Fuzzy Rule Interpolation Toolbox for the GNU Open-Source OCTAVE

no code implementations • 10 Dec 2019 • Maen Alzubi, Mohammad Almseidin, Mohd Aaqib Lone, Szilveszter Kovacs

In most fuzzy control applications (applying classical fuzzy reasoning), the reasoning method requires a complete fuzzy rule-base, i. e all the possible observations must be covered by the antecedents of the fuzzy rules, which is not always available.

Some Considerations and a Benchmark Related to the CNF Property of the Koczy-Hirota Fuzzy Rule Interpolation

no code implementations • 12 Nov 2019 • Maen Alzubi, Szilveszter Kovacs

Fuzzy Rule Interpolation methods were originally proposed to handle the situation of missing fuzzy rules (sparse rule-bases) and to reduce the decision complexity.

Investigating The Piece-Wise Linearity And Benchmark Related To Koczy-Hirota Fuzzy Linear Interpolation

no code implementations • 1 Jul 2019 • Maen Alzubi, Szilvester Kovács

The KH FRI is one of FRI methods which cannot satisfy this condition.

Fuzzy Rule Interpolation Methods and Fri Toolbox

no code implementations • 27 Apr 2019 • Maen Alzubi, Zsolt Csaba Johanyák, Szilveszter Kovács

FRI methods are less popular in the practical application domain.

Evaluation of Machine Learning Algorithms for Intrusion Detection System

no code implementations • 8 Jan 2018 • Mohammad Almseidin, Maen Alzubi, Szilveszter Kovacs, Mouhammd Al-kasassbeh

The focus was on false negative and false positive performance metrics in order to enhance the detection rate of the intrusion detection system.

BIG-bench Machine Learning Intrusion Detection