Various algorithms related to linguistic fuzzy logic: mining for linguistic fuzzy association rules, composition of fuzzy relations, performing perception-based logical deduction (PbLD), and forecasting time-series using fuzzy rule-based ensemble (FRBE).
|Date of publication||2016-04-22 15:30:25|
|Maintainer||Michal Burda <email@example.com>|
|License||GPL (>= 3.0)|
aggregate: Implicational aggregation of rules' consequents into a fuzzy...
algebra: Algebra for Fuzzy Sets
antecedents: Extract antecedent-part (LHS) of the rules in a list
as.data.frame.farules: Convert the 'farules' object into a data frame
as.matrix.fsets: Convert a 'fsets' object into matrix
cbind.fsets: Combine several 'fsets' objects into a single one
compose: Composition of Fuzzy Relations
consequents: Extract consequent-part (RHS) of the rules in a list
defuzz: Convert fuzzy set into a crisp numeric value
errors: Compute forecast errors
evalfrbe: Evaluate the performance of the FRBE forecast
farules: A class of rules with statistical characteristics.
fcut: Transform data into a set of fuzzy attributes using...
fire: Compute truth-degrees of rules on data
frbe: Fuzzy Rule-Based Ensemble (FRBE) of time-series forecasts
fsets: A class of a table with several fuzzy sets.
head.farules: Return the first part of an instance of the 'farules' class
head.fsets: Return the first part of an instance of the 'fsets' class
is.farules: Test whether 'x' is a valid object of the 'farules' class
is.frbe: Test whether 'x' is a valid object of the 'frbe' class
is.fsets: Test whether 'x' is a valid object of the 'fsets' class
is.specific: Determine whether the first set of predicates is more...
lcut: Transform data into a set of linguistic fuzzy attributes
lfl-package: Linguistic Fuzzy Logic
mult: Callback-based Multiplication of Matrices
pbld: Perform a Perception-based Logical Deduction (PbLD) with...
perceive: From a set of rules, remove each rule for which another rule...
plot.fsets: Plot a 'fsets' object
print.farules: Print an instance of the 'farules' class
print.frbe: Print an instance of the 'frbe' class
print.fsets: Print an instance of the 'fsets' class
rbcoverage: Compute rule base coverage of data
reduce: Reduce the size of rule base
searchrules: Searching for fuzzy association rules
sel: Select several rows and columns from a data object
slices: Return vector of values from given interval
tail.farules: Return the last part of an instance of the 'farules' class
tail.fsets: Return the last part of an instance of the 'fsets' class
triangle: Compute membership degrees of values to the fuzzy set