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Projects / Programmes source: ARIS

Intelligent sistems

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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
P110  Natural sciences and mathematics  Mathematical logic, set theory, combinatories 
P180  Natural sciences and mathematics  Metrology, physical instrumentation 
T120  Technological sciences  Systems engineering, computer technology 
P175  Natural sciences and mathematics  Informatics, systems theory 
P170  Natural sciences and mathematics  Computer science, numerical analysis, systems, control 
P176  Natural sciences and mathematics  Artificial intelligence 
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 (28)
no. Code Name and surname Research area Role Period No. of publications
1.  20242  PhD Andraž Bežek  Computer science and informatics  Researcher  2003  25 
2.  05125  PhD Stanko Blatnik  Computer science and informatics  Researcher  2001 - 2003  109 
3.  02749  PhD Marko Bohanec  Computer science and informatics  Researcher  2001 - 2003  639 
4.  08952  PhD Damjan Bojadžiev  Computer science and informatics  Researcher  2001 - 2003  78 
5.  22278  PhD Janez Brank  Computer science and informatics  Researcher  2002 - 2003  95 
6.  02275  PhD Ivan Bratko  Computer science and informatics  Researcher  2001 - 2003  743 
7.  16415  PhD Damjan Demšar  Computer science and informatics  Researcher  2001 - 2003  46 
8.  11770  PhD Aleš Dobnikar  Computer science and informatics  Researcher  2001 - 2002  131 
9.  11973  PhD Matija Drobnič  Computer science and informatics  Researcher  2001 - 2003  63 
10.  05026  PhD Bogdan Filipič  Computer science and informatics  Researcher  2001 - 2003  481 
11.  08501  PhD Matjaž Gams  Computer science and informatics  Head  2001 - 2003  1,689 
12.  17137  Marko Grobelnik  Computer science and informatics  Researcher  2001 - 2003  439 
13.  10467  PhD Matevž Kovačič  Medical sciences  Researcher  2001 - 2003  14 
14.  11562  PhD Viljem Križman  Computer science and informatics  Researcher  2001 - 2003  30 
15.  02571  Mitja Lasič  Computer science and informatics  Researcher  2001 - 2003  24 
16.  23581  PhD Mitja Luštrek  Computer science and informatics  Researcher  2003  475 
17.  12570  PhD Dunja Mladenić  Computer science and informatics  Researcher  2001 - 2003  662 
18.  20815  PhD Aleksander Pivk  Computer science and informatics  Researcher  2002 - 2003  34 
19.  13693  PhD Vesna Prašnikar  Computer science and informatics  Researcher  2001 - 2002  23 
20.  01074  PhD Vladislav Rajkovič  Computer science and informatics  Researcher  2001 - 2003  2,207 
21.  03496  Peter Reinhardt  Computer science and informatics  Researcher  2001 - 2003  16 
22.  15656  PhD Tomaž Šef  Computer science and informatics  Researcher  2001 - 2003  394 
23.  21346  Maja Škrjanc  Computer science and informatics  Researcher  2002 - 2003  42 
24.  02832  PhD Marjan Špegel  Computer science and informatics  Researcher  2001 - 2003  79 
25.  04586  PhD Tanja Urbančič  Computer science and informatics  Researcher  2001 - 2003  290 
26.  23651  PhD Miha Volovšek  Computer science and informatics  Researcher  2003  8 
27.  12536  PhD Blaž Zupan  Computer science and informatics  Researcher  2003  531 
28.  23582  PhD Martin Žnidaršič  Computer science and informatics  Researcher  2003  165 
Organisations (1)
no. Code Research organisation City Registration number No. of publications
1.  0106  Jožef Stefan Institute  Ljubljana  5051606000  90,624 
Abstract
Our aim is to analyze, design and implement intelligent methods in computer systems and information society in general. The emphasis is on computational, mathematical and other formal kinds of knowledge, but we also consider the performance of living beings. The basic research question is whether human abilities are in principle computable or whether there are essential differences (Gödelian arguments). We study intelligence, consciousness and other “higher” cognitive capacities in order to recreate them in computational systems (Turing machines). For example, how can principles of evolution be used to build computational systems, which flexibly adapt to their environment (genetic algorithms for optimizing industrial processes)? We use machine learning, automatic synthesis of knowledge and data mining to build concise and transparent knowledge e.g. as rules or classification and decision trees. In particular, we explore the use of multiple learning strategies, structuring the learning domain and going beyond attribute languages to induce relational descriptions and programs. In qualitative modeling and behavioral cloning, we simulate human control of dynamic systems such as crane operation. Intelligent computer agents and Internet systems such as our employment agent find important information in mountains of Internet data. Such advanced agents use ontologies and perform autonomously as well as in cooperation with other agents. Interfaces such as our continually improving Slovene speech synthesis system add human features to computer systems. These intelligent systems are crucial for developing a user-friendly information society. Intelligent computer and telecommunication systems are also a key infrastructure for other areas of science and technology, evident from the interdisciplinary nature of our work and publications. The broad scientific significance of our research program is that it tackles important, open questions in many areas of contemporary (software) computer science and covers all major areas of artificial intelligence (mind, consciousness). At the national level, research and development of intelligent systems promotes Slovenia's advance into the developed information world, on an equal basis while preserving its national, notably linguistic heritage (language engineering for Slovene). Information technologies are the major factor of growth in the developed world, and are becoming so in Slovenia, hopefully also through our efforts.
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