2024年 12卷 92612-92621页
作者: Liu, Xiaoyan Henan Polytech Univ Sch Software Jiaozuo 454000 Peoples R China
Assume-guarantee reasoning is indeed an effective compositional verification technique that can help mitigate the state explosion problem in model checking. However, the biggest challenge of applying assume-guarantee ... 详细信息
来源: 评论
An Energy-Efficient Small-Cell Operation Algorithm for Ultra-Dense Cellular Networks
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IEEE ACCESS 2024年 12卷 191650-191660页
作者: Hasan, MD. Mehedi Haq, MD. Shayanul Hossain, MD. Maruf Tiash, Junaed Kiron Kwon, Sungoh Amer Int Univ Bangladesh Dept Comp Sci Dhaka 1229 Bangladesh Univ Ulsan Sch Elect Engn Ulsan 44610 South Korea
The ultra-dense network (UDN) incorporates a high densification of small cells, resulting in improved capacity and coverage for a fifth-generation (5G) cellular network. However, the proliferation of small cells withi... 详细信息
来源: 评论
Adaptive Beampattern Synthesis for Partially-Clustered Array Through K-Means and Amplitude-Only MVDR
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IEEE SIGNAL PROCESSING LETTERS 2025年 32卷 2129-2133页
作者: Lee, Yinman Natl Chi Nan Univ Dept Elect Engn Nantou 54561 Taiwan
Partially-clustered arrays (PCA) are recognized for offering a balanced compromise between beamforming performance and implementation complexity. In this letter, leveraging the information of both pointing and nulling... 详细信息
来源: 评论
Energy-Saving clustering Routing Protocol for Wireless Sensor Networks Using Fuzzy Inference
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IEEE SENSORS JOURNAL 2022年 第3期22卷 2845-2857页
作者: Hou, Jun Qiao, Jianhua Han, Xinglong Taiyuan Univ Sci & Technol Elect Informat Engn Dept Taiyuan 030024 Peoples R China
One of the most important researches in wireless sensor networks is energy saving. The clustering algorithm can efficiently save energy. However, most of the existing clustering algorithms use a fixed cluster head ele... 详细信息
来源: 评论
An Online Attack Decision Method for Unmanned Aerial Vehicle Cluster in Uncertain Environments
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IEEE SENSORS JOURNAL 2024年 第11期24卷 18457-18466页
作者: Su, Wenjia Gao, Min Gao, Xinbao Fang, Dan Xuan, Zhaolong Army Engn Univ PLA Natl Demonstrat Ctr Expt Ammunit Support & Safety Shijiazhuang 050003 Peoples R China Army Engn Univ PLA Key Lab Ammunit Support & Safety Evaluat Shijiazhuang 050003 Peoples R China Army Engn Univ Shijiazhuang Campus Shijiazhuang 050003 Peoples R China
Viewing stationary targets with priority order in an uncertain environment, the cooperative strike decision of distributed unmanned aerial vehicle (UAV) cluster is explored in this article. With regard to the decision... 详细信息
来源: 评论
TM-search: An Efficient and Effective Tool for Protein Structure Database Search
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JOURNAL OF CHEMICAL INFORMATION AND MODELING 2024年 第3期64卷 1043-1049页
作者: Liu, Zi Zhang, Chengxin Zhang, Qidi Zhang, Yang Yu, Dong-Jun Nanjing Univ Sci & Technol Sch Comp Sci & Engn Nanjing 210094 Peoples R China Jingdezhen Ceram Univ Comp Dept Jingdezhen 333403 Peoples R China Univ Michigan Dept Computat Med & Bioinformat Ann Arbor MI 48109 USA
The quickly increasing size of the Protein Data Bank is challenging biologists to develop a more scalable protein structure alignment tool for fast structure database search. Although many protein structure search alg... 详细信息
来源: 评论
An Ensemble Learning Algorithm Based on Density Peaks clustering and Fitness for Imbalanced Data
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IEEE ACCESS 2022年 10卷 116120-116128页
作者: Xu, Hui Liu, Qicheng Yantai Univ Sch Comp & Control Engn Yantai 264005 Peoples R China
In view of the low classification accuracy of the minority class in imbalanced data, an algorithm called DPF-EL (density peaks and fitness combined with ensemble learning) based on density peaks clustering and fitness... 详细信息
来源: 评论