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This three-volume set LNAI 8724, 8725 and 8726 constitutes the refereed complaints of the ecu convention on computer studying and data Discovery in Databases: ECML PKDD 2014, held in Nancy, France, in September 2014. The one hundred fifteen revised learn papers offered including thirteen demo tune papers, 10 nectar tune papers, eight PhD song papers, and nine invited talks have been conscientiously reviewed and chosen from 550 submissions. The papers conceal the most recent top quality interdisciplinary learn ends up in all parts with regards to laptop studying and information discovery in databases.
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Additional info for Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part III
Gianvito Pio, Michelangelo Ceci, Domenica D’Elia, and Donato Malerba Machine Learning Approaches for Metagenomics . . . . . . . . . . . Huzefa Rangwala, Anveshi Charuvaka, and Zeehasham Rasheed Sampling-Based Data Mining Algorithms: Modern Techniques and Case Studies . . . . . . . . . . . . . . . . . . . . . . . . . . Matteo Riondato 485 489 494 499 504 508 512 516 Table of Contents – Part III Heterogeneous Stream Processing and Crowdsourcing for Traﬃc Monitoring: Highlights .
Fran¸cois Schnitzler, Alexander Artikis, Matthias Weidlich, Ioannis Boutsis, Thomas Liebig, Nico Piatkowski, Christian Bockermann, Katharina Morik, Vana Kalogeraki, Jakub Marecek, Avigdor Gal, Shie Mannor, Dermot Kinane, and Dimitrios Gunopulos XXXV 520 Agents Teaching Agents in Reinforcement Learning (Nectar Abstract) . . . . . . . . . . . . . . . . . . . . . . . . Matthew E. Taylor and Lisa Torrey 524 Author Index . . . . . . . . . . . . . . . .
0: A Tool for Grammar-Based Pattern Discovery in Time Series . . . . . . . . . . . . . . . . . . . . . . . . . . . Pavel Senin, Jessica Lin, Xing Wang, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein, and Manfred Lerner 468 Insight4News: Connecting News to Relevant Social Conversations . . . Bichen Shi, Georgiana Ifrim, and Neil Hurley 473 BestTime: Finding Representatives in Time Series Datasets . . . . . . Stephan Spiegel, David Schultz, and Sahin Albayrak 477 BMaD – A Boolean Matrix Decomposition Framework .