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Pierluigi Casale
Pierluigi Casale
Freelance Data Scientist / Professor at OPIT
Geverifieerd e-mailadres voor faculty.opit.com - Homepage
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Human activity recognition from accelerometer data using a wearable device
P Casale, O Pujol, P Radeva
Proceedings of the Iberian Conference on Pattern Recognition and Image …, 2011
4602011
Personalization and user verification in wearable systems using biometric walking patterns
P Casale, O Pujol, P Radeva
Personal and Ubiquitous Computing 16, 563-580, 2012
2182012
Comparison of machine learning techniques for psychophysiological stress detection
E Smets, P Casale, U Großekathöfer, B Lamichhane, W De Raedt, ...
Pervasive Computing Paradigms for Mental Health: 5th International …, 2016
732016
Approximate polytope ensemble for one-class classification
P Casale, O Pujol, P Radeva
Pattern Recognition 47 (2), 854-864, 2014
542014
Approximate convex hulls family for one-class classification
P Casale, O Pujol, P Radeva
Multiple Classifier Systems: 10th International Workshop, MCS 2011, Naples …, 2011
492011
Cardiorespiratory fitness estimation in free-living using wearable sensors
M Altini, P Casale, J Penders, O Amft
Artificial intelligence in medicine 68, 37-46, 2016
332016
Cardiorespiratory fitness estimation using wearable sensors: Laboratory and free-living analysis of context-specific submaximal heart rates
M Altini, P Casale, J Penders, G Ten Velde, G Plasqui, O Amft
Journal of applied physiology 120 (9), 1082-1096, 2016
232016
Identifying physical activity profiles in COPD patients using topic models
G Spina, P Casale, PS Albert, J Alison, J Garcia-Aymerich, RW Costello, ...
IEEE journal of biomedical and health informatics 19 (5), 1567-1576, 2015
222015
Towards stress detection in real-life scenarios using wearable sensors: normalization factor to reduce variability in stress physiology
B Lamichhane, U Großekathöfer, G Schiavone, P Casale
eHealth 360°: International Summit on eHealth, Budapest, Hungary, June 14-16 …, 2017
212017
Personalized cardiorespiratory fitness and energy expenditure estimation using hierarchical Bayesian models
M Altini, P Casale, J Penders, O Amft
Journal of biomedical informatics 56, 195-204, 2015
192015
Personalization of energy expenditure estimation in free living using topic models
M Altini, P Casale, JF Penders, O Amft
IEEE journal of biomedical and health informatics 19 (5), 1577-1586, 2015
172015
Transfer Learning in Body Sensor Networks using Ensembles of Randomised Trees
P Casale, M Altini, O Amft
BSN2014, 2014
152014
System and method for blood pressure estimation
P Casale
US Patent 9,750,464, 2017
92017
Nighttime features derived from topic models for classification of patients with COPD
G Spina, P Casale, PS Albert, J Alison, J Garcia-Aymerich, ...
Computers in Biology and Medicine 132, 104322, 2021
62021
Approximate ensemble methods for physical activity recognition applications
P Casale
ELCVIA: electronic letters on computer vision and image analysis 13 (2), 22-23, 2014
62014
Embedding random projections in regularized gradient boosting machines
P Casale, O Pujol, P Radeva
Ensembles in machine learning applications, 201-216, 2011
62011
Method and a system for monitoring an eye position
C Agell, P Casale, G Squillace
US Patent App. 15/984,537, 2018
52018
Pruning adaboost for continuous sensors mining applications
M Rastgoo, G Lemaitre, XR Palou, F Miralles, P Casale
Workshop on Ubiquitous Data Mining, 53, 2012
52012
Face-to-face social activity detection using data collected with a wearable device
P Casale, O Pujol, P Radeva
Pattern Recognition and Image Analysis: 4th Iberian Conference, IbPRIA 2009 …, 2009
52009
Method and a system for eye tracking
C Agell, P Casale
US Patent 10,721,392, 2020
42020
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Artikelen 1–20