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ORCIDAlireza Daneshkhah
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2020 – today
- 2024
[j25]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: 108382 (2024)- [j24]James Donnelly, Alireza Daneshkhah
, Soroush Abolfathi:
Forecasting global climate drivers using Gaussian processes and convolutional autoencoders. Eng. Appl. Artif. Intell. 128: 107536 (2024) - 2023
- [j23]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: 106835 (2023) - [j22]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: 105658 (2023) - [j21]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): 2905-2925 (2023) - [j20]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): 1493-1518 (2023) - 2022
- [j19]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): 315-337 (2022) - [j18]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: 124345-124354 (2022) - [j17]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) - [j16]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: 115950 (2022) - [j15]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: 324-342 (2022) - [j14]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): 114 (2022) - 2021
- [j13]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): 630-651 (2021) - [c5]James Spooner, Vasile Palade, Alireza Daneshkhah, Stratis Kanarachos:
Using Generative Adversarial Networks and Non-Roadside Video Data to Generate Pedestrian Crossing Scenarios. ICMLA 2021: 1413-1420 - 2020
- [j12]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): 397-411 (2020) - [j11]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): 37-53 (2020) - [j10]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): 2050023:1-2050023:21 (2020) - [c4]James Spooner, Madeline Cheah, Vasile Palade, Stratis Kanarachos, Alireza Daneshkhah:
Classification of a Pedestrian's Behaviour Using Dual Deep Neural Networks. SAI (3) 2020: 581-597 - [i2]Alireza Daneshkhah, Omid Chatrabgoun, Mohsen Esmaeilbeigi, Tabassom Sedighi, S. Abolfathi:
Uncertainty Quantification of Darcy Flow through Porous Media using Deep Gaussian Process. CoRR abs/2011.01647 (2020)
2010 – 2019
- 2019
- [j9]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): 494-505 (2019) - [c3]James Spooner, Madeline Cheah, Vasile Palade, Stratis Kanarachos, Alireza Daneshkhah:
Generation of Pedestrian Pose Structures using Generative Adversarial Networks. ICMLA 2019: 1644-1650 - [c2]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: 419-424 - [i1]Felix Batsch, Alireza Daneshkhah, Madeline Cheah, Stratis Kanarachos, Anthony Baxendale:
Performance Boundary Identification for the Evaluation of Automated Vehicles using Gaussian Process Classification. CoRR abs/1907.05364 (2019) - 2018
- [j8]Alireza Daneshkhah, Amin Hosseinian Far, Omid Chatrabgoun, Tabassom Sedighi, Maryam Farsi:
Probabilistic Modeling of Financial Uncertainties. Int. J. Organ. Collect. Intell. 8(2): 1-11 (2018) - [j7]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: 266-276 (2018) - 2017
- [j6]Alireza Daneshkhah, Nigel G. Stocks, Paul Jeffrey:
Probabilistic sensitivity analysis of optimised preventive maintenance strategies for deteriorating infrastructure assets. Reliab. Eng. Syst. Saf. 163: 33-45 (2017) - 2016
- [j5]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): 389-419 (2016) - 2014
- [j4]Tim Bedford, Kevin J. Wilson, Alireza Daneshkhah:
Assessing parameter uncertainty on coupled models using minimum information methods. Reliab. Eng. Syst. Saf. 125: 3-12 (2014) - 2013
- [j3]Alireza Daneshkhah, Tim Bedford:
Probabilistic sensitivity analysis of system availability using Gaussian processes. Reliab. Eng. Syst. Saf. 112: 82-93 (2013) - [j2]Athena Zitrou, Tim Bedford, Alireza Daneshkhah:
Robustness of maintenance decisions: Uncertainty modelling and value of information. Reliab. Eng. Syst. Saf. 120: 60-71 (2013) - 2010
- [j1]Jim Q. Smith, Alireza Daneshkhah:
On the robustness of Bayesian networks to learning from non-conjugate sampling. Int. J. Approx. Reason. 51(5): 558-572 (2010)
2000 – 2009
- 2002
- [c1]Alireza Daneshkhah, Jim Q. Smith:
Multicausal Prior Families, Randomisation and Essential Graphs. Probabilistic Graphical Models 2002
Coauthor Index
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