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检索条件"主题词=clustering algorithms"
51237 条 记 录,以下是4891-4900 订阅
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Benchmarking Minimax Linkage in Hierarchical clustering  16th
Benchmarking Minimax Linkage in Hierarchical Clustering
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16th Conference of the International Federation of Classification Societies, IFCS 2019
作者: Tai, Xiao Hui Frisoli, Kayla University of California BerkeleyCA United States Carnegie Mellon University PittsburghPA United States
Minimax linkage was first introduced by Ao et al. (2004) in 2004, as an alternative to standard linkage methods used in hierarchical clustering. Minimax linkage relies on distances to a prototype for each cluster;this... 详细信息
来源: 评论
Evolutionary Parameter-Free clustering Algorithm  2
Evolutionary Parameter-Free Clustering Algorithm
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2nd IEEE International Conference on Pattern Recognition and Machine Learning, PRML 2021
作者: Ding, Zhiyong Xie, Haibin Li, Peng National University of Defense Technology College of Intelligence Science and Technology Changsha410073 China
The performance of the clustering algorithms depends mainly on the setting of artificial parameter values which is usually difficult in practical application. In addition, the dataset is usually incremental, and the c... 详细信息
来源: 评论
Power Load Forecasting Model Based on Improved Parallel Fuzzy Kernel clustering Algorithm  10th
Power Load Forecasting Model Based on Improved Parallel Fuzz...
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10th International Conference on Frontier Computing, FC 2020
作者: Su, Huaquan Su, Liwei He, Chaoxun Liang, Yingwei Xie, Hanyang Information Center of Guangdong Power Grid Co. Ltd Guangzhou China Customer Service Center of Guangdong Power Grid Co. Ltd Guangzhou China Shanwei Power Supply Bureau of Guangdong Power Grid Co. Ltd Guangzhou China
Objective: In order to build a more accurate and effective power load forecasting model, this paper analyzes it. Methods: Based on the improved parallel fuzzy kernel clustering algorithm, this paper expounds the advan... 详细信息
来源: 评论
Cooperative Beamforming for Wireless Fronthaul and Access Links in Ultra-Dense C-RANs With SWIPT: A First-Order Approach
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IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING 2021年 第5期15卷 1242-1257页
作者: Tan, Fangqing Wu, Peiran Wu, Yik-Chung Xia, Minghua Sun Yat Sen Univ Sch Elect & Informat Technol Guangzhou 510006 Peoples R China Guilin Univ Elect Technol Key Lab Cognit Radio & Informat Proc Guilin 541004 Peoples R China Southern Marine Sci & Engn Guangdong Lab Zhuhai 519082 Peoples R China Univ Hong Kong Dept Elect & Elect Engn Hong Kong Peoples R China
This work studies multigroup multicasting transmission in cloud radio access networks (C-RANs) with simultaneous wireless information and power transfer where densely packed remote radio heads (RRHs) cooperatively pro... 详细信息
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Sleep-Scheduling-Based Hierarchical Data Collection Algorithm for Gliders in Underwater Acoustic Sensor Networks
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IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY 2021年 第9期70卷 9466-9479页
作者: Han, Guangjie Zhou, Zeren Zhang, Yu Martinez-Garcia, Miguel Peng, Yan Xie, Ling Hohai Univ Dept Informat & Commun Syst Changzhou 213022 Jiangsu Peoples R China Chinese Acad Sci Inst Acoust State Key Lab Acoust Beijing 100190 Peoples R China Loughborough Univ Dept Aeronaut & Automot Engn Loughborough LE11 3TU Leics England Shanghai Univ Sch Artificial Intelligence Shanghai 200000 Peoples R China Dalian Univ Technol Sch Software Dalian 116620 Liaoning Peoples R China
In recent years, underwater acoustic sensor networks (UASNs) have been widely investigated for ocean environmental monitoring, offshore exploration, and marine military. The core function of UASNs is to collect data f... 详细信息
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Robust Label Rectifying With Consistent Contrastive-Learning for Domain Adaptive Person Re-Identification
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IEEE TRANSACTIONS ON MULTIMEDIA 2021年 24卷 3229-3239页
作者: Song, Xulin Jin, Zhong Nanjing Univ Sci & Technol Sch Comp Sci & Engn Minist Educ Key Lab Intelligent Percept & Syst High Dimens In Nanjing 210094 Peoples R China
Domain adaptive person re-identification (Re-ID) is challenging due to the domain gap between the source and target domains. Existing methods have recently shown great promise by training models with contrastive learn... 详细信息
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A Novel Imbalanced Ensemble Learning in Software Defect Predication
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IEEE ACCESS 2021年 9卷 86855-86868页
作者: Zheng, Jianming Wang, Xingqi Wei, Dan Chen, Bin Shao, Yanli Hangzhou Dianzi Univ Sch Comp Sci Key Lab Complex Syst Modeling & Simulat Hangzhou 310018 Peoples R China
With the availability of high-speed Internet and the advent of Internet of Things devices, modern software systems are growing in both size and complexity. Software defect prediction (SDP) guarantees the high quality ... 详细信息
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Rock Mass Discontinuity Extraction Method Based on Multiresolution Supervoxel Segmentation of Point Cloud
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IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING 2021年 14卷 8436-8446页
作者: Sun, Wenxiao Wang, Jian Yang, Yikun Jin, Fengxiang Shandong Univ Sci & Technol Coll Geodesy & Geomat Qingdao 266590 Peoples R China Beijing Normal Univ Coll Global Change & Earth Syst Sci Beijing 100875 Peoples R China Shandong Jianzhu Univ Coll Surveying & Geoinformat Jinan 250101 Peoples R China
Discontinuity sets play an essential and pivotal role in the deformation monitoring and stability analysis of the rock mass, but there are still many challenges for accurately and rapidly extracting discontinuity. In ... 详细信息
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Network lifetime enhancement in wireless sensor networks using energy aware clustering with fuzzy system
Network lifetime enhancement in wireless sensor networks usi...
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2020 AICTE Sponsored National E-Conference on Recent Advances in Smart System Automation, Computing and Communication, RASCC 2020
作者: Kumaran, R. Senthil Suganya, P. Department of Electronics and Communication Engineering Ifet College of Engineering Villupuram India
The lifetime of the network states that the failure time of the initial network nodes or if the building blocks of WSN modules in the network runs out of power. The successive exchange of messages leads to power loss ... 详细信息
来源: 评论
Fair-Capacitated clustering  14
Fair-Capacitated Clustering
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14th International Conference on Educational Data Mining, EDM 2023
作者: Le Quy, Tai Roy, Arjun Friege, Gunnar Ntoutsi, Eirini Leibniz University Hannover Hannover Germany Freie Universität Berlin Germany Berlin Germany
Traditionally, clustering algorithms focus on partitioning the data into groups of similar instances. The similarity objective, however, is not sufficient in applications where a fair-representation of the groups in t... 详细信息
来源: 评论