Pierluigi Casale

22 papers B 1C 1Misc 2Journal 10Unranked 7
YearRankTypeTitle / Venue / Authors
2024 J jnl
Operational range bounding of spectroscopy models with anomaly detection.
CoRR
Luís F. Simões, Pierluigi Casale, Marília Felismino, Kai Hou Yip, Ingo P. Waldmann, Giovanna Tinetti, Theresa Lueftinger
2021 J jnl
Nighttime features derived from topic models for classification of patients with COPD.
Comput. Biol. Medicine
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
2020 J jnl
Beyond privacy regulations: an ethical approach to data usage in transportation.
CoRR
Johannes M. van Hulst, Mattia Zeni, Alexander Kröller, Cassandra Moons, Pierluigi Casale
2016 J jnl
Cardiorespiratory fitness estimation in free-living using wearable sensors.
Artif. Intell. Medicine
Marco Altini, Pierluigi Casale, Julien Penders, Oliver Amft
2016 — conf
Towards Stress Detection in Real-Life Scenarios Using Wearable Sensors: Normalization Factor to Reduce Variability in Stress Physiology.
eHealth 360°
Bishal Lamichhane, Ulf Großekathöfer, Giuseppina Schiavone, Pierluigi Casale
2015 — conf
Comparison of Machine Learning Techniques for Psychophysiological Stress Detection.
MindCare
Elena Smets, Pierluigi Casale, Ulf Großekathöfer, Bishal Lamichhane, Walter De Raedt, Katleen Bogaerts, Ilse Van Diest, Chris Van Hoof
2015 J jnl
Identifying Physical Activity Profiles in COPD Patients Using Topic Models.
IEEE J. Biomed. Health Informatics
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
2015 J jnl
Personalization of Energy Expenditure Estimation in Free Living Using Topic Models.
IEEE J. Biomed. Health Informatics
Marco Altini, Pierluigi Casale, Julien Penders, Oliver Amft
2015 J jnl
Personalized cardiorespiratory fitness and energy expenditure estimation using hierarchical Bayesian models.
J. Biomed. Informatics
Marco Altini, Pierluigi Casale, Julien Penders, Oliver Amft
2015 J jnl
Transfer Learning in Body Sensor Networks Using Ensembles of Randomized Trees.
IEEE Internet Things J.
Pierluigi Casale, Marco Altini, Oliver Amft
2014 J jnl
Approximate polytope ensemble for one-class classification.
Pattern Recognit.
Pierluigi Casale, Oriol Pujol, Petia Radeva
2014 C conf
Transfer Learning in Body Sensor Networks Using Ensembles of Randomised Trees.
BSN
Pierluigi Casale, Marco Altini, Oliver Amft
2013 — conf
1st workshop on human factors and activity recognition in healthcare, wellness and assisted living: recognise2interact.
UbiComp (Adjunct Publication)
Pierluigi Casale, Steven Houben, Oliver Amft
2013 — conf
Inferring Model Structures from Inertial Sensor Data in Distributed Activity Recognition.
AmI
Pierluigi Casale, Oliver Amft
2012 B conf
Enhancing User Experience with Brain-Computer-Interfaces in Smart Home Environments.
Intelligent Environments
Pierluigi Casale, Juan Manuel Fernández, Xavier Rafael Palou, Sergi Torrellas, Mojdeh Ratsgoo, Felip Miralles
2012 J jnl
Personalization and user verification in wearable systems using biometric walking patterns.
Pers. Ubiquitous Comput.
Pierluigi Casale, Oriol Pujol, Petia Radeva
2011 — conf
Approximate Convex Hulls Family for One-Class Classification.
MCS
Pierluigi Casale, Oriol Pujol, Petia Radeva
2011 — ch.
Embedding Random Projections in Regularized Gradient Boosting Machines.
Ensembles in Machine Learning Applications
Pierluigi Casale, Oriol Pujol, Petia Radeva
2011 Misc conf
Human Activity Recognition from Accelerometer Data Using a Wearable Device.
IbPRIA
Pierluigi Casale, Oriol Pujol, Petia Radeva
2011 — conf
User Verification from Walking Activity - First Steps towards a Personal Verification System.
PECCS
Pierluigi Casale, Oriol Pujol, Petia Radeva
2009 — conf
A First Approach to Activity Recognition using Topic Models.
CCIA
Pierluigi Casale, Oriol Pujol, Petia Radeva, Jordi Vitrià
2009 Misc conf
Face-to-Face Social Activity Detection Using Data Collected with a Wearable Device.
IbPRIA
Pierluigi Casale, Oriol Pujol, Petia Radeva