Prof. Luca Vollero
Associate Professor of Information Processing Systems. His research focuses on distributed and embedded systems, computer communication systems and protocols, digital/graph signal processing, optimization of artificial intelligence algorithms, and their applications in industrial and biomedical fields.
Biography
Luca Vollero He graduated in Telecommunications Engineering at the University Federico II of Naples in 2001. He received his PhD in Computer and Automatic Engineering from the same University in 2005. In 2004 he was a "visiting student" at the "Departamento de Ingenieria Telematica" of the University Carlos III in Madrid (SPAIN). In 2005 he held the position of researcher at the laboratories of CINI (Consorzio Interuniversitario Nazionale per l'Informatica) in Naples. From September 2005 to January 2006 he held the role of researcher at the laboratories of NEC Europe in Heidelber (GERMANY). From 2006 to 2014 he held the role of university researcher at theUniversità Campus Bio-Medico di Roma. Since 2014, Luca Vollero is an associate professor at theUniversità Campus Bio-Medico di Roma.
Curriculum
Luca has been involved in several national (LABNET, QUASAR, WEB-MINDS) and international (E-NEXT, OneLab, CONTENT, DAYDALOS, NetQoS) projects. He is a member of the teaching staff of several Research Doctorates and is supervisor of several national and international doctoral theses. His current research interests concern wireless networks and high-performance networks, multimedia data processing, network protocol design and analysis, performance evaluation of distributed systems and protocols, image processing. He has published more than 100 papers on these topics in international conference proceedings and journals, and is a member of several international conference program committees. Luca is a member of the IEEE, IEEE Communications Society, IEEE Computer Society and the ACM.
PUBLICATIONS
- Sasso, D., Merone, M., Nicolai, E., Vollero, L., Sabatini, A. A benchmarking on Optofluidic microplastic pattern recognition: A systematic comparison between statistical detection models and ML-based algorithms (2024) IEEE Access, pp. 1-1.
- Giaccone, P., D'Antoni, F., Russo, F., Volpecina, M., Mallio, C.A., Papalia, G.F., Vadalà, G., Denaro, V., Vollero, L., Merone, M. Fully automated evaluation of paraspinal muscle morphology and composition in patients with low back pain (2024) Intelligence-Based Medicine, 9, art. No. 100130.
- Petrosino, L., Pescetelli, G., Fieramosca, Q., Valle, S. D., Merone, M., Vollero, L. dRAIN: A Distributed Reliable Architecture for IoT Networks (2024) IEEE Internet of Things Journal, 11 (1), pp. 1746-1760.
- La Monica, L., Cenerini, C., Vollero, L., Pennazza, G., Santonico, M., Keller, F. Development of a Universal Validation Protocol and an Open-Source Database for Multi-Contextual Facial Expression Recognition (2023) Sensors (Basel, Switzerland), 23 (20).
- Lodato, F., Colonna, N., Pennazza, G., Praticò, S., Santonico, M., Vollero, L., Pollino, M. Analysis of the Spatiotemporal Urban Expansion of the Rome Coastline through GEE and RF Algorithm, Using Landsat Imagery (2023) ISPRS International Journal of Geo-Information, 12 (4), art. No. 141.
- D'Angelis, O., Bacco, L., Vollero, L., Merone, M. Advancing ECG Biometrics Through Vision Transformers: A Confidence-Driven Approach (2023) IEEE Access, 11, pp. 140710-140721.
- D'Antoni, F., Bertazzoni, M., Vollero, L., Merone, M. Identification of the Optimal Meal Detection Strategy for Adults, Adolescents, and Children with Type 1 Diabetes: An in Silico Validation (2023) Proceedings - International Computer Software and Applications Conference, 2023-June, pp. 1725-1730.
- Sabatini, A., Bacco, L., Lotini, L., Palombo, G., Tomaso, G.D., Sabbadini, R., Merone, M., Vollero, L. Photoplethysmographic Signal Quality Assessment: a Comparative Study of Unsupervised and Supervised Neural Networks (2023) 2023 IEEE International Workshop on Metrology for Industry 4.0 and IoT, MetroInd4.0 and IoT 2023 - Proceedings, pp. 159-164.
- D'Angelis, O., Lapadula, V., Iacuitto, M., Ivziku, D., Sabatini, A., Vollero, L., Merone, M. Application of process mining in the management of inpatient analysis (2023) 2023 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2023 - Conference Proceedings.
- d'Angelis, O., Di Biase, L., Vollero, L., Merone, M. IoT architecture for continuous long term monitoring: Parkinson's Disease case study (2022) Internet of Things (Netherlands), 20, art. No. 100614.
- Pescetelli, G., Petrosino, L., Valle, SD, Ronga, G., Merone, M., Vollero, L. Framework for IoT ecosystems based on distributed ledger technologies and decentralized identifiers (2022) 2022 IEEE International Workshop on Metrology for Industry 4.0 and IoT, MetroInd 4.0 and IoT 2022 - Proceedings, pp. 87-91.
- Sabatini, A., Nicolai, E., Vollero, L. Online detection of floating microplastics in liquids (2022) 2022 IEEE International Workshop on Metrology for Industry 4.0 and IoT, MetroInd 4.0 and IoT 2022 - Proceedings, pp. 126-130.
- Sabatini, A., Vollero, L. GSP based subsampling of IoT sensor networks (2022) Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop, 2022-June, pp. 261-265.
- Sabatini, A., Zompanti, A., Grasso, S., Vollero, L., Pennazza, G., Santonico, M. Proof of concept study of an electrochemical sensor for inland water monitoring with a network approach (2021) Remote Sensing, 13 (20), art. No. 4026.
- Samuel, O.W., Asogbon, M.G., Geng, Y., Jiang, N., Mzurikwao, D., Zheng, Y., Wong, K.K.L., Vollero, L., Li, G. Decoding movement intention patterns based on spatiotemporal and adaptive filtering method towards active motor training in stroke rehabilitation systems (2021) Neural Computing and Applications, 33 (10), pp. 4793-4806.
