Constrained Clustering: Current and New Trends

A Guided Tour of Artificial Intelligence Research ◽

10.1007/978-3-030-06167-8_14 ◽

2020 ◽

pp. 447-484

Author(s):

Pierre Gançarski ◽

Thi-Bich-Hanh Dao ◽

Bruno Crémilleux ◽

Germain Forestier ◽

Thomas Lampert

Keyword(s):

Constrained Clustering

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Constrained Clustering using Gaussian Processes

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287331 ◽

2021 ◽

Author(s):

Panagiotis A. Traganitis ◽

Georgios B. Giannakis

Keyword(s):

Gaussian Processes ◽

Constrained Clustering

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Soft and Self Constrained Clustering for Group-Based Labeling

Medical Image Analysis ◽

10.1016/j.media.2021.102097 ◽

2021 ◽

pp. 102097

Author(s):

Shota Harada ◽

Ryoma Bise ◽

Hideaki Hayashi ◽

Kiyohito Tanaka ◽

Seiichi Uchida

Keyword(s):

Constrained Clustering

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Local search approach for the pairwise constrained clustering problem

Proceedings of the Seventh Symposium on Information and Communication Technology - SoICT '16 ◽

10.1145/3011077.3011114 ◽

2016 ◽

Author(s):

Tran Khanh Hiep ◽

Nguyen Minh Duc ◽

Bui Quoc Trung

Keyword(s):

Local Search ◽

Constrained Clustering ◽

Clustering Problem ◽

Search Approach

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Convex Constrained Clustering with Graph-Laplacian Pca

2018 IEEE International Conference on Multimedia and Expo (ICME) ◽

10.1109/icme.2018.8486482 ◽

2018 ◽

Author(s):

Yuheng Jia ◽

Sam Kwong ◽

Junhui Hou ◽

Wenhui Wu

Keyword(s):

Graph Laplacian ◽

Constrained Clustering

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Size Constrained Clustering With MILP Formulation

IEEE Access ◽

10.1109/access.2019.2962191 ◽

2020 ◽

Vol 8 ◽

pp. 1587-1599

Author(s):

Wei Tang ◽

Yang Yang ◽

Lanling Zeng ◽

Yongzhao Zhan

Keyword(s):

Constrained Clustering

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An Ising Framework for Constrained Clustering on Special Purpose Hardware

Integration of Constraint Programming, Artificial Intelligence, and Operations Research - Lecture Notes in Computer Science ◽

10.1007/978-3-030-58942-4_9 ◽

2020 ◽

pp. 130-147

Author(s):

Eldan Cohen ◽

Arik Senderovich ◽

J. Christopher Beck

Keyword(s):

Constrained Clustering

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Spatially Constrained Clustering to Define Geographical Rating Territories

Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods ◽

10.5220/0006118100820088 ◽

2017 ◽

Author(s):

Shengkun Xie ◽

Anna T. Lawniczak ◽

Zizhen Wang

Keyword(s):

Constrained Clustering ◽

Spatially Constrained Clustering

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Building and Assessing a Constrained Clustering Hierarchical Algorithm

Lecture Notes in Computer Science - Progress in Pattern Recognition, Image Analysis and Applications ◽

10.1007/978-3-540-85920-8_26 ◽

2008 ◽

pp. 211-218 ◽

Author(s):

Eduardo R. Concepción Morales ◽

Yosu Yurramendi Mendizabal

Keyword(s):

Constrained Clustering ◽

Hierarchical Algorithm

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Constrained Clustering Objects on a Spatial Network

2009 WRI World Congress on Computer Science and Information Engineering ◽

10.1109/csie.2009.12 ◽

2009 ◽

Author(s):

Wenting Liu ◽

Jun Feng ◽

Zhijian Wang

Keyword(s):

Constrained Clustering ◽

Spatial Network

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A Partial Demand Fulfilling Capacity Constrained Clustering Algorithm to Static Bike Rebalancing Problem

Advances in Data Mining. Applications and Theoretical Aspects - Lecture Notes in Computer Science ◽

10.1007/978-3-319-95786-9_18 ◽

2018 ◽

pp. 240-253

Author(s):

Yi Tang ◽

Bi-Ru Dai

Keyword(s):

Clustering Algorithm ◽

Constrained Clustering ◽

Capacity Constrained

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