Human Activity Recognition on Smartphones Using a Multiclass Hardware-Friendly Support Vector Machine. - Davide Anguita; Alessandro Ghio; Luca Oneto; Xavier Parra; Jorge Luis Reyes-Ortiz (IWAAL, 2012)

Human Activity Recognition Using Smartphones. - Jorge Luis Reyes-Ortiz; Davide Anguita; Alessandro Ghio; Luca Oneto; Xavier Parra (UCI Machine Learning Repository, 2012)

A Public Domain Dataset for Human Activity Recognition using Smartphones. - Davide Anguita; Alessandro Ghio; Luca Oneto; Xavier Parra; Jorge Luis Reyes-Ortiz (ESANN, 2013)

Human Activity and Motion Disorder Recognition: towards smarter Interactive Cognitive Environments. - Jorge Luis Reyes-Ortiz; Alessandro Ghio; Xavier Parra; Davide Anguita; Joan Cabestany; Andreu Català (ESANN, 2013)

Training Computationally Efficient Smartphone-Based Human Activity Recognition Models. - Davide Anguita; Alessandro Ghio; Luca Oneto; Xavier Parra; Jorge Luis Reyes-Ortiz (ICANN, 2013)

A Novel Procedure for Training L1-L2 Support Vector Machine Classifiers. - Davide Anguita; Alessandro Ghio; Luca Oneto; Jorge Luis Reyes-Ortiz; Sandro Ridella (ICANN, 2013)

Energy Efficient Smartphone-Based Activity Recognition using Fixed-Point Arithmetic. - Davide Anguita; Alessandro Ghio; Luca Oneto; Xavier Parra; Jorge Luis Reyes-Ortiz (J. Univers. Comput. Sci., 2013)

Human Activity Recognition on Smartphones with Awareness of Basic Activities and Postural Transitions. - Jorge Luis Reyes-Ortiz; Luca Oneto; Alessandro Ghio; Albert Samà; Davide Anguita; Xavier Parra (ICANN, 2014)

Out-of-Sample Error Estimation: The Blessing of High Dimensionality. - Luca Oneto; Alessandro Ghio; Sandro Ridella; Jorge Luis Reyes-Ortiz; Davide Anguita (ICDM Workshops, 2014)

Smartphone-based human activity recognition. - Jorge Luis Reyes-Ortiz (2014)

Big Data Analytics in the Cloud: Spark on Hadoop vs MPI/OpenMP on Beowulf. - Jorge Luis Reyes-Ortiz; Luca Oneto; Davide Anguita (INNS Conference on Big Data, 2015)

Smartphone-Based Recognition of Human Activities and Postural Transitions. - Jorge Luis Reyes-Ortiz; Davide Anguita; Luca Oneto; Xavier Parra (UCI Machine Learning Repository, 2015)

Transition-Aware Human Activity Recognition Using Smartphones. - Jorge Luis Reyes-Ortiz; Luca Oneto; Albert Samà; Xavier Parra; Davide Anguita (Neurocomputing, 2016)