Houshyar Asadi - Publications, H-index & Citations

Houshyar Asadi

Deakin University

36H指数

179论文数

3.2K被引数

收录论文 45

发表时间

Evolving transformers with reinforcement learning-enhanced grey wolf optimisation for remote sensing image segmentation 基于强化学习增强的灰狼优化算法进化Transformer的遥感图像分割

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

Predicting Cybersickness in Virtual Reality from Head–Torso Kinematics Using a Hybrid Convolutional–Recurrent Network Model 基于头-躯干运动学，利用混合卷积-循环网络模型预测虚拟现实中的网络眩晕

Computers

IF4.2

2026-03-21

OAAI

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

Classification of Drowsiness and Alertness States Using EEG Signals to Enhance Road Safety: A Comparative Analysis of Machine Learning Algorithms and Ensemble Techniques 基于EEG信号对瞌睡和警觉状态进行分类以提升道路安全：机器学习算法与集成技术的比较分析

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

Optimising the power regeneration and chemical oxygen demand removal in microbial fuel cell systems using integrated soft computing methods and multiple-objective optimisation 采用集成软计算方法和多目标优化技术优化微生物燃料电池系统中的功率再生与化学需氧量去除

Renewable Energy

IF9.1

2025-08-09

OAAI

Mohammad Reza Chalak Qazani; Mostafa Ghasemi; Houshyar Asadi

Audio-Visual Emotion Classification Using Reinforcement Learning-Enhanced Particle Swarm Optimisation 基于强化学习增强的粒子群优化算法的视听情感分类

IEEE Transactions on Affective Computing

IF9.8

2025-07-21

PREAI

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

SMOTE-ENN resampling technique with Bayesian optimization for multi-class classification of dry bean varieties SMOTE-ENN重采样技术与贝叶斯优化在干豆品种多类分类中的应用

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

NeuroSafeDrive: An Intelligent System Using fNIRS for Driver Distraction Recognition NeuroSafeDrive：一种基于fNIRS用于驾驶员分心识别的智能系统

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

Cluster search optimisation of deep neural networks for audio emotion classification 音频情感分类的深度神经网络聚类搜索优化

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

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

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

Artificial intelligence in assessing cardiovascular diseases and risk factors via retinal fundus images: A review of the last decade 通过视网膜眼底图像评估心血管疾病和危险因素的人工智能: 过去十年的回顾

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

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

Application of artificial intelligence in cognitive load analysis using functional near-infrared spectroscopy: A systematic review 人工智能在功能近红外光谱认知负荷分析中的应用: 系统综述

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

A Deep Reinforcement Learning Based Motion Cueing Algorithm for Vehicle Driving Simulation 基于深度强化学习的车辆驾驶仿真运动提示算法

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

IF7.1

2024-07-01

PREAI

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

Multiobjective Optimization of Roll-Forming Procedure Using NSGA-II and Type-2 Fuzzy Neural Network 基于nsga-ii和Type-2模糊神经网络的辊轧成形多目标优化

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

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

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

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

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

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.

研究方向