Research Output

Publications

Full publication list. Auto-updated from Google Scholar via GitHub Actions.

50Total
15Journal Articles
29Conference Papers
3Books
Last updated: 2026-04-10 · View on Google Scholar →
2026
Conference C1

A Multi-Sensor Approach for Soft Labeling in Human Activity Recognition Domain

Iervasi M., Turetta C., Pravadelli G., Demrozi F.
Design, Automation & Test in Europe (DATE 2026)
2026
Journal J1

A multi-level annotated sensor dataset of gait freezing manifestations and severity in Parkinson's disease

Borzì L., Demrozi F., Bacchin R.A., Turetta C., Tebaldi M., Sigcha L., Zolfaghari S., Rinaldi D., Fazzina G., Balestro G., et al.
Scientific Data
2025
Conference C5

Exploring Parkinson's Disease Datasets: Key Findings, Challenges, and Recommendations for Motor Symptom Analysis

Tebaldi M., Borzì L., Olmo G., Giugno R., Pravadelli G., Demrozi F.
47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2025)
↗ DOI: 10.1109/EMBC58623.2025.11252635
2025
Conference C4

Few-Shot Learning for Hand-Based Micro Activity Recognition

Demrozi F., Al Machot F.
IEEE International Conference on Omni-layer Intelligent Systems (COINS 2025)
2025
Conference C3

AI-based recognition of daily activities in Parkinson's disease using wearable inertial sensors

Borzi L., Tebaldi M., Demrozi F.
International Conference on Frontiers of Artificial Intelligence, Ethics, and Multidisciplinary Applications. Springer
2025
★ Best Paper Award Conference C2

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

Turetta C., Ali M.T., Demrozi F., Pravadelli G.
Design, Automation & Test in Europe (DATE 2025)
2025
Journal J5

Cueing Technologies in Parkinson's Disease: A Systematic Review

Iervasi M., Grødem J.M., Borzì L., Alves G.W., Eftestøl T., Demrozi F.
IEEE Access
↗ DOI: 10.1109/ACCESS.2025.3647133
2025
Journal J4

Multimodal AI (MMAI) for Next-Generation Healthcare: Data Domains, Algorithms, Challenges, and Future Perspectives

Demrozi F., Farmanbar M., Engan K.
Current Opinion in Biomedical Engineering, p. 100632. ISSN: 2468-4511
2025
Journal J3

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

Borzì L., Sigcha L., Firouzi F., Olmo G., Demrozi F.
Computers and Electrical Engineering, vol. 127, p. 110530
2025
Journal J2

Freezing of gait detection: the effect of sensor type, position, activities, datasets, and machine learning model

Borzi L., Demrozi F., Bacchin R.A., Turetta C., Sigcha L., Rinaldi D., Fazzina G., Balestro G., Picelli A., Pravadelli G., Olmo G., Tamburin S., Lopiano L., Artusi C.A.
Journal of Parkinson's Disease
↗ View publication
2024
Book B2

High-tech personalized healthcare in movement disorders

Zampogna A., Borzì L., Soares C., Demrozi F.
Book
2024
Book B1

Recent Advances in Machine Learning Techniques and Sensor Applications for Human Emotion, Activity Recognition and Support

Kyamakya K., Al Machot F., Ullah H., Demrozi F.
Book
2024
Conference C11

Environmental Microchanges in WiFi Sensing

Turetta C., Kindt P.H., Masrur A., Chakraborty S., Pravadelli G., Demrozi F.
Design, Automation & Test in Europe (DATE 2024)
2024
Conference C10

Enhancing Freezing of Gait Detection in Parkinson's Through Fine-Tuned Deep Learning Models

Tebaldi M., Pravadelli G., Demrozi F., Giugno R., Turetta C.
IEEE International Conference on Digital Health (ICDH 2024), pp. 87–94
2024
Conference C9

WirelessEye – Seeing over WiFi Made Accessible

Kindt P.H., Turetta C., Demrozi F., Masrur A., Pravadelli G., Chakraborty S.
IEEE PerCom Workshops 2024, pp. 562–567
↗ DOI: 10.1109/PerComWorkshops59983.2024.10503162
2024
Conference C8

Artifact: WirelessEye – Seeing over WiFi Made Accessible

Kindt P.H., Turetta C., Demrozi F., Masrur A., Pravadelli G., Chakraborty S.
IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom 2024), pp. 15–16
↗ DOI: 10.1109/PerComWorkshops59983.2024.10502539
2024
Conference C7

An enhanced subject-independent approach for hand-based micro activities recognition

Demrozi F., Al Machot F.
IEEE International Conference on Omni-layer Intelligent Systems (COINS 2024)
2024
Conference C6

Recognizing hand-based micro activities using wrist-worn inertial sensors: a zero-shot learning approach

Al Machot F., Ullah H., Demrozi F.
Essays Dedicated to Tiziana Margaria on the Occasion of Her 60th Birthday. Springer, pp. 215–234
2024
Journal J8

B-HAR: an open-source baseline framework for in-depth study of human activity recognition datasets and workflows

Turetta C., Demrozi F., Pravadelli G.
IEEE Access
↗ DOI: 10.1109/ACCESS.2024.3496497
2024
Journal J7

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

Cunico F., Aldegheri S., Avogaro A., Boldo M., Bombieri N., Capogrosso L., Demrozi F., et al.
IEEE Access
2024
Journal J6

ICT-based solutions for Alzheimer's Disease Care: A systematic review

Ali M.T., Turetta C., Pravadelli G., Demrozi F.
IEEE Access
2023
Book B3

Wearable Sensors for Supporting Diagnosis, Prognosis, and Monitoring of Neurodegenerative Diseases

Olmo G., Demrozi F., Borzì L.
Book
2023
Preprint P2

A Dataset on CSI-based Activity Recognition in Real-World Environments

Demrozi F., Turetta C., Masrur A., Schmidhammer M., Gentner C., Chakraborty S., Pravadelli G., Kindt P.
Preprint
2023
Preprint P1

A comprehensive review of automated data annotation techniques in human activity recognition

Demrozi F., Turetta C., Al Machot F., Pravadelli G., Kindt P.H.
Preprint
2023
Conference C16

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

Turetta C., Skenderi G., Capogrosso L., Demrozi F., Kindt P.H., Masrur A., Fummi F., Cristani M., Pravadelli G.
Design, Automation & Test in Europe (DATE 2023)
2023
Conference C15

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

Turetta C., Demrozi F., Franceschi S., Zamboni D., Pravadelli G.
9th International Workshop on Advances in Sensors and Interfaces (IWASI 2023), pp. 103–108
2023
Conference C14

CNN-based human activity recognition on edge computing devices

Singh A., Margaria T., Demrozi F.
IEEE International Conference on Omni-layer Intelligent Systems (COINS 2023)
2023
Conference C13

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

Demrozi F., Turetta C., Pravadelli G.
IEEE International Conference on Digital Health (ICDH 2023), pp. 75–80
2023
Conference C12

Experiences from the first delivery of a new immersive software engineering course: mathematical foundations and data analytics

Demrozi F., Marchisio M., Margaria T., Sacchet M.
IEEE COMPSAC 2023, pp. 1576–1581
2023
Journal J11

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

Demrozi F., Turetta C., Kindt P.H., Chiarani F., Bacchin R., Valè N., Pascucci F., Cesari P., Smania N., Tamburin S., et al.
IEEE Transactions on Emerging Topics in Computing
2023
Journal J10

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

Demrozi F., Turetta C., Pravadelli G.
SN Computer Science, 5(1), p. 42
2023
Journal J9

Towards Posture and Gait Evaluation through Wearable-Based Biofeedback Technologies

Cesari P., Cristani M., Demrozi F., Pascucci F., Picotti P.M., Pravadelli G., Tomazzoli C., Turetta C., Workneh T.C., Zenti L.
Electronics, 12(3), p. 644
2022
Conference C20

Practical identity recognition using WiFi's channel state information

Turetta C., Demrozi F., Kindt P.H., Masrur A., Pravadelli G.
Design, Automation & Test in Europe (DATE 2022), pp. 76–79
2022
Conference C19

Integrating wearable and camera based monitoring in the digital twin for safety assessment in Industry 4.0

Boldo M., Bombieri N., Centomo S., De Marchi M., Demrozi F., Pravadelli G., Quaglia D., Turetta C.
International Symposium on Leveraging Applications of Formal Methods. Springer, pp. 184–194
2022
Conference C18

A virtual coaching platform to support therapy compliance in obesity

Bissoli L., Bonacina D., Dalla Riva N., Demrozi F., Jereghi M., Marchiotto N., Perbellini G., Pernice B., Pizzocaro E., Pravadelli G., et al.
IEEE COMPSAC 2022, pp. 694–699
2022
★ Best Paper Candidate Conference C17

SHPIA: A Low-Cost Multi-purpose Smart Home Platform for Intelligent Applications

Demrozi F., Pravadelli G.
IFIP International Internet of Things Conference. Springer, pp. 217–234
2022
Journal J12

Wearables, sensors, and smart devices for detection and monitoring of chemotherapy-induced peripheral neurotoxicity: Systematic review

Mantovani E., Demrozi F., Hertz D.L., Turetta C., Ferro O., Argyriou A.A., Pravadelli G., Tamburin S.
Journal of the Peripheral Nervous System, 27(4), pp. 238–258
2021
Conference C23

Exploiting bluetooth low energy smart tags for virtual coaching

Demrozi F., Serlonghi N., Turetta C., Pravadelli C., Pravadelli G.
IEEE 7th World Forum on Internet of Things (WF-IoT 2021), pp. 470–475
2021
Conference C22

Towards the automatic data annotation for human activity recognition based on wearables and BLE beacons

Demrozi F., Jereghi M., Pravadelli G.
IEEE International Symposium on Inertial Sensors and Systems (INERTIAL 2021)
2021
Conference C21

A low-cost BLE-based distance estimation, occupancy detection and counting system

Demrozi F., Chiarani F., Pravadelli G.
Design, Automation & Test in Europe (DATE 2021), pp. 1430–1433
2021
Journal J13

Estimating indoor occupancy through low-cost BLE devices

Demrozi F., Turetta C., Chiarani F., Kindt P.H., Pravadelli G.
IEEE Sensors Journal, 21(15), pp. 17053–17063
2020
Thesis T1

An IoT based Virtual Coaching System (VSC) for Assisting Activities of Daily Life

Demrozi F.
Ph.D. Thesis, University of Verona
2020
Conference C24

Joint Distribution and Transitions of Pain and Activity in Critically Ill Patients

Demrozi F., Pravadelli G., Tighe P.J., Bihorac A., Rashidi P.
42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2020), pp. 4534–4538
2020
Journal J14

Human activity recognition using inertial, physiological and environmental sensors: A comprehensive survey

Demrozi F., Pravadelli G., Bihorac A., Rashidi P.
IEEE Access, vol. 8, pp. 210816–210836
2019
Conference C25

An indoor localization system to detect areas causing the freezing of gait in Parkinsonians

Demrozi F., Bragoi V., Tramarin F., Pravadelli G.
Design, Automation & Test in Europe (DATE 2019), pp. 952–955
2019
Journal J15

Toward a wearable system for predicting freezing of gait in people affected by Parkinson's disease

Demrozi F., Bacchin R., Tamburin S., Cristani M., Pravadelli G.
IEEE Journal of Biomedical and Health Informatics, 24(9), pp. 2444–2451
2018
Conference C27

A graph-based approach for mobile localization exploiting real and virtual landmarks

Demrozi F., Costa K., Tramarin F., Pravadelli G.
IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC 2018), pp. 249–254
2018
Conference C26

ONTO-PLC: An ontology-driven methodology for converting PLC industrial plants to IoT

Cristani M., Demrozi F., Tomazzoli C.
Elsevier, vol. 126, pp. 527–536
2017
Conference C28

Exploiting sub-graph isomorphism and probabilistic neural networks for the detection of hardware Trojans at RTL

Demrozi F., Zucchelli R., Pravadelli G.
IEEE International High Level Design Validation and Test Workshop (HLDVT 2017), pp. 67–73
2016
Conference C29

Automatic generation of self-adaptive transactors from PSL assertions

Demrozi F., Pravadelli G., Stefanni F.
Forum on Specification and Design Languages (FDL 2016)
Full List on Google Scholar → ResearchGate