Research output per year
Research output per year
Personal profile
Biography
Federico Cruciani received the BScEng (2007) and MEng (2015) in Computer Engineering from the University of Florence (Italy). Between 2006-2016, he was a software project manager at I+ and Orthokey (Italy), working with optical and inertial sensors applied to kinematic analysis for computer assisted orthopaedic surgery and rehabilitation. In 2016, he joined Ulster University as a Marie Curie fellow in Computer Science and received a PhD degree in 2020. He is currently working as a Senior Research Fellow at Ulster University. His research interests include eHealth, data analytics, AI and Deep Learning applications.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Feature learning for Human Activity Recognition using Convolutional Neural Networks: A case study for Inertial Measurement Unit and Audio data
Cruciani, F., Vafeiadis, A., Nugent, C., Cleland, I., McCullagh, P., Votis, K., Giakoumis, D., Tzovaras, D., Chen, L. & Hamzaoui, R., 31 Mar 2020, In: CCF Transactions on Pervasive Computing and Interaction. 2, p. 18-32 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile108 Citations (Scopus)363 Downloads (Pure) -
Personalizing Activity Recognition With a Clustering Based Semi-Population Approach
Cruciani, F., Nugent, C., Medina Quero, J., Cleland, I., McCullagh, P., Synnes, K. & Hallberg, J., 30 Nov 2020, In: IEEE Access. 8, p. 207794-207804 11 p., 9258905.Research output: Contribution to journal › Article › peer-review
Open AccessFile9 Citations (Scopus)141 Downloads (Pure) -
Automatic Annotation for Human Activity Recognition in Free Living Using a Smartphone
Cruciani, F., Cleland, I., Nugent, C., McCullagh, P., Synnes, K. & Hallberg, J., 9 Jul 2018, In: Sensors. 18, 7, 2203.Research output: Contribution to journal › Article › peer-review
Open AccessFile48 Citations (Scopus)121 Downloads (Pure) -
Data augmentation for Human Activity Recognition with Generative Adversarial Networks
Lupion, M., Cruciani, F., Cleland, I., Nugent, C. & Ortigosa, P., 14 Feb 2024, In: IEEE Journal of Biomedical and Health Informatics. 28, 4, p. 2350-2361 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (Scopus)380 Downloads (Pure) -
Acceptance and Commitment Therapy for women living with Vulvodynia: A single-case experimental design study of a treatment delivered online
Chisari, C., McCracken, L. M., Cruciani, F., Moss-Morris, R. & Scott, W., 31 Jan 2022, In: Journal of Contextual Behavioral Science. 23, p. 15-30 16 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile15 Citations (Scopus)33 Downloads (Pure)
Prizes
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Best Research Paper Award - Ulster University, Computer Science and Informatics 2020 -2021
Cruciani, F. (Recipient), Cleland, I. (Recipient), Mc Cullagh, P. (Recipient), Nugent, C. (Recipient) & Chen, L. (Recipient), 26 Apr 2022
Prize
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CCF TPCI Best Paper Award 2021
Cruciani, F. (Recipient), Vafeiadis, A. (Recipient), Nugent, C. (Recipient), Cleland, I. (Recipient), Mc Cullagh, P. (Recipient), Votis, K. (Recipient), Giakoumis, D. (Recipient), Tzovaras, D. (Recipient), Chen, L. (Recipient) & Hamzaoui, R. (Recipient), 14 Dec 2021
Prize
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UIC 2019 Best Student paper
Cruciani, F. (Recipient), Vafeiadis, A. (Recipient), Nugent, C. (Recipient), Cleland, I. (Recipient), Mc Cullagh, P. (Recipient), Votis, K. (Recipient), Giakoumis, D. (Recipient), Tzovaras, D. (Recipient), Chen, L. (Recipient) & Hamzaoui, R. (Recipient), 23 Aug 2019
Prize
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