Andrea Vinci

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 47

Top Topics

Reinforcement Learning

Top Venues

Future Gener. Comput. Syst.

Publications

Carlo Mastroianni, Francesco Plastina, Luigi Scarcello, Jacopo Settino, Andrea Vinci
Assessing Quantum Computing Performance for Energy Optimization in a Prosumer Community. IEEE Trans. Smart Grid 15 (1) (2024)
Eugenio Cesario, Paolo Lindia, Andrea Vinci
A scalable multi-density clustering approach to detect city hotspots in a smart city. Future Gener. Comput. Syst. 157 (2024)
Fabrizio Marozzo, Andrea Vinci
Design of Platform-Independent IoT Applications in the Edge-Cloud Continuum. DCOSS-IoT (2024)
Eugenio Cesario, Paolo Lindia, Andrea Vinci
Multi-density crime predictor: an approach to forecast criminal activities in multi-density crime hotspots. J. Big Data 11 (1) (2024)
Marica Amadeo, Franco Cicirelli, Antonio Guerrieri, Giuseppe Ruggeri, Giandomenico Spezzano, Andrea Vinci
When edge intelligence meets cognitive buildings: The COGITO platform. Internet Things 24 (2023)
Franco Cicirelli, Emilio Greco, Antonio Guerrieri, Antonio Francesco Gentile, Giandomenico Spezzano, Andrea Vinci
Blockchain-Empowered PSO for Scalable Swarm Robotics. WIVACE (2023)
Francesco Conte, Federico Silvestro, Andrea Vinci, Anna Rita Di Fazio
Optimal Coordination and Discount Allocation in Residential Renewable Energy Communities with Smart Home Appliances. CoRR (2023)
Eugenio Cesario, Paolo Lindia, Andrea Vinci
Detecting Multi-Density Urban Hotspots in a Smart City: Approaches, Challenges and Applications. Big Data Cogn. Comput. 7 (1) (2023)
Luigi Scarcello, Franco Cicirelli, Antonio Guerrieri, Carlo Mastroianni, Giandomenico Spezzano, Andrea Vinci
Pursuing Energy Saving and Thermal Comfort With a Human-Driven DRL Approach. IEEE Trans. Hum. Mach. Syst. 53 (4) (2023)
Carlo Mastroianni, Luigi Scarcello, Andrea Vinci
Quantum Computing Management of a Cloud/Edge Architecture. CF (2023)
Franco Cicirelli, Antonio Guerrieri, Andrea Vinci
Smart Monitoring and Control in the Future Internet of Things. Sensors 22 (1) (2022)
Eugenio Cesario, Paschal I. Uchubilo, Andrea Vinci, Xiaotian Zhu
Multi-density urban hotspots detection in smart cities: A data-driven approach and experiments. Pervasive Mob. Comput. 86 (2022)
Maria Pia Canino, Eugenio Cesario, Andrea Vinci, Shabnam Zarin
Exploiting mobility data to forecast Covid-19 spread. DASC/PiCom/CBDCom/CyberSciTech (2022)
Irfanullah Khan, Antonio Guerrieri, Giandomenico Spezzano, Andrea Vinci
Occupancy Prediction in Buildings: An approach leveraging LSTM and Federated Learning. DASC/PiCom/CBDCom/CyberSciTech (2022)
Maria Pia Canino, Eugenio Cesario, Andrea Vinci, Shabnam Zarin
Epidemic forecasting based on mobility patterns: an approach and experimental evaluation on COVID-19 Data. Soc. Netw. Anal. Min. 12 (1) (2022)
Franco Cicirelli, Emilio Greco, Antonio Guerrieri, Giandomenico Spezzano, Andrea Vinci
Collaborative Learning over Cellular Automata. WIVACE (2022)
Eugenio Cesario, Andrea Vinci, Shabnam Zarin
Towards Parallel Multi-density Clustering for Urban Hotspots Detection. PDP (2021)
Franco Cicirelli, Antonio Guerrieri, Carlo Mastroianni, Luigi Scarcello, Giandomenico Spezzano, Andrea Vinci
Balancing Energy Consumption and Thermal Comfort with Deep Reinforcement Learning. ICHMS (2021)
Franco Cicirelli, Antonio Francesco Gentile, Emilio Greco, Antonio Guerrieri, Giandomenico Spezzano, Andrea Vinci
An Energy Management System at the Edge based on Reinforcement Learning. DS-RT (2020)
Franco Cicirelli, Antonio Guerrieri, Carlo Mastroianni, Giandomenico Spezzano, Andrea Vinci
Thermal comfort management leveraging deep reinforcement learning and human-in-the-loop. ICHMS (2020)
Eugenio Cesario, Paschal I. Uchubilo, Andrea Vinci, Xiaotian Zhu
Discovering Multi-density Urban Hotspots in a Smart City. SMARTCOMP (2020)
Franco Cicirelli, Antonio Guerrieri, Giandomenico Spezzano, Andrea Vinci
A Cognitive Enabled, Edge-Computing Architecture for Future Generation IoT Environments. WF-IoT (2019)
Albino Altomare, Eugenio Cesario, Andrea Vinci
Data analytics for energy-efficient clouds: design, implementation and evaluation. Int. J. Parallel Emergent Distributed Syst. 34 (6) (2019)
Franco Cicirelli, Antonio Guerrieri, Alessandro Mercuri, Giandomenico Spezzano, Andrea Vinci
ITEMa: A methodological approach for cognitive edge computing IoT ecosystems. Future Gener. Comput. Syst. 92 (2019)
Franco Cicirelli, Antonio Guerrieri, Carlo Mastroianni, Fabio Palopoli, Giandomenico Spezzano, Andrea Vinci
Comfort-aware Cognitive Buildings Leveraging Deep Reinforcement Learning. DS-RT (2019)
Charlie Catlett, Eugenio Cesario, Domenico Talia, Andrea Vinci
Spatio-temporal crime predictions in smart cities: A data-driven approach and experiments. Pervasive Mob. Comput. 53 (2019)
Eugenio Cesario, Andrea Vinci
A Comparative Analysis of Classification and Regression Models for Energy-Efficient Clouds. ICNSC (2019)
Gabriele Mosaico, Matteo Saviozzi, Federico Silvestro, Andrea Bagnasco, Andrea Vinci
Simplified State Space Building Energy Model and Transfer Learning Based Occupancy Estimation for HVAC Optimal Control. RTSI (2019)
Eugenio Cesario, Andrea Vinci, Xiaotian Zhu
Hierarchical Clustering of Spatial Urban Data. NUMTA(1) (2019)
Andrea Bagnasco, Stefano Massucco, Matteo Saviozzi, Federico Silvestro, Andrea Vinci
Design and Validation of a Detailed Building Thermal Model Considering Occupancy and Temperature Sensors. RTSI (2018)
Franco Cicirelli, Antonio Guerrieri, Alessandro Mercuri, Giandomenico Spezzano, Andrea Vinci
Cognitive smart environment: an approach based on concept hierarchies and sensor data fusion. Int. J. Simul. Process. Model. 13 (5) (2018)
Franco Cicirelli, Antonio Guerrieri, Alessandro Mercuri, Giandomenico Spezzano, Andrea Vinci
IoT-Centric Edge Computing for Context-Aware Smart Environments. ICIOT (2018)
Charlie Catlett, Eugenio Cesario, Domenico Talia, Andrea Vinci
A Data-Driven Approach for Spatio-Temporal Crime Predictions in Smart Cities. SMARTCOMP (2018)
Franco Cicirelli, Giancarlo Fortino, Antonio Guerrieri, Alessandro Mercuri, Giandomenico Spezzano, Andrea Vinci
A Metamodel Framework for Edge-Based Smart Environments. IC2E (2018)
Franco Cicirelli, Antonio Guerrieri, Giandomenico Spezzano, Andrea Vinci, Orazio Briante, Antonio Iera, Giuseppe Ruggeri
Edge Computing and Social Internet of Things for Large-Scale Smart Environments Development. IEEE Internet Things J. 5 (4) (2018)
Franco Cicirelli, Antonio Guerrieri, Giandomenico Spezzano, Andrea Vinci, Orazio Briante, Antonio Iera, Giuseppe Ruggeri
An edge-based approach to develop large-scale smart environments by leveraging SIoT. ICNSC (2017)
Giuseppina Garofalo, Andrea Giordano, Patrizia Piro, Giandomenico Spezzano, Andrea Vinci
A distributed real-time approach for mitigating CSO and flooding in urban drainage systems. J. Netw. Comput. Appl. 78 (2017)
Franco Cicirelli, Giancarlo Fortino, Antonio Guerrieri, Alessandro Mercuri, Giandomenico Spezzano, Andrea Vinci
Exploiting the SEM Framework for Modeling Smart Cities. IDCS (2017)
Franco Cicirelli, Antonio Guerrieri, Giandomenico Spezzano, Andrea Vinci
An edge-based platform for dynamic Smart City applications. Future Gener. Comput. Syst. 76 (2017)
Giandomenico Spezzano, Andrea Vinci
A Nature-Inspired, Anytime and Parallel Algorithm for Data Stream Clustering. PARCO (2017)
Franco Cicirelli, Giancarlo Fortino, Antonio Guerrieri, Giandomenico Spezzano, Andrea Vinci
Metamodeling of Smart Environments: from design to implementation. Adv. Eng. Informatics 33 (2017)
Franco Cicirelli, Giancarlo Fortino, Antonio Guerrieri, Giandomenico Spezzano, Andrea Vinci
A Scalable Agent-Based Smart Environment for Edge-Based Urban IoT Systems. InterIoT/SaSeIoT (2017)
Franco Cicirelli, Antonio Guerrieri, Giandomenico Spezzano, Andrea Vinci, Orazio Briante, Giuseppe Ruggeri
iSapiens: A platform for social and pervasive smart environments. WF-IoT (2016)
Franco Cicirelli, Giancarlo Fortino, Antonio Guerrieri, Giandomenico Spezzano, Andrea Vinci
Edge enabled development of Smart Cyber-Physical Environments. SMC (2016)
Franco Cicirelli, Giancarlo Fortino, Andrea Giordano, Antonio Guerrieri, Giandomenico Spezzano, Andrea Vinci
On the Design of Smart Homes: A Framework for Activity Recognition in Home Environment. J. Medical Syst. 40 (9) (2016)
Andrea Giordano, Giandomenico Spezzano, Andrea Vinci
Smart Agents and Fog Computing for Smart City Applications. Smart-CT (2016)
Franco Cicirelli, Giancarlo Fortino, Antonio Guerrieri, Giandomenico Spezzano, Andrea Vinci
A meta-model framework for the design and analysis of smart cyber-physical environments. CSCWD (2016)
Giandomenico Spezzano, Andrea Vinci
Pattern Detection in Cyber-Physical Systems. ANT/SEIT (2015)
Andrea Giordano, Giandomenico Spezzano, Harry Sunarsa, Andrea Vinci
Twitter to integrate human and Smart Objects by a Web of Things architecture. CSCWD (2015)
Giancarlo Fortino, Andrea Giordano, Antonio Guerrieri, Giandomenico Spezzano, Andrea Vinci
A Data Analytics Schema for Activity Recognition in Smart Home Environments. UCAmI (2015)
Andrea Giordano, Giandomenico Spezzano, Andrea Vinci
Rainbow: an Intelligent Platform for Large-Scale Networked Cyber-Physical Systems. UBICITEC (2014)
Andrea Giordano, Giandomenico Spezzano, Andrea Vinci
Designing Cyber-Physical Systems for Smart Infrastructures: The Rainbow Platform. ERCIM News 2014 (97) (2014)
Andrea Giordano, Giandomenico Spezzano, Andrea Vinci, Giuseppina Garofalo, Patrizia Piro
A Cyber-Physical System for Distributed Real-Time Control of Urban Drainage Networks in Smart Cities. IDCS (2014)