35 citations · 89 across the 4 of their papers we have counts for
5 papers
UNFIS: A Novel Neuro-Fuzzy Inference System with Unstructured Fuzzy Rules for Classification
Armin Salimi-Badr
An important constraint of Fuzzy Inference Systems (FIS) is their structured rules defined based on evaluating all input variables. Indeed, the length of all fuzzy rules and the nu…
A novel evolutionary-based neuro-fuzzy task scheduling approach to jointly optimize the main design challenges of heterogeneous MPSoCs
Athena Abdi, Armin Salimi-Badr
In this paper, an online task scheduling and mapping method based on a fuzzy neural network (FNN) learned by an evolutionary multi-objective algorithm (NSGA-II) to jointly optimize…
Parkinson's Disease Diagnosis based on Gait Cycle Analysis Through an Interpretable Interval Type-2 Neuro-Fuzzy System
Armin Salimi-Badr, Mohammad Hashemi, Hamidreza Saffari
In this paper, an interpretable classifier using an interval type-2 fuzzy neural network for detecting patients suffering from Parkinson's Disease (PD) based on analyzing the gait…
Backpropagation-Free Learning Method for Correlated Fuzzy Neural Networks
Armin Salimi-Badr, Mohammad Mehdi Ebadzadeh
In this paper, a novel stepwise learning approach based on estimating desired premise parts' outputs by solving a constrained optimization problem is proposed. This learning approa…
A self-organizing fuzzy neural network for sequence learning
Armin Salimi-Badr, Mohammad Mehdi Ebadzadeh
In this paper, a new self-organizing fuzzy neural network model is presented which is able to learn and reproduce different sequences accurately. Sequence learning is important in…