Projects / Programmes
Sinteza znanja iz podatkov in predznanja (Slovene)
Code |
Science |
Field |
Subfield |
2.07.01 |
Engineering sciences and technologies |
Computer science and informatics |
Computer structures, systems and networks - software |
Code |
Science |
Field |
P170 |
Natural sciences and mathematics |
Computer science, numerical analysis, systems, control |
P176 |
Natural sciences and mathematics |
Artificial intelligence |
machine learning, inductive logic programming, function decomposition, constructive induction, knowledge discovery in databases, abstract hierarchies, ecological modelling, language analysis, skill reconstruction
Researchers (16)
no. |
Code |
Name and surname |
Research area |
Role |
Period |
No. of publicationsNo. of publications |
1. |
02275 |
PhD Ivan Bratko |
Computer science and informatics |
Head |
1998 - 2001 |
746 |
2. |
05806 |
PhD Bojan Cestnik |
Computer science and informatics |
Researcher |
1999 - 2001 |
200 |
3. |
16415 |
PhD Damjan Demšar |
Computer science and informatics |
Researcher |
1998 - 2001 |
46 |
4. |
16324 |
PhD Janez Demšar |
Computer science and informatics |
Researcher |
1998 - 2001 |
341 |
5. |
11130 |
PhD Sašo Džeroski |
Computer science and informatics |
Researcher |
1998 - 2001 |
1,209 |
6. |
05023 |
PhD Tomaž Erjavec |
Linguistics |
Researcher |
1998 - 2001 |
656 |
7. |
08501 |
PhD Matjaž Gams |
Computer science and informatics |
Researcher |
1998 - 2001 |
1,710 |
8. |
04242 |
PhD Igor Kononenko |
Computer science and informatics |
Researcher |
1999 - 2001 |
475 |
9. |
11562 |
PhD Viljem Križman |
Computer science and informatics |
Researcher |
1999 - 2001 |
30 |
10. |
08949 |
PhD Nada Lavrač |
Computer science and informatics |
Researcher |
1998 - 2001 |
873 |
11. |
20815 |
PhD Aleksander Pivk |
Computer science and informatics |
Researcher |
1998 - 2001 |
34 |
12. |
15295 |
PhD Marko Robnik Šikonja |
Computer science and informatics |
Researcher |
1998 - 2001 |
435 |
13. |
15754 |
PhD Dorian Šuc |
Computer science and informatics |
Researcher |
1999 - 2001 |
43 |
14. |
04586 |
PhD Tanja Urbančič |
Computer science and informatics |
Researcher |
1998 - 2001 |
290 |
15. |
04547 |
PhD Tatjana Zrimec |
Computer science and informatics |
Researcher |
1999 - 2001 |
81 |
16. |
12536 |
PhD Blaž Zupan |
Computer science and informatics |
Researcher |
1999 - 2001 |
533 |
Organisations (2)
Abstract
The goal of this project is to develop machine learning based tools and techniques for intelligent data analysis which will support automated discovery of abstract hierarchies in datasets, constructive induction and predicate invention, and improved handling of numerical information in a logic framework for machine learning. The developed tools will be experimentally applied to several difficult real-life problems, including ecological modelling, skill reconstruction, and document and natural language analysis.