04892nam 22007815 450 991020885300332120200704073454.03-540-40992-010.1007/3-540-40992-0(CKB)3400000000100295(SSID)ssj0000321172(PQKBManifestationID)11255088(PQKBTitleCode)TC0000321172(PQKBWorkID)10263097(PQKB)10556295(DE-He213)978-3-540-40992-2(MiAaPQ)EBC3072836(PPN)155220470(EXLCZ)99340000000010029520121227d2000 u| 0engurnn|008mamaatxtccrAlgorithmic Learning Theory 11th International Conference, ALT 2000 Sydney, Australia, December 11-13, 2000 Proceedings /edited by Hiroki Arimura, Sanjay Jain, Arun Sharma1st ed. 2000.Berlin, Heidelberg :Springer Berlin Heidelberg :Imprint: Springer,2000.1 online resource (XII, 348 p.) Lecture Notes in Artificial Intelligence ;1968Bibliographic Level Mode of Issuance: Monograph3-540-41237-9 Includes bibliographical references at the end of each chapters and index.INVITED LECTURES -- Extracting Information from the Web for Concept Learning and Collaborative Filtering -- The Divide-and-Conquer Manifesto -- Sequential Sampling Techniques for Algorithmic Learning Theory -- REGULAR CONTRIBUTIONS -- Towards an Algorithmic Statistics -- Minimum Message Length Grouping of Ordered Data -- Learning From Positive and Unlabeled Examples -- Learning Erasing Pattern Languages with Queries -- Learning Recursive Concepts with Anomalies -- Identification of Function Distinguishable Languages -- A Probabilistic Identification Result -- A New Framework for Discovering Knowledge from Two-Dimensional Structured Data Using Layout Formal Graph System -- Hypotheses Finding via Residue Hypotheses with the Resolution Principle -- Conceptual Classifications Guided by a Concept Hierarchy -- Learning Taxonomic Relation by Case-based Reasoning -- Average-Case Analysis of Classification Algorithms for Boolean Functions and Decision Trees -- Self-duality of Bounded Monotone Boolean Functions and Related Problems -- Sharper Bounds for the Hardness of Prototype and Feature Selection -- On the Hardness of Learning Acyclic Conjunctive Queries -- Dynamic Hand Gesture Recognition Based On Randomized Self-Organizing Map Algorithm -- On Approximate Learning by Multi-layered Feedforward Circuits -- The Last-Step Minimax Algorithm -- Rough Sets and Ordinal Classification -- A note on the generalization performance of kernel classifiers with margin -- On the Noise Model of Support Vector Machines Regression -- Computationally Efficient Transductive Machines.Lecture Notes in Artificial Intelligence ;1968Artificial intelligenceComputer programmingComputersAlgorithmsMathematical logicNatural language processing (Computer science)Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Programming Techniqueshttps://scigraph.springernature.com/ontologies/product-market-codes/I14010Computation by Abstract Deviceshttps://scigraph.springernature.com/ontologies/product-market-codes/I16013Algorithm Analysis and Problem Complexityhttps://scigraph.springernature.com/ontologies/product-market-codes/I16021Mathematical Logic and Formal Languageshttps://scigraph.springernature.com/ontologies/product-market-codes/I16048Natural Language Processing (NLP)https://scigraph.springernature.com/ontologies/product-market-codes/I21040Artificial intelligence.Computer programming.Computers.Algorithms.Mathematical logic.Natural language processing (Computer science).Artificial Intelligence.Programming Techniques.Computation by Abstract Devices.Algorithm Analysis and Problem Complexity.Mathematical Logic and Formal Languages.Natural Language Processing (NLP).006.3/1Arimura Hirokiedthttp://id.loc.gov/vocabulary/relators/edtJain Sanjayedthttp://id.loc.gov/vocabulary/relators/edtSharma Arunedthttp://id.loc.gov/vocabulary/relators/edtALT 2000BOOK9910208853003321Algorithmic Learning Theory771965UNINA