Impact of similarity measures on clustering mixed data-Reference-Cited by-同舟云学术

Impact of similarity measures on clustering mixed data

Published:2022-07-06 Issue: Volume: Page:
ISSN:
Container-title:34th International Conference on Scientific and Statistical Database Management
language:
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Author:

Diop Abdoulaye¹,El Malki Nabil¹,Chevalier Max¹,Peninou Andre¹,Teste Olivier¹

Affiliation:

1. Université de Toulouse, IRIT, France

Funder

Association Nationale de la Recherche et de la Technologie

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3538712.3538742

Reference35 articles.

1. Artur Abdullin and Olfa Nasraoui. 2012. Clustering Heterogeneous Data Sets. 1–8. https://doi.org/10.1109/LA-WEB.2012.27 Artur Abdullin and Olfa Nasraoui. 2012. Clustering Heterogeneous Data Sets. 1–8. https://doi.org/10.1109/LA-WEB.2012.27

2. Haneen Arafat Abu Alfeilat , Ahmad B A Hassanat , Omar Lasassmeh, Ahmad S Tarawneh, Mahmoud Bashir Alhasanat, Hamzeh S Eyal Salman, and V B Surya Prasath. 2019 . Effects of Distance Measure Choice on K-Nearest Neighbor Classifier Performance: A Review. Big data 7, 4 (Dec. 2019), 221–248. https://doi.org/10.1089/big.2018.0175 Haneen Arafat Abu Alfeilat, Ahmad B A Hassanat, Omar Lasassmeh, Ahmad S Tarawneh, Mahmoud Bashir Alhasanat, Hamzeh S Eyal Salman, and V B Surya Prasath. 2019. Effects of Distance Measure Choice on K-Nearest Neighbor Classifier Performance: A Review. Big data 7, 4 (Dec. 2019), 221–248. https://doi.org/10.1089/big.2018.0175

3. A k-mean clustering algorithm for mixed numeric and categorical data

4. Survey of State-of-the-Art Mixed Data Clustering Algorithms

5. Guilherme Alves , Miguel Couceiro , and Amedeo Napoli . 2019. Similarity Measure Selection for Categorical Data Clustering. (Dec . 2019 ). https://hal.archives-ouvertes.fr/hal-02399640 Guilherme Alves, Miguel Couceiro, and Amedeo Napoli. 2019. Similarity Measure Selection for Categorical Data Clustering. (Dec. 2019). https://hal.archives-ouvertes.fr/hal-02399640

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