Projects / Programmes
January 1, 1999
- December 31, 2003
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 |
Researchers (28)
no. |
Code |
Name and surname |
Research area |
Role |
Period |
No. of publicationsNo. 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 |
649 |
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 |
99 |
6. |
02275 |
PhD Ivan Bratko |
Computer science and informatics |
Researcher |
2001 - 2003 |
746 |
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 |
133 |
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 |
485 |
11. |
08501 |
PhD Matjaž Gams |
Computer science and informatics |
Head |
2001 - 2003 |
1,710 |
12. |
17137 |
Marko Grobelnik |
Computer science and informatics |
Researcher |
2001 - 2003 |
446 |
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 |
484 |
17. |
12570 |
PhD Dunja Mladenić |
Computer science and informatics |
Researcher |
2001 - 2003 |
669 |
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 |
2,212 |
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 |
44 |
24. |
02832 |
PhD Marjan Špegel |
Computer science and informatics |
Researcher |
2001 - 2003 |
80 |
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 |
533 |
28. |
23582 |
PhD Martin Žnidaršič |
Computer science and informatics |
Researcher |
2003 |
169 |
Organisations (1)
no. |
Code |
Research organisation |
City |
Registration number |
No. of publicationsNo. of publications |
1. |
0106 |
Jožef Stefan Institute |
Ljubljana |
5051606000 |
91,734 |
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.
Most important scientific results
Final report
Most important socioeconomically and culturally relevant results
Final report