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Gerard Pons
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Automated breast ultrasound lesions detection using convolutional neural networks
MH Yap, G Pons, J Marti, S Ganau, M Sentis, R Zwiggelaar, AK Davison, ...
IEEE journal of biomedical and health informatics 22 (4), 1218-1226, 2017
11342017
Supervised committee of convolutional neural networks in automated facial expression analysis
G Pons, D Masip
IEEE Transactions on Affective Computing 9 (3), 343-350, 2017
1332017
Multi-task, multi-label and multi-domain learning with residual convolutional networks for emotion recognition
G Pons, D Masip
arXiv preprint arXiv:1802.06664, 2018
652018
Multitask, multilabel, and multidomain learning with convolutional networks for emotion recognition
G Pons, D Masip
IEEE Transactions on Cybernetics 52 (6), 4764-4771, 2020
432020
Breast-lesion segmentation combining B-mode and elastography ultrasound
G Pons, J Martí, R Martí, S Ganau, JA Noble
Ultrasonic imaging 38 (3), 209-224, 2016
312016
Evaluating lesion segmentation on breast sonography as related to lesion type
G Pons, J Martí, R Martí, S Ganau, JC Vilanova, JA Noble
Journal of Ultrasound in Medicine 32 (9), 1659-1670, 2013
242013
Automatic nonlinear filtering and segmentation for breast ultrasound images
M Elawady, I Sadek, AER Shabayek, G Pons, S Ganau
International Conference on Image Analysis and Recognition, 206-213, 2016
212016
Computerized detection of breast lesions using deformable part models in ultrasound images
G Pons, R Martí, S Ganau, M Sentis, J Martí
Ultrasound in medicine & biology 40 (9), 2252-2264, 2014
182014
Feasibility study of lesion detection using deformable part models in breast ultrasound images
G Pons, R Martí, S Ganau, M Sentís, J Martí
Iberian Conference on Pattern Recognition and Image Analysis, 269-276, 2013
182013
A deep multimodal learning approach to perceive basic needs of humans from Instagram profile
MM Dehshibi, B Baiani, G Pons, D Masip
IEEE Transactions on Affective Computing 14 (2), 944-956, 2021
142021
ET-CycleGAN: Generating thermal images from images in the visible spectrum for facial emotion recognition
G Pons, A El Ali, P Cesar
Companion publication of the 2020 international conference on multimodal …, 2020
122020
Simultaneous lesion segmentation and bias correction in breast ultrasound images
G Pons, J Martí, R Martí, J Noble
Pattern Recognition and Image Analysis, 692-699, 2011
122011
Knowledge graphs for enhancing large language models in entity disambiguation
G Pons, B Bilalli, A Queralt
International Semantic Web Conference, 162-179, 2024
82024
Investigating affective responses toward in-video pedestrian crossing actions using camera and physiological sensors
S Rao, S Ghosh, G Pons Rodriguez, T Röggla, A El Ali, P Cesar
Proceedings of the 14th International Conference on Automotive User …, 2022
82022
Vicsom: Visual clues from social media for psychological assessment
MM Dehshibi, G Pons, B Baiani, D Masip
arXiv preprint arXiv:1905.06203, 2019
52019
Exploring emotion responses toward pedestrian crossing actions for designing in-vehicle empathic interfaces
S Ghosh, G Pons Rodriguez, S Rao, A El Ali, P Cesar
CHI Conference on Human Factors in Computing Systems Extended Abstracts, 1-6, 2022
42022
Affective Driver-Pedestrian Interaction: Exploring Driver Affective Responses toward Pedestrian Crossing Actions using Camera and Physiological Sensors
S Rao, S Wirjopawiro, G Pons Rodriguez, T Röggla, P Cesar, A El Ali
Proceedings of the 15th International Conference on Automotive User …, 2023
32023
Towards Continuous Experiment-Driven MLOps
K Rajenthiram, M Abdullah, I Gerostathopoulos, P Hnětynka, T Bureš, ...
2025 IEEE/ACM 4th International Conference on AI Engineering–Software …, 2025
22025
Capturing analytical intents from text
G Pons, M Dimic, B Bilalli
European Conference on Advances in Databases and Information Systems, 81-94, 2024
22024
On the use of trajectory data for tackling data scarcity
G Pons, B Bilalli, A Abello, SB Sanchez
Information Systems 130, 102523, 2025
12025
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Articles 1–20