Induction of qualitative trees

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2167, Issue , 2001, Pages 442-453

  Šuc, Dorian ^a   Bratko, Ivan ^a  

^a UNIVERSITY OF LJUBLJANA   (Slovenia)

Author keywords

[No Author keywords available]

Indexed keywords

DECISION TREES; FORESTRY; HEURISTIC ALGORITHMS; MACHINE LEARNING;

AUTOMATIC CONSTRUCTION; EXPERIMENTAL EVALUATION; FUNCTIONAL CONSTRAINTS; INDUCTIVE LEARNING; NUMERICAL ATTRIBUTES; QUALITATIVE CONTROL; QUALITATIVE REASONING; QUALITATIVE SYSTEM IDENTIFICATION;

TREES (MATHEMATICS);

EID: 84948128323     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-44795-4_38     Document Type: Conference Paper

References (17)

1. Bratko, I., Mozetić, I., Lavrać, N.: KARDIO: a Study in Deep and Qualitative Knowledge for Expert Systems. MIT Press (1989)
2. Bratko, I., Muggleton, S., Varśek, A.: Learning qualitative models of dynamic systems. In Proc. of the 8th Int. Conf. on Machine Learning (1991)
3. Clark, P., Matwin, S.: Using qualitative models to guide inductive learning. In Proc. 10th Int. Conf. on Machine Learning, 49-56. Morgan Kaufmann (1993)
4. Coiera, E.: Generating qualitative models from example behaviours. Technical Report Technical report 8901, University of New South Wales (1989)
5. Doyle, R.: Hypothesizing Device Mechanisms: Opening Up the Black Box. Ph.D. Dissertation, Massachusetts Institute of Technology (1988)
6. Dźeroski, S., Todorovski, L.: Discovering dynamics. In Proceedings of the 10th International Conference on Machine Learning 97-103. Morgan Kaufmann (1993)
7. Falkenhainer, B., Forbus, K.: Self explananatory simulations: an integration of qualitative and quantitative knowledge. In Proceedings of the 4th International Workshop on Qualitative Physics (1990)
8. Forbus, K.: Qualitative process theory. Artificial Intelligence (1984) 24:85-168
9. Kuipers, B. J.: Qualitative simulation. Artificial Intelligence (1986) 29:289-338
10. Richards, B., Kraan, I., Kuipers, B: Automatic abduction of qualitative models. In Proc. of the National Conf. on Artificial Inteligence. AAAI/MIT Press (1992)
11. Rissanen, J.: Modelling by shortest data description. Automatica (1978) 14:465-471
12. Suc, D., Bratko, I.: Symbolic and qualitative reconstruction of control skill. Electronic Transactions on Artificial Intelligence, Section B (1999) 3:1-22. http://www.ep.liu.se/ej/etai/1999/002/
13. Suc, D., Bratko, I.: Skill modelling through symbolic reconstruction of operator's trajectories. IEEE Transaction on Systems, Man and Cybernetics, Part A (2000), 30(06):617-624
14. Suc, D: Machine reconstruction of human control strategies. Ph.D. Dissertation, Faculty of Computer and Information Sc., University of Ljubljana, Slovenia (2001). http://ai.fri.uni-lj.si/dorian/MLControl/MLControl.htm
15. Suc, D., Bratko, I: Qualitative induction. In Proceedings of the 15th International Workshop on Qualitative Reasoning (2001). Accepted for publishing.
16. Varśek, A., Urbanćić, T., Filipić, B.: Genetic algorithms in controller design and tuning. IEEE Trans. on Systems, Man and Cybernetics (1993), 23(6):1330-1339.
17. Williams, B.: Interaction-based invention: designing devices from first principles. In Proceedings of the 4th International Workshop on Qualitative Physics (1990).