Post Doc. Researcher

Florenc Demrozi

Office

1.71

Telephone

+39 045 802 7048

Research Area

IoT4Care

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BIOGRAPHY

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).  

DOCUMENTS

RELATED PUBLICATIONS

Publication Project & Area

Recognizing Hand-Based Micro Activities Using Wrist-Worn Inertial Sensors: A Zero-Shot Learning Approach.

Fadi Al Machot, Habib Ullah, Florenc Demrozi

The Combined Power of Research, Education, and Dissemination, Conference and Workshop Papers, 2025



Edge-based freezing of gait recognition in Parkinson's disease.

Luigi Borzì, Luis Sigcha, Farshad Firouzi, Gabriella Olmo, Florenc Demrozi

Comput. Electr. Eng., Journal Articles, 2025



Few-Shot Learning for Hand-Based Micro Activity Recognition.

Florenc Demrozi, Fadi Al Machot

COINS, Conference and Workshop Papers, 2025



A Lightweight CNN for Real-Time Pre-Impact Fall Detection.

Cristian Turetta, Muhammad Toqeer Ali, Florenc Demrozi, Graziano Pravadelli

DATE, Conference and Workshop Papers, 2025



Environmental Microchanges in WiFi Sensing.

Cristian Turetta, Philipp H. Kindt, Alejandro Masrur, Samarjit Chakraborty, Graziano Pravadelli, Florenc Demrozi

DATE, Conference and Workshop Papers, 2024



Artifact: WirelessEye - Seeing over WiFi Made Accessible.

Philipp H. Kindt, Cristian Turetta, Florenc Demrozi, Alejandro Masrur, Graziano Pravadelli, Samarjit Chakraborty

PerCom Workshops, Conference and Workshop Papers, 2024



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

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

IEEE Access, Journal Articles, 2024

None

Internet of Things 4 Care

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

Florenc Demrozi, Cristian Turetta, Graziano Pravadelli

SN Comput. Sci., Journal Articles, 2024



WirelessEye - Seeing over WiFi Made Accessible.

Philipp H. Kindt, Cristian Turetta, Florenc Demrozi, Alejandro Masrur, Graziano Pravadelli, Samarjit Chakraborty

PerCom Workshops, Conference and Workshop Papers, 2024



CNN-based Human Activity Recognition on Edge Computing Devices.

Amandeep Singh, Tiziana Margaria, Florenc Demrozi

COINS, Conference and Workshop Papers, 2023

None

Internet of Things 4 Care

A Comprehensive Review of Automated Data Annotation Techniques in Human Activity Recognition.

Florenc Demrozi, Cristian Turetta, Fadi Al Machot, Graziano Pravadelli, Philipp H. Kindt

CoRR, Informal and Other Publications, 2023

None

Internet of Things 4 Care

Fostering Human Activity Recognition Workflows: An Open-Source Baseline Framework.

Florenc Demrozi, Cristian Turetta, Graziano Pravadelli

ICDH, Conference and Workshop Papers, 2023

None

Internet of Things 4 Care

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

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

DATE, Conference and Workshop Papers, 2023

None

Internet of Things 4 Care

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

Florenc Demrozi, Cristian Turetta, Philipp H. Kindt, Fabio Chiarani, Ruggero Angelo Bacchin, Nicola Valè, Francesco Pascucci, Paola Cesari, Nicola Smania, Stefano Tamburin, Graziano Pravadelli

IEEE Trans. Emerg. Top. Comput., Journal Articles, 2023



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

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

IWASI, Conference and Workshop Papers, 2023

None

Internet of Things 4 Care

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