Searching for the complex decision reducts: The case study of the survival analysis

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

Volumn 2871, Issue , 2003, Pages 160-168

  Bazan, Jan ^a   Skowron, Andrzej ^b   Ślȩzak, Dominik ^c,d   Wróblewski, Jakub ^d  

^a UNIVERSITY OF RZESZÓW   (Poland)

^b UNIVERSITY OF WARSAW   (Poland)

^c UNIVERSITY OF REGINA   (Canada)

^d POLISH JAPANESE INSTITUTE OF INFORMATION TECHNOLOGY   (Poland)

Author keywords

[No Author keywords available]

Indexed keywords

INTELLIGENT SYSTEMS; INFORMATION ANALYSIS; MEDICAL IMAGING; ROUGH SET THEORY; SURGERY; TUMORS;

CLINICAL INFORMATION; COMPLEX DECISION; DECISION VALUE; DISCERNIBILITY; HEAD-AND-NECK CANCER; KAPLAN-MEIER; RELEVANT PATTERNS; SURVIVAL ANALYSIS;

BIOINFORMATICS; ARTIFICIAL INTELLIGENCE;

CLINICAL INFORMATION; DISCERNIBILITY TOOLS; KAPLAN-MEIER PRODUCTS;

EID: 7444250826     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-39592-8_22     Document Type: Conference Paper

References (10)

1. Bazan J., Osmólski A., Skowron A., Ślȩzak D., Szczuka M., Wróblewski J.: Rough set approach to the survival analysis. In Proc. of RSCTC’02 (2002).
2. Cios K.J., Kacprzyk J. (eds): Medical Data Mining and Knowledge Discovery. Studies in Fuzziness and Soft Computing 60, Physica Verlag, Heidelberg (2001).
3. Hosmer D.W. Jr., Lemeshow S.: Applied Survival Analysis: Regression Modeling of Time to Event Data. John Wiley & Sons, Chichester (1999).
4. Lenz M., Bartsch-Spoerl B., Burkhard H.-D., Wess S. (eds): Case-Based Reasoning Technology – From Foundations to Applications. LNAI 1400, Springer (1998).
5. Pawlak Z.: Rough sets – Theoretical aspects of reasoning about data. Kluwer Academic Publishers (1991).
6. Pawlak Z., Skowron A.: Rough membership functions. In: R.R. Yaeger, M. Fedrizzi, J. Kacprzyk (eds), Advances in the Dempster Shafer Theory of Evidence. Wiley (1994) pp. 251–271.
7. Polkowski L., Skowron A., Komorowski J.: Approximate case-based reasoning: A rough mereological approach. In: Proc. of the 4-th German Workshop on Case- Based Reasoning, System Developments and Evaluation (1996) pp. 144–151.
8. Skowron A., Pawlak Z., Komorowski J., Polkowski L.: A rough set perspective on data and knowledge. In: W. Kloesgen, J. Żytkow (eds), Handbook of KDD. Oxford University Press (2002) pp. 134–149.
9. Skowron A., Rauszer C.: The discernibility matrices and functions in information systems. In: R. Sł owiński (ed.), Intelligent Decision Support. Handbook of Applications and Advances of the Rough Set Theory, Kluwer Academic Publishers, Dordrecht (1992) pp. 311–362.
10. Ślȩzak D.: Various approaches to reasoning with frequency-based decision reducts: a survey. In: L. Polkowski, S. Tsumoto, T.Y. Lin (eds.), Rough Sets in Soft Computing and Knowledge Discovery: New Developments. Physica Verlag (2000).