ENIGMA: A System That Learns Diagnostic Knowledge.

@article{DBLP:journals/tkde/GiordanaSBBM93,
  author    = {Attilio Giordana and
               Lorenza Saitta and
               Francesco Bergadano and
               Filippo Brancadori and
               Davide De Marchi},
  title     = {ENIGMA: A System That Learns Diagnostic Knowledge},
  journal   = {IEEE Trans. Knowl. Data Eng.},
  volume    = {5},
  number    = {1},
  year      = {1993},
  pages     = {15-28},
  ee        = {db/journals/tkde/GiordanaSBBM93.html},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

Abstract

Copyright © 1993 by The Institute of Electrical and Electronic Engineers, Inc. (IEEE). Abstract used with permission.

Joint ACM SIGMOD / IEEE Computer Society Anthology

• Windows: Click the letter of your CD drive
  A B C D E F G H I J K L M N O P Q R S T U V W X Y Z
• Mac: Click here
• UNIX/LINUX: mount the CD and click on the path of your mount point:
  /Anthology/An3-3 or /cdrom

• Windows: Click the letter of your CD drive
  A B C D E F G H I J K L M N O P Q R S T U V W X Y Z
• Mac: Click here
• UNIX/LINUX: mount the DVD and click on the path of your mount point:
  /Anthology/aDVD2 or /dvd

References

[1]

...

[2]

Ryszard S. Michalski, Igor Mozetic, Jiarong Hong, Nada Lavrac: The Multi-Purpose Incremental Learning System AQ15 and Its Testing Application to Three Medical Domains. AAAI 1986: 1041-1047

[3]

...

[4]

Steven Minton, Jaime G. Carbonell, Craig A. Knoblock, Daniel Kuokka, Oren Etzioni, Yolanda Gil: Explanation-Based Learning: A Problem Solving Perspective. Artif. Intell. 40(1-3): 63-118(1989)

[5]

J. Ross Quinlan: Induction of Decision Trees. Machine Learning 1(1): 81-106(1986)

[6]

...

[7]

...

[8]

...

[9]

...

[10]

J. Ross Quinlan: Learning Logical Definitions from Relations. Machine Learning 5: 239-266(1990)

[11]

Stephen Muggleton, Cao Feng: Efficient Induction of Logic Programs. ALT 1990: 368-381

[12]

Roberto Gemello, Franco Mana, Lorenza Saitta: Rigel: An Inductive Learning System. Machine Learning 6: 7-35(1991)

[13]

Frederick Hayes-Roth, John P. McDermott: An Interference Matching Technique for Inducing Abstractions. Commun. ACM 21(5): 401-410(1978)

[14]

Wayne Iba, James Wogulis, Pat Langley: Trading Off Simplicity and Coverage in Incremental concept Learning. ML 1988: 73-79

[15]

...

[16]

Tom M. Mitchell, Richard M. Keller, Smadar T. Kedar-Cabelli: Explanation-Based Generalization: A Unifying View. Machine Learning 1(1): 47-80(1986)

[17]

Gerald DeJong, Raymond J. Mooney: Explanation-Based Learning: An Alternative View. Machine Learning 1(2): 145-176(1986)

[18]

...

[19]

Francesco Bergadano, Attilio Giordana: A Knowledge Intensive Approach to Concept Induction. ML 1988: 305-317

[20]

...

[21]

Francesco Bergadano, Attilio Giordana, Lorenza Saitta, Davide De Marchi, Filippo Brancadori: Integrated Learning in a real Domain. ML 1990: 322-329

[22]

Francesco Bergadano, Attilio Giordana, Lorenza Saitta: Biasing Induction by Using a Domain Theory: An Experimental Evaluation. ECAI 1990: 84-89

[23]

...

[24]

Ryszard S. Michalski: A Theory and Methodology of Inductive Learning. Artif. Intell. 20(2): 111-161(1983)

[25]

Laurent Vieille: Recursive Axioms in Deductive Databases: The Query/Subquery Approach. Expert Database Conf. 1986: 253-267

[26]

Jeffrey D. Ullman: Principles of Database Systems, 2nd Edition. Computer Science Press 1982, ISBN 0-914894-36-6

[27]

Lawrence J. Henschen, Shamim A. Naqvi: On compiling queries in recursive first-order databases. J. ACM 31(1): 47-85(1984)

[28]

...

[29]

Marco Botta, Attilio Giordana: Learning Quantitative Features in a Symbolic Environment. ISMIS 1991: 296-305

[30]

...

[31]

...

[32]

Marco Botta, Lorenza Saitta: Use of Causal Models and Abduction in Learning Diagnostic Knowledge. International Journal of Man-Machine Studies 36(2): 289-307(1992)

[33]

...

[34]

...