Algorithmic Learning Theory 11th International Conference, ALT 2000 Sydney, Australia, December 11-13, 2000 Proceedings

Bibliographic Details
Other Authors: Arimura, Hiroki (Editor), Jain, Sanjay (Editor), Sharma, Arun (Editor)
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2000, 2000
Edition:1st ed. 2000
Series:Lecture Notes in Artificial Intelligence
Subjects:
Online Access:
Collection: Springer Book Archives -2004 - Collection details see MPG.ReNa
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100 1 |a Arimura, Hiroki  |e [editor] 
245 0 0 |a Algorithmic Learning Theory  |h Elektronische Ressource  |b 11th International Conference, ALT 2000 Sydney, Australia, December 11-13, 2000 Proceedings  |c edited by Hiroki Arimura, Sanjay Jain, Arun Sharma 
250 |a 1st ed. 2000 
260 |a Berlin, Heidelberg  |b Springer Berlin Heidelberg  |c 2000, 2000 
300 |a XII, 348 p  |b online resource 
505 0 |a 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 
653 |a Programming Techniques 
653 |a Computer science 
653 |a Computer programming 
653 |a Artificial Intelligence 
653 |a Algorithms 
653 |a Formal Languages and Automata Theory 
653 |a Machine theory 
653 |a Artificial intelligence 
653 |a Natural Language Processing (NLP) 
653 |a Theory of Computation 
653 |a Natural language processing (Computer science) 
700 1 |a Jain, Sanjay  |e [editor] 
700 1 |a Sharma, Arun  |e [editor] 
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490 0 |a Lecture Notes in Artificial Intelligence 
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