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2020 – today
- 2024
[i2]Luís F. Simões, Pierluigi Casale, Marília Felismino, Kai Hou Yip, Ingo P. Waldmann, Giovanna Tinetti
, Theresa Lueftinger:
Operational range bounding of spectroscopy models with anomaly detection. CoRR abs/2408.02581 (2024)- 2021
- [j8]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: 104322 (2021) - 2020
- [i1]Johannes M. van Hulst, Mattia Zeni, Alexander Kröller, Cassandra Moons, Pierluigi Casale:
Beyond privacy regulations: an ethical approach to data usage in transportation. CoRR abs/2004.00491 (2020)
2010 – 2019
- 2016
- [j7]Marco Altini, Pierluigi Casale, Julien Penders, Oliver Amft:
Cardiorespiratory fitness estimation in free-living using wearable sensors. Artif. Intell. Medicine 68: 37-46 (2016) - [c11]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: 259-270 - 2015
- [j6]Pierluigi Casale, Marco Altini, Oliver Amft:
Transfer Learning in Body Sensor Networks Using Ensembles of Randomized Trees. IEEE Internet Things J. 2(1): 33-40 (2015) - [j5]Marco Altini, Pierluigi Casale, Julien Penders, Oliver Amft:
Personalized cardiorespiratory fitness and energy expenditure estimation using hierarchical Bayesian models. J. Biomed. Informatics 56: 195-204 (2015) - [j4]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): 1567-1576 (2015) - [j3]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): 1577-1586 (2015) - [c10]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: 13-22 - 2014
- [j2]Pierluigi Casale, Oriol Pujol, Petia Radeva:
Approximate polytope ensemble for one-class classification. Pattern Recognit. 47(2): 854-864 (2014) - [c9]Pierluigi Casale, Marco Altini, Oliver Amft:
Transfer Learning in Body Sensor Networks Using Ensembles of Randomised Trees. BSN 2014: 39-44 - [d2]Pierluigi Casale:
User Identification From Walking Activity. UCI Machine Learning Repository, 2014
- [d1]Pierluigi Casale, Oriol Pujol, Petia Radeva:
Activity Recognition from Single Chest-Mounted Accelerometer. UCI Machine Learning Repository, 2014 - 2013
- [c8]Pierluigi Casale, Oliver Amft:
Inferring Model Structures from Inertial Sensor Data in Distributed Activity Recognition. AmI 2013: 62-77 - [c7]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: 1249-1254 - 2012
- [j1]Pierluigi Casale, Oriol Pujol, Petia Radeva:
Personalization and user verification in wearable systems using biometric walking patterns. Pers. Ubiquitous Comput. 16(5): 563-580 (2012) - [c6]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: 307-310 - 2011
- [c5]Pierluigi Casale, Oriol Pujol, Petia Radeva:
Human Activity Recognition from Accelerometer Data Using a Wearable Device. IbPRIA 2011: 289-296 - [c4]Pierluigi Casale, Oriol Pujol, Petia Radeva:
Approximate Convex Hulls Family for One-Class Classification. MCS 2011: 106-115 - [c3]Pierluigi Casale, Oriol Pujol, Petia Radeva:
User Verification from Walking Activity - First Steps towards a Personal Verification System. PECCS 2011: 179-185 - [p1]Pierluigi Casale, Oriol Pujol, Petia Radeva:
Embedding Random Projections in Regularized Gradient Boosting Machines. Ensembles in Machine Learning Applications 2011: 201-216
2000 – 2009
- 2009
- [c2]Pierluigi Casale, Oriol Pujol, Petia Radeva, Jordi Vitrià:
A First Approach to Activity Recognition using Topic Models. CCIA 2009: 74-82 - [c1]Pierluigi Casale, Oriol Pujol, Petia Radeva:
Face-to-Face Social Activity Detection Using Data Collected with a Wearable Device. IbPRIA 2009: 56-63
Coauthor Index
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