Simple fuzzy logic rules based on fuzzy decision tree for classification and prediction problem

IFIP Advances in Information and Communication Technology

Volumn 163, Issue , 2005, Pages 175-184

  Baldwin, J F ^a   Xie, Dong Walter ^a  

^a UNIVERSITY OF BRISTOL   (United Kingdom)

Author keywords

Classification problem; Fuzzy ID3 decision tree; Prediction problem; Simple fuzzy logic rules (SFLRs); Simple shaped fuzzy partition

Indexed keywords

COMPUTER CIRCUITS; DATA MINING; DECISION TREES; FUZZY INFERENCE; FUZZY SETS;

FUZZY DECISION TREES; FUZZY ID3; FUZZY LOGIC RULES; FUZZY PARTITION; FUZZY RULE BASED; PREDICTION PROBLEM; TRAINING SETS; TRAPEZOIDAL SHAPE;

FUZZY LOGIC;

EID: 38649119096     PISSN: 18684238     EISSN: None     Source Type: Book Series    
DOI: 10.1007/0-387-23152-8_23     Document Type: Conference Paper

References (7)

1. J. F. Baldwin, T. P. Martinand B. W. Pilsworth, "Fril-Fuzzy and Evidential Reasoning in Artificial Intelligence, " Research Studies Press Ltd. (John Wiley), 1995.
2. Jim Baldwin, http://www. enm. bris. ac. uk/teaching/enifb/emat31600/.
3. Lotfi A. Zadeh, George J. Klir, "Fuzzy Sets, Fuzzy Logic, and Fuzzy Systems: Selected Papers by Lotfi A. Zadeh, " World Scientific Publishing Company, May 1996.
4. Jim Baldwin, Sachin Karale, "New Concept of Fuzzy Partition, Defuzzification and Derivation of Probabilistic Fuzzy Decision Trees, " Proceedings of the 2003 UK Workshop on Computational Intelligence.
5. Susan M. Bridges, Rayford B. Vaughn, "Fuzzy Data Mining and Genetic Algorithms Applied to Intrusion Detection, " 23rd National Information Systems Security Conference, 2000.
6. UCI Machine Learning Repository, http://www 1. ics. uci. edu/-mleani/MLSummary. html.
7. University of Waikato, Weka 3. 4, http://www. cs. waikato. ac. nz/ml/weka/.