Arash Heidari

53 papers Journal 48Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
A hybrid deep learning framework using synthetic oversampling, autoencoder, convolutional neural networks, and an attention mechanism for credit card fraud detection.
J. Big Data
Mohammad Zavvar, Mojtaba Jafari, Narges Mohammadali Pour, Ali Akbar Kiaei, Mohammad Hossein Zavvar, Arash Heidari, Nima Jafari Navimipour
2026 J jnl
A unified graph neural network-based approach for few-shot learning with task nodes and DiffPool abstraction.
Neurocomputing
Poupak Azad, Arash Heidari, Cuneyt Gurcan Akcora, Ahmad Khonsari, Seyed Hamed Rastegar
2026 J jnl
An energy-efficient privacy-preserving framework for intrusion detection in the internet of vehicles.
Comput. Electr. Eng.
Arash Heidari, Ahmad Khonsari, Seyed Hamed Rastegar
2026 J jnl
Artificial Intelligence-driven privacy preservation in the internet of vehicles: a comprehensive systematic literature review.
J. Big Data
Arash Heidari, Seyed Hamed Rastegar, Ahmad Khonsari
2026 J jnl
FedIoV: A secure and adaptive federated framework for real-time intrusion detection in vehicular networks.
Future Gener. Comput. Syst.
Arash Heidari, Seyed Hamed Rastegar, Ahmad Khonsari
2025 J jnl
A New Flow-Based Approach for Enhancing Botnet Detection Efficiency Using Convolutional Neural Networks and Long Short-Term Memory.
Knowl. Inf. Syst.
Mehdi Asadi, Arash Heidari, Nima Jafari Navimipour
2025 J jnl
A New Median Filter Circuit Design Based on Atomic Silicon Quantum-Dot for Digital Image Processing and IoT Applications.
IEEE Internet Things J.
Seyed-Sajad Ahmadpour, Danial Bakhshayeshi Avval, Nima Jafari Navimipour, Hadi Rasmi, Arash Heidari, Sankit Ramkrishna Kassa, Neeraj Kumar Misra, Ahmad Habibizad Navin, Mohammad Mosleh, Mehdi Hosseinzadeh, Mukesh Patidar
2025 J jnl
A new design of arithmetic and logic unit for enhancing the security of future internet of things devices using quantum-dot technology.
Eng. Appl. Artif. Intell.
Maryam Zaker, Seyed-Sajad Ahmadpour, Nima Jafari Navimipour, Muhammad Zohaib, Neeraj Kumar Misra, Sankit Kassa, Ahmad Habibizad Navin, Arash Heidari, Mehdi Hosseinzadeh, Omar I. Alsaleh
2025 J jnl
A new era in colorectal cancer: Artificial Intelligence at the forefront.
Comput. Biol. Medicine
Aram Farhoudian, Arash Heidari, Reza Shah-Hosseini
2025 J jnl
An Innovative Performance Assessment Method for Increasing the Efficiency of AODV Routing Protocol in VANETs Through Colored Timed Petri Nets.
Concurr. Comput. Pract. Exp.
Arash Heidari, Mohammad Ali Jabraeil Jamali, Nima Jafari Navimipour
2025 J jnl
Applications of deep learning in Alzheimer's disease: a systematic literature review of current trends, methodologies, challenges, innovations, and future directions.
Artif. Intell. Rev.
Shiva Toumaj, Arash Heidari, Reza Shah-Hosseini, Nima Jafari Navimipour
2025 J jnl
Correction: Securing and optimizing IoT offloading with blockchain and deep reinforcement learning in multi-user environments.
Wirel. Networks
Arash Heidari, Nima Jafari Navimipour, Mohammad Ali Jabraeil Jamali, Shahin Akbarpour
2025 J jnl
Knee Detection in Bayesian Multiobjective Optimization Using Thompson Sampling.
IEEE Trans. Evol. Comput.
Arash Heidari, Jixiang Qing, Sebastian Rojas-Gonzalez, Juergen Branke, Tom Dhaene, Ivo Couckuyt
2025 J jnl
Leveraging explainable artificial intelligence for transparent and trustworthy cancer detection systems.
Artif. Intell. Medicine
Shiva Toumaj, Arash Heidari, Nima Jafari Navimipour
2025 J jnl
Neurodegenerative disorders: A Holistic study of the explainable artificial intelligence applications.
Eng. Appl. Artif. Intell.
Hongyuan Wang, Shiva Toumaj, Arash Heidari, Alireza Souri, Nima Jafari, Yiping Jiang
2025 J jnl
Securing and optimizing IoT offloading with blockchain and deep reinforcement learning in multi-user environments.
Wirel. Networks
Arash Heidari, Nima Jafari Navimipour, Mohammad Ali Jabraeil Jamali, Shahin Akbarpour
2025 — conf
Targeting Evaluation, Computation and Interaction Costs in Expensive Black-Box Multi-Objective Optimization.
GECCO Companion
Arash Heidari, Sebastian Rojas-Gonzalez, Ivo Couckuyt
2025 J jnl
Towards Trustworthy Surrogate Models for Augmenting Certification: Fuel Tank Flammability Reduction System.
J. Aerosp. Inf. Syst.
Arash Heidari, Lorin Werthen-Brabants, Sebastian Rojas-Gonzalez, Ivo Couckuyt, Can Onur, Pieter van Gils, Ivana Jojic
2024 J jnl
A GSO-based multi-objective technique for performance optimization of blockchain-based industrial Internet of things.
Int. J. Commun. Syst.
Kouros Zanbouri, Mehdi Darbandi, Mohammad Nassr, Arash Heidari, Nima Jafari Navimipour, Senay Yalçin
2024 J jnl
A Novel Blockchain-Based Deepfake Detection Method Using Federated and Deep Learning Models.
Cogn. Comput.
Arash Heidari, Nima Jafari Navimipour, Hasan Dag, Samira Talebi, Mehmet Unal
2024 J jnl
A new service composition method in the cloud-based Internet of things environment using a grey wolf optimization algorithm and MapReduce framework.
Concurr. Comput. Pract. Exp.
Asrin Vakili, Hamza Mohammed Ridha Al-Khafaji, Mehdi Darbandi, Arash Heidari, Nima Jafari Navimipour, Mehmet Unal
2024 J jnl
A reliable method for data aggregation on the industrial internet of things using a hybrid optimization algorithm and density correlation degree.
Clust. Comput.
Arash Heidari, Houshang Shishehlou, Mehdi Darbandi, Nima Jafari Navimipour, Senay Yalçin
2024 J jnl
Adventures in data analysis: a systematic review of Deep Learning techniques for pattern recognition in cyber-physical-social systems.
Multim. Tools Appl.
Zahra Amiri, Arash Heidari, Nima Jafari Navimipour, Mehmet Unal, Ali Mousavi
2024 J jnl
Assessment of reliability and availability of wireless sensor networks in industrial applications by considering permanent faults.
Concurr. Comput. Pract. Exp.
Arash Heidari, Zahra Amiri, Mohammad Ali Jabraeil Jamali, Nima Jafari
2024 J jnl
Botnets Unveiled: A Comprehensive Survey on Evolving Threats and Defense Strategies.
Trans. Emerg. Telecommun. Technol.
Mehdi Asadi, Mohammad Ali Jabraeil Jamali, Arash Heidari, Nima Jafari Navimipour
2024 J jnl
Data-Efficient Interactive Multi-Objective Optimization Using ParEGO.
CoRR
Arash Heidari, Sebastian Rojas-Gonzalez, Tom Dhaene, Ivo Couckuyt
2024 J jnl
Deep study on autonomous learning techniques for complex pattern recognition in interconnected information systems.
Comput. Sci. Rev.
Zahra Amiri, Arash Heidari, Nima Jafari, Mehdi Hosseinzadeh
2024 J jnl
Deepfake detection using deep learning methods: A systematic and comprehensive review.
WIREs Data. Mining. Knowl. Discov.
Arash Heidari, Nima Jafari Navimipour, Hasan Dag, Mehmet Unal
2024 J jnl
Everything you wanted to know about ChatGPT: Components, capabilities, applications, and opportunities.
Internet Technol. Lett.
Arash Heidari, Nima Jafari Navimipour, Sherali Zeadally, Vinay Chamola
2024 J jnl
Implementation of a Product-Recommender System in an IoT-Based Smart Shopping Using Fuzzy Logic and Apriori Algorithm.
IEEE Trans. Engineering Management
Shu-Rong Yan, Sina Pirooznia, Arash Heidari, Nima Jafari Navimipour, Mehmet Unal
2024 — conf
Lower Confidence Bound for Preference Selection in Interactive Multi-Objective Optimization.
GECCO Companion
Arash Heidari, Sebastian Rojas-Gonzalez, Tom Dhaene, Ivo Couckuyt
2024 J jnl
Opportunities and challenges of artificial intelligence and distributed systems to improve the quality of healthcare service.
Artif. Intell. Medicine
Sarina Aminizadeh, Arash Heidari, Mahshid Dehghan, Shiva Toumaj, Mahsa Rezaei, Nima Jafari Navimipour, Fabio Stroppa, Mehmet Unal
2024 J jnl
The applications of nature-inspired algorithms in Internet of Things-based healthcare service: A systematic literature review.
Trans. Emerg. Telecommun. Technol.
Zahra Amiri, Arash Heidari, Mohammad Zavvar, Nima Jafari Navimipour, Mansour Esmaeilpour
2024 J jnl
The deep learning applications in IoT-based bio- and medical informatics: a systematic literature review.
Neural Comput. Appl.
Zahra Amiri, Arash Heidari, Nima Jafari Navimipour, Mansour Esmaeilpour, Yalda Yazdani
2023 J jnl
A QoS-Aware Technique for Computation Offloading in IoT-Edge Platforms Using a Convolutional Neural Network and Markov Decision Process.
IT Prof.
Arash Heidari, Mohammad Ali Jabraeil Jamali, Nima Jafari Navimipour, Shahin Akbarpour
2023 J jnl
A Secure Intrusion Detection Platform Using Blockchain and Radial Basis Function Neural Networks for Internet of Drones.
IEEE Internet Things J.
Arash Heidari, Nima Jafari Navimipour, Mehmet Unal
2023 J jnl
A green, secure, and deep intelligent method for dynamic IoT-edge-cloud offloading scenarios.
Sustain. Comput. Informatics Syst.
Arash Heidari, Nima Jafari Navimipour, Mohammad Ali Jabraeil Jamali, Shahin Akbarpour
2023 J jnl
A hybrid approach for latency and battery lifetime optimization in IoT devices through offloading and CNN learning.
Sustain. Comput. Informatics Syst.
Arash Heidari, Nima Jafari Navimipour, Mohammad Ali Jabraeil Jamali, Shahin Akbarpour
2023 J jnl
A new lung cancer detection method based on the chest CT images using Federated Learning and blockchain systems.
Artif. Intell. Medicine
Arash Heidari, Danial Javaheri, Shiva Toumaj, Nima Jafari Navimipour, Mahsa Rezaei, Mehmet Unal
2023 J jnl
An Efficient Design of Multiplier for Using in Nano-Scale IoT Systems Using Atomic Silicon.
IEEE Internet Things J.
Seyed-Sajad Ahmadpour, Arash Heidari, Nima Jafari Navimipour, Mohammad-Ali Asadi, Senay Yalçin
2023 — conf
Data-Efficient Interactive Multi-objective Optimization Using ParEGO.
PKDD/ECML Workshops (3)
Arash Heidari, Sebastian Rojas-Gonzalez, Tom Dhaene, Ivo Couckuyt
2023 J jnl
Internet of Things intrusion detection systems: a comprehensive review and future directions.
Clust. Comput.
Arash Heidari, Mohammad Ali Jabraeil Jamali
2023 J jnl
Machine Learning Applications in Internet-of-Drones: Systematic Review, Recent Deployments, and Open Issues.
ACM Comput. Surv.
Arash Heidari, Nima Jafari Navimipour, Mehmet Unal, Guodao Zhang
2023 J jnl
Resilient and dependability management in distributed environments: a systematic and comprehensive literature review.
Clust. Comput.
Zahra Amiri, Arash Heidari, Nima Jafari Navimipour, Mehmet Unal
2023 J jnl
The applications of machine learning techniques in medical data processing based on distributed computing and the Internet of Things.
Comput. Methods Programs Biomed.
Sarina Aminizadeh, Arash Heidari, Shiva Toumaj, Mehdi Darbandi, Nima Jafari Navimipour, Mahsa Rezaei, Samira Talebi, Poupak Azad, Mehmet Unal
2022 J jnl
A privacy-aware method for COVID-19 detection in chest CT images using lightweight deep conventional neural network and blockchain.
Comput. Biol. Medicine
Arash Heidari, Shiva Toumaj, Nima Jafari Navimipour, Mehmet Unal
2022 — conf
Finding Knees in Bayesian Multi-objective Optimization.
PPSN (1)
Arash Heidari, Jixiang Qing, Sebastian Rojas-Gonzalez, Jürgen Branke, Tom Dhaene, Ivo Couckuyt
2022 J jnl
Machine learning applications for COVID-19 outbreak management.
Neural Comput. Appl.
Arash Heidari, Nima Jafari Navimipour, Mehmet Unal, Shiva Toumaj
2022 J jnl
Service discovery mechanisms in cloud computing: a comprehensive and systematic literature review.
Kybernetes
Arash Heidari, Nima Jafari Navimipour
2022 J jnl
The COVID-19 epidemic analysis and diagnosis using deep learning: A systematic literature review and future directions.
Comput. Biol. Medicine
Arash Heidari, Nima Jafari Navimipour, Mehmet Unal, Shiva Toumaj
2021 J jnl
A new SLA-aware method for discovering the cloud services using an improved nature-inspired optimization algorithm.
PeerJ Comput. Sci.
Arash Heidari, Nima Jafari Navimipour
2020 J jnl
Internet of Things offloading: Ongoing issues, opportunities, and future challenges.
Int. J. Commun. Syst.
Arash Heidari, Mohammad Ali Jabraeil Jamali, Nima Jafari Navimipour, Shahin Akbarpour
2020 — book
Towards the Internet of Things - Architectures, Security, and Applications
Mohammad Ali Jabraeil Jamali, Bahareh Bahrami, Arash Heidari, Parisa Allahverdizadeh, Farhad Norouzi