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Andrea Mannini

  • MS
  • PhD Student in BioRobotics
  • S.S.S.U.P. - Scuola Superiore di Studi Universitari e di Perfezionamento Sant'Anna
  • 0ReadersNumber of instances of Andrea's publications in Mendeley libraries. Updated daily.
  • 26PublicationsNumber of items in Andrea's My Publications folder on Mendeley.

Research interests

innovative strategies for postures and movements recognition and analysismachine learning algorithms applied to the human movement analysis

About

I work on machine learning algorithms applied to the human movement analysis. I am mainly interested in innovative strategies for postures and movements recognition, from inertial data to ease human robot interactions. Further interests of mine are in the improvement of estimating several parameters of biomechanical interest, including the energy expenditure, walking speed and incline through a machine learning approach. In past I worked with electroactive polymers actuators for applications in the rehabilitation field.

Followers (7)

Explore network

Following (7)

Explore network

Publications (5)

  • Activity recognition using a single accelerometer placed at the wrist or ankle.

    • Mannini A
    • Intille S
    • Rosenberger M
    • et al.
    N/AReaders
    N/ACitations
  • Assessment technologies for the analysis of the efficacy of a Vestibular Neural Prosthesis

    • Micera S
    • Sabatini A
    • Genovese V
    • et al.
    N/AReaders
    N/ACitations
  • Automatic gait phase segmentation method using a Hidden Markov Model

    • Mannini A
    • Sabatini A
    N/AReaders
    N/ACitations
  • Deliverable D3.

    • Genovese V
    • Mannini A
    • Sabatini A
    N/AReaders
    N/ACitations
  • On-line classification of human activity and estimation of walk-run speed from acceleration data using support vector machines

    • Mannini A
    • Sabatini A
    N/AReaders
    N/ACitations

Professional experience

PhD Student in BioRobotics

S.S.S.U.P. - Scuola Superiore di Studi Universitari e di Perfezionamento Sant'Anna

November 2009 - Present

Education history

MS in Biomedical Engineering

Università degli Studi di Pisa

November 2006 - June 2009(3 years)

BS in Biomedical Engineering

Università degli Studi di Pisa

September 2003 - November 2006(3 years)