A Neuro-Fuzzy-Based Agent System with Data Distribution among the Agents for Classification Tasks

2006 ◽  
Author(s):  
Laura O Santana ◽  
Anne P Canuto ◽  
Marjory C Abreu
Keyword(s):  
Data Distribution ◽  
Agent System ◽  
Neuro Fuzzy ◽  
Classification Tasks

A multi-agent system for enabling collaborative situation awareness via position-based stigmergy and neuro-fuzzy learning

2014 ◽  
Vol 135 ◽  
pp. 86-97 ◽  
Author(s):  
Giovanna Castellano ◽  
Mario G.C.A. Cimino ◽  
Anna Maria Fanelli ◽  
Beatrice Lazzerini ◽  
Francesco Marcelloni ◽  
...  
Keyword(s):  
Situation Awareness ◽  
Multi Agent System ◽  
Agent System ◽  
Neuro Fuzzy ◽  
Multi Agent ◽  
Fuzzy Learning

scholarly journals Fault disturbances classification analysis using adaptive neuro-fuzzy inferences system

2019 ◽  
Vol 16 (3) ◽  
pp. 1196
Author(s):  
Shahrani Shahbudin ◽  
Murizah Kassim ◽  
Roslina Mohamad ◽  
Saiful Izwan Suliman ◽  
Yuslinda Wati Mohamad Yusof
Keyword(s):  
Fuzzy Inference ◽  
Voltage Sag ◽  
Membership Functions ◽  
Anfis Model ◽  
Classification Analysis ◽  
Inference System ◽  
Layered Architecture ◽  
Neuro Fuzzy ◽  
Classification Tasks ◽  
The Right

This paper affords the use of neuro-fuzzy technique called the Adaptive Network–based Fuzzy Inference System (ANFIS) to highlight its ability to perform fault disturbances classification tasks using extracted features based on S-transforms methods. The ANFIS model with a five-layered architecture was trained using extracted features to classify signal data comprising various faults disturbances, namely, voltage sag, swell, impulsive, interruption, notch, and pure signal.  Results obtained showed that the ANFIS model is very suitable and can generate excellent classification results provided that the right type and number of Membership Functions (MFs) are used in the classification task.

A methodology to carry out voting classification tasks using a particle swarm optimization-based neuro-fuzzy competitive learning network

2016 ◽  
Vol 8 (1) ◽  
pp. 49-69 ◽  
Author(s):  
Androniki Tamvakis ◽  
George E. Tsekouras ◽  
Anastasios Rigos ◽  
Christos Kalloniatis ◽  
Christos-Nikolaos Anagnostopoulos ◽  
...  
Keyword(s):  
Particle Swarm Optimization ◽  
Particle Swarm ◽  
Competitive Learning ◽  
Swarm Optimization ◽  
Learning Network ◽  
Neuro Fuzzy ◽  
Classification Tasks

An analysis of data distribution in the ClassAge system: An agent-based system for classification tasks

2008 ◽  
Vol 71 (16-18) ◽  
pp. 3319-3325 ◽  
Author(s):  
Anne M.P. Canuto ◽  
Laura Emmanuella A. Santana ◽  
Marjory C.C. Abreu ◽  
João Carlos Xavier
Keyword(s):  
Data Distribution ◽  
Agent Based ◽  
Classification Tasks

Bases for Strategy Choice and Strategy Transitions in Binary Classification Tasks

2004 ◽  
Author(s):  
Lyle E. Bourne ◽  
Alice F. Healy ◽  
James A. Kole ◽  
William D. Raymond
Keyword(s):  
Binary Classification ◽  
Strategy Choice ◽  
Classification Tasks
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