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Benish Fida, PhD

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Benish Fida received a MS(CS) degree in Artificial Intelligence from UIIT, UAAR University, Pakistan in 2012. Currently she is a PhD student at the Engineering Department of Roma Tre university. Her research interests focus on machine learning methods and classification of locomotor activities from inertial sensors, and their use in different biomedical applications.

List of Publications

Publications on International Journals
[J1] 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
[J2] 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
Contributions appeared on Proceedings of International Conferences
[C1] A. Proto, B. Fida, I. Bernabucci, K. Vlach, V. Kasik, D. Bibbo, S. Conforto, M. Penhaker, M. Schmid. Wearable PVDF Transducer for Biomechanical Energy Harvesting and Gait Cycle Detection. IEEE Conference on Biomedical Engineering and Sciences (IECBES), Kuala Lumpur (Malaysia): December 4-8, 2016
[C2] 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
[C3] 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
[C4] B. D'Elia, B. Fida, I. Bernabucci, S. Conforto, T. D'Alessio, M. Schmid. The influence of haptic feedback on hand movement regularity in elderly adults. ECCE '13 Proceedings of the 31st European Conference on Cognitive Ergonomics, Toulouse, france: August 25-28, 2013
[C5] M. Schmid, I. Bernabucci, S. Comani, S. Conforto, B. D'Elia, B. Fida, T. D'Alessio. Haptic Feedback Affects Movement Regularity of Upper Extremity Movements in Elderly Adults. XIII Mediterranean Conference on Medical and Biological Engineering and Computing 2013, Sevilla, Spain: September 25-28, 2013
[C6] Fida, B., Nazir, M., Naveed, N., Akram, S.. Heart disease classification ensemble optimization using Genetic algorithm. 14th IEEE International Multitopic Conference(INMIC), Karachi,Pakistan: December 22-December 24, 2011
Contributions on Proceedings of National Congresses
[PN1] C. Caramia, I. Bernabucci, B. Fida, A. Proto, M. Schmid. The influence of filtering on spatio-temporal gait parameters estimation from inertial sensors. Quinto Congresso del Gruppo Nazionale di Bioingegneria GNB2016, Naples: June 20-22, 2016
[PN2] B. Fida, I. Bernabucci, D. Bibbo, C. Caramia, M. Schmid. Validation of a real-time gait event detection algorithm across different walking speeds. Quinto Congresso del Gruppo Nazionale di Bioingegneria GNB2016, Naples: June 20-22, 2016
[PN3] B. Fida, I. Bernabucci, R. Buccioli, S. Conforto, M. Schmid. ART: an Activity Recognition Toolbox based on inertial sensor data. Quarto Congresso Nazionale di Bioingegneria, Pavia, Italy: June 23-25, 2014