Arash Heidari - Publications, H-index & Citations

Arash Heidari

School of Electrical and Computer Engineering

38H指数

78论文数

4.5K被引数

收录论文 34

发表时间

Explainable edge–cloud federated intrusion detection system for electric vehicles using GRUs, DRL selection, and integrated gradients 基于GRUs、DRL选择和集成梯度的可解释边缘-云联邦入侵检测系统用于电动汽车

Journal of Big Data

IF6.4

2026-08-12

OAAI

Arash Heidari; Seyed Hamed Rastegar; Ahmad Khonsari

Unsupervised anomaly detection in internet of vehicles via spectral-residual preprocessing and adversarial variational autoencoding 通过频谱-残差预处理和对抗变分自编码器实现车联网中的无监督异常检测

Computers and Electrical Engineering

IF4.9

2026-05-23

PREAI

Arash Heidari; Mohammed Ababneh; Roberto Passerone; Jamal N. Al-Karaki; Ahmad Khonsari; Seyed Hamed Rastegar; Muhammad Baqer Mollah; Kyu In Lee

Temporal-Convolutional Adversarial Autoencoding With Channel-Wise Attention for Intrusion Detection in the Internet of Vehicles 基于通道注意力机制的时序卷积对抗自编码器在车联网入侵检测中的应用

IEEE Internet of Things Journal

IF8.9

2026-03-23

PREAI

Arash Heidari; Abdulnasir Hossen; Rami Al-Hmouz; Majdi Mansouri

FedIoV: A Secure and Adaptive Federated Framework for Real-Time Intrusion Detection in Vehicular Networks FedIoV：一种用于车联网实时入侵检测的安全且自适应的联邦框架

Future Generation Computer Systems

IF0

2026-02-23

PREAI

Arash Heidari; Seyed Hamed Rastegar; Ahmad Khonsari

A Unified Graph Neural Network-Based Approach for Few-Shot Learning with Task Nodes and DiffPool Abstraction 基于图神经网络、任务节点和DiffPool抽象的统一少样本学习方法

Neurocomputing

IF6.5

2026-02-10

PREAI

Poupak Azad; Arash Heidari; Cuneyt Gurcan Akcora; Ahmad Khonsari; Seyed Hamed Rastegar

An energy-efficient privacy-preserving framework for intrusion detection in the internet of vehicles 一种适用于车辆物联网入侵检测的节能隐私保护框架

Computers and Electrical Engineering

IF4.9

2026-02-02

PREAI

Arash Heidari; Ahmad Khonsari; Seyed Hamed Rastegar

A new design of arithmetic and logic unit for enhancing the security of future internet of things devices using quantum-dot technology 基于量子点技术的新型算术逻辑单元设计，用于提升未来物联网设备的安全性

Engineering Applications of Artificial Intelligence

IF8

2025-09-20

PREAI

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

A new era in colorectal cancer: Artificial Intelligence at the forefront 结直肠癌领域的新纪元：人工智能引领前沿

Computers in Biology and Medicine

IF6.3

2025-08-15

PREAI

Aram Farhoudian; Arash Heidari; Reza Shahhosseini

Leveraging explainable artificial intelligence for transparent and trustworthy cancer detection systems 利用可解释人工智能构建透明且值得信赖的癌症检测系统

Artificial Intelligence in Medicine

IF6.2

2025-08-14

PREAI

Shiva Toumaj; Arash Heidari; Nima Jafari Navimipour

Neurodegenerative disorders: A Holistic study of the explainable artificial intelligence applications 神经退行性疾病: 可解释的人工智能应用的整体研究

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

IF8

2025-05-14

OAAI

Wang, Hongyuan; Toumaj, Shiva; Heidari, Arash; Souri, Alireza; Jafari, Nima; Jiang, Yiping

Unmanned aerial vehicle routing based on frog-leaping optimization algorithm 基于蛙跳优化算法的无人机航迹

SCIENTIFIC REPORTS

IF3.9

2025-04-02

OAAI

Maleki, Farhad; Jamali, Mohammad Ali Jabraeil; Heidari, Arash

Deep study on autonomous learning techniques for complex pattern recognition in interconnected information systems 互联信息系统中复杂模式识别的自主学习技术深度研究

COMPUTER SCIENCE REVIEW

IF12.7

2024-11-01

PREAI

Amiri, Zahra; Heidari, Arash; Jafari, Nima; Hosseinzadeh, Mehdi

Comprehensive survey of artificial intelligence techniques and strategies for climate change mitigation 人工智能技术和减缓气候变化战略的综合调查

ENERGY

IF9.4

2024-11-01

PREAI

Amiri, Zahra; Heidari, Arash; Navimipour, Nima Jafari

A reliable method for data aggregation on the industrial internet of things using a hybrid optimization algorithm and density correlation degree 基于混合优化算法和密度关联度的工业物联网可靠数据聚合方法

CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS

IF4.1

2024-03-26

OAAI

Heidari, Arash; Shishehlou, Houshang; Darbandi, Mehdi; Navimipour, Nima Jafari; Yalcin, Senay

Opportunities and challenges of artificial intelligence and distributed systems to improve the quality of healthcare service 人工智能和分布式系统提高医疗服务质量的机遇与挑战

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2024-03-01

PREAI

Aminizadeh, Sarina; Heidari, Arash; Dehghan, Mahshid; Toumaj, Shiva; Rezaei, Mahsa; Navimipour, Nima Jafari; Stroppa, Fabio; Unal, Mehmet

A Novel Blockchain-Based Deepfake Detection Method Using Federated and Deep Learning Models 基于联合和深度学习模型的基于区块链的Deepfake检测方法

COGNITIVE COMPUTATION

IF4.3

2024-01-26

OAAI

Heidari, Arash; Navimipour, Nima Jafari; Dag, Hasan; Talebi, Samira; Unal, Mehmet

Deepfake detection using deep learning methods: A systematic and comprehensive review 使用深度学习方法的Deepfake检测: 系统和全面的综述

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

IF11.7

2023-11-20

OAAI

Heidari, Arash; Navimipour, Nima Jafari; Dag, Hasan; Unal, Mehmet

The applications of machine learning techniques in medical data processing based on distributed computing and the Internet of Things 基于分布式计算和物联网的机器学习技术在医学数据处理中的应用

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2023-11-01

PREAI

Aminizadeh, Sarina; Heidari, Arash; Toumaj, Shiva; Darbandi, Mehdi; Navimipour, Nima Jafari; Rezaei, Mahsa; Talebi, Samira; Azad, Poupak; Unal, Mehmet

A hybrid approach for latency and battery lifetime optimization in IoT devices through offloading and CNN learning 通过卸载和CNN学习在IoT设备中优化延迟和电池寿命的混合方法

SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS

IF5.7

2023-09-01

PREAI

Heidari, Arash; Navimipour, Nima Jafari; Jamali, Mohammad Ali Jabraeil; Akbarpour, Shahin

The Personal Health Applications of Machine Learning Techniques in the Internet of Behaviors 机器学习技术在行为互联网中的个人健康应用

SUSTAINABILITY

IF3.3

2023-08-15

OAAI

Amiri, Zahra; Heidari, Arash; Darbandi, Mehdi; Yazdani, Yalda; Jafari Navimipour, Nima; Esmaeilpour, Mansour; Sheykhi, Farshid; Unal, Mehmet

研究方向