Andrea Vinci

Orcid: 0000-0002-1011-1885

According to our database1, Andrea Vinci authored at least 61 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Multi-density crime predictor: an approach to forecast criminal activities in multi-density crime hotspots.
J. Big Data, December, 2024

Assessing Quantum Computing Performance for Energy Optimization in a Prosumer Community.
IEEE Trans. Smart Grid, January, 2024

Leveraging distributed AI for multi-occupancy prediction in Cognitive Buildings.
Internet Things, 2024

A scalable multi-density clustering approach to detect city hotspots in a smart city.
Future Gener. Comput. Syst., 2024

Developing Cross-Platform and Fast-Responsive Applications on the Edge-Cloud Continuum.
Proceedings of the 15th IFIP Wireless and Mobile Networking Conference, 2024

Tutorial on Variational Quantum Algorithms for Resource Management in Cloud/Edge Architectures.
Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing, 2024

Design of Platform-Independent IoT Applications in the Edge-Cloud Continuum.
Proceedings of the 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2024

2023
When edge intelligence meets cognitive buildings: The COGITO platform.
Internet Things, December, 2023

Pursuing Energy Saving and Thermal Comfort With a Human-Driven DRL Approach.
IEEE Trans. Hum. Mach. Syst., August, 2023

Detecting Multi-Density Urban Hotspots in a Smart City: Approaches, Challenges and Applications.
Big Data Cogn. Comput., March, 2023

Optimal Coordination and Discount Allocation in Residential Renewable Energy Communities with Smart Home Appliances.
CoRR, 2023

Blockchain-Empowered PSO for Scalable Swarm Robotics.
Proceedings of the Artificial Life and Evolutionary Computation, 2023

Quantum Computing Management of a Cloud/Edge Architecture.
Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023

Room Occupancy Prediction Leveraging LSTM: An Approach for Cognitive and Self-Adapting Buildings.
Proceedings of the IoT Edge Solutions for Cognitive Buildings, 2023

Development of Indoor Smart Environments Leveraging the Internet of Things and Artificial Intelligence: A Case Study.
Proceedings of the IoT Edge Solutions for Cognitive Buildings, 2023

COGITO: A Platform for Developing Cognitive Environments.
Proceedings of the IoT Edge Solutions for Cognitive Buildings, 2023

2022
Epidemic forecasting based on mobility patterns: an approach and experimental evaluation on COVID-19 Data.
Soc. Netw. Anal. Min., 2022

Smart Monitoring and Control in the Future Internet of Things.
Sensors, 2022

Multi-density urban hotspots detection in smart cities: A data-driven approach and experiments.
Pervasive Mob. Comput., 2022

Collaborative Learning over Cellular Automata.
Proceedings of the Artificial Life and Evolutionary Computation - 16th Italian Workshop, 2022

Occupancy Prediction in Buildings: An approach leveraging LSTM and Federated Learning.
Proceedings of the IEEE Intl. Conf. on Dependable, 2022

Exploiting mobility data to forecast Covid-19 spread.
Proceedings of the IEEE Intl. Conf. on Dependable, 2022

2021
Towards Parallel Multi-density Clustering for Urban Hotspots Detection.
Proceedings of the 29th Euromicro International Conference on Parallel, 2021

Balancing Energy Consumption and Thermal Comfort with Deep Reinforcement Learning.
Proceedings of the 2nd IEEE International Conference on Human-Machine Systems, 2021

2020
Discovering Multi-density Urban Hotspots in a Smart City.
Proceedings of the IEEE International Conference on Smart Computing, 2020

Thermal comfort management leveraging deep reinforcement learning and human-in-the-loop.
Proceedings of the IEEE International Conference on Human-Machine Systems, 2020

An Energy Management System at the Edge based on Reinforcement Learning.
Proceedings of the 24th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2020

2019
Spatio-temporal crime predictions in smart cities: A data-driven approach and experiments.
Pervasive Mob. Comput., 2019

Data analytics for energy-efficient clouds: design, implementation and evaluation.
Int. J. Parallel Emergent Distributed Syst., 2019

ITEMa: A methodological approach for cognitive edge computing IoT ecosystems.
Future Gener. Comput. Syst., 2019

A Cognitive Enabled, Edge-Computing Architecture for Future Generation IoT Environments.
Proceedings of the 5th IEEE World Forum on Internet of Things, 2019

Simplified State Space Building Energy Model and Transfer Learning Based Occupancy Estimation for HVAC Optimal Control.
Proceedings of the 5th IEEE International forum on Research and Technology for Society and Industry, 2019

Hierarchical Clustering of Spatial Urban Data.
Proceedings of the Numerical Computations: Theory and Algorithms, 2019

A Comparative Analysis of Classification and Regression Models for Energy-Efficient Clouds.
Proceedings of the 16th IEEE International Conference on Networking, Sensing and Control, 2019

Comfort-aware Cognitive Buildings Leveraging Deep Reinforcement Learning.
Proceedings of the 23rd IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications DS-RT 2019, 2019

A Social and Pervasive IoT Platform for Developing Smart Environments.
Proceedings of the Internet of Things for Smart Urban Ecosystems., 2019

2018
Edge Computing and Social Internet of Things for Large-Scale Smart Environments Development.
IEEE Internet Things J., 2018

Cognitive smart environment: an approach based on concept hierarchies and sensor data fusion.
Int. J. Simul. Process. Model., 2018

A Data-Driven Approach for Spatio-Temporal Crime Predictions in Smart Cities.
Proceedings of the 2018 IEEE International Conference on Smart Computing, 2018

Design and Validation of a Detailed Building Thermal Model Considering Occupancy and Temperature Sensors.
Proceedings of the 4th IEEE International Forum on Research and Technology for Society and Industry, 2018

IoT-Centric Edge Computing for Context-Aware Smart Environments.
Proceedings of the 2018 IEEE International Congress on Internet of Things, 2018

A Metamodel Framework for Edge-Based Smart Environments.
Proceedings of the 2018 IEEE International Conference on Cloud Engineering, 2018

2017
A distributed real-time approach for mitigating CSO and flooding in urban drainage systems.
J. Netw. Comput. Appl., 2017

An edge-based platform for dynamic Smart City applications.
Future Gener. Comput. Syst., 2017

Metamodeling of Smart Environments: from design to implementation.
Adv. Eng. Informatics, 2017

A Nature-Inspired, Anytime and Parallel Algorithm for Data Stream Clustering.
Proceedings of the Parallel Computing is Everywhere, 2017

A Scalable Agent-Based Smart Environment for Edge-Based Urban IoT Systems.
Proceedings of the Interoperability, Safety and Security in IoT, 2017

Exploiting the SEM Framework for Modeling Smart Cities.
Proceedings of the Internet and Distributed Computing Systems, 2017

An edge-based approach to develop large-scale smart environments by leveraging SIoT.
Proceedings of the 14th IEEE International Conference on Networking, Sensing and Control, 2017

2016
On the Design of Smart Homes: A Framework for Activity Recognition in Home Environment.
J. Medical Syst., 2016

iSapiens: A platform for social and pervasive smart environments.
Proceedings of the 3rd IEEE World Forum on Internet of Things, 2016

Edge enabled development of Smart Cyber-Physical Environments.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Smart Agents and Fog Computing for Smart City Applications.
Proceedings of the Smart Cities - First International Conference, Smart-CT 2016, Málaga, 2016

A meta-model framework for the design and analysis of smart cyber-physical environments.
Proceedings of the 20th IEEE International Conference on Computer Supported Cooperative Work in Design, 2016

A Smart Platform for Large-Scale Cyber-Physical Systems.
Proceedings of the Management of Cyber Physical Objects in the Future Internet of Things, 2016

2015
A Data Analytics Schema for Activity Recognition in Smart Home Environments.
Proceedings of the Ubiquitous Computing and Ambient Intelligence. Sensing, Processing, and Using Environmental Information, 2015

Twitter to integrate human and Smart Objects by a Web of Things architecture.
Proceedings of the 19th IEEE International Conference on Computer Supported Cooperative Work in Design, 2015

Pattern Detection in Cyber-Physical Systems.
Proceedings of the 6th International Conference on Ambient Systems, 2015

2014
Designing Cyber-Physical Systems for Smart Infrastructures: The Rainbow Platform.
ERCIM News, 2014

Rainbow: an Intelligent Platform for Large-Scale Networked Cyber-Physical Systems.
Proceedings of the 5th International Workshop on Networks of Cooperating Objects for Smart Cities (UBICITEC 2014) co-located with CPSWeek 2014, 2014

A Cyber-Physical System for Distributed Real-Time Control of Urban Drainage Networks in Smart Cities.
Proceedings of the Internet and Distributed Computing Systems, 2014


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