Autonomicity Levels and Requirements for Automated Machine Learning

Author:

Lee Keon Myung1,Kim Kwang Il1,Yoo Jaesoo2

Affiliation:

1. Dept. of Computer Science, Chungbuk National University, Cheongju, Korea

2. School of Information and Communication Engineering, Chungbuk National University, Cheonjgu, Korea

Funder

MSIT(Ministry of Science and ICT), Korea,

Publisher

ACM

Reference7 articles.

1. Bergstra J. S. Bardenet R. Bengio Y. Kégl B. 2011. Algorithms for hyper-parameter optimization. In Advances in Neural Information Processing Systems (pp. 2546--2554). Bergstra J. S. Bardenet R. Bengio Y. Kégl B. 2011. Algorithms for hyper-parameter optimization. In Advances in Neural Information Processing Systems (pp. 2546--2554).

2. Density and Frequency-Aware Cluster Identification for Spatio-Temporal Sequence Data

3. Auto-WEKA

4. Lee K.M Lee K.M Lee S.H. 2017. Remote data integrity check for remotely acquired and stored stream data The Journal of Supercomputing. DOI= http://doi.acm.org/10.1007/s11227-017-2117-4. Lee K.M Lee K.M Lee S.H. 2017. Remote data integrity check for remotely acquired and stored stream data The Journal of Supercomputing. DOI= http://doi.acm.org/10.1007/s11227-017-2117-4.

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