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Projects / Programmes source: ARIS

Umetna inteligenca (Slovene)

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Periods
January 1, 1999 - December 31, 2003
Research activity

Code Science Field Subfield
2.07.00  Engineering sciences and technologies  Computer science and informatics   

Code Science Field
P176  Natural sciences and mathematics  Artificial intelligence 
P170  Natural sciences and mathematics  Computer science, numerical analysis, systems, control 
P175  Natural sciences and mathematics  Informatics, systems theory 
P110  Natural sciences and mathematics  Mathematical logic, set theory, combinatories 
T120  Technological sciences  Systems engineering, computer technology 
Evaluation (rules)
source: COBISS
Evaluation of bibliographic research performance indicators according to ARIS methodology
Citations Citations for bibliographic records in COBIB.SI that are linked to records in citation databases
source: WoS source: Scopus source: COBISS
Researchers (12)
no. Code Name and surname Research area Role Period No. of publications
1.  21306  PhD Matjaž Bevk  Computer science and informatics  Researcher  2001 - 2003  19 
2.  02275  PhD Ivan Bratko  Computer science and informatics  Head  2001 - 2003  743 
3.  16324  PhD Janez Demšar  Computer science and informatics  Researcher  2001 - 2003  340 
4.  20225  PhD Aleks Jakulin  Computer science and informatics  Researcher  2001 - 2003  38 
5.  21352  PhD Peter Juvan  Human reproduction  Researcher  2001 - 2003  163 
6.  04242  PhD Igor Kononenko  Computer science and informatics  Researcher  2001 - 2003  475 
7.  14565  PhD Matjaž Kukar  Computer science and informatics  Researcher  2001 - 2003  219 
8.  15295  PhD Marko Robnik Šikonja  Computer science and informatics  Researcher  2001 - 2003  421 
9.  20389  PhD Aleksander Sadikov  Computer science and informatics  Researcher  2001 - 2003  191 
10.  15754  PhD Dorian Šuc  Computer science and informatics  Researcher  2001 - 2003  43 
11.  21305  PhD Daniel Vladušič  Computer science and informatics  Researcher  2001 - 2003  47 
12.  12536  PhD Blaž Zupan  Computer science and informatics  Researcher  2003  531 
Organisations (1)
no. Code Research organisation City Registration number No. of publications
1.  1539  University of Ljubljana, Faculty of Computer and Information Science  Ljubljana  1627023  16,250 
Abstract
The program includes research on some fundamental issues of artificial intelligence (Al) as well as some applied research connected with these fundamental issues. Areas of fundamental research include: machine learning qualitative modelling, computer reconstruction of sub cognitive human skills, mechanical engineering, and forecasting properties of new materials. Concrete results of research in 1999 include the following: - A new method of machine learning that induces, from learning examples, a definition of the target concept in terms of a hierarchy of intermediate concepts, whereby discovering new useful concepts. The method is based on function decomposition. - A new approach to the modelling of human control skill, based on automatic induction, from human operator's control traces, of constraints on the control trajectory. This approach was experimentally applied to several control problems, including container cranes. - A new algorithm for the selection of atributes in machine learning, inspired on a combination of the Relief method and prediction accuracy optimisation. - An Inductive Logic Programming (ILP) system, called CLIP, that includes a number of efficiency mechanisms and techniques for Constraint Logic Programming within ILP. - Experimental applications include the following application areas: control of dynamic systems, analysis of bio-electromagnetic field of a patient, medical image recognition, prediction in prostate cancer recurrence, diagnosis of heart diseases.
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