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Hamid Khayyam

Royal Melbourne Institute of Technology (RMIT University)

124 La Trobe Street

Melbourne, 3000

Australia

  • Royal Melbourne Institute of Technology (RMIT University)

SCHOLARLY PAPERS

5

DOWNLOADS

284

TOTAL CITATIONS

7

Scholarly Papers (5)

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1.

Vital Node Identification in Complex Networks Using a Machine Learning-Based Approach

Number of pages: 20 Posted: 08 Mar 2022
Ahmad Asgharian Rezaei, Justin Munoz, Mahdi Jalili and Hamid Khayyam
Royal Melbourne Institute of Technology (RMIT University), Royal Melbourne Institute of Technology (RMIT University), Royal Melbourne Institute of Technology (RMIT University) and Royal Melbourne Institute of Technology (RMIT University)
Downloads 81 (796,622)
Citation 3

Abstract:

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Influential Node RankingComplex NetworksMachine LearningVital Node IdentificationSupport Vector MachinesInfluence MaximizationEpidemic Analysis

2.

Real-Time Self-Adaptive Q-Learning Controller for Energy Management of Conventional Autonomous Vehicles

Number of pages: 29 Posted: 10 Jun 2022
Mojgan Fayyazi, Monireh Abdoos, Duong Phan, Mohsen Golafrouz, Mahdi Jalili, Reza N. Jazara, Reza Langari and Hamid Khayyam
Royal Melbourne Institute of Technology (RMIT University), Shahid Beheshti University, affiliation not provided to SSRN, Royal Melbourne Institute of Technology (RMIT University), Royal Melbourne Institute of Technology (RMIT University), Royal Melbourne Institute of Technology (RMIT University), Texas A&M University and Royal Melbourne Institute of Technology (RMIT University)
Downloads 71 (875,328)
Citation 3

Abstract:

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Autonomous vehicle, Artificial intelligent, Intelligent energy management, Control strategy, Reinforcement learning controller

3.

Critical Node Identification in Directed-Attributed Graphs Using Spatial Graph Convolutional Networks to Incorporate Aggregated Source Embedding and Random Forest

Number of pages: 24 Posted: 07 Aug 2023
Ahmad Asghariyan Rezayi, Mahdi Jalili and Hamid Khayyam
Royal Melbourne Institute of Technology (RMIT University), Royal Melbourne Institute of Technology (RMIT University) and Royal Melbourne Institute of Technology (RMIT University)
Downloads 61 (951,658)
Citation 1

Abstract:

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Complex Networks, Influence maximization, Graph Convolutional NetworksConvolutional Neural Networks, Machine Learning

4.

Machine Learning-Based Distraction Detection: A Systematic Review of Data, Algorithms, and Challenges

Number of pages: 26 Posted: 11 May 2026
Mojtaba Mohammadi, Houshyar Asadi, Mohammadreza Chalak Qazani, Lei Wei, Zoran Najdovski, Hamid Khayyam and Chee Peng Lim
Deakin University, Deakin University, James Cook University - College of Science and Engineering, Deakin University, Deakin University, Royal Melbourne Institute of Technology (RMIT University) and Swinburne University of Technology
Downloads 36 (1,491,251)

Abstract:

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Driver Distraction Detection, Machine learning, Data modality, Safety, Systematic Review, Driver monitoring systems

5.

Influential Node Ranking in Complex Information Networks Using A Randomized Dynamics-Sensitive Approach

Number of pages: 18 Posted: 01 Sep 2022
Ahmad Asgharian Rezaei, Justin Munoz, Mahdi Jalili and Hamid Khayyam
Royal Melbourne Institute of Technology (RMIT University), Royal Melbourne Institute of Technology (RMIT University), Royal Melbourne Institute of Technology (RMIT University) and Royal Melbourne Institute of Technology (RMIT University)
Downloads 35 (1,249,711)

Abstract:

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Influential Node Ranking, Complex Networks, Vital Node Identification, Influence Maximization, Randomized Sampling, Epidemic Analysis