IMIST


Learning and Using Structures for Constraint Acquisition (notice n° 50071)

000 -LEADER
fixed length control field nam a22 7a 4500
003 - CONTROL NUMBER IDENTIFIER
control field IMIST
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20180702120108.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 180702b xxu||||| |||| 00| 0 eng d
040 ## - CATALOGING SOURCE
Original cataloging agency IMIST
Language of cataloging ANG
Transcribing agency IMIST
Description conventions rda
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title fre
044 ## - COUNTRY OF PUBLISHING/PRODUCING ENTITY CODE
MARC country code MA
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Edition number 22
Classification number 005.116
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Daoudi, Abderrazak
9 (RLIN) 23147
245 ## - TITLE STATEMENT
Title Learning and Using Structures for Constraint Acquisition
Statement of responsibility, etc Daoudi, Abderrazak
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Rabat
Name of publisher, distributor, etc Université Mohammed V
Date of publication, distribution, etc 2016
300 ## - PHYSICAL DESCRIPTION
Extent 86 pages
336 ## - CONTENT TYPE
Source rdacontent
Content Type Term text
Content Type Code txt
337 ## - MEDIA TYPE
Source rdamedia
Media Type Term unmediated
Media Type Code n
338 ## - CARRIER TYPE
Source rdacarrier
Carrier Type Term volume
Carrier Type Code nc
502 ## - DISSERTATION NOTE
Degree type PH.D
Name of granting institution Université Mohammed V - Rabat
Year degree granted 2016
520 ## - SUMMARY, ETC.
Summary, etc Most of the existing constraint acquisition systems interact with the user by asking her to classify an example as positive or negative. Such queries do not use the structure of the problem and can thus lead the user to answer a large number of queries. In this thesis, we show that using the structure of the problem may improve the acquisition process a lot. To this end, we introduce two new concept of queries that use the structure. The first one, called generalization query, based on an aggregation of variables into types. The second one, named recommendation query, based on the prediction of missing constraints in the current constraint graph. In addition, we propose several algorithms and strategies to deal with these new kind of queries. We incorporate all our proposed algorithms into QUACQ constraint acquisition system, leading to three boosted versions, namely G-QUACQ, M-QUACQ, and P-QUACQ. The results show that the extended versions improve drastically the basic QUACQ. fr_
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Artificial intelligence
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Constraint programming
700 ## - MEMBRES DE JURY
Personal name Benkhalifa, Mohammed
9 (RLIN) 23261
700 ## - MEMBRES DE JURY
Personal name Bouyakhf, El Houssine
9 (RLIN) 23262
700 ## - MEMBRES DE JURY
Personal name Bessiere, Christian
9 (RLIN) 558
700 ## - MEMBRES DE JURY
Personal name Kaci, Souhila
9 (RLIN) 24037
700 ## - MEMBRES DE JURY
Personal name Vareilles, Elise
9 (RLIN) 24038
700 ## - MEMBRES DE JURY
Personal name Ezzahir, Redouane
9 (RLIN) 23263
710 ## - ADDED ENTRY--CORPORATE NAME
Université Université Mohammed V - Rabat
Faculté
Laboratoire Laboratory of Informatics Applied Mathematics , Artificial Intelligence and Pattern Recognition
9 (RLIN) 24039
856 ## - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="http://toubkal.imist.ma/handle/123456789/10379?show=full">http://toubkal.imist.ma/handle/123456789/10379?show=full</a>
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Koha item type Thèse universitaire
Exemplaires
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Permanent Location Current Location Date acquired Inventory number Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
          La bibliothèque des sciences de l'ingénieur La bibliothèque des sciences de l'ingénieur 07/02/2018 TH 439/2016   TH-005.116 DAO 0000000027908 07/02/2018 07/02/2018 Thèse universitaire
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