Asymmetric triangular fuzzy sets for classification models

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)

Volumn 2773 PART 1, Issue , 2003, Pages 364-370

  Baldwin, J F ^a   Karale, Sachin B ^a  

^a UNIVERSITY OF BRISTOL   (United Kingdom)

Author keywords

Decision trees; Fuzzy decision trees; Fuzzy sets; ID3 algorithm; Mass assignments

Indexed keywords

ALGORITHMS; DATA REDUCTION; DECISION THEORY; PROBABILITY; PROBLEM SOLVING; DATA MINING; DECISION TREES; FUZZY SETS; KNOWLEDGE BASED SYSTEMS; TREES (MATHEMATICS);

DECISION TREES; FUZZY DECISION TREES; ID3 ALGORITHM; MASS ASSIGNMENTS; ASYMMETRIC TRIANGULAR FUZZY; CLASSIFICATION MODELS; CLASSIFICATION TREES; CONTINUOUS FEATURES; FUZZY PARTITIONING;

FUZZY SETS; FUZZY LOGIC;

EID: 8344280809     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-540-45224-9_51     Document Type: Conference Paper

References (4)

1. Quinlan, J.R.: C4.5: Programs for Machine Learning. San Mateo, Morgan Kaufmann Publishers (1993)
2. Baldwin, J.F., Lawry, J., Martin, T. P.: A Mass Assignment Based ID3 Algorithm for Decision Tree Induction. International Journal of Intelligent Systems, 12 (1997) 523-552
3. Fayyad, U.M., Irani, K.B.: On the handling of continuous-valued attributes in decision tree generation. Mach. Learn., 8 (1992) 87-102
4. Baldwin, J.F., Martin, T.P., Pilsworth, B.W.: FRIL- Fuzzy and Evidential Reasoning in A.I. Research Studies Press, Wiley, New York (1995)