Foundations of Intelligent Systems, 1st ed. 2017 23rd International Symposium, ISMIS 2017, Warsaw, Poland, June 26-29, 2017, Proceedings Lecture Notes in Artificial Intelligence Series
Coordonnateurs : Kryszkiewicz Marzena, Appice Annalisa, Ślęzak Dominik, Rybinski Henryk, Skowron Andrzej, Raś Zbigniew W.
This book constitutes the proceedings of the 23rd International Symposium on Foundations of Intelligent Systems, ISMIS 2017, held in Warsaw, Poland, in June 2017. The 56 regular and 15 short papers presented in this volume were carefully reviewed and selected from 118 submissions. The papers include both theoretical and practical aspects of machine learning, data mining methods, deep learning, bioinformatics and health informatics, intelligent information systems, knowledge-based systems, mining temporal, spatial and spatio-temporal data, text and Web mining. In addition, four special sessions were organized; namely, Special Session on Big Data Analytics and Stream Data Mining, Special Session on Granular and Soft Clustering for Data Science, Special Session on Knowledge Discovery with Formal Concept Analysis and Related Formalisms, and Special Session devoted to ISMIS 2017 Data Mining Competition on Trading Based on Recommendations, which was launched as a part of the conference.
Includes supplementary material: sn.pub/extras
Date de parution : 06-2017
Ouvrage de 747 p.
15.5x23.5 cm
Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).
Prix indicatif 52,74 €
Ajouter au panierThèmes de Foundations of Intelligent Systems :
Mots-clés :
algorithms; artificial intelligence; classification; clustering; concept lattices; data minig; data stream; formal concept analysis; information retrieval; Internet; learning algorithms; machine learning; Neural Language Processing (NLP); neural networks; recommender systems; semantic web; signal processing; social networks; Support Vector Machines (SVMs)
