Search Results for author: Antonio Bevilacqua

Found 7 papers, 4 papers with code

Automated Mobility Context Detection with Inertial Signals

no code implementations16 May 2022 Antonio Bevilacqua, Lisa Alcock, Brian Caulfield, Eran Gazit, Clint Hansen, Neil Ireson, Georgiana Ifrim

We explore two different approaches to this task: (1) using gait descriptors and features extracted from the input inertial signals sampled during walking episodes, together with classic machine learning algorithms, and (2) treating the input inertial signals as time series data and leveraging end-to-end state-of-the-art time series classifiers.

Time Series Time Series Analysis +1

Mid infrared spectroscopy and milk quality traits: a data analysis competition at the "International Workshop on Spectroscopy and Chemometrics 2021"

1 code implementation5 Jul 2021 Maria Frizzarin, Antonio Bevilacqua, Bhaskar Dhariyal, Katarina Domijan, Federico Ferraccioli, Elena Hayes, Georgiana Ifrim, Agnieszka Konkolewska, Thach Le Nguyen, Uche Mbaka, Giovanna Ranzato, Ashish Singh, Marco Stefanucci, Alessandro Casa

A chemometric data analysis challenge has been arranged during the first edition of the "International Workshop on Spectroscopy and Chemometrics", organized by the Vistamilk SFI Research Centre and held online in April 2021.

Human Activity Recognition with Convolutional Neural Netowrks

1 code implementation5 Jun 2019 Antonio Bevilacqua, Kyle MacDonald, Aamina Rangarej, Venessa Widjaya, Brian Caulfield, Tahar Kechadi

The problem of automatic identification of physical activities performed by human subjects is referred to as Human Activity Recognition (HAR).

Human Activity Recognition

Automatic Classification of Knee Rehabilitation Exercises Using a Single Inertial Sensor: a Case Study

no code implementations10 Dec 2018 Antonio Bevilacqua, Bingquan Huang, Rob Argent, Brian Caulfield, Tahar Kechadi

In this paper, we present a classification method for unsupervised rehabilitation exercises, based on a segmentation process that extracts repetitions from a longer signal activity.

General Classification

Cannot find the paper you are looking for? You can Submit a new open access paper.