TY - GEN digital ID - 131714343 TI - Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part III AU - Bifet, Albert AU - May, Michael AU - Zadrozny, Bianca AU - Gavalda, Ricard AU - Pedreschi, Dino AU - Bonchi, Francesco AU - Cardoso, Jaime AU - Spiliopoulou, Myra PY - 2015 SN - 9783319234618 9783319234601 9783319234625 PB - Cham Springer International Publishing DB - UniCat KW - Information retrieval KW - Mathematical statistics KW - Programming KW - Computer architecture. Operating systems KW - Information systems KW - Artificial intelligence. Robotics. Simulation. Graphics KW - patroonherkenning KW - factoranalyse KW - datamining KW - applicatiebeheer KW - apps KW - informatiesystemen KW - database management KW - KI (kunstmatige intelligentie) KW - architectuur (informatica) KW - data acquisition KW - AI (artificiële intelligentie) UR - https://www.unicat.be/uniCat?func=search&query=sysid:131714343 AB - The three volume set LNAI 9284, 9285, and 9286 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2015, held in Porto, Portugal, in September 2015. The 131 papers presented in these proceedings were carefully reviewed and selected from a total of 483 submissions. These include 89 research papers, 11 industrial papers, 14 nectar papers, 17 demo papers. They were organized in topical sections named: classification, regression and supervised learning; clustering and unsupervised learning; data preprocessing; data streams and online learning; deep learning; distance and metric learning; large scale learning and big data; matrix and tensor analysis; pattern and sequence mining; preference learning and label ranking; probabilistic, statistical, and graphical approaches; rich data; and social and graphs. Part III is structured in industrial track, nectar track, and demo track. ER -