Machine Learning and Knowledge Discovery in Databases European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part I /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Flach, Peter A. (Επιμελητής έκδοσης), Bie, Tijl De (Επιμελητής έκδοσης), Cristianini, Nello (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
• Σειρά: Lecture Notes in Computer Science, 7523
• Θέματα: Computer science.; Computer science > Mathematics.; Mathematical statistics.; Data mining.; Information storage and retrieval.; Artificial intelligence.; Pattern recognition.; Computer Science.; Data Mining and Knowledge Discovery.; Artificial Intelligence (incl. Robotics).; Pattern Recognition.; Discrete Mathematics in Computer Science.; Probability and Statistics in Computer Science.; Information Storage and Retrieval.

This two-volume set LNAI 7523 and LNAI 7524 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2012, held in Bristol, UK, in September 2012. The 105 revised research papers presented together with 5 invited talks were c...

Πίνακας περιεχομένων:

• Aassociation rules and frequent patterns
• Bayesian learning and graphical models
• classification
• dimensionality reduction, feature selection and extraction
• distance-based methods and kernels
• ensemble methods
• graph and tree mining
• large-scale, distributed and parallel mining and learning
• multi-relational mining and learning
• multi-task learning
• natural language processing
• online learning and data streams.