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Ahmad Alwosheel
Ahmad Alwosheel
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Is your dataset big enough? Sample size requirements when using artificial neural networks for discrete choice analysis
A Alwosheel, S van Cranenburgh, CG Chorus
Journal of choice modelling 28, 167-182, 2018
3552018
An artificial neural network based approach to investigate travellers’ decision rules
S van Cranenburgh, A Alwosheel
Transportation Research Part C: Emerging Technologies 98, 152-166, 2019
772019
Heart rate variability estimation in photoplethysmography signals using Bayesian learning approach
A Alqaraawi, A Alwosheel, A Alasaad
Healthcare technology letters 3 (2), 136-142, 2016
542016
Why did you predict that? Towards explainable artificial neural networks for travel demand analysis
A Alwosheel, S van Cranenburgh, CG Chorus
Transportation Research Part C: Emerging Technologies 128, 103143, 2021
262021
‘Computer says no’is not enough: Using prototypical examples to diagnose artificial neural networks for discrete choice analysis
A Alwosheel, S Van Cranenburgh, CG Chorus
Journal of choice modelling 33, 100186, 2019
162019
Trustworthy and Explainable Artificial Neural Networks for Choice Behaviour Analysis
ASA Alwosheel
72020
Artificial neural networks as a means to accommodate decision rules in choice models
A Alwosheel, C Chorus, S van Cranenburgh
International Choice Modelling Conference 2017, 2017
52017
Towards efficient heart rate variability estimation in artifact-induced Photoplethysmography signals
A Alqaraawi, A Alwosheel, A Alasaad
2016 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE …, 2016
52016
Using artificial neural networks to investigate decision-rule heterogeneity
S van Cranenburgh, A Alwosheel
6th Symposium of the European Association for Research in Transportation …, 2017
42017
Using prototypical examples to diagnose artificial neural networks for discrete choice analysis
A Alwosheel, S Van Cranenburgh, C Chorus
International Choice Modelling Conference 2019, 2019
2019
Travel behavior analysis using Artificial Neural Networks: Striking the balance between model complexity and data requirements
A Alwosheel, S van Cranenburgh, C Chorus
IATBR 2018: 15th International Conference on Travel Behaviour Research, 2018
2018
Explaining predictions of artificial neural networks for travel behaviour analysis using layer-wise relevance propagation
A Alwosheel, S van Cranenburgh, CG Chorus
Trustworthy and Explainable Artificial Neural Networks for Choice Behaviour Analysis
A Saleh, A Alwosheel
A Two-Step Framework for Unsupervised Speaker Segmentation Using BIC and Artificial Neural Network
A Alwosheel, A Alqaraawi
Unsupervised Reciter Recognition Using Gaussian Mixture Models
A Alwosheel, A Alqaraawi
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Artikelen 1–15