Giuseppe A. Trunfio

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 30

Top Topics

Cooperative Coevolution

Cellular Automata

Differential Evolution

Top Venues

J. Cell. Autom.

J. Comput. Sci.

Publications

Filippo Casu, Enrico Grosso, Andrea Lagorio, Giuseppe A. Trunfio
Optimizing and Evaluating Pre- Trained Large Language Models for Alzheimer's Disease Detection. PDP (2024)
Giansalvo Gusinu, Claudia Frau, Giuseppe A. Trunfio, Paolo Solla, Leonardo Antonio Sechi
Segmentation of Substantia Nigra in Brain Parenchyma Sonographic Images Using Deep Learning. J. Imaging 10 (1) (2024)
Ivan Blecic, Valeria Saiu, Giuseppe A. Trunfio
Enhancing Urban Walkability Assessment with Multimodal Large Language Models. ICCSA (Workshops 5) (2024)
Marjan Firouznia, Pietro Ruiu, Giuseppe A. Trunfio
Robust feature selection for high-dimensional datasets using a GPU-accelerated ensemble of cooperative coevolutionary optimizers. PDP (2023)
Marjan Firouznia, Javad Alikhani Koupaei, Karim Faez, Giuseppe A. Trunfio, Hamidreza Amindavar
Adaptive chaotic sampling particle filter to handle occlusion and fast motion in visual object tracking. Digit. Signal Process. 134 (2023)
Marjan Firouznia, Pietro Ruiu, Giuseppe A. Trunfio
Adaptive cooperative coevolutionary differential evolution for parallel feature selection in high-dimensional datasets. J. Supercomput. 79 (14) (2023)
Irene Georgiadi, Ioakeim G. Georgoudas, Giuseppe A. Trunfio, Georgios Ch. Sirakoulis
An Interactive Cellular Automata Based Application to Foster Sustainable Forms of Movement in the Urban Fabric. J. Cell. Autom. 16 (5-6) (2022)
Ivan Blecic, Arnaldo Cecchini, Valeria Saiu, Giuseppe A. Trunfio
Evaluating Territorial Capital of Fragile Territories: The Case of Sardinia. ICCSA (Workshops 3) (2022)
Marjan Firouznia, Giuseppe A. Trunfio
An Adaptive Cooperative Coevolutionary Algorithm for Parallel Feature Selection in High-Dimensional Datasets. PDP (2022)
Ivan Blecic, Valeria Saiu, Giuseppe A. Trunfio
Towards a High-Fidelity Assessment of Urban Green Spaces Walking Accessibility. ICCSA (4) (2020)
Irene Georgiadi, Giuseppe A. Trunfio, Ioakeim G. Georgoudas, Georgios Ch. Sirakoulis
A Customised Assessment Tool Based on Cellular Automata for the Visit-Ability of an Urban Environment. ACRI (2020)
Giuseppe A. Trunfio
Recent Trends in Modelling and Simulation with Machine Learning. PDP (2020)
William Spataro, Giuseppe A. Trunfio, Georgios Ch. Sirakoulis
Editorial on the Special Issue on Parallel Computing in Modelling and Simulation. J. Parallel Distributed Comput. 134 (2019)
Ivanoe De Falco, Antonio Della Cioppa, Giuseppe A. Trunfio
Investigating surrogate-assisted cooperative coevolution for large-Scale global optimization. Inf. Sci. 482 (2019)
Ioannis Gerakakis, Prodromos Gavriilidis, Nikolaos I. Dourvas, Ioakeim G. Georgoudas, Giuseppe A. Trunfio, Georgios Ch. Sirakoulis
Accelerating fuzzy cellular automata for modeling crowd dynamics. J. Comput. Sci. 32 (2019)
Ivan Blecic, Alessandra G. Santos, Ana Clara Moura, Giuseppe A. Trunfio
Multi-criteria Evaluation vs Perceived Urban Quality: An Exploratory Comparison. ICCSA (3) (2019)
Panagiota I. Kontou, Ioakeim G. Georgoudas, Giuseppe A. Trunfio, Georgios Ch. Sirakoulis
Cellular Automata Modelling of the Movement of People with Disabilities during Building Evacuation. PDP (2018)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio
Towards Automatic Assessment of Perceived Walkability. ICCSA (3) (2018)
Giuseppe A. Trunfio, William Spataro, Georgios Ch. Sirakoulis
Special issue on high performance computing in modeling and simulation. Concurr. Comput. Pract. Exp. 30 (7) (2018)
Gianluigi Folino, Giuseppe A. Trunfio
Special issue on evolutionary multi-objective optimization and applications in big data. Appl. Soft Comput. 69 (2018)
Ivanoe De Falco, Giuseppe De Pietro, Giovanna Sannino, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa, Giuseppe A. Trunfio
Deep Neural Network Hyper-Parameter Setting for Classification of Obstructive Sleep Apnea Episodes. ISCC (2018)
William Spataro, Giuseppe A. Trunfio, Georgios Ch. Sirakoulis
High performance computing in modelling and simulation. Int. J. High Perform. Comput. Appl. 31 (2) (2017)
Vasileios G. Ntinas, Byron E. Moutafis, Giuseppe A. Trunfio, Georgios Ch. Sirakoulis
Parallel fuzzy cellular automata for data-driven simulation of wildfire spreading. J. Comput. Sci. 21 (2017)
Ivanoe De Falco, Antonio Della Cioppa, Giuseppe A. Trunfio
Large scale optimization of computationally expensive functions: an approach based on parallel cooperative coevolution and fitness metamodeling. GECCO (Companion) (2017)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio
Computer-Aided Drafting of Urban Designs for Walkability. ICCSA (4) (2017)
Isaac Koumis, Ioakeim G. Georgoudas, Giuseppe A. Trunfio, Jaroslaw Was, Georgios Ch. Sirakoulis
A GPU Implemented 3F Cellular Automata-Based Model for a 2D Evacuation Simulation Pattern. PDP (2017)
Prodromos Gavriilidis, Ioannis Gerakakis, Ioakeim G. Georgoudas, Giuseppe A. Trunfio, Georgios Ch. Sirakoulis
A Fuzzy Logic Inspired Cellular Automata Based Model for Simulating Crowd Evacuation Processes. PPAM (2) (2017)
Ivan Blecic, Dario Canu, Arnaldo Cecchini, Tanja Congiu, Giovanna Fancello, Stefania Mauro, Sara Levi Sacerdotti, Giuseppe A. Trunfio
Coupling Surveys with GPS Tracking to Explore Tourists' Spatio-Temporal Behaviour. ICCSA (4) (2016)
Giuseppe A. Trunfio, Pawel Topa, Jaroslaw Was
A new algorithm for adapting the configuration of subcomponents in large-scale optimization with cooperative coevolution. Inf. Sci. 372 (2016)
Giuseppe A. Trunfio, Georgios Ch. Sirakoulis
Computing Multiple Accumulated Cost Surfaces with Graphics Processing Units. PDP (2016)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio
Multi-Agent Based Modelling of an Endogenous-Money Economy. Comput. Informatics 34 (6) (2015)
Vasileios G. Ntinas, Byron E. Moutafis, Giuseppe A. Trunfio, Georgios Ch. Sirakoulis
GPU and FPGA Parallelization of Fuzzy Cellular Automata for the Simulation of Wildfire Spreading. PPAM (2) (2015)
Giuseppe A. Trunfio
A Cooperative Coevolutionary Differential Evolution Algorithm with Adaptive Subcomponents. ICCS (2015)
Ivan Blecic, Arnaldo Cecchini, Tanja Congiu, Giovanna Fancello, Giuseppe A. Trunfio
Evaluating walkability: a capability-wise planning and design support system. Int. J. Geogr. Inf. Sci. 29 (8) (2015)
Giuseppe Filippone, William Spataro, Donato D'Ambrosio, Davide Spataro, Davide Marocco, Giuseppe A. Trunfio
CUDA Dynamic Active Thread List Strategy to Accelerate Debris Flow Simulations. PDP (2015)
Giuseppe A. Trunfio
An Effective Approach for Adapting the Size of Subcomponents in Large-Scale Optimization with Cooperative Coevolution. GECCO (Companion) (2015)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio
How much past to see the future: a computational study in calibrating urban cellular automata. Int. J. Geogr. Inf. Sci. 29 (3) (2015)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio
Towards a Design Support System for Urban Walkability. ICCS (2015)
Ivan Blecic, Arnaldo Cecchini, Tanja Congiu, Francesco Fancello, Giovanna Fancello, Giuseppe A. Trunfio
Walkability Explorer: Application to a Case-Study. ICCSA (3) (2015)
Bachisio Arca, Tiziano Ghisu, Giuseppe A. Trunfio
GPU-accelerated multi-objective optimization of fuel treatments for mitigating wildfire hazard. J. Comput. Sci. 11 (2015)
Maria Vittoria Avolio, Salvatore Di Gregorio, Giuseppe A. Trunfio
A Randomized Approach to Improve the Accuracy of Wildfire Simulations Using Cellular Automata. J. Cell. Autom. 9 (2-3) (2014)
Ivan Blecic, Arnaldo Cecchini, Matthias Falk, Serena Marras, David R. Pyles, Donatella Spano, Giuseppe A. Trunfio
Urban metabolism and climate change: A planning support system. Int. J. Appl. Earth Obs. Geoinformation 26 (2014)
Giuseppe A. Trunfio
Enhancing the firefly algorithm through a cooperative coevolutionary approach: an empirical study on benchmark optimisation problems. Int. J. Bio Inspired Comput. 6 (2) (2014)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio, Emmanuil Verigos
Urban Cellular Automata with Irregular Space of Proximities. J. Cell. Autom. 9 (2-3) (2014)
Ivan Blecic, Arnaldo Cecchini, Tanja Congiu, Giovanna Fancello, Giuseppe A. Trunfio
Walkability Explorer: An Evaluation and Design Support Tool for Walkability. ICCSA (4) (2014)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio
Training Cellular Automata to Simulate Urban Dynamics: A Computational Study Based on GPGPU and Swarm Intelligence. ACRI (2014)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio
Fast and Accurate Optimization of a GPU-accelerated CA Urban Model through Cooperative Coevolutionary Particle Swarms. ICCS (2014)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio
Cellular automata simulation of urban dynamics through GPGPU. J. Supercomput. 65 (2) (2013)
Salvatore Di Gregorio, Giuseppe Filippone, William Spataro, Giuseppe A. Trunfio
Accelerating wildfire susceptibility mapping through GPGPU. J. Parallel Distributed Comput. 73 (8) (2013)
Ivan Blecic, Dario Canu, Arnaldo Cecchini, Giuseppe A. Trunfio
A Web-Based Participatory Management and Evaluation Support System for Urban Maintenance. ICCSA (3) (2013)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio
Basic Endogenous-Money Economy: An Agent-Based Approach. PPAM (2) (2013)
Bachisio Arca, Tiziano Ghisu, William Spataro, Giuseppe A. Trunfio
GPU-Accelerated Optimization of Fuel Treatments for Mitigating Wildfire Hazard. ICCS (2013)
Donato D'Ambrosio, Salvatore Di Gregorio, Giuseppe Filippone, Rocco Rongo, William Spataro, Giuseppe A. Trunfio
A Multi-GPU Approach to Fast Wildfire Hazard Mapping. SIMULTECH (Selected Papers) (2012)
Donato D'Ambrosio, Giuseppe Filippone, Rocco Rongo, William Spataro, Giuseppe A. Trunfio
Cellular Automata and GPGPU: An Application to Lava Flow Modeling. Int. J. Grid High Perform. Comput. 4 (3) (2012)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio
Selection and Scheduling Problem in Continuous Time with Pairwise-Interdependencies. ICCSA (2) (2012)
Claudia Roberta Calidonna, Adele Naddeo, Giuseppe A. Trunfio, Salvatore Di Gregorio
From classical infinite space-time CA to a hybrid CA model for natural sciences modeling. Appl. Math. Comput. 218 (16) (2012)
Maria Vittoria Avolio, Salvatore Di Gregorio, William Spataro, Giuseppe A. Trunfio
A Theorem about the Algorithm of Minimization of Differences for Multicomponent Cellular Automata. ACRI (2012)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio, Emmanuil Verigos
Urban Cellular Automata with Irregular Space of Proximities: A Case Study. ACRI (2012)
Donato D'Ambrosio, Rocco Rongo, William Spataro, Giuseppe A. Trunfio
Optimizing Cellular Automata through a Meta-model Assisted Memetic Algorithm. PPSN (2) (2012)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio
Parallel Simulation of Urban Dynamics on the GPU. ICCSA (2) (2012)
Roberto Parise, Donato D'Ambrosio, Giuseppe Spingola, Giuseppe Filippone, Rocco Rongo, Giuseppe A. Trunfio, William Spataro
Swii2, a HTML5/WebGL Application for Cellular Automata Debris Flows Simulation. ACRI (2012)
Donato D'Ambrosio, Salvatore Di Gregorio, Giuseppe Filippone, Rocco Rongo, William Spataro, Giuseppe A. Trunfio
Fast Assessment of Wildfire Spatial Hazard with GPGPU. SIMULTECH (2012)
Maria Vittoria Avolio, Salvatore Di Gregorio, Valeria Lupiano, Giuseppe A. Trunfio
Simulation of Wildfire Spread Using Cellular Automata with Randomized Local Sources. ACRI (2012)
William Spataro, Rocco Rongo, Valeria Lupiano, Maria Vittoria Avolio, Donato D'Ambrosio, Giuseppe A. Trunfio
High Detailed Lava Flows Hazard Maps by a Cellular Automata Approach. SIMULTECH (Selected Papers) (2011)
Giuseppe A. Trunfio, Donato D'Ambrosio, Rocco Rongo, William Spataro, Salvatore Di Gregorio
A New Algorithm for Simulating Wildfire Spread through Cellular Automata. ACM Trans. Model. Comput. Simul. 22 (1) (2011)
Ivan Blecic, Arnaldo Cecchini, Matthias Falk, Serena Marras, David R. Pyles, Donatella Spano, Giuseppe A. Trunfio
Towards a Planning Decision Support System for Low-Carbon Urban Development. ICCSA (1) (2011)
Donato D'Ambrosio, Rocco Rongo, William Spataro, Giuseppe A. Trunfio
Meta-model Assisted Evolutionary Optimization of Cellular Automata: An Application to the SCIARA Model. PPAM (2) (2011)
Rocco Rongo, Valeria Lupiano, Maria Vittoria Avolio, Donato D'Ambrosio, William Spataro, Giuseppe A. Trunfio
Cellular Automata Simulation of Lava Flows - Applications to Civil Defense and Land Use Planning with a Cellular Automata based Methodology. SIMULTECH (2011)
Marco Oliverio, William Spataro, Donato D'Ambrosio, Rocco Rongo, Giuseppe Spingola, Giuseppe A. Trunfio
OpenMP parallelization of the SCIARA Cellular Automata lava flow model: performance analysis on shared-memory computers. ICCS (2011)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio
Modelling Proximal Space in Urban Cellular Automata. ICCSA (1) (2011)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio
A Comparison of Evolutionary Algorithms for Automatic Calibration of Constrained Cellular Automata. ICCSA (1) (2010)
William Spataro, Maria Vittoria Avolio, Valeria Lupiano, Giuseppe A. Trunfio, Rocco Rongo, Donato D'Ambrosio
The latest release of the lava flows simulation model SCIARA: First application to Mt Etna (Italy) and solution of the anisotropic flow direction problem on an ideal surface. ICCS (1) (2010)
Claudia Roberta Calidonna, Adele Naddeo, Giuseppe A. Trunfio, Salvatore Di Gregorio
CANv2: A Hybrid CA Model by Micro and Macro-dynamics Examples. ACRI (2010)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio
A Proximal Space Approach for Embedding Urban Geography into CA Models. ACRI (2010)
Ivan Blecic, Andrea Borruso, Arnaldo Cecchini, Antonio D'Argenio, Fabio Montagnino, Giuseppe A. Trunfio
A Cellular Automata-Ready GIS Infrastructure for Geosimulation and Territorial Analysis. ICCSA (1) (2009)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio, Andrea Borruso, Antonio D'Argenio, Fabio Montagnino
A Geosimulation Infrastructure Based on Open-Source GIS Components. CSC (2009)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio
A General-Purpose Geosimulation Infrastructure for Spatial Decision Support. Trans. Comput. Sci. 6 (2009)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio
Towards a Cooperative Visual Authoring Environment for Storytelling. CDVE (2008)
Maria Vittoria Avolio, Donato D'Ambrosio, Salvatore Di Gregorio, Valeria Lupiano, Rocco Rongo, William Spataro, Giuseppe A. Trunfio
Evaluating Cellular Automata Models by Evolutionary Multiobjective Calibration. ACRI (2008)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio, Jian Zhou, Wei Zang, Bing Liu
Towards a Multi-agent Model for Planning and Design of Exposition Spaces. ACRI (2008)
Rocco Rongo, William Spataro, Donato D'Ambrosio, Maria Vittoria Avolio, Giuseppe A. Trunfio, Salvatore Di Gregorio
Lava Flow Hazard Evaluation Through Cellular Automata and Genetic Algorithms: an Application to Mt Etna Volcano. Fundam. Informaticae 87 (2) (2008)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio
A Software Infrastructure for Multi-agent Geosimulation Applications. ICCSA (1) (2008)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio
A decision support tool coupling a causal model and a multi-objective genetic algorithm. Appl. Intell. 26 (2) (2007)
Arnaldo Cecchini, Giuseppe A. Trunfio
Supporting Urban Planning with cage: a Software Environment to Simulate Complex Systems. Adv. Complex Syst. 10 (supp02) (2007)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio
A Collaborative and Collective Concept Mapping Tool. CDVE (2007)
Arnaldo Cecchini, Giuseppe A. Trunfio
A Multiagent Model for Supporting Tourism Policy-Making by Market Simulations. International Conference on Computational Science (1) (2007)
Maria Vittoria Avolio, Donato D'Ambrosio, Salvatore Di Gregorio, Rocco Rongo, William Spataro, Giuseppe A. Trunfio
Modelling Macroscopic Phenomena with Cellular Automata and Parallel Genetic Algorithms: An Application to Lava Flows. International Conference on Computational Science (1) (2007)
Maria Vittoria Avolio, Gino Mirocle Crisci, Salvatore Di Gregorio, Rocco Rongo, William Spataro, Giuseppe A. Trunfio
SCIARA γ2: An improved cellular automata model for lava flows and applications to the 2002 Etnean crisis. Comput. Geosci. 32 (7) (2006)
Giuseppe A. Trunfio
Exploiting Spatio-temporal Data for the Multiobjective Optimization of Cellular Automata Models. IDEAL (2006)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio
Simultaneous Decision Networks with Multiple Objectives as Support for Strategic Planning. MDAI (2006)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio
A Decision Support Tool Coupling a Causal Model and a Multi-objective Genetic Algorithm. IEA/AIE (2005)
Giuseppe A. Trunfio, Ian M. Hedgecock, Nicola Pirrone
A Parallel Framework for the Simulation of Emission, Transport, Transformation and Deposition of Atmospheric Mercury on a Regional Scale. ICCSA (1) (2005)
Giuseppe A. Trunfio
Enhancing Cellular Automata by an Embedded Generalized Multi-layer Perceptron. ICANN (1) (2005)
William Spataro, Donato D'Ambrosio, Rocco Rongo, Giuseppe A. Trunfio
An Evolutionary Approach for Modelling Lava Flows Through Cellular Automata. ACRI (2004)
Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio
A Generalized Rapid Development Environment for Cellular Automata Based Simulations. ACRI (2004)
Giuseppe A. Trunfio
Predicting Wildfire Spreading Through a Hexagonal Cellular Automata Model. ACRI (2004)
Ivan Blecic, Arnaldo Cecchini, Paola Rizzi, Giuseppe A. Trunfio
Playing with Automata. An Innovative Perspective for Gaming Simulation. ACRI (2002)