Alireza Daneshkhah

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 27

Top Topics

Gaussian Process

Training Dataset

Probabilistic Modeling

Top Venues

Int. J. Organ. Collect. Intell.

Commun. Stat. Simul. Comput.

Reliab. Eng. Syst. Saf.

Publications

James Donnelly, Alireza Daneshkhah, Soroush Abolfathi
Forecasting global climate drivers using Gaussian processes and convolutional autoencoders. Eng. Appl. Artif. Intell. 128 (2024)
Sara Sardari, Sara Sharifzadeh, Alireza Daneshkhah, Seng W. Loke, Vasile Palade, Michael Duncan, Bahareh Nakisa
LightPRA: A Lightweight Temporal Convolutional Network for Automatic Physical Rehabilitation Exercise Assessment. Comput. Biol. Medicine 173 (2024)
Ruchita Mehta, Sara Sharifzadeh, Vasile Palade, Bo Tan, Alireza Daneshkhah, Yordanka Karayaneva
Deep Learning Techniques for Radar-Based Continuous Human Activity Recognition. Mach. Learn. Knowl. Extr. 5 (4) (2023)
Majdi Fanous, Jonathan M. Eden, Renji Remesan, Alireza Daneshkhah
Challenges and prospects of climate change impact assessment on mangrove environments through mathematical models. Environ. Model. Softw. 162 (2023)
Sara Sardari, Sara Sharifzadeh, Alireza Daneshkhah, Bahareh Nakisa, Seng W. Loke, Vasile Palade, Michael Duncan
Artificial Intelligence for skeleton-based physical rehabilitation action evaluation: A systematic review. Comput. Biol. Medicine 158 (2023)
Mohsen Esmaeilbeigi, Omid Chatrabgoun, Alireza Daneshkhah, Maryam Shafa
On the impact of prior distributions on efficiency of sparse Gaussian process regression. Eng. Comput. 39 (4) (2023)
Hannah Al Ali, Alireza Daneshkhah, Abdesslam Boutayeb, Noble Jahalamajaha Malunguza, Zindoga Mukandavire
Exploring dynamical properties of a Type 1 diabetes model using sensitivity approaches. Math. Comput. Simul. 201 (2022)
Juliana Negrini de Araujo, Vasile Palade, Tabassom Sedighi, Alireza Daneshkhah
Improving the Pedestrian Detection Performance in the Absence of Rich Training Datasets: A UK Case Study. Adv. Artif. Intell. Mach. Learn. 2 (1) (2022)
Chong Ni Ki, Amin Hosseinian Far, Alireza Daneshkhah, Nader Salari
Topic modelling in precision medicine with its applications in personalized diabetes management. Expert Syst. J. Knowl. Eng. 39 (4) (2022)
Nader Salari, Amin Hosseinian Far, Masoud Mohammadi, Hooman Ghasemi, Habibolah Khazaie, Alireza Daneshkhah, Arash Ahmadi
Detection of sleep apnea using Machine learning algorithms based on ECG Signals: A comprehensive systematic review. Expert Syst. Appl. 187 (2022)
Omid Chatrabgoun, Alireza Daneshkhah, Mohsen Esmaeilbeigi, Nader Sohrabi Safa, Ali Hamdan Alenezi, Arafatur Rahman
Predicting Primary Sequence-Based Protein-Protein Interactions Using a Mercer Series Representation of Nonlinear Support Vector Machine. IEEE Access 10 (2022)
Maryam Azizsafaei, Amin Hosseinian Far, Rasoul Khandan, Dilshad Sarwar, Alireza Daneshkhah
Assessing Risks in Dairy Supply Chain Systems: A System Dynamics Approach. Syst. 10 (4) (2022)
Reza Montasari, Stuart Macdonald, Amin Hosseinian Far, Fiona Carroll, Alireza Daneshkhah
Network and hypervisor-based attacks in cloud computing environments. Int. J. Electron. Secur. Digit. Forensics 13 (6) (2021)
James Spooner, Vasile Palade, Alireza Daneshkhah, Stratis Kanarachos
Using Generative Adversarial Networks and Non-Roadside Video Data to Generate Pedestrian Crossing Scenarios. ICMLA (2021)
Alireza Daneshkhah, Omid Chatrabgoun, Mohsen Esmaeilbeigi, Tabassom Sedighi, S. Abolfathi
Uncertainty Quantification of Darcy Flow through Porous Media using Deep Gaussian Process. CoRR (2020)
James Spooner, Madeline Cheah, Vasile Palade, Stratis Kanarachos, Alireza Daneshkhah
Classification of a Pedestrian's Behaviour Using Dual Deep Neural Networks. SAI (3) (2020)
Reza Montasari, Richard Hill, Simon Parkinson, Alireza Daneshkhah, Amin Hosseinian Far
Hardware-based cyber threats: attack vectors and defence techniques. Int. J. Electron. Secur. Digit. Forensics 12 (4) (2020)
Reza Montasari, Richard Hill, Simon Parkinson, Pekka Peltola, Amin Hosseinian Far, Alireza Daneshkhah
Digital Forensics: Challenges and Opportunities for Future Studies. Int. J. Organ. Collect. Intell. 10 (2) (2020)
Omid Chatrabgoun, Amin Hosseinian Far, Alireza Daneshkhah
Constructing gene regulatory networks from microarray data using non-Gaussian pair-copula Bayesian networks. J. Bioinform. Comput. Biol. 18 (4) (2020)
Omid Chatrabgoun, Alireza Daneshkhah, Mohsen Esmaeilbeigi
Optimizing minimum information pair-copula using genetic algorithm to select optimal basis functions. Commun. Stat. Simul. Comput. 48 (2) (2019)
Felix Batsch, Alireza Daneshkhah, Madeline Cheah, Stratis Kanarachos, Anthony Baxendale
Performance Boundary Identification for the Evaluation of Automated Vehicles using Gaussian Process Classification. ITSC (2019)
James Spooner, Madeline Cheah, Vasile Palade, Stratis Kanarachos, Alireza Daneshkhah
Generation of Pedestrian Pose Structures using Generative Adversarial Networks. ICMLA (2019)
Felix Batsch, Alireza Daneshkhah, Madeline Cheah, Stratis Kanarachos, Anthony Baxendale
Performance Boundary Identification for the Evaluation of Automated Vehicles using Gaussian Process Classification. CoRR (2019)
Omid Chatrabgoun, Amin Hosseinian Far, Victor Chang, Nigel G. Stocks, Alireza Daneshkhah
Approximating non-Gaussian Bayesian networks using minimum information vine model with applications in financial modelling. J. Comput. Sci. 24 (2018)
Alireza Daneshkhah, Amin Hosseinian Far, Omid Chatrabgoun, Tabassom Sedighi, Maryam Farsi
Probabilistic Modeling of Financial Uncertainties. Int. J. Organ. Collect. Intell. 8 (2) (2018)
Alireza Daneshkhah, Nigel G. Stocks, Paul Jeffrey
Probabilistic sensitivity analysis of optimised preventive maintenance strategies for deteriorating infrastructure assets. Reliab. Eng. Syst. Saf. 163 (2017)
Alireza Daneshkhah, G. Parham, Omid Chatrabgoun, M. Jokar
Approximation Multivariate Distribution with Pair Copula Using the Orthonormal Polynomial and Legendre Multiwavelets Basis Functions. Commun. Stat. Simul. Comput. 45 (2) (2016)
Tim Bedford, Kevin J. Wilson, Alireza Daneshkhah
Assessing parameter uncertainty on coupled models using minimum information methods. Reliab. Eng. Syst. Saf. 125 (2014)
Alireza Daneshkhah, Tim Bedford
Probabilistic sensitivity analysis of system availability using Gaussian processes. Reliab. Eng. Syst. Saf. 112 (2013)
Athena Zitrou, Tim Bedford, Alireza Daneshkhah
Robustness of maintenance decisions: Uncertainty modelling and value of information. Reliab. Eng. Syst. Saf. 120 (2013)
Jim Q. Smith, Alireza Daneshkhah
On the robustness of Bayesian networks to learning from non-conjugate sampling. Int. J. Approx. Reason. 51 (5) (2010)
Alireza Daneshkhah, Jim Q. Smith
Multicausal Prior Families, Randomisation and Essential Graphs. Probabilistic Graphical Models (2002)