• Using domain knowledge for interpretable and competitive multi-class human activity recognition 

  Scheurer, Sebastian; Tedesco, Salvatore; Brown, Kenneth N.; O'Flynn, Brendan (MDPI, 2020-02-22)

  Human activity recognition (HAR) has become an increasingly popular application of machine learning across a range of domains. Typically the HAR task that a machine learning algorithm is trained for requires separating ...
• The change matters! Measuring the effect of changing the leader in joint music performances 

  Varni, G.; Mancini, Maurizio; Fadiga, L.; Camurri, A.; Volpe, G. (Institute of Electrical and Electronics Engineers (IEEE), 2019-11-04)

  In a joint action, a group of individuals coordinate their movements to reach a shared goal. When a change - i.e., an event that affects group functioning - occurs, the group adopts strategies to face it. This paper ...
• Chain-based recommendations 

  Rana, Arpit (2019-10-14)

  Recommender systems are discovery tools. Typically, they infer a user's preferences from her behaviour and make personalized suggestions. They are one response to the overwhelming choices that the Web affords its users. ...
• A multi-sensors wearable system for remote assessment of physiotherapy exercises during ACL rehabilitation 

  Tedesco, Salvatore; Belcastro, Marco; Manzano Torre, Oscar; Torchia, Pasqualino; Alfieri, Davide; Khokhlova, Liudmila; O'Flynn, Brendan (Institute of Electrical and Electronics Engineers (IEEE), 2019-11)

  In this paper, the challenges associated with the design of a novel multi-sensor wearable system for the objective assessment of exercises during lower-limbs rehabilitation are described. The overall system architecture ...
• TS-LoRa: Time-slotted LoRaWAN for the Industrial Internet of Things 

  Zorbas, Dimitrios; Abdelfadeel, Khaled; Kotzanikolaou, Panayiotis; Pesch, Dirk (Elsevier B.V., 2020-03-01)

  Automation and data capture in manufacturing, known as Industry 4.0, requires the deployment of a large number of wireless sensor devices in industrial environments. These devices have to be connected via a reliable, ...

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