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	Author	Title	Year	Publication	Volume	Pages	Links
	Pedro Herruzo; Marc Bolaños; Petia Radeva	Can a CNN Recognize Catalan Diet?	2016	AIP Conference Proceedings	1773
	Laura Igual; Santiago Segui	Introduction to Data Science – A Python Approach to Concepts, Techniques and Applications. Undergraduate Topics in Computer Science	2017			1-215
	Margarita Torre; Beatriz Remeseiro; Petia Radeva; Fernando Martinez	DeepNEM: Deep Network Energy-Minimization for Agricultural Field Segmentation	2020	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing	13	726-737
	Eduardo Aguilar; Bhalaji Nagarajan; Rupali Khatun; Marc Bolaños; Petia Radeva	Uncertainty Modeling and Deep Learning Applied to Food Image Analysis	2020	13th International Joint Conference on Biomedical Engineering Systems and Technologies
	Petia Radeva	Uncertainty Modeling within an End-to-end Framework for Food Image Analysis	2020	1st DELTA
	Soumick Chatterjee; Fatima Saad; Chompunuch Sarasaen; Suhita Ghosh; Rupali Khatun; Petia Radeva; Georg Rose; Sebastian Stober; Oliver Speck; Andreas Nürnberger	Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images	2020	Arxiv
	Estefania Talavera; Andreea Glavan; Alina Matei; Petia Radeva	Eating Habits Discovery in Egocentric Photo-streams	2020	Arxiv
	Giovanni Maria Farinella; Petia Radeva; Jose Braz	Proceedings of the 15th International Joint Conference on Computer Vision; Imaging and Computer Graphics Theory and Applications	2020	Proceedings of the 15th International Joint Conference on Computer Vision; Imaging and Computer Graphics Theory and Applications; VISIGRAPP 2020	4
	Giovanni Maria Farinella; Petia Radeva; Jose Braz	Proceedings of the 15th International Joint Conference on Computer Vision; Imaging and Computer Graphics Theory and Applications	2020	Proceedings of the 15th International Joint Conference on Computer Vision; Imaging and Computer Graphics Theory and Applications; VISIGRAPP 2020	5
	Giovanni Maria Farinella; Petia Radeva; Jose Braz; Kadi Bouatouch	Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (Volume 4)	2021	Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. VISIGRAPP 2021	4
	Giovanni Maria Farinella; Petia Radeva; Jose Braz; Kadi Bouatouch	Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications – (Volume 5)	2021	Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications – VISIGRAPP 2021	5
	Eduardo Aguilar; Bhalaji Nagarajan; Beatriz Remeseiro; Petia Radeva	Bayesian deep learning for semantic segmentation of food images	2022	Computers and Electrical Engineering	103	108380
	Ahmed M. A. Salih; Ilaria Boscolo Galazzo; Federica Cruciani; Lorenza Brusini; Petia Radeva	Investigating Explainable Artificial Intelligence for MRI-based Classification of Dementia: a New Stability Criterion for Explainable Methods	2022	29th IEEE International Conference on Image Processing
	Javier Rodenas; Bhalaji Nagarajan; Marc Bolaños; Petia Radeva	Learning Multi-Subset of Classes for Fine-Grained Food Recognition	2022	7th International Workshop on Multimedia Assisted Dietary Management		17–26
	Roberto Morales; Juan Quispe; Eduardo Aguilar	Exploring multi-food detection using deep learning-based algorithms	2023	13th International Conference on Pattern Recognition Systems		1-7

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