Giandomenico Spezzano

Orcid: 0000-0002-2518-5510

According to our database1, Giandomenico Spezzano authored at least 142 papers between 1990 and 2023.

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Bibliography

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

HED-FL: A hierarchical, energy efficient, and dynamic approach for edge Federated Learning.
Pervasive Mob. Comput., 2023

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

Occupancy Prediction in Multi-Occupant IoT Environments Leveraging Federated Learning.
Proceedings of the IEEE Intl Conf on Dependable, 2023

Cognitive Cameras on the Edge for Crowd Physical Distancing Monitoring in the Covid-19 Era.
Proceedings of the 14th International Conference on Ambient Systems, 2023

Edge Intelligence Against COVID-19: A Smart University Campus Case Study.
Proceedings of the IoT Edge Solutions for Cognitive Buildings, 2023

Human-Centered Reinforcement Learning for Lighting and Blind Control in Cognitive Buildings.
Proceedings of the IoT Edge Solutions for Cognitive Buildings, 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
Smart Technologies for Water Resource Management: An Overview.
Sensors, 2022

IoT Platforms and Security: An Analysis of the Leading Industrial/Commercial Solutions.
Sensors, 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

2021
Internet of Things as System of Systems: A Review of Methodologies, Frameworks, Platforms, and Tools.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Cloud- and Edge-based ERP systems for Industrial Internet of Things and Smart Factory.
Proceedings of the 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), Virtual Event / Upper Austria University of Applied Sciences - Hagenberg Campus, 2021

A Review of Internet of Things Platforms Through the IoT-A Reference Architecture.
Proceedings of the Intelligent Distributed Computing XIV, 2021

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

A Novel Edge-based Multi-Layer Hierarchical Architecture for Federated Learning.
Proceedings of the IEEE Intl Conf on Dependable, 2021

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 Optimization Model for Efficient Energy Exchange in Energy Communities.
Proceedings of the Fifth International Conference on Fog and Mobile Edge Computing, 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
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

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

Swarm Intelligence and IoT-Based Smart Cities: A Review.
Proceedings of the Internet of Things for Smart Urban Ecosystems., 2019

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

2018
Swarm intelligence-based algorithms within IoT-based systems: A review.
J. Parallel Distributed Comput., 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

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

Parallel Execution of Space-Aware Applications in a Cloud Environment.
Proceedings of the 24th Euromicro International Conference on Parallel, 2016

Controlling swarms of medical nanorobots using CPPSO on a GPU.
Proceedings of the International Conference on High Performance Computing & Simulation, 2016

Concept Hierarchies For Sensor Data Fusion In The Cognitive IoT.
Proceedings of the 30th European Conference on Modelling and Simulation, 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

Using Service Clustering and Self-Adaptive MOPSO-CD for QoS-Aware Cloud Service Selection.
Proceedings of the 7th International Conference on Ambient Systems, 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

Strategies for Parallelizing Swarm Intelligence Algorithms.
Proceedings of the 23rd Euromicro International Conference on Parallel, 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

Service-Oriented Middleware for the Cooperation of Smart Objects and Web Services.
Proceedings of the Internet of Things Based on Smart Objects, 2014

2013
A single pass algorithm for clustering evolving data streams based on swarm intelligence.
Data Min. Knowl. Discov., 2013

2011
An Autonomic Management System for Choreography-based Workflows on Grids and Clouds.
Proceedings of the Applications, Tools and Techniques on the Road to Exascale Computing, Proceedings of the conference ParCo 2011, 31 August, 2011

Autonomic management of workflows on hybrid Grid-Cloud infrastructure.
Proceedings of the 7th International Conference on Network and Service Management, 2011

2010
An ensemble-based evolutionary framework for coping with distributed intrusion detection.
Genet. Program. Evolvable Mach., 2010

A grid portal for solving geoscience problems using distributed knowledge discovery services.
Future Gener. Comput. Syst., 2010

Using Self-similarity to Adapt Evolutionary Ensembles for the Distributed Classification of Data Streams.
Proceedings of the ICEC 2010 - Proceedings of the International Conference on Evolutionary Computation, [part of the International Joint Conference on Computational Intelligence IJCCI 2010], Valencia, Spain, October 24, 2010

Distributed Systems and Algorithms.
Proceedings of the Euro-Par 2010 - Parallel Processing, 16th International Euro-Par Conference, Ischia, Italy, August 31, 2010

A Proximity-Based Self-Organizing Framework for Service Composition and Discovery.
Proceedings of the 10th IEEE/ACM International Conference on Cluster, 2010

2009
An adaptive flocking algorithm for performing approximate clustering.
Inf. Sci., 2009

Processing Applications Composed of Web/Grid Services by Distributed Autonomic and Self-organizing Workflow Engines.
Proceedings of the Parallel Computing: From Multicores and GPU's to Petascale, 2009

FlockStream: A Bio-Inspired Algorithm for Clustering Evolving Data Streams.
Proceedings of the ICTAI 2009, 2009

2008
Training Distributed GP Ensemble With a Selective Algorithm Based on Clustering and Pruning for Pattern Classification.
IEEE Trans. Evol. Comput., 2008

Towards a Self-structured Grid: An Ant-Inspired P2P Algorithm.
Trans. Comp. Sys. Biology, 2008

So-Grid: A self-organizing Grid featuring bio-inspired algorithms.
ACM Trans. Auton. Adapt. Syst., 2008

Building a Peer-to-peer Information System in Grids via Self-organizing Agents.
J. Grid Comput., 2008

Reorganization and discovery of grid information with epidemic tuning.
Future Gener. Comput. Syst., 2008

QoS-based dissemination of content in Grids.
Future Gener. Comput. Syst., 2008

Dissemination of Information with Fair Load Distribution in Self-organizing Grids.
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2008

2007
Spatial Sorting of Binary Metadata Documents via Nature-Inspired Agents in Grids.
Proceedings of the Nature Inspired Cooperative Strategies for Optimization (NICSO 2007), 2007

A decentralized ant-inspired approach for resource management and discovery in grids.
Multiagent Grid Syst., 2007

An autonomic tool for building self-organizing Grid-enabled applications.
Future Gener. Comput. Syst., 2007

An Adaptive Distributed Ensemble Approach to Mine Concept-Drifting Data Streams.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

Content-based mining for solving geoprocessing problems on grids.
Proceedings of the 2nd Workshop on the Use of P2P, 2007

Bio-inspired Grid Information System with Epidemic Tuning.
Proceedings of the Advances in Grid and Pervasive Computing, 2007

StreamGP: tracking evolving GP ensembles in distributed data streams using fractal dimension.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Mining Distributed Evolving Data Streams Using Fractal GP Ensembles.
Proceedings of the Genetic Programming, 10th European Conference, 2007

Antares: an Ant-Inspired P2P Information System for a Self-Structured Grid.
Proceedings of the 2nd International ICST Conference on Bio-Inspired Models of Network, 2007

2006
GP ensembles for large-scale data classification.
IEEE Trans. Evol. Comput., 2006

A model based on cellular automata for the parallel simulation of 3D unsaturated flow.
Parallel Comput., 2006

A Jxta Based Asynchronous Peer-to-Peer Implementation of Genetic Programming.
J. Softw., 2006

Discovering Categorized Resources in Grids by Self-Organizing Agents.
Int. Trans. Syst. Sci. Appl., 2006

A multidimensional flocking algorithm for clustering spatial data.
Proceedings of the 7th WOA 2006 Workshop, 2006

An Agent Based Semi-informed Protocol for Resource Discovery in Grids.
Proceedings of the Computational Science, 2006

Improving cooperative GP ensemble with clustering and pruning for pattern classification.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

P-CAGE: An Environment for Evolutionary Computation in Peer-to-Peer Systems.
Proceedings of the Genetic Programming, 9th European Conference, 2006

2005
Swarming Agents for Decentralized Clustering in Spatial Data.
Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005

Construction of a Peer-to-Peer Information System in Grids.
Proceedings of the Self-Organization and Autonomic Informatics (I), 2005

CAMELotGrid: A Grid-based PSE for Autonomic Cellular Applications.
Proceedings of the 13th Euromicro Workshop on Parallel, 2005

An Autonomic Middleware for Grid-Enabled Self-Organizing Applications.
Proceedings of the IASTED International Conference on Parallel and Distributed Computing and Networks, 2005

GP Ensemble for Distributed Intrusion Detection Systems.
Proceedings of the Pattern Recognition and Data Mining, 2005

Swarm-Based Distributed Clustering in Peer-to-Peer Systems.
Proceedings of the Artificial Evolution, 2005

2004
A General Architecture for Grid-Based PSE Toolkits.
Proceedings of the Applied Parallel Computing, 2004

Boosting Technique for Combining Cellular GP Classifiers.
Proceedings of the Genetic Programming, 7th European Conference, 2004

2003
A scalable cellular implementation of parallel genetic programming.
IEEE Trans. Evol. Comput., 2003

Simulation of a cellular landslide model with CAMELOT on high performance computers.
Parallel Comput., 2003

Swarming Agents for Discovering Clusters in Spatial Data.
Proceedings of the 2nd International Symposium on Parallel and Distributed Computing (ISPDC 2003), 2003

Ensemble Techniques for Parallel Genetic Programming Based Classifiers.
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003

Discovering Clusters in Spatial Data Using Swarm Intelligence.
Proceedings of the Advances in Artificial Life, 7th European Conference, 2003

Diversity analysis in cellular and multipopulation genetic programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2003

SPARROW: A Spatial Clustering Algorithm using Swarm Intelligence.
Proceedings of the 21st IASTED International Multi-Conference on Applied Informatics (AI 2003), 2003

2002
An Adaptive Flocking Algorithm for Spatial Clustering.
Proceedings of the Parallel Problem Solving from Nature, 2002

Improving Induction Decision Trees with Parallel Genetic Programming.
Proceedings of the 10th Euromicro Workshop on Parallel, 2002

Efficient Implementation of Cellular Algorithms on Reconfigurable Hardware.
Proceedings of the 10th Euromicro Workshop on Parallel, 2002

2001
Parallel hybrid method for SAT that couples genetic algorithms and local search.
IEEE Trans. Evol. Comput., 2001

Predictability of Cellular Programs Implemented with CAMELot.
Proceedings of the Ninth Euromicro Workshop on Parallel and Distributed Processing, 2001

Parallel Genetic Programming for Decision Tree Induction.
Proceedings of the 13th IEEE International Conference on Tools with Artificial Intelligence, 2001

CAGE: A Tool for Parallel Genetic Programming Applications.
Proceedings of the Genetic Programming, 4th European Conference, 2001

2000
CELLAR: a high level cellular programming language with regions.
Proceedings of the Eight Euromicro Workshop on Parallel and Distributed Processing, 2000

Genetic Programming and Simulated Annealing: A Hybrid Method to Evolve Decision Trees.
Proceedings of the Genetic Programming, European Conference, 2000

Scalability Analysis and Performance Prediction for Cellular Programs on Parallel Computers.
Proceedings of the Theoretical and Practical Issues on Cellular Automata, 2000

1999
Programming cellular automata algorithms on parallel computers.
Future Gener. Comput. Syst., 1999

A cellular environment for steering high performance scientific applications.
Proceedings of the Parallel Computing: Fundamentals & Applications, 1999

A Cellular Genetic Programming Approach to Classification.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999

1998
The CARPET Programming Environment for Solving Scientific Problems on Parallel Computers.
Scalable Comput. Pract. Exp., 1998

Designing parallel models of soil contamination by the CARPET language.
Future Gener. Comput. Syst., 1998

Evaluating and Modeling Communication Overhead of MPI Primitives on the Meiko CS-2.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 1998

Combining cellular genetic algorithms and local search for solving satisfiability problems.
Proceedings of the Tenth IEEE International Conference on Tools with Artificial Intelligence, 1998

Performance Evaluation and Modeling of MPI Communications on the Meiko CS-2.
Proceedings of the High-Performance Computing and Networking, 1998

Language Constructs and Run-Time System for Parallel Cellular Programming.
Proceedings of the Euro-Par '98 Parallel Processing, 1998

Solving the Satisfiability Problem by a Parallel Celluar Genetic Algorithm.
Proceedings of the 24th EUROMICRO '98 Conference, 1998

1997
High performance scientific computing by a parallel cellular environment.
Future Gener. Comput. Syst., 1997

Programming High Performance Models of Soil Contamination by a Cellular Automata Language.
Proceedings of the High-Performance Computing and Networking, 1997

1996
Parallel Simulation of Soil Contamination by Cellular Automata.
Proceedings of the Parcella 1996, 1996

A Parallel Cellular Environment for High Performance Scientific Computing.
Proceedings of the High-Performance Computing and Networking, 1996

A High-Level Language for Programming Cellular Algorithms on Parallel Machines.
Proceedings of the ACRI '96, 1996

1995
A Parallel Cellular Automata Environment on Multicomputers for Computational Science.
Parallel Comput., 1995

A Microscopic Freeway Traffic Simulator on a Highly Parallel System.
Proceedings of the Parallel Computing: State-of-the-Art and Perspectives, 1995

1993
A Dynamic Load Balancing Strategy for Massively Parallel Computers.
Proceedings of the PARLE '93, 1993

1992
A model of efficient asynchronous parallel algorithms on multicomputer systems.
Parallel Comput., 1992

High level communication mechanisms for distributed parallel computers from an adaptive message routing.
Future Gener. Comput. Syst., 1992

Design, implementation and evaluation of a deadlock-free routing algorithm for concurrent computers.
Concurr. Pract. Exp., 1992

Dynamic Process Scheduling in a Parallel Logic Machine.
Proceedings of the Workshop on Concurrent and Parallel Implementations (sessions A and B), 1992

1991
A parallel logic system on a multicomputer architecture.
Future Gener. Comput. Syst., 1991

1990
A Concurrent Programming Support for Distributed Systems.
Comput. Syst., 1990


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