Del i serien Lecture Notes in Computer Science

Machine Learning: ECML'97

9th European Conference on Machine Learning, Prague, Czech Republic, April 23 - 25, 1997, Proceedings

Häftad, Engelska, 1997

729 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt för medlemmar vid köp för minst 249 kr.

This book constitutes the refereed proceedings of the Ninth European Conference on Machine Learning, ECML-97, held in Prague, Czech Republic, in April 1997.This volume presents 26 revised full papers selected from a total of 73 submissions. Also included are an abstract and two papers corresponding to the invited talks as well as descriptions from four satellite workshops. The volume covers the whole spectrum of current machine learning issues.

Produktinformation

Utgivningsdatum1997-04-09
Mått155 x 235 x 21 mm
Vikt575 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor366
Upplaga1997
FörlagSpringer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN9783540628583

Tillhör följande kategorier

Systemvetenskap och AI inom Data och IT

Uncertain learning agents.- Constructing and sharing perceptual distinctions.- On prediction by data compression.- Induction of feature terms with INDIE.- Exploiting qualitative knowledge to enhance skill acquisition.- Integrated learning and planning based on truncating temporal differences.- ?-subsumption for structural matching.- Classification by Voting Feature Intervals.- Constructing intermediate concepts by decomposition of real functions.- Conditions for Occam's razor applicability and noise elimination.- Learning different types of new attributes by combining the neural network and iterative attribute construction.- Metrics on terms and clauses.- Learning when negative examples abound.- A model for generalization based on confirmatory induction.- Learning Linear Constraints in Inductive Logic Programming.- Finite-Element methods with local triangulation refinement for continuous reinforcement learning problems.- Inductive Genetic Programming with Decision Trees.- Parallel anddistributed search for structure in multivariate time series.- Compression-based pruning of decision lists.- Probabilistic Incremental Program Evolution: Stochastic search through program space.- NeuroLinear: A system for extracting oblique decision rules from neural networks.- Inducing and using decision rules in the GRG knowledge discovery system.- Learning and exploitation do not conflict under minimax optimality.- Model combination in the multiple-data-batches scenario.- Search-based class discretization.- Natural ideal operators in Inductive Logic Programming.- A case study in loyalty and satisfaction research.- Ibots learn genuine team solutions.- Global data analysis and the fragmentation problem in decision tree induction.- Case-based learning: Beyond classification of feature vectors.- Empirical learning of Natural Language Processing tasks.- Human-Agent Interaction and Machine Learning.- Learning in dynamically changing domains: Theory revision and context dependence issues.

Du kanske också är intresserad av

Advances in Computational Intelligence and Learning

Hans-Jürgen Zimmermann, Georgios Tselentis, Maarten van Someren, Georgios Dounias

Inbunden, 2002

2 099 kr

The Construction of Professional Discourse

B.L. Gunnarsson, Per Linell, Bengt Nordberg

Häftad, 1997

1 189 kr

Kommunikation und Arbeitseffizienz in interdisziplinären Gruppen

Olaf Krüger

Häftad, 1997

1 089 kr

Advances in Computational Intelligence and Learning

Hans-Jürgen Zimmermann, Georgios Tselentis, Maarten van Someren, Georgios Dounias

Häftad, 2012

2 099 kr

Web Mining: From Web to Semantic Web

Bettina Berendt, Andreas Hotho, Dunja Mladenic, Maarten van Someren, Myra Spiliopoulou, Gerd Stumme

Häftad, 2004

729 kr

Semantics, Web and Mining

Markus Ackermann, Bettina Berendt, Marko Grobelnik, Andreas Hotho, Dunja Mladenic, Giovanni Semeraro, Myra Spiliopoulou, Gerd Stumme, Vojtech Svatek, Maarten van Someren

Häftad, 2006

699 kr