Pierluigi Casale

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 4

Top Topics

Body Sensor Networks

Activity Recognition

Transfer Learning

Home Environments

Top Venues

IEEE J. Biomed. Health Informatics

Artif. Intell. Medicine

UbiComp (Adjunct Publication)

Publications

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, Ruth Tal-Singer, Emiel F. M. Wouters, Martijn A. Spruit, Albertus C. den Brinker
Nighttime features derived from topic models for classification of patients with COPD. Comput. Biol. Medicine 132 (2021)
Johannes M. van Hulst, Mattia Zeni, Alexander Kröller, Cassandra Moons, Pierluigi Casale
Beyond privacy regulations: an ethical approach to data usage in transportation. CoRR (2020)
Marco Altini, Pierluigi Casale, Julien Penders, Oliver Amft
Cardiorespiratory fitness estimation in free-living using wearable sensors. Artif. Intell. Medicine 68 (2016)
Bishal Lamichhane, Ulf Großekathöfer, Giuseppina Schiavone, Pierluigi Casale
Towards Stress Detection in Real-Life Scenarios Using Wearable Sensors: Normalization Factor to Reduce Variability in Stress Physiology. eHealth 360° (2016)
Marco Altini, Pierluigi Casale, Julien Penders, Oliver Amft
Personalized cardiorespiratory fitness and energy expenditure estimation using hierarchical Bayesian models. J. Biomed. Informatics 56 (2015)
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, Ruth Tal-Singer, Emiel F. M. Wouters, Martijn Spruit, Albertus C. den Brinker
Identifying Physical Activity Profiles in COPD Patients Using Topic Models. IEEE J. Biomed. Health Informatics 19 (5) (2015)
Elena Smets, Pierluigi Casale, Ulf Großekathöfer, Bishal Lamichhane, Walter De Raedt, Katleen Bogaerts, Ilse Van Diest, Chris Van Hoof
Comparison of Machine Learning Techniques for Psychophysiological Stress Detection. MindCare (2015)
Marco Altini, Pierluigi Casale, Julien Penders, Oliver Amft
Personalization of Energy Expenditure Estimation in Free Living Using Topic Models. IEEE J. Biomed. Health Informatics 19 (5) (2015)
Pierluigi Casale, Marco Altini, Oliver Amft
Transfer Learning in Body Sensor Networks Using Ensembles of Randomized Trees. IEEE Internet Things J. 2 (1) (2015)
Pierluigi Casale, Oriol Pujol, Petia Radeva
Approximate polytope ensemble for one-class classification. Pattern Recognit. 47 (2) (2014)
Pierluigi Casale, Marco Altini, Oliver Amft
Transfer Learning in Body Sensor Networks Using Ensembles of Randomised Trees. BSN (2014)
Pierluigi Casale, Steven Houben, Oliver Amft
1st workshop on human factors and activity recognition in healthcare, wellness and assisted living: recognise2interact. UbiComp (Adjunct Publication) (2013)
Pierluigi Casale, Oliver Amft
Inferring Model Structures from Inertial Sensor Data in Distributed Activity Recognition. AmI (2013)
Pierluigi Casale, Juan Manuel Fernández, Xavier Rafael Palou, Sergi Torrellas, Mojdeh Ratsgoo, Felip Miralles
Enhancing User Experience with Brain-Computer-Interfaces in Smart Home Environments. Intelligent Environments (2012)
Pierluigi Casale, Oriol Pujol, Petia Radeva
Personalization and user verification in wearable systems using biometric walking patterns. Pers. Ubiquitous Comput. 16 (5) (2012)
Pierluigi Casale, Oriol Pujol, Petia Radeva
User Verification from Walking Activity - First Steps towards a Personal Verification System. PECCS (2011)
Pierluigi Casale, Oriol Pujol, Petia Radeva
Human Activity Recognition from Accelerometer Data Using a Wearable Device. IbPRIA (2011)
Pierluigi Casale, Oriol Pujol, Petia Radeva
Approximate Convex Hulls Family for One-Class Classification. MCS (2011)
Pierluigi Casale, Oriol Pujol, Petia Radeva
Face-to-Face Social Activity Detection Using Data Collected with a Wearable Device. IbPRIA (2009)
Pierluigi Casale, Oriol Pujol, Petia Radeva, Jordi Vitrià
A First Approach to Activity Recognition using Topic Models. CCIA (2009)