The Resource Algorithmic Learning Theory : 11th International Conference, ALT 2000 Sydney, Australia, December 11–13, 2000 Proceedings, edited by Hiroki Arimura, Sanjay Jain, Arun Sharma, (electronic resource)

Algorithmic Learning Theory : 11th International Conference, ALT 2000 Sydney, Australia, December 11–13, 2000 Proceedings, edited by Hiroki Arimura, Sanjay Jain, Arun Sharma, (electronic resource)

Label
Algorithmic Learning Theory : 11th International Conference, ALT 2000 Sydney, Australia, December 11–13, 2000 Proceedings
Title
Algorithmic Learning Theory
Title remainder
11th International Conference, ALT 2000 Sydney, Australia, December 11–13, 2000 Proceedings
Statement of responsibility
edited by Hiroki Arimura, Sanjay Jain, Arun Sharma
Creator
Contributor
Editor
Editor
Subject
Language
  • eng
  • eng
Member of
http://bibfra.me/vocab/relation/corporateauthor
Jf1-4YKZ0y4
Dewey number
006.3/1
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
  • WYHacyrEb2I
  • hmTuy8RjMMU
  • hUD6Bf0boRs
Image bit depth
0
Language note
English
LC call number
Q334-342
Literary form
non fiction
http://bibfra.me/vocab/lite/meetingDate
2000
http://bibfra.me/vocab/lite/meetingName
ALT 2000
Nature of contents
dictionaries
http://bibfra.me/vocab/lite/organizationName
ALT 2000
http://library.link/vocab/relatedWorkOrContributorName
  • ALT 2000
  • Arimura, Hiroki.
  • Jain, Sanjay.
  • Sharma, Arun.
Series statement
Lecture Notes in Artificial Intelligence
Series volume
1968
http://library.link/vocab/subjectName
  • Artificial intelligence
  • Computer science
  • Computer software
  • 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)
Label
Algorithmic Learning Theory : 11th International Conference, ALT 2000 Sydney, Australia, December 11–13, 2000 Proceedings, edited by Hiroki Arimura, Sanjay Jain, Arun Sharma, (electronic resource)
Instantiates
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Bibliography note
Includes bibliographical references at the end of each chapters and index
Carrier category
online resource
Carrier category code
cr
Color
not applicable
Content category
text
Content type code
txt
Contents
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
Dimensions
unknown
Extent
1 online resource (XII, 348 p.)
File format
multiple file formats
Form of item
online
Isbn
9783540409922
Level of compression
uncompressed
Media category
computer
Media type code
c
Other control number
10.1007/3-540-40992-0
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)3400000000100295
  • (SSID)ssj0000321172
  • (PQKBManifestationID)11255088
  • (PQKBTitleCode)TC0000321172
  • (PQKBWorkID)10263097
  • (PQKB)10556295
  • (DE-He213)978-3-540-40992-2
  • (MiAaPQ)EBC3072836
  • (EXLCZ)993400000000100295
Label
Algorithmic Learning Theory : 11th International Conference, ALT 2000 Sydney, Australia, December 11–13, 2000 Proceedings, edited by Hiroki Arimura, Sanjay Jain, Arun Sharma, (electronic resource)
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Bibliography note
Includes bibliographical references at the end of each chapters and index
Carrier category
online resource
Carrier category code
cr
Color
not applicable
Content category
text
Content type code
txt
Contents
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
Dimensions
unknown
Extent
1 online resource (XII, 348 p.)
File format
multiple file formats
Form of item
online
Isbn
9783540409922
Level of compression
uncompressed
Media category
computer
Media type code
c
Other control number
10.1007/3-540-40992-0
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)3400000000100295
  • (SSID)ssj0000321172
  • (PQKBManifestationID)11255088
  • (PQKBTitleCode)TC0000321172
  • (PQKBWorkID)10263097
  • (PQKB)10556295
  • (DE-He213)978-3-540-40992-2
  • (MiAaPQ)EBC3072836
  • (EXLCZ)993400000000100295

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