The Resource Algorithmic Learning Theory : 7th International Workshop, ALT '96 Sydney, Australia, October 23–25, 1996 Proceedings, edited by Setsuo Arikawa, Arun K. Sharma, (electronic resource)

Algorithmic Learning Theory : 7th International Workshop, ALT '96 Sydney, Australia, October 23–25, 1996 Proceedings, edited by Setsuo Arikawa, Arun K. Sharma, (electronic resource)

Label
Algorithmic Learning Theory : 7th International Workshop, ALT '96 Sydney, Australia, October 23–25, 1996 Proceedings
Title
Algorithmic Learning Theory
Title remainder
7th International Workshop, ALT '96 Sydney, Australia, October 23–25, 1996 Proceedings
Statement of responsibility
edited by Setsuo Arikawa, Arun K. Sharma
Creator
Contributor
Editor
Editor
Subject
Language
  • eng
  • eng
Summary
This book constitutes the refereed proceedings of the 7th International Workshop on Algorithmic Learning Theory, ALT '96, held in Sydney, Australia, in October 1996. The 16 revised full papers presented were selected from 41 submissions; also included are eight short papers as well as four full length invited contributions by Ross Quinlan, Takeshi Shinohara, Leslie Valiant, and Paul Vitanyi, and an introduction by the volume editors. The book covers all areas related to algorithmic learning theory, ranging from theoretical foundations of machine learning to applications in several areas
Member of
http://bibfra.me/vocab/relation/corporateauthor
05IJi-KivD8
Dewey number
006.3/1
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
  • 3jBJy3nB74I
  • 9GX_0lVYMSQ
Image bit depth
0
Language note
English
LC call number
Q334-342
Literary form
non fiction
http://bibfra.me/vocab/lite/meetingName
ALT '96
http://bibfra.me/vocab/lite/organizationName
ALT '96
http://library.link/vocab/relatedWorkOrContributorName
  • ALT '96
  • Arikawa, Setsuo.
  • Sharma, Arun K.
Series statement
Lecture Notes in Artificial Intelligence
Series volume
1160
http://library.link/vocab/subjectName
  • Artificial intelligence
  • Computer science
  • Artificial Intelligence
  • Mathematical Logic and Formal Languages
Label
Algorithmic Learning Theory : 7th International Workshop, ALT '96 Sydney, Australia, October 23–25, 1996 Proceedings, edited by Setsuo Arikawa, Arun K. Sharma, (electronic resource)
Instantiates
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Color
not applicable
Content category
text
Content type code
txt
Contents
Managing complexity in neuroidal circuits -- Learnability of exclusive-or expansion based on monotone DNF formulas -- Improved bounds about on-line learning of smooth functions of a single variable -- Query learning of bounded-width OBDDs -- Learning a representation for optimizable formulas -- Limits of exact algorithms for inference of minimum size finite state machines -- Genetic fitness optimization using rapidly mixing Markov chains -- The kindest cut: Minimum message length segmentation -- Reducing complexity of decision trees with two variable tests -- The complexity of exactly learning algebraic concepts -- Efficient learning of real time two-counter automata -- Cost-sensitive feature reduction applied to a hybrid genetic algorithm -- Effects of Feature Selection with ‘Blurring’ on neurofuzzy systems -- Boosting first-order learning -- Incorporating hypothetical knowledge into the process of inductive synthesis -- Induction of Constraint Logic Programs -- Constructive learning of translations based on dictionaries -- Inductive logic programming beyond logical implication -- Noise elimination in inductive concept learning: A case study in medical diagnosis -- MML estimation of the parameters of the spherical fisher distribution -- Learning by erasing -- On learning and co-learning of minimal programs -- Inductive inference of unbounded unions of pattern languages from positive data -- A class of prolog programs inferable from positive data -- Vacillatory and BC learning on noisy data -- Transformations that preserve learnability -- Probabilistic limit identification up to “small” sets -- Reflecting inductive inference machines and its improvement by therapy
Dimensions
unknown
Extent
1 online resource (XVII, 337 p.)
File format
multiple file formats
Form of item
online
Isbn
9783540707196
Level of compression
uncompressed
Media category
computer
Media type code
c
Other control number
10.1007/3-540-61863-5
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)1000000000234551
  • (SSID)ssj0000321179
  • (PQKBManifestationID)11238202
  • (PQKBTitleCode)TC0000321179
  • (PQKBWorkID)10262818
  • (PQKB)10119055
  • (DE-He213)978-3-540-70719-6
  • (EXLCZ)991000000000234551
Label
Algorithmic Learning Theory : 7th International Workshop, ALT '96 Sydney, Australia, October 23–25, 1996 Proceedings, edited by Setsuo Arikawa, Arun K. Sharma, (electronic resource)
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Color
not applicable
Content category
text
Content type code
txt
Contents
Managing complexity in neuroidal circuits -- Learnability of exclusive-or expansion based on monotone DNF formulas -- Improved bounds about on-line learning of smooth functions of a single variable -- Query learning of bounded-width OBDDs -- Learning a representation for optimizable formulas -- Limits of exact algorithms for inference of minimum size finite state machines -- Genetic fitness optimization using rapidly mixing Markov chains -- The kindest cut: Minimum message length segmentation -- Reducing complexity of decision trees with two variable tests -- The complexity of exactly learning algebraic concepts -- Efficient learning of real time two-counter automata -- Cost-sensitive feature reduction applied to a hybrid genetic algorithm -- Effects of Feature Selection with ‘Blurring’ on neurofuzzy systems -- Boosting first-order learning -- Incorporating hypothetical knowledge into the process of inductive synthesis -- Induction of Constraint Logic Programs -- Constructive learning of translations based on dictionaries -- Inductive logic programming beyond logical implication -- Noise elimination in inductive concept learning: A case study in medical diagnosis -- MML estimation of the parameters of the spherical fisher distribution -- Learning by erasing -- On learning and co-learning of minimal programs -- Inductive inference of unbounded unions of pattern languages from positive data -- A class of prolog programs inferable from positive data -- Vacillatory and BC learning on noisy data -- Transformations that preserve learnability -- Probabilistic limit identification up to “small” sets -- Reflecting inductive inference machines and its improvement by therapy
Dimensions
unknown
Extent
1 online resource (XVII, 337 p.)
File format
multiple file formats
Form of item
online
Isbn
9783540707196
Level of compression
uncompressed
Media category
computer
Media type code
c
Other control number
10.1007/3-540-61863-5
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)1000000000234551
  • (SSID)ssj0000321179
  • (PQKBManifestationID)11238202
  • (PQKBTitleCode)TC0000321179
  • (PQKBWorkID)10262818
  • (PQKB)10119055
  • (DE-He213)978-3-540-70719-6
  • (EXLCZ)991000000000234551

Library Locations

  • Albert D. Cohen Management LibraryBorrow it
    181 Freedman Crescent, Winnipeg, MB, R3T 5V4, CA
    49.807878 -97.129961
  • Architecture/Fine Arts LibraryBorrow it
    84 Curry Place, Winnipeg, MB, CA
    49.807716 -97.136226
  • Archives and Special CollectionsBorrow it
    25 Chancellors Circle (Elizabeth Dafoe Library), Room 330, Winnipeg, MB, R3T 2N2, CA
    49.809961 -97.131878
  • Bibliothèque Alfred-Monnin (Université de Saint-Boniface)Borrow it
    200, avenue de la Cathédrale, Local 2110, Winnipeg, MB, R2H 0H7, CA
    49.888861 -97.119735
  • Bill Larson Library (Grace Hospital)Borrow it
    300 Booth Drive, G-227, Winnipeg, MB, R3J 3M7, CA
    49.882400 -97.276436
  • Carolyn Sifton - Helene Fuld Library (St. Boniface General Hospital)Borrow it
    409 Tache Avenue, Winnipeg, MB, R2H 2A6, CA
    49.883388 -97.126050
  • Concordia Hospital LibraryBorrow it
    1095 Concordia Avenue, Winnipeg, MB, R2K 3S8, CA
    49.913252 -97.064683
  • Donald W. Craik Engineering LibraryBorrow it
    75B Chancellors Circle (Engineering Building E3), Room 361, Winnipeg, MB, R3T 2N2, CA
    49.809053 -97.133292
  • E.K. Williams Law LibraryBorrow it
    224 Dysart Road, Winnipeg, MB, R3T 5V4, CA
    49.811829 -97.131017
  • Eckhardt-Gramatté Music LibraryBorrow it
    136 Dafoe Road (Taché Arts Complex), Room 257, Winnipeg, MB, R3T 2N2, CA
    49.807964 -97.132222
  • Elizabeth Dafoe LibraryBorrow it
    25 Chancellors Circle, Winnipeg, MB, R3T 2N2, CA
    49.809961 -97.131878
  • Fr. H. Drake Library (St. Paul's College)Borrow it
    70 Dysart Road, Winnipeg, MB, R3T 2M6, CA
    49.810605 -97.138184
  • J.W. Crane Memorial Library (Deer Lodge Centre)Borrow it
    2109 Portage Avenue, Winnipeg, MB, R3J 0L3, CA
    49.878000 -97.235520
  • Libraries Annex (not open to the public; please see web page for details)Borrow it
    25 Chancellors Circle (in the Elizabeth Dafoe Library), Winnipeg, MB, R3T 2N2, CA
    49.809961 -97.131878
  • Neil John Maclean Health Sciences LibraryBorrow it
    727 McDermot Avenue (Brodie Centre), 200 Level, Winnipeg, MB, R3E 3P5, CA
    49.903563 -97.160554
  • Sciences and Technology LibraryBorrow it
    186 Dysart Road, Winnipeg, MB, R3T 2M8, CA
    49.811526 -97.133257
  • Seven Oaks General Hospital LibraryBorrow it
    2300 McPhillips Street, Winnipeg, MB, R2V 3M3, CA
    49.955177 -97.148865
  • Sister St. Odilon Library (Misericordia Health Centre)Borrow it
    99 Cornish Avenue, Winnipeg, MB, R3C 1A2, CA
    49.879592 -97.160425
  • St. John's College LibraryBorrow it
    92 Dysart Road, Winnipeg, MB, R3T 2M5, CA
    49.811242 -97.137156
  • Victoria General Hospital LibraryBorrow it
    2340 Pembina Highway, Winnipeg, MB, R3T 2E8, CA
    49.806755 -97.152739
  • William R Newman Library (Agriculture)Borrow it
    66 Dafoe Road, Winnipeg, MB, R3T 2R3, CA
    49.806936 -97.135525
Processing Feedback ...