Alireza Daneshkhah

34 papers C 2Journal 29Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Leveraging physics-informed neural networks for efficient modelling of coastal ecosystems dynamics: A case study of Sundarbans mangrove forest. Ecol. Informatics Majdi Fanous, Jonathan M. Eden, Juntao Yang, Simon See, Vasile Palade, Alireza Daneshkhah
2024	J	`jnl`	A novel algorithm for classification using a low rank approximation of kernel-based support vector machines with applications. Commun. Stat. Simul. Comput. Omid Chatrabgoun, Mohsen Esmaeilbeigi, Alireza Daneshkhah, Ahmad Kamandi, N. Salimi
2024	J	`jnl`	Forecasting global climate drivers using Gaussian processes and convolutional autoencoders. Eng. Appl. Artif. Intell. James Donnelly, Alireza Daneshkhah, Soroush Abolfathi
2024	J	`jnl`	LightPRA: A Lightweight Temporal Convolutional Network for Automatic Physical Rehabilitation Exercise Assessment. Comput. Biol. Medicine Sara Sardari, Sara Sharifzadeh, Alireza Daneshkhah, Seng W. Loke, Vasile Palade, Michael Duncan, Bahareh Nakisa
2023	J	`jnl`	Artificial Intelligence for skeleton-based physical rehabilitation action evaluation: A systematic review. Comput. Biol. Medicine Sara Sardari, Sara Sharifzadeh, Alireza Daneshkhah, Bahareh Nakisa, Seng W. Loke, Vasile Palade, Michael Duncan
2023	J	`jnl`	Challenges and prospects of climate change impact assessment on mangrove environments through mathematical models. Environ. Model. Softw. Majdi Fanous, Jonathan M. Eden, Renji Remesan, Alireza Daneshkhah
2023	J	`jnl`	Deep Learning Techniques for Radar-Based Continuous Human Activity Recognition. Mach. Learn. Knowl. Extr. Ruchita Mehta, Sara Sharifzadeh, Vasile Palade, Bo Tan, Alireza Daneshkhah, Yordanka Karayaneva
2023	J	`jnl`	On the impact of prior distributions on efficiency of sparse Gaussian process regression. Eng. Comput. Mohsen Esmaeilbeigi, Omid Chatrabgoun, Alireza Daneshkhah, Maryam Shafa
2022	J	`jnl`	Assessing Risks in Dairy Supply Chain Systems: A System Dynamics Approach. Syst. Maryam Azizsafaei, Amin Hosseinian Far, Rasoul Khandan, Dilshad Sarwar, Alireza Daneshkhah
2022	J	`jnl`	Detection of sleep apnea using Machine learning algorithms based on ECG Signals: A comprehensive systematic review. Expert Syst. Appl. Nader Salari, Amin Hosseinian Far, Masoud Mohammadi, Hooman Ghasemi, Habibolah Khazaie, Alireza Daneshkhah, Arash Ahmadi
2022	J	`jnl`	Exploring dynamical properties of a Type 1 diabetes model using sensitivity approaches. Math. Comput. Simul. Hannah Al Ali, Alireza Daneshkhah, Abdesslam Boutayeb, Noble Jahalamajaha Malunguza, Zindoga Mukandavire
2022	J	`jnl`	Improving the Pedestrian Detection Performance in the Absence of Rich Training Datasets: A UK Case Study. Adv. Artif. Intell. Mach. Learn. Juliana Negrini de Araujo, Vasile Palade, Tabassom Sedighi, Alireza Daneshkhah
2022	J	`jnl`	Predicting Primary Sequence-Based Protein-Protein Interactions Using a Mercer Series Representation of Nonlinear Support Vector Machine. IEEE Access Omid Chatrabgoun, Alireza Daneshkhah, Mohsen Esmaeilbeigi, Nader Sohrabi Safa, Ali Hamdan Alenezi, Arafatur Rahman
2022	J	`jnl`	Topic modelling in precision medicine with its applications in personalized diabetes management. Expert Syst. J. Knowl. Eng. Chong Ni Ki, Amin Hosseinian Far, Alireza Daneshkhah, Nader Salari
2021	J	`jnl`	Network and hypervisor-based attacks in cloud computing environments. Int. J. Electron. Secur. Digit. Forensics Reza Montasari, Stuart Macdonald, Amin Hosseinian Far, Fiona Carroll, Alireza Daneshkhah
2021	C	`conf`	Using Generative Adversarial Networks and Non-Roadside Video Data to Generate Pedestrian Crossing Scenarios. ICMLA James Spooner, Vasile Palade, Alireza Daneshkhah, Stratis Kanarachos
2020	—	`conf`	Classification of a Pedestrian's Behaviour Using Dual Deep Neural Networks. SAI (3) James Spooner, Madeline Cheah, Vasile Palade, Stratis Kanarachos, Alireza Daneshkhah
2020	J	`jnl`	Constructing gene regulatory networks from microarray data using non-Gaussian pair-copula Bayesian networks. J. Bioinform. Comput. Biol. Omid Chatrabgoun, Amin Hosseinian Far, Alireza Daneshkhah
2020	J	`jnl`	Digital Forensics: Challenges and Opportunities for Future Studies. Int. J. Organ. Collect. Intell. Reza Montasari, Richard Hill, Simon Parkinson, Pekka Peltola, Amin Hosseinian Far, Alireza Daneshkhah
2020	J	`jnl`	Hardware-based cyber threats: attack vectors and defence techniques. Int. J. Electron. Secur. Digit. Forensics Reza Montasari, Richard Hill, Simon Parkinson, Alireza Daneshkhah, Amin Hosseinian Far
2020	J	`jnl`	Uncertainty Quantification of Darcy Flow through Porous Media using Deep Gaussian Process. CoRR Alireza Daneshkhah, Omid Chatrabgoun, Mohsen Esmaeilbeigi, Tabassom Sedighi, S. Abolfathi
2019	C	`conf`	Generation of Pedestrian Pose Structures using Generative Adversarial Networks. ICMLA James Spooner, Madeline Cheah, Vasile Palade, Stratis Kanarachos, Alireza Daneshkhah
2019	J	`jnl`	Optimizing minimum information pair-copula using genetic algorithm to select optimal basis functions. Commun. Stat. Simul. Comput. Omid Chatrabgoun, Alireza Daneshkhah, Mohsen Esmaeilbeigi
2019	—	`conf`	Performance Boundary Identification for the Evaluation of Automated Vehicles using Gaussian Process Classification. ITSC Felix Batsch, Alireza Daneshkhah, Madeline Cheah, Stratis Kanarachos, Anthony Baxendale
2019	J	`jnl`	Performance Boundary Identification for the Evaluation of Automated Vehicles using Gaussian Process Classification. CoRR Felix Batsch, Alireza Daneshkhah, Madeline Cheah, Stratis Kanarachos, Anthony Baxendale
2018	J	`jnl`	Approximating non-Gaussian Bayesian networks using minimum information vine model with applications in financial modelling. J. Comput. Sci. Omid Chatrabgoun, Amin Hosseinian Far, Victor Chang, Nigel G. Stocks, Alireza Daneshkhah
2018	J	`jnl`	Probabilistic Modeling of Financial Uncertainties. Int. J. Organ. Collect. Intell. Alireza Daneshkhah, Amin Hosseinian Far, Omid Chatrabgoun, Tabassom Sedighi, Maryam Farsi
2017	J	`jnl`	Probabilistic sensitivity analysis of optimised preventive maintenance strategies for deteriorating infrastructure assets. Reliab. Eng. Syst. Saf. Alireza Daneshkhah, Nigel G. Stocks, Paul Jeffrey
2016	J	`jnl`	Approximation Multivariate Distribution with Pair Copula Using the Orthonormal Polynomial and Legendre Multiwavelets Basis Functions. Commun. Stat. Simul. Comput. Alireza Daneshkhah, G. Parham, Omid Chatrabgoun, M. Jokar
2014	J	`jnl`	Assessing parameter uncertainty on coupled models using minimum information methods. Reliab. Eng. Syst. Saf. Tim Bedford, Kevin J. Wilson, Alireza Daneshkhah
2013	J	`jnl`	Probabilistic sensitivity analysis of system availability using Gaussian processes. Reliab. Eng. Syst. Saf. Alireza Daneshkhah, Tim Bedford
2013	J	`jnl`	Robustness of maintenance decisions: Uncertainty modelling and value of information. Reliab. Eng. Syst. Saf. Athena Zitrou, Tim Bedford, Alireza Daneshkhah
2010	J	`jnl`	On the robustness of Bayesian networks to learning from non-conjugate sampling. Int. J. Approx. Reason. Jim Q. Smith, Alireza Daneshkhah
2002	—	`conf`	Multicausal Prior Families, Randomisation and Essential Graphs. Probabilistic Graphical Models Alireza Daneshkhah, Jim Q. Smith