Florenc Demrozi | University of Stavanger

Contact

Email: florenc.demrozi@uis.no

Room: KE E-442

Location: Stavanger

Department

Faculty of Science and Technology

Department of Electrical Engineering and Computer Science

About me

I am currently an Associate Professor in Biomedical Engineering at the Department of Electrical Engineering and Computer Science, University i Stavanger, Norway, working on Human Activity Recognition (HAR), Ambient Assisted Living (AAL), Internet of Medical Things (IoMT), Sensors and Measurements.

I obtained my Ph.D. in Computer Science in May 2020 supervised by Prof. Graziano Pravadelli, with a thesis on "An IoT-based Virtual Coaching System for Assisting Activities of Daily Life".

Previously, I received my Master's degree (M.Sc.) in Computer Science and Engineering at the University of Verona in 2016 with a thesis on "Automatic generation of self-adaptive transactors from PSL assertions" under the supervision of Prof. Graziano Pravadelli.

I received my Bachelor's degree (B.Sc.) in Computer Science at the University of Verona in 2014.

From April 2021, I co-founded the IoT for Care (IoT4Care) research group at the Department of Computer Science, University of Verona, Italy. The IoT4Care group focuses on developing Virtual Coaching Systems based on IoT infrastructure and the Extended Mind concept, whose primary purpose is to help people with special needs in carrying out Activities of Daily Life (ADL's).

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Publications

Vitenskapelige publikasjoner

Ali, Muhammed Toqeer; Turetta, Cristian; Demrozi, Florenc; Pravadelli, Graziano

(2024)

ICT-Based Solutions for Alzheimer's Disease Care: A Systematic Review.

IEEE Access.

ISSN 2169-3536.

Volum 12.

s.13944-13961.

DOI: 10.1109/ACCESS.2024.3356348

Cunico, Federico; Aldegheri, Stefano; Avogaro, Andrea; Boldo, Michele; Bombieri, Nicola; Capogrosso, Luigi; Caputo, Ariel; Carra, Damiano; Centomo, Stefano; Cheng, Dong Seon; Cinquetti, Ettore; Cristani, Marco; Marchi, Mirco De; Demrozi, Florenc; Emporio, Marco; Fummi, Franco; Geretti, Luca; Germiniani, Samuele; Giachetti, Andrea; Girella, Federico; Martini, Enrico; Menegaz, Gloria; Muijs, Niek; Paci, Federica; Panato, Marco; Pravadelli, Graziano; Quintarelli, Elisa; Siviero, Ilaria; Storti, Silvia Francesca; Tadiello, Carlo; Turetta, Cristian; Villa, Tiziano; Zannone, Nicola; Quaglia, Davide

(2024)

Enhancing Safety and Privacy in Industry 4.0: The ICE Laboratory Case Study.

IEEE Access.

ISSN 2169-3536.

Volum 12.

s.154570-154599.

DOI: 10.1109/ACCESS.2024.3479411

Turetta, Cristian; Demrozi, Florenc; Pravadelli, Graziano

(2024)

B-HAR: An Open-Source Baseline Framework for In-Depth Study of Human Activity Recognition Datasets and Workflows.

IEEE Access.

ISSN 2169-3536.

Volum 12.

s.166911-166922.

DOI: 10.1109/ACCESS.2024.3496497

Cesari, Paola; Cristani, Matteo; Demrozi, Florenc; Pascucci, Francesco; Picotti, Pietro Maria; Pravadelli, Graziano; Tomazzoli, Claudio; Turetta, Cristian; Workneh, Tewabe Chekole; Zenti, Luca

(2023)

Towards Posture and Gait Evaluation through Wearable-Based Biofeedback Technologies.

Electronics (Basel).

ISSN 2079-9292.

Volum 12.

Hefte 3.

DOI: 10.3390/electronics12030644

Demrozi, Florenc; Turetta, Cristian; Kindt, Philipp H.; Chiaran, Fabio; Bacchin, Ruggero Angelo; Vale`, Nicola; Pascucci, Francesco; Cesari, Paola; Smania, Nicola; Tamburin, Stefano; Pravadelli, Graziano

(2023)

A Low-Cost Wireless Body Area Network for Human Activity Recognition in Healthy Life and Medical Applications.

IEEE Transactions on Emerging Topics in Computing.

ISSN 2168-6750.

Volum 11.

Hefte 4.

s.839-850.

DOI: 10.1109/TETC.2023.3274189

Demrozi, Florenc; Turetta, Cristian; Pravadelli, Graziano

(2023)

Fostering human activity recognition workflows : An open-source baseline framework. I: 2023 IEEE International Conference on Digital Health (ICDH 2023).

IEEE (Institute of Electrical and Electronics Engineers).

ISBN 979-8-3503-4103-4.

s.75-80.

DOI: 10.1109/ICDH60066.2023.00018

Demrozi, Florenc; Marchisio, Marina; Margaria, Tiziana; Sacchet, Matteo

(2023)

Experiences from the first delivery of a new immersive software engineering course : Mathematical foundations and data analytics. I: 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC).

IEEE conference proceedings.

ISBN 979-8-3503-2697-0.

s.1576-1581.

DOI: 10.1109/COMPSAC57700.2023.00243

Amandeep, Singh; Margaria, Tiziana; Demrozi, Florenc

(2023)

CNN-based human activity recognition on edge computing devices. I: 2023 IEEE International Conference on Omni-layer Intelligent Systems July 23 – July 25, 2023 Berlin, Germany.

IEEE conference proceedings.

ISBN 979-8-3503-4647-3.

DOI: 10.1109/COINS57856.2023.10189270

Demrozi, Florenc; Turetta, Cristian; Pravadelli, Graziano

(2023)

SHPIA 2.0: An Easily Scalable, Low-Cost, Multi-purpose Smart Home Platform for Intelligent Applications.

SN Computer Science.

ISSN 2662-995X.

Volum 5.

Hefte 1.

DOI: 10.1007/s42979-023-02307-w

Turetta, Cristian; Skenderi, Geri; Capogrosso, Luigi; Demrozi, Florenc; Kindt, Philipp H.; Masrur, Alejandro; Fummi, Franco; Cristani, Marco; Pravadelli, Graziano

(2023)

Towards Deep Learning-based Occupancy Detection Via WiFi Sensing in Unconstrained Environments.

Design, Automation and Test in Europe (DATE).

ISSN 1530-1591.

DOI: 10.23919/DATE56975.2023.10137260

Turetta, Cristian; Demrozi, Florenc; Franceschi, Sofia; Zamboni, Davide; Pravadelli, Graziano

(2023)

Non-Invasive Monitoring of Alzheimer’s patients through WiFi Channel State Information.

2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI).

ISSN 2836-7936.

DOI: 10.1109/IWASI58316.2023.10164475

Mantovani, Elisa; Demrozi, Florenc; Hertz, Daniel L.; Turetta, Cristian; Ferro, Omar; Argyriou, Andreas A.; Pravadelli, Graziano; Tamburin, Stefano

(2022)

Wearables, sensors, and smart devices for the detection and monitoring of chemotherapy-induced peripheral neurotoxicity: Systematic review and directions for future research.

Journal of the peripheral nervous system.

ISSN 1085-9489.

DOI: 10.1111/jns.12518