Pierluigi Casale

According to our database1, Pierluigi Casale authored at least 20 papers between 2009 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2020
Beyond privacy regulations: an ethical approach to data usage in transportation.
CoRR, 2020

2016
Cardiorespiratory fitness estimation in free-living using wearable sensors.
Artif. Intell. Medicine, 2016

Towards Stress Detection in Real-Life Scenarios Using Wearable Sensors: Normalization Factor to Reduce Variability in Stress Physiology.
Proceedings of the eHealth 360°, 2016

2015
Identifying Physical Activity Profiles in COPD Patients Using Topic Models.
IEEE J. Biomed. Health Informatics, 2015

Personalization of Energy Expenditure Estimation in Free Living Using Topic Models.
IEEE J. Biomed. Health Informatics, 2015

Personalized cardiorespiratory fitness and energy expenditure estimation using hierarchical Bayesian models.
J. Biomed. Informatics, 2015

Transfer Learning in Body Sensor Networks Using Ensembles of Randomized Trees.
IEEE Internet Things J., 2015

Comparison of Machine Learning Techniques for Psychophysiological Stress Detection.
Proceedings of the Pervasive Computing Paradigms for Mental Health, 2015

2014
Approximate polytope ensemble for one-class classification.
Pattern Recognit., 2014

Transfer Learning in Body Sensor Networks Using Ensembles of Randomised Trees.
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.
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.
Proceedings of the Ambient Intelligence - 4th International Joint Conference, 2013

2012
Personalization and user verification in wearable systems using biometric walking patterns.
Pers. Ubiquitous Comput., 2012

Enhancing User Experience with Brain-Computer-Interfaces in Smart Home Environments.
Proceedings of the 2012 Eighth International Conference on Intelligent Environments, 2012

2011
Embedding Random Projections in Regularized Gradient Boosting Machines.
Proceedings of the Ensembles in Machine Learning Applications, 2011

User Verification from Walking Activity - First Steps towards a Personal Verification System.
Proceedings of the PECCS 2011, 2011

Approximate Convex Hulls Family for One-Class Classification.
Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

Human Activity Recognition from Accelerometer Data Using a Wearable Device.
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.
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

A First Approach to Activity Recognition using Topic Models.
Proceedings of the Artificial Intelligence Research and Development, 2009


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