17 search results - page 1 / 4 » Using the OLS Algorithm to Build Interpretable Rule Bases: A... |
FUZZIEEE
2007
IEEE
13 years 10 months ago
2007
IEEE
— One of the main advantages of fuzzy modeling is the ability to yield interpretable results. Amongst these modeling methods, the OLS algorithm is a mathematically robust techniq...
CORR
2008
Springer
13 years 4 months ago
2008
Springer
In many fields where human understanding plays a crucial role, such as bioprocesses, the capacity of extracting knowledge from data is of critical importance. Within this framewor...
EUSFLAT
2009
13 years 2 months ago
2009
Abstract-- We describe an automatic approach for evaluating interpretability of fuzzy rule-based classifiers. The approach is based on the logical view of fuzzy rules, which are in...
WISE
2010
Springer
13 years 2 months ago
2010
Springer
Abstract. Association rule mining algorithms such as Apriori were originally developed to automatically detect patterns in sales transactions and were later on also successfully ap...
PPSN
2004
Springer
13 years 9 months ago
2004
Springer
Two ideas taken from Bayesian optimization and classifier systems are presented for personnel scheduling based on choosing a suitable scheduling rule from a set for each person’s...