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• catalog abstract "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.".
• catalog contributor b10523013.
• catalog contributor b10523014.
• catalog contributor b10523015.
• catalog created "c1997.".
• catalog date "1997".
• catalog date "c1997.".
• catalog dateCopyrighted "c1997.".
• catalog description "Includes bibliographical references and index.".
• catalog description "Inductive Genetic Programming with Decision Trees -- Parallel and distributed 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 -- ".
• catalog description "Learning in dynamically changing domains: Theory revision and context dependence issues.".
• catalog description "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.".
• catalog description "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 -- ".
• catalog extent "xi, 360 p. :".
• catalog identifier "3540628584 (softcover : alk. paper)".
• catalog isPartOf "Lecture notes in computer science ; 1224. Lecture notes in artificial intelligence".
• catalog isPartOf "Lecture notes in computer science ; 1224.".
• catalog isPartOf "Lecture notes in computer science. Lecture notes in artificial intelligence.".
• catalog issued "1997".
• catalog issued "c1997.".
• catalog language "eng".
• catalog publisher "Berlin ; New York : Springer,".
• catalog subject "006.3/1 21".
• catalog subject "Artificial intelligence.".
• catalog subject "Computer science.".
• catalog subject "Computer software.".
• catalog subject "Machine learning Congresses.".
• catalog subject "Q325.5 .E85 1997".
• catalog tableOfContents "Inductive Genetic Programming with Decision Trees -- Parallel and distributed 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 -- ".
• catalog tableOfContents "Learning in dynamically changing domains: Theory revision and context dependence issues.".
• catalog tableOfContents "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 -- ".
• catalog title "Machine learning, ECML-97 : 9th European Conference on Machine Learning, Prague, Czech Republic, April 23-25, 1997 : proceedings / Maarten van Someren, Gerhard Widmer, eds.".
• catalog type "text".