New Frontiers in Mining Complex Patterns, 1st ed. 2017 5th International Workshop, NFMCP 2016, Held in Conjunction with ECML-PKDD 2016, Riva del Garda, Italy, September 19, 2016, Revised Selected Papers Lecture Notes in Artificial Intelligence Series
Langue : Anglais
Coordonnateurs : Appice Annalisa, Ceci Michelangelo, Loglisci Corrado, Masciari Elio, Raś Zbigniew W.
This book features a collection of revised and significantly extended versions of the papers accepted for presentation at the 5th International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2016, held in conjunction with ECML-PKDD 2016 in Riva del Garda, Italy, in September 2016. The book is composed of five parts: feature selection and induction; classification prediction; clustering; pattern discovery; applications.
Feature selection and induction.- Classification and
prediction.- Clustering.- Pattern discovery.- Applications.
Includes supplementary material: sn.pub/extras
Date de parution : 07-2017
Ouvrage de 263 p.
15.5x23.5 cm
Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).
Prix indicatif 52,74 €
Ajouter au panierThèmes de New Frontiers in Mining Complex Patterns :
Mots-clés :
data mining; ensemble methods; knowledge discovery; machine learning; parallel algorithms; classification; clustering; data stream mining; feature selection; first-order logic; logic programming; metalearning; multi-task learning; network analysis; semantic similarity measures; supervised learning; support vector machines; text mining heuristics; time series analysis; validation
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