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检索条件"主题词=Multi-objective clustering"
51 条 记 录,以下是1-10 订阅
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multi-objective clustering: a kernel based approach using Differential Evolution
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CONNECTION SCIENCE 2019年 第3期31卷 294-321页
作者: Nayak, Subrat Kumar Rout, Pravat Kumar Jagadev, Alok Kumar Siksha O Anusandhan Univ Dept Comp Sci & Engn Bhubaneswar 751030 Odisha India Siksha O Anusandhan Univ Dept Elect & Elect Engn Bhubaneswar Odisha India KIIT Univ Sch Comp Engn Bhubaneswar India
A multi-objective algorithm is always favoured over a single objective algorithm as it considers different aspects of a dataset in the form of various objectives. In this article, a multi-objective clustering algorith... 详细信息
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multi-objective clustering WITH DATA- AND HUMAN-DRIVEN METRICS
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JOURNAL OF COMPUTER INFORMATION SYSTEMS 2011年 第4期51卷 64-73页
作者: Kim, Yong Seog Utah State Univ Logan UT 84322 USA
While the usefulness of clustering analysis for knowledge discovery and information management is well accepted, it is difficult to objectively estimate the quality of clusters due to the fact that resulting clusters ... 详细信息
来源: 评论
multi-objective clustering: A Data-Driven Analysis of MOCLE, MOCK and Δ-MOCK  28th
Multi-objective Clustering: A Data-Driven Analysis of MOCLE,...
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28th International Conference on Neural Information Processing
作者: Kultzak, Adriano Morimoto, Cristina Y. Pozo, Aurora de Souto, Marcilio C. P. Univ Fed Parana Dept Informat Curitiba Parana Brazil Univ Orleans LIFO Orleans France
We present a data-driven analysis of MOCK, Delta-MOCK, and MOCLE. These are three closely related approaches that use multi-objective optimization for crisp clustering. More specifically, based on a collection of 12 d... 详细信息
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Automatic multi-objective clustering based on game theory
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EXPERT SYSTEMS WITH APPLICATIONS 2017年 第0期67卷 32-48页
作者: Heloulou, Imen Radjef, Mohammed Said Kechadi, Mohand Tahar Univ Abderrahmane Mira Dept Operat Res LaMOS Res Unit Rd Targua Ouzemour Bejaia 06000 Algeria Univ Coll Dublin Sch Comp Sci & Informat Dublin 4 Ireland
Data clustering is a very well studied problem in machine learning, data mining, and related disciplines. Most of the existing clustering methods have focused on optimizing a single clustering objective. Often, severa... 详细信息
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An enriched game-theoretic framework for multi-objective clustering
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APPLIED SOFT COMPUTING 2013年 第4期13卷 1853-1868页
作者: Badami, Mahsa Hamzeh, Ali Hashemi, Sattar Shiraz Univ Sch Elect & Comp Engn Shiraz Iran
The framework of multi-objective clustering can serve as a competent technique in nowadays human issues ranging from decision making process to machine learning and pattern recognition problems. multi-objective cluste... 详细信息
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Reference vector-based multi-objective clustering for high-dimensional data
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APPLIED SOFT COMPUTING 2019年 78卷 614-629页
作者: Liu, Chao Li, Yuanrui Zhao, Qi Liu, Chenqi Beijing Univ Technol Coll Econ & Management Beijing 100124 Peoples R China Modern Mfg Ind Dev Res Base Beijing Beijing 100124 Peoples R China Dickinson Coll Dept Math & Comp Sci Carlisle PA 17013 USA
Subspace clustering algorithms have shown their advantage in handling high-dimensional data by optimizing a linear combination of clustering criteria. However, setting the coefficients of these criteria items without ... 详细信息
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A multi-act sequential game-based multi-objective clustering approach for categorical data
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NEUROCOMPUTING 2017年 267卷 320-332页
作者: Heloulou, Imen Radjef, Mohammed Said Kechadi, Mohand Tahar Univ Abderrahmane Mira Dept Operat Res LaMOS Res Unit Rd Targua Ouzemour Bejaia 06000 Algeria UCD Sch Comp Sci & Informat Dublin 4 Ireland
clustering categorical data, where no natural ordering can be found among the attributes values, has started drawing interest recently. Few clustering methods have been proposed to satisfy the categorical data require... 详细信息
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INVESTIGATION OF COMBINATIONAL clustering INDICES IN ARTIFICIAL IMMUNE multi-objective clustering
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COMPUTATIONAL INTELLIGENCE 2014年 第1期30卷 115-144页
作者: Yang, Dongdong Jiao, Licheng Niu, Ruican Gong, Maoguo Xidian Univ Key Lab Intelligent Percept & Image Understanding Minist Educ China Xian 710071 Peoples R China Shaanxi Huanghe Grp Co LTD Xian Peoples R China
clustering validity indices play a core role in the unsupervised pattern classification. To date, some indices have been proposed and their individual performances were compared on different artificial clustering test... 详细信息
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Radio & BH Load-Aware multi-objective clustering in multi-Cell MIMO Cooperative Networks
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IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY 2021年 第5期70卷 4585-4600页
作者: Bassoy, Selcuk Jaber, Mona Onireti, Oluwakayode Imran, Muhammad A. Telefon UK Ltd Slough SL1 4DX Berks England Queen Mary Univ London Sch Elect Engn & Comp Sci London E1 4FZ England Univ Glasgow James Watt Sch Engn Glasgow G12 8QQ Lanark Scotland Ajman Univ Coll Engn & Informat Technol Artificial Intelligence Res Ctr Ajman U Arab Emirates
Coordinated multipoint (CoMP) is one of the key technologies identified for future wireless networks to mitigate inter-cell interference, especially in a dense deployment scenario. However, CoMP can't be realized ... 详细信息
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An analysis of the admissibility of the objective functions applied in evolutionary multi-objective clustering
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INFORMATION SCIENCES 2022年 610卷 1143-1162页
作者: Morimoto, Cristina Y. Pozo, Aurora de Souto, Marcilio C. P. Federal Univ Parana Curitiba PR Brazil Univ Orleans LIFO Orleans France
A variety of clustering criteria have been applied as an objective function in Evolutionary multi-objective clustering approaches (EMOCs). However, most EMOCs do not provide detailed analysis regarding the choice and ... 详细信息
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