Armin Salimi-Badr

@sbu.ac.ir

Faculty of Computer Science and Engineering
Shahid Beheshti University



                 

https://researchid.co/armin.salimibadr

RESEARCH INTERESTS

Computational Intelligence
Artificial Intelligence
Robotics
Cognitive Neuroscience

247

Scholar Citations

8

Scholar h-index

8

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • A data-driven implicit deep adaptive neuro-fuzzy inference system capable of manifold learning for function approximation
    A Salimi-Badr
    Applied Soft Computing, 111458 2024

  • UNFIS: A Novel Neuro-Fuzzy Inference System with Unstructured Fuzzy Rules
    A Salimi-Badr
    Neurocomputing, 127437 2024

  • Generating Hand-Written Symbols With Trajectory Planning Using A Robotic Arm
    A Parvizi, A Salimi-Badr
    2023 13th International Conference on Computer and Knowledge Engineering 2023

  • An Explainable Deep Learning-Based Method For Schizophrenia Diagnosis Using Generative Data-Augmentation
    M Saadatinia, A Salimi-Badr
    arXiv preprint arXiv:2310.16867 2023

  • A type-2 neuro-fuzzy system with a novel learning method for Parkinson’s disease diagnosis
    A Salimi-Badr, M Hashemi, H Saffari
    Applied Intelligence 53 (12), 15656-15682 2023

  • Early Parkinson's Disease Diagnosis Based on Sequence Analysis
    A Salimi-Badr, M Hashemi
    Journal of Innovations in Computer Science and Engineering (JICSE), 1-10 2023

  • ENF-S: An Evolutionary-Neuro-Fuzzy Multi-Objective Task Scheduler for Heterogeneous Multi-core Processors
    A Abdi, A Salimi-Badr
    IEEE Transactions on Sustainable Computing 8 (3), 479 - 491 2023

  • An efficient planning method for autonomous navigation of a wheeled-robot based on deep reinforcement learning
    AS Sadr, MS Khojasteh, H Malek, A Salimi-Badr
    2022 12th International Conference on Computer and Knowledge Engineering 2022

  • UNFIS: A Novel Neuro-Fuzzy Inference System with Unstructured Fuzzy Rules for Classification
    A Salimi-Badr
    arXiv preprint arXiv:2211.00599 2022

  • A novel evolutionary-based neuro-fuzzy task scheduling approach to jointly optimize the main design challenges of heterogeneous MPSoCs
    A Abdi, A Salimi-Badr
    arXiv preprint arXiv:2203.14717 2022

  • Ros-based co-simulation for formal cyber-physical robotic system design
    M Vazirpanah, SH Attarzadeh-Niaki, A Salimi-Badr
    2022 27th International Computer Conference, Computer Society of Iran (CSICC 2022

  • A novel learning algorithm based on computing the rules’ desired outputs of a TSK fuzzy neural network with non-separable fuzzy rules
    A Salimi-Badr, MM Ebadzadeh
    Neurocomputing 470, 139-153 2022

  • IT2CFNN: An interval type-2 correlation-aware fuzzy neural network to construct non-separable fuzzy rules with uncertain and adaptive shapes for nonlinear function approximation
    A Salimi-Badr
    Applied Soft Computing 115, 108258 2022

  • A novel self-organizing fuzzy neural network to learn and mimic habitual sequential tasks
    A Salimi-Badr, MM Ebadzadeh
    IEEE Transactions on Cybernetics 52 (1), 323 - 332 2022

  • A systematic embedded software design flow for robotic applications
    N Mahdian, SH Attarzadeh-Niaki, A Salimi-Badr
    2021 11th International Conference on Computer Engineering and Knowledge 2021

  • Parkinson's Disease Diagnosis based on Gait Cycle Analysis Through an Interpretable Interval Type-2 Neuro-Fuzzy System
    A Salimi-Badr, M Hashemi, H Saffari
    arXiv preprint arXiv:2109.02442 2021

  • A Neural-Based Approach to Aid Early Parkinson's Disease Diagnosis
    A Salimi-Badr, M Hashemi
    2020 11th international conference on information and knowledge technology 2020

  • Backpropagation-free learning method for correlated fuzzy neural networks
    A Salimi-Badr, MM Ebadzadeh
    arXiv preprint arXiv:2012.01935 2020

  • A Computational System-Level Model of Oculomotor Pathways Accounting for the Representation of Eye Biomechanics in the Cerebellar Vermis
    C Darlot, A Salimi-Badr, M Asadi-Eydivand, Z Ghorrati, MM Ebadzadeh
    IEEE Access 8, 110859-110879 2020

  • Aself-ORGANIZING FUZZY NEURAL NETWORK FOR SEQUENCE LEARNING
    A Salimi-Badr, MM Ebadzadeh
    arXiv preprint arXiv:1908.00617 2019

MOST CITED SCHOLAR PUBLICATIONS

  • IC-FNN: a novel fuzzy neural network with interpretable, intuitive, and correlated-contours fuzzy rules for function approximation
    MM Ebadzadeh, A Salimi-Badr
    IEEE Transactions on Fuzzy Systems 26 (3), 1288-1302 2017
    Citations: 60

  • CFNN: Correlated fuzzy neural network
    MM Ebadzadeh, A Salimi-Badr
    Neurocomputing 148, 430-444 2015
    Citations: 51

  • A novel self-organizing fuzzy neural network to learn and mimic habitual sequential tasks
    A Salimi-Badr, MM Ebadzadeh
    IEEE Transactions on Cybernetics 52 (1), 323 - 332 2022
    Citations: 33

  • A novel learning algorithm based on computing the rules’ desired outputs of a TSK fuzzy neural network with non-separable fuzzy rules
    A Salimi-Badr, MM Ebadzadeh
    Neurocomputing 470, 139-153 2022
    Citations: 18

  • Fuzzy neuronal model of motor control inspired by cerebellar pathways to online and gradually learn inverse biomechanical functions in the presence of delay
    A Salimi-Badr, MM Ebadzadeh, C Darlot
    Biological cybernetics 111, 421-438 2017
    Citations: 18

  • IT2CFNN: An interval type-2 correlation-aware fuzzy neural network to construct non-separable fuzzy rules with uncertain and adaptive shapes for nonlinear function approximation
    A Salimi-Badr
    Applied Soft Computing 115, 108258 2022
    Citations: 17

  • A system-level mathematical model of Basal Ganglia motor-circuit for kinematic planning of arm movements
    A Salimi-Badr, MM Ebadzadeh, C Darlot
    Computers in biology and medicine 92, 78-89 2018
    Citations: 11

  • A possible correlation between the basal ganglia motor function and the inverse kinematics calculation
    A Salimi-Badr, MM Ebadzadeh, C Darlot
    Journal of Computational Neuroscience 43, 295-318 2017
    Citations: 10

  • A type-2 neuro-fuzzy system with a novel learning method for Parkinson’s disease diagnosis
    A Salimi-Badr, M Hashemi, H Saffari
    Applied Intelligence 53 (12), 15656-15682 2023
    Citations: 7

  • A Neural-Based Approach to Aid Early Parkinson's Disease Diagnosis
    A Salimi-Badr, M Hashemi
    2020 11th international conference on information and knowledge technology 2020
    Citations: 6

  • A systematic embedded software design flow for robotic applications
    N Mahdian, SH Attarzadeh-Niaki, A Salimi-Badr
    2021 11th International Conference on Computer Engineering and Knowledge 2021
    Citations: 4

  • Ros-based co-simulation for formal cyber-physical robotic system design
    M Vazirpanah, SH Attarzadeh-Niaki, A Salimi-Badr
    2022 27th International Computer Conference, Computer Society of Iran (CSICC 2022
    Citations: 3

  • Backpropagation-free learning method for correlated fuzzy neural networks
    A Salimi-Badr, MM Ebadzadeh
    arXiv preprint arXiv:2012.01935 2020
    Citations: 3

  • ENF-S: An Evolutionary-Neuro-Fuzzy Multi-Objective Task Scheduler for Heterogeneous Multi-core Processors
    A Abdi, A Salimi-Badr
    IEEE Transactions on Sustainable Computing 8 (3), 479 - 491 2023
    Citations: 2

  • An efficient planning method for autonomous navigation of a wheeled-robot based on deep reinforcement learning
    AS Sadr, MS Khojasteh, H Malek, A Salimi-Badr
    2022 12th International Conference on Computer and Knowledge Engineering 2022
    Citations: 2

  • An Explainable Deep Learning-Based Method For Schizophrenia Diagnosis Using Generative Data-Augmentation
    M Saadatinia, A Salimi-Badr
    arXiv preprint arXiv:2310.16867 2023
    Citations: 1

  • A novel evolutionary-based neuro-fuzzy task scheduling approach to jointly optimize the main design challenges of heterogeneous MPSoCs
    A Abdi, A Salimi-Badr
    arXiv preprint arXiv:2203.14717 2022
    Citations: 1