Sinziana Mazilu
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Online detection of freezing of gait with smartphones and machine learning techniques
S Mazilu, M Hardegger, Z Zhu, D Roggen, G Tröster, M Plotnik, ...
2012 6th International Conference on Pervasive Computing Technologies for …, 2012
1762012
Prediction of Freezing of Gait in Parkinson's from Physiological Wearables: An Exploratory Study
S Mazilu, A Calatroni, E Gazit, A Mirelman, JM Hausdorff, G Troester
Biomedical and Health Informatics, IEEE Journal of, 2015
742015
GaitAssist: a daily-life support and training system for parkinson's disease patients with freezing of gait
S Mazilu, U Blanke, M Hardegger, G Tröster, E Gazit, JM Hausdorff
Proceedings of the SIGCHI conference on Human Factors in Computing Systems …, 2014
682014
Feature Learning for Detection and Prediction of Freezing of Gait in Parkinson’s Disease
S Mazilu, A Calatroni, E Gazit, D Roggen, JM Hausdorff, G Tröster
Proceedings of the 9th international conference on Machine Learning and Data …, 2013
682013
ActionSLAM: Using location-related actions as landmarks in pedestrian SLAM
M Hardegger, D Roggen, S Mazilu, G Tröster
2012 international conference on indoor positioning and indoor navigation (IPIN), 2012
512012
GaitAssist: A wearable assistant for gait training and rehabilitation in Parkinson's disease
S Mazilu, U Blanke, M Hardegger, G Tröster, E Gazit, M Dorfman, ...
Pervasive Computing and Communications Workshops (PERCOM Workshops), 2014 …, 2014
462014
A wearable assistant for gait training for Parkinson’s disease with freezing of gait in out-of-the-lab environments
S Mazilu, U Blanke, M Dorfman, E Gazit, A Mirelman, J M. Hausdorff, ...
ACM Transactions on Interactive Intelligent Systems (TiiS) 5 (1), 1-31, 2015
392015
identification of characteristic Motor Patterns Preceding Freezing of gait in Parkinson’s Disease Using Wearable sensors
L Palmerini, L Rocchi, S Mazilu, E Gazit, JM Hausdorff, L Chiari
Frontiers in Neurology 8, 394, 2017
342017
The role of wrist-mounted inertial sensors in detecting gait freeze episodes in Parkinson’s disease
S Mazilu, U Blanke, A Calatroni, E Gazit, JM Hausdorff, G Tröster
Pervasive and Mobile Computing 33, 1-16, 2016
332016
ActionSLAM on a smartphone: at-home tracking with a fully wearable system
M Hardegger, S Mazilu, D Caraci, F Hess, D Roggen, G Tröster
Indoor Positioning and Indoor Navigation (IPIN), 2013 International …, 2013
282013
Securing vehicular networks based on data-trust computation
S Mazilu, M Teler, C Dobre
2011 International Conference on P2P, Parallel, Grid, Cloud and Internet …, 2011
262011
Gait, wrist, and sensors: Detecting freezing of gait in Parkinson's disease from wrist movement.
S Mazilu, U Blanke, G Tröster
PerCom Workshops, 579-584, 2015
212015
Engineers meet clinicians: augmenting Parkinson's disease patients to gather information for gait rehabilitation
S Mazilu, U Blanke, D Roggen, G Tröster, E Gazit, JM Hausdorff
Proceedings of the 4th Augmented Human International Conference, 124-127, 2013
212013
Gait Parameters Change Prior to Freezing in Parkinson’s Disease: A Data-Driven Study with Wearable Inertial Units
ML Ferster, S Mazilu, G Tröster
Proceedings of the 10th EAI International Conference on Body Area Networks …, 2015
142015
Low-Power Ambient Sensing in Smartphones for Continuous Semantic Localization
S Mazilu, U Blanke, A Calatroni, G Tröster
Proceedings of the 4th International Joint Conference on Ambient …, 2013
122013
L1 vs. L2 regularization in text classification when learning from labeled features
S Mazilu, J Iria
2011 10th International Conference on Machine Learning and Applications and …, 2011
72011
A Study on Using Ambient Sensors from Smartphones for Indoor Location Detection
S Mazilu, G Tröster
12th Workshop on Positioning, Navigation and Communication, 2015
62015
Wearable technologies: one step closer to gait rehabilitation in Parkinson's patients
S Mazilu, G Tröster
XRDS: Crossroads, The ACM Magazine for Students 21 (2), 48-53, 2014
42014
Real-Time Detection of Freezing of Gait for Parkinson’s Disease Patients via Smartphone
Z Zhu, S Mazilu, M Hardegger, M Plotnik, JM Hausdorff, D Roggen, ...
Adjunct Proceedings of the 10th International Conference on Pervasive …, 2012
32012
Continuous Indoor and Outdoor Tracking with a Stand-Alone Wearable System
M Hardegger, S Mazilu, G Tröster
12015
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