A First Approach to Activity Recognition using Topic Models. - Pierluigi Casale; Oriol Pujol; Petia Radeva; Jordi Vitrià (CCIA, 2009)

Face-to-Face Social Activity Detection Using Data Collected with a Wearable Device. - Pierluigi Casale; Oriol Pujol; Petia Radeva (IbPRIA, 2009)

Human Activity Recognition from Accelerometer Data Using a Wearable Device. - Pierluigi Casale; Oriol Pujol; Petia Radeva (IbPRIA, 2011)

Approximate Convex Hulls Family for One-Class Classification. - Pierluigi Casale; Oriol Pujol; Petia Radeva (MCS, 2011)

User Verification from Walking Activity - First Steps towards a Personal Verification System. - Pierluigi Casale; Oriol Pujol; Petia Radeva (PECCS, 2011)

Embedding Random Projections in Regularized Gradient Boosting Machines. - Pierluigi Casale; Oriol Pujol; Petia Radeva (Ensembles in Machine Learning Applications, 2011)

Enhancing User Experience with Brain-Computer-Interfaces in Smart Home Environments. - Pierluigi Casale; Juan Manuel Fernández; Xavier Rafael Palou; Sergi Torrellas; Mojdeh Ratsgoo; Felip Miralles (Intelligent Environments, 2012)

Personalization and user verification in wearable systems using biometric walking patterns. - Pierluigi Casale; Oriol Pujol; Petia Radeva (Pers. Ubiquitous Comput., 2012)

Inferring Model Structures from Inertial Sensor Data in Distributed Activity Recognition. - Pierluigi Casale; Oliver Amft (AmI, 2013)

1st workshop on human factors and activity recognition in healthcare, wellness and assisted living: recognise2interact. - Pierluigi Casale; Steven Houben; Oliver Amft (UbiComp (Adjunct Publication), 2013)

Transfer Learning in Body Sensor Networks Using Ensembles of Randomised Trees. - Pierluigi Casale; Marco Altini; Oliver Amft (BSN, 2014)

Approximate polytope ensemble for one-class classification. - Pierluigi Casale; Oriol Pujol; Petia Radeva (Pattern Recognit., 2014)

User Identification From Walking Activity. - Pierluigi Casale (UCI Machine Learning Repository, 2014)

Activity Recognition from Single Chest-Mounted Accelerometer. - Pierluigi Casale; Oriol Pujol; Petia Radeva (UCI Machine Learning Repository, 2014)

Comparison of Machine Learning Techniques for Psychophysiological Stress Detection. - Elena Smets; Pierluigi Casale; Ulf Großekathöfer; Bishal Lamichhane; Walter De Raedt; Katleen Bogaerts; Ilse Van Diest; Chris Van Hoof (MindCare, 2015)

Transfer Learning in Body Sensor Networks Using Ensembles of Randomized Trees. - Pierluigi Casale; Marco Altini; Oliver Amft (IEEE Internet Things J., 2015)

Personalized cardiorespiratory fitness and energy expenditure estimation using hierarchical Bayesian models. - Marco Altini; Pierluigi Casale; Julien Penders; Oliver Amft (J. Biomed. Informatics, 2015)

Personalization of Energy Expenditure Estimation in Free Living Using Topic Models. - Marco Altini; Pierluigi Casale; Julien Penders; Oliver Amft (IEEE J. Biomed. Health Informatics, 2015)

Identifying Physical Activity Profiles in COPD Patients Using Topic Models. - Gabriele Spina; Pierluigi Casale; Paul S. Albert; Jennifer Alison; Judith Garcia-Aymerich; Richard W. Costello; Nidia A. Hernandes; Arnoldus J. R. van Gestel; Jorg D. Leuppi; Rafael Mesquita; Sally J. Singh; Frank W. J. M. Smeenk; et al. (IEEE J. Biomed. Health Informatics, 2015)

Towards Stress Detection in Real-Life Scenarios Using Wearable Sensors: Normalization Factor to Reduce Variability in Stress Physiology. - Bishal Lamichhane; Ulf Großekathöfer; Giuseppina Schiavone; Pierluigi Casale (eHealth 360°, 2016)

Cardiorespiratory fitness estimation in free-living using wearable sensors. - Marco Altini; Pierluigi Casale; Julien Penders; Oliver Amft (Artif. Intell. Medicine, 2016)

Beyond privacy regulations: an ethical approach to data usage in transportation. - Johannes M. van Hulst; Mattia Zeni; Alexander Kröller; Cassandra Moons; Pierluigi Casale (CoRR, 2020)

Nighttime features derived from topic models for classification of patients with COPD. - Gabriele Spina; Pierluigi Casale; Paul S. Albert; Jennifer Alison; Judith Garcia-Aymerich; Christian F. Clarenbach; Richard W. Costello; Nidia A. Hernandes; Jorg D. Leuppi; Rafael Mesquita; Sally J. Singh; Frank W. J. M. Smeenk; et al. (Comput. Biol. Medicine, 2021)

Operational range bounding of spectroscopy models with anomaly detection. - Luís F. Simões; Pierluigi Casale; Marília Felismino; Kai Hou Yip; Ingo P. Waldmann; Giovanna Tinetti; Theresa Lueftinger (CoRR, 2024)