Rome: October 21st, 2018

Research Activities @ BioLab3


You looked into tags for classification, these are the results:

Publications on International Journals
C. Caramia, D. Torricelli, M. Schmid, A. Munoz, J. Gonzalez, F. Grandas, J. Pons. IMU-based Classification of Parkinson's Disease from Gait: a Sensitivity Analysis on Sensor Location and Feature Selection. IEEE Journal of Biomedical and Health Informatics, : , 2018
B. Fida, I. Bernabucci, D. Bibbo, S. Conforto, M. Schmid. Varying behavior of different window sizes on the classification of static and dynamic physical activities from a single accelerometer. Medical Engineering and Physics, 37(7): 705-711, 2015
B. Fida, I. Bernabucci, D. Bibbo, S. Conforto, M. Schmid. Pre-processing effect on the accuracy of event-based activity segmentation and classification through inertial sensors. Sensors, 15(9): 23095-23109, 2015
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
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
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
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
B. Fida, D. Bibbo, I. Bernabucci, A. Proto, S. Conforto, M. Schmid. Real time event-based segmentation to classify locomotion activities through a single inertial sensor. 5th EAI International Conference on Wireless Mobile Communication and Healthcare, London, UK: October 14-16, 2015
B. Fida, I. Bernabucci, D. Bibbo, S. Conforto, A. Proto, M. Schmid. The effect of window length on the classification of dynamic activities through a single accelerometer. The 11th IASTED International Conference on Biomedical Engineering (BioMed 2014), Zurich, Switzerland: June 23-25, 2014
S. Conforto, A. Laudani, F. Oliva, F. Riganti Fulginei, M. Schmid. Classification of ECG patterns for diagnostic purposes by means of neural networks and support vector machines. TSP 2013 - 36th international conference on telecommunications and signal processing, Rome, Italy: July 2-4, 2013
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
C. Mancinelli, S. Patel, L.C. Deming, M. Schmid, B.L. Patritti, J.J. Chu, J. Beckwith, R. Greenwald, J. Healey, P. Bonato. Assessing the feasibility of classifying toe-walking severity in children with cerebral palsy using a sensorized shoe. Conference of the IEEE Engineering in Medicine and Biology Society, Minneapolis (MN) USA: September 3-6, 2009
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
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
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
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
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
P. Caselli, M. Goffredo, I. Bernabucci, M. Schmid. A study for a combined analysis of planar arm movements. 6th SIAMOC congress, Tirrenia (PI), Italy: October 26-29, 2005