Houshyar Asadi - Publications, H-index & Citations

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Houshyar Asadi

Deakin University

36H-index

179Paper Count

3.2KCitation Count

Published Papers 45

Publication Date

Evolving transformers with reinforcement learning-enhanced grey wolf optimisation for remote sensing image segmentation

ISPRS Journal of Photogrammetry and Remote Sensing

IF12.2

2026-09-22

OAAI

Vivian Sedov; Li Zhang; Chee Peng Lim; Houshyar Asadi; Haoqian Huang; Yonghong Yu; Dezong Zhao; Rong Gao

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Predicting Cybersickness in Virtual Reality from Head–Torso Kinematics Using a Hybrid Convolutional–Recurrent Network Model

Computers

IF4.2

2026-03-21

OAAI

Ala Hag; Houshyar Asadi; Mohammad Reza Chalak Qazani; Thuong Hoang; Ambarish Kulkarni; Stefan Greuter; Saeid Nahavandi

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Classification of Drowsiness and Alertness States Using EEG Signals to Enhance Road Safety: A Comparative Analysis of Machine Learning Algorithms and Ensemble Techniques

Computers 2025, Vol. 14, Page 509

IF4.2

2025-11-24

OAAI

Masoud Sistaninezhad; Saman Rajebi; Siamak Pedrammehr; Arian Shajari; Hussain Mohammed Dipu Kabir; Thuong Hoang; Stefan Greuter; Houshyar Asadi

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Optimising the power regeneration and chemical oxygen demand removal in microbial fuel cell systems using integrated soft computing methods and multiple-objective optimisation

Renewable Energy

IF9.1

2025-08-09

OAAI

Mohammad Reza Chalak Qazani; Mostafa Ghasemi; Houshyar Asadi

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Audio-Visual Emotion Classification Using Reinforcement Learning-Enhanced Particle Swarm Optimisation

IEEE Transactions on Affective Computing

IF9.8

2025-07-21

PREAI

Karolis Kondrotas; Li Zhang; Chee Peng Lim; Houshyar Asadi; Yonghong Yu

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SMOTE-ENN resampling technique with Bayesian optimization for multi-class classification of dry bean varieties

Applied Soft Computing

IF6.6

2025-06-18

PREAI

Arnab Mukherjee; Mohammad Reza Chalak Qazani; B.M. Jewel Rana; Shahina Akter; Amirhossein Mohajerzadeh; Nusrat Jahan Sathi; Lasker Ershad Ali; Md. Salauddin Khan; Houshyar Asadi

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NeuroSafeDrive: An Intelligent System Using fNIRS for Driver Distraction Recognition

SENSORS

IF3.5

2025-05-08

OAAI

Bargshady, Ghazal; Ustun, Hakki Gokalp; Baradaran, Yasaman; Asadi, Houshyar; Deo, Ravinesh C.; Van Boxtel, Jeroen; Rojas, Raul Fernandez

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Cluster search optimisation of deep neural networks for audio emotion classification

KNOWLEDGE-BASED SYSTEMS

IF7.6

2025-04-01

PREAI

Slade, Sam; Zhang, Li; Asadi, Houshyar; Lim, Chee Peng; Yu, Yonghong; Zhao, Dezong; Panesar, Arjun; Wu, Philip Fei; Gao, Rong

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Neural Inference Search for Multiloss Segmentation Models

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-11-01

OAAI

Slade, Sam; Zhang, Li; Huang, Haoqian; Asadi, Houshyar; Lim, Chee Peng; Yu, Yonghong; Zhao, Dezong; Lin, Hanhe; Gao, Rong

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Multiple objectives optimization of injection-moulding process for dashboard using soft computing and particle swarm optimization

SCIENTIFIC REPORTS

IF3.9

2024-10-10

OAAI

Moayyedian, Mehdi; Qazani, Mohammad Reza Chalak; Amirkhizi, Parisa Jourabchi; Asadi, Houshyar; Hedayati-Dezfooli, Mohsen

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Artificial intelligence in assessing cardiovascular diseases and risk factors via retinal fundus images: A review of the last decade

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

IF11.7

2024-10-09

OAAI

Abdollahi, Mirsaeed; Jafarizadeh, Ali; Ghafouri-Asbagh, Amirhosein; Sobhi, Navid; Pourmoghtader, Keysan; Pedrammehr, Siamak; Asadi, Houshyar; Tan, Ru-San; Alizadehsani, Roohallah; Acharya, U. Rajendra

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Optimizing microbial fuel cells with multiple-objectives PSO and type-2 fuzzy neural networks

FUEL

IF7.5

2024-09-01

OAAI

Qazani, Mohammad Reza Chalak; Ghasemi, Mostafa; Asadi, Houshyar

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Application of artificial intelligence in cognitive load analysis using functional near-infrared spectroscopy: A systematic review

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-09-01

OAAI

Khan, Mehshan Ahmed; Asadi, Houshyar; Zhang, Li; Qazani, Mohammad Reza Chalak; Oladazimi, Sam; Loo, Chu Kiong; Lim, Chee Peng; Nahavandi, Saeid

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A Deep Reinforcement Learning Based Motion Cueing Algorithm for Vehicle Driving Simulation

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

IF7.1

2024-07-01

PREAI

Scheidel, Hendrik; Asadi, Houshyar; Bellmann, Tobias; Seefried, Andreas; Mohamed, Shady; Nahavandi, Saeid

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Multiobjective Optimization of Roll-Forming Procedure Using NSGA-II and Type-2 Fuzzy Neural Network

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2024-07-01

PREAI

Qazani, Mohammad Reza Chalak; Bidabadi, Behrooz Shirani; Asadi, Houshyar; Nahavandi, Saeid; Bidabadi, Farnoosh Shirani

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A Neural Network-Based Motion Cueing Algorithm Using the Classical Washout Filter for Comprehensive Driving Scenarios

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2024-06-01

PREAI

Qazani, Mohammad Reza Chalak; Asadi, Houshyar; Zakarya, Muhammad; Lim, Chee Peng; Liew, Alan Wee-Chung; Karkoub, Mansour; Nahavandi, Saeid

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Video Deepfake classification using particle swarm optimization-based evolving ensemble models

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-04-01

OAAI

Zhang, Li; Zhao, Dezong; Lim, Chee Peng; Asadi, Houshyar; Huang, Haoqian; Yu, Yonghong; Gao, Rong

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Investigating the influence of neck muscle vibration on illusory self-motion in virtual reality

VIRTUAL REALITY

IF5

2024-03-15

OAAI

Kooijman, Lars; Asadi, Houshyar; Arango, Camilo Gonzalez; Mohamed, Shady; Nahavandi, Saeid

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Significance of Physiological Signal Thresholds in the Early Diagnosis of Simulator Sickness

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Rahimzadeh, Ghazal; Plawiak, Pawel; Mohamed, Shady; Lacy, Kathleen; Nahavandi, Darius; Tadeusiewicz, Ryszard; Asadi, Houshyar

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Specific Heat Capacity Extraction of Soybean Oil/MXene Nanofluids Using Optimized Long Short-Term Memory

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Qazani, Mohammad Reza Chalak; Aslfattahi, Navid; Kulish, Vladimir; Asadi, Houshyar; Schmirler, Michal; Zakarya, Muhammad; Alizadehsani, Roohallah; Haleem, Muhammad; Kadirgama, K.

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Research Directions