Pierluigi Casale

According to our database, Pierluigi Casale authored at least 23 papers between 2009 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

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, Ruth Tal-Singer, Emiel F. M. Wouters, Martijn A. Spruit, Albertus C. den Brinker

Comput. Biol. Medicine, 2021

2020

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

2016

Cardiorespiratory fitness estimation in free-living using wearable sensors.

Marco Altini, Pierluigi Casale, Julien Penders, Oliver Amft

Artif. Intell. Medicine, 2016

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

Proceedings of the eHealth 360°, 2016

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, Ruth Tal-Singer, Emiel F. M. Wouters, Martijn Spruit, Albertus C. den Brinker

IEEE J. Biomed. Health 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

Personalized cardiorespiratory fitness and energy expenditure estimation using hierarchical Bayesian models.

Marco Altini, Pierluigi Casale, Julien Penders, Oliver Amft

J. Biomed. Informatics, 2015

Transfer Learning in Body Sensor Networks Using Ensembles of Randomized Trees.

Pierluigi Casale, Marco Altini, Oliver Amft

IEEE Internet Things J., 2015

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

Proceedings of the Pervasive Computing Paradigms for Mental Health, 2015

2014

Activity Recognition from Single Chest-Mounted Accelerometer.

Pierluigi Casale, Oriol Pujol, Petia Radeva

Dataset, March, 2014

User Identification From Walking Activity.

Pierluigi Casale

Dataset, March, 2014

Approximate polytope ensemble for one-class classification.

Pierluigi Casale, Oriol Pujol, Petia Radeva

Pattern Recognit., 2014

Transfer Learning in Body Sensor Networks Using Ensembles of Randomised Trees.

Pierluigi Casale, Marco Altini, Oliver Amft

Proceedings of the 2014 11th International Conference on Wearable and Implantable Body Sensor Networks, 2014

2013

1st workshop on human factors and activity recognition in healthcare, wellness and assisted living: recognise2interact.

Pierluigi Casale, Steven Houben, Oliver Amft

Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

Inferring Model Structures from Inertial Sensor Data in Distributed Activity Recognition.

Pierluigi Casale, Oliver Amft

Proceedings of the Ambient Intelligence - 4th International Joint Conference, 2013

2012

Personalization and user verification in wearable systems using biometric walking patterns.

Pierluigi Casale, Oriol Pujol, Petia Radeva

Pers. Ubiquitous Comput., 2012

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

Proceedings of the 2012 Eighth International Conference on Intelligent Environments, 2012

2011

Embedding Random Projections in Regularized Gradient Boosting Machines.

Pierluigi Casale, Oriol Pujol, Petia Radeva

Proceedings of the Ensembles in Machine Learning Applications, 2011

User Verification from Walking Activity - First Steps towards a Personal Verification System.

Pierluigi Casale, Oriol Pujol, Petia Radeva

Proceedings of the PECCS 2011, 2011

Approximate Convex Hulls Family for One-Class Classification.

Pierluigi Casale, Oriol Pujol, Petia Radeva

Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

Human Activity Recognition from Accelerometer Data Using a Wearable Device.

Pierluigi Casale, Oriol Pujol, Petia Radeva

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

2009

Face-to-Face Social Activity Detection Using Data Collected with a Wearable Device.

Pierluigi Casale, Oriol Pujol, Petia Radeva

Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

A First Approach to Activity Recognition using Topic Models.

Pierluigi Casale, Oriol Pujol, Petia Radeva, Jordi Vitrià

Proceedings of the Artificial Intelligence Research and Development, 2009