Accelerating Concept Learning via Sampling

Author:

Baci Alkid1ORCID,Heindorf Stefan1ORCID

Affiliation:

1. Paderborn University, Paderborn, Germany

Publisher

ACM

Reference17 articles.

1. Franz Baader , Ian Horrocks , and Ulrike Sattler . 2004. Description logics . Springer . Franz Baader, Ian Horrocks, and Ulrike Sattler. 2004. Description logics. Springer.

2. Simon Bin , Patrick Westphal , Jens Lehmann , and Axel Ngonga . 2017. Implementing scalable structured machine learning for big data in the SAKE project . In IEEE BigData. IEEE Computer Society , 1400--1407. Simon Bin, Patrick Westphal, Jens Lehmann, and Axel Ngonga. 2017. Implementing scalable structured machine learning for big data in the SAKE project. In IEEE BigData. IEEE Computer Society, 1400--1407.

3. The anatomy of a large-scale hypertextual Web search engine

4. Minas Gjoka , Maciej Kurant , Carter T. Butts , and Athina Markopoulou . 2010. Walking in Facebook: A Case Study of Unbiased Sampling of OSNs . In INFOCOM. IEEE , 2498--2506. Minas Gjoka, Maciej Kurant, Carter T. Butts, and Athina Markopoulou. 2010. Walking in Facebook: A Case Study of Unbiased Sampling of OSNs. In INFOCOM. IEEE, 2498--2506.

5. Stefan Heindorf , Lukas Blü baum , Nick Dü sterhus, Till Werner, Varun Nandkumar Golani, Caglar Demir, and Axel-Cyrille Ngonga Ngomo. 2022 . EvoLearner: Learning Description Logics with Evolutionary Algorithms. In WWW. ACM , 818--828. Stefan Heindorf, Lukas Blü baum, Nick Dü sterhus, Till Werner, Varun Nandkumar Golani, Caglar Demir, and Axel-Cyrille Ngonga Ngomo. 2022. EvoLearner: Learning Description Logics with Evolutionary Algorithms. In WWW. ACM, 818--828.

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1. AutoCL: AutoML for Concept Learning;Communications in Computer and Information Science;2024

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