Machine Learning and Knowledge Discovery in Databases Book Reviews
Machine Learning and Knowledge Discovery in Databases by Ulf Brefeld, Edward Curry, Elizabeth Daly, Brian MacNamee, Alice Marascu, Fabio Pinelli, Michele Berlingerio & Neil Hurley Book Summary
The three volume proceedings LNAI 11051 β 11053 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018, held in Dublin, Ireland, in September 2018.
The total of 131 regular papers presented in part I and part II was carefully reviewed and selected from 535 submissions; there are 52 papers in the applied data science, nectar and demo track.
The contributions were organized in topical sections named as follows:
Part I: adversarial learning; anomaly and outlier detection; applications; classification; clustering and unsupervised learning; deep learning; ensemble methods; and evaluation.
Part II: graphs; kernel methods; learning paradigms; matrix and tensor analysis; online and active learning; pattern and sequence mining; probabilistic models and statistical methods; recommender systems; and transfer learning.
Part III: ADS data science applications; ADS e-commerce;ADS engineering and design; ADS financial and security; ADS health; ADS sensing and positioning; nectar track; and demo track.
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| Book Name | Machine Learning and Knowledge Discovery in Databases |
| Genre | Computers & Internet |
| Author | Ulf Brefeld, Edward Curry, Elizabeth Daly, Brian MacNamee, Alice Marascu, Fabio Pinelli, Michele Berlingerio & Neil Hurley |
| Published | 17 January 2019, Thursday |
| Language | English |
| E-Book Size | 58.61 MB |
Machine Learning and Knowledge Discovery in Databases (Ulf Brefeld, Edward Curry, Elizabeth Daly, Brian MacNamee, Alice Marascu, Fabio Pinelli, Michele Berlingerio & Neil Hurley) Book Reviews 2024
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Summary of Machine Learning and Knowledge Discovery in Databases by Ulf Brefeld, Edward Curry, Elizabeth Daly, Brian MacNamee, Alice Marascu, Fabio Pinelli, Michele Berlingerio & Neil Hurley
The Machine Learning and Knowledge Discovery in Databases book written by Ulf Brefeld, Edward Curry, Elizabeth Daly, Brian MacNamee, Alice Marascu, Fabio Pinelli, Michele Berlingerio & Neil Hurley was published on 17 January 2019, Thursday in the Computers & Internet category. A total of 112 readers of the book gave the book 0 points out of 5.
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