TPE-AutoClust: A Tree-based Pipline Ensemble Framework for Automated Clustering

Author:

ElShawi Radwa1,Sakr Sherif1

Affiliation:

1. Institute of Computer Science University of Tartu,Tartu,Estonia

Publisher

IEEE

Reference51 articles.

1. Automated machine learning: State-of-the-art and open challenges;elshawi;ArXiv Preprint,2019

2. Efficient and robust automated machine learning;feurer;NIPS,2015

3. AutoClust: A Framework for Automated Clustering Based on Cluster Validity Indices

4. cSmartML: A Meta Learning-Based Framework for Automated Selection and Hyperparameter Tuning for Clustering

5. Auto-weka 2.0: Automatic model selection and hyperparameter optimization in weka;kotthoff;J Mach Learn Res,2017

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1. Automated Trace Clustering Pipeline Synthesis in Process Mining;Information;2024-04-20

2. A Survey on AutoML Methods and Systems for Clustering;ACM Transactions on Knowledge Discovery from Data;2024-02-27

3. AutoClues: Exploring Clustering Pipelines via AutoML and Diversification;Lecture Notes in Computer Science;2024

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