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Rossana Muscillo

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Rossana Muscillo received a PhD in Biomedical Engineering focussing on pattern recognition algorithms and classification techniques to monitor activities of daily living.

List of selected publications

Publications on International Journals
[J1] M. Schmid, F. Riganti-Fulginei, I. Bernabucci, A. Laudani, D. Bibbo, R. Muscillo, A. Salvini, S. Conforto. SVM versus MAP on accelerometer data to distinguish among locomotor activities executed at different speeds. Computational and Mathematical Methods in Medicine, 2013: Article ID 343084, 2013
[J2] R. Muscillo, M. Schmid, S. Conforto, T. D'Alessio. Early recognition of upper limb motor tasks through accelerometers: real-time implementation of a DTW-based algorithm. Computers in Biology and Medicine, 41(3): 164-172, 2011
[J3] R. Muscillo, M. Schmid, S. Conforto, T. D'Alessio. An adaptive Kalman-based Bayes estimation technique to classify locomotor activities in young and elderly adults through accelerometers. Medical Engineering & Physics, 32(8): 849-859, 2010
[J4] R. Muscillo, S. Conforto, M. Schmid, T. D'Alessio. Minimizing the Set Up for ADL Monitoring through DTW Hierarchical Classification on Accelerometer Data. WSEAS Transactions on biology and biomedicine, 3(5): 47-53, 2008
Contributions appeared on Proceedings of International Conferences
[C1] R. Muscillo, G. Severini, M. Schmid, T. D'Alessio. Distinguishing among different lower limb physical activities through a Bayes' classifier applied on features extracted from single-axis accelerometer data. ISPGR 19th conference, Bologna, Italy: June 21-25, 2009
[C2] M. Gneo, R. Muscillo, M. Goffredo, S. Conforto, M. Schmid, T. D'Alessio. Real-time adaptive neural predictors for upper limb gestures blind recognition. 11th International Congress of the IUPESM - Medical Physics and Biomedical Engineering World Congress 2009, Munich, Germany: September 7-12, 2009
[C3] M. Goffredo, R. Muscillo, M. Gneo, M. Schmid, S. Conforto, T. D'Alessio. Estimation of Physical Performance for Elderly People via Markerless Sit to Stand Analysis. 11th International Congress of the IUPESM - Medical Physics and Biomedical Engineering, Munich, Germany: September 7-12, 2009
[C4] F. Draicchio, R. Muscillo, A. Silvetti, R. Don, M. Schmid, T. D'Alessio, G. Sandrini, M. Bartolo, F. Amici, S. Iavicoli, A. Ranavolo. Global biomechanical evaluation during workand daily-life activities. 17th World Congress on Ergonomics (IEA) , Beijing, China: August 9-14, 2009
[C5] R. Muscillo, D. Bibbo, M. Schmid. A combination of template matching and Bayesian estimation to detect and classify activities of daily living. 19th International Conference BIOSIGNAL, Brno, Czech Republic: June 29 - July 1, 2008
[C6] R. Muscillo, M. Schmid, S. Conforto. The median point DTW template to classify upper limb gestures performed at different speeds. MBEC '08, Antwerp, Belgium: November 23-27, 2008
[C7] R. Muscillo, S. Conforto, M. Schmid, T. D'Alessio. A hierarchical classifier to monitor ADL through dynamic programming on dual-axis accelerometer data. Proceedings of the 3rd WSEAS International Conference on REMOTE SENSING (REMOTE '07), Venice, Italy: 63-67, 2007
[C8] R. Muscillo, S. Conforto, M. Schmid, P. Caselli, T. D'Alessio. Classification of Motor Activities through Derivative Dynamic Time Warping applied on Accelerometer Data. Proceedings of the 29th IEEE-EMBS Conference, Lyon, France: August 23-26, 2007

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