Mario Pavone

87 papers A 1B 5C 1Misc 1Journal 29Unranked 39
YearRankTypeTitle / Venue / Authors
2025 — conf
A Weighted Binary String Benchmark to Assess the Efficiency of Stochastic Search Processes.
ICSI (1)
Vincenzo Cutello, Alessio Mezzina, Mario Pavone, Francesco Zito
2025 J jnl
Data-driven forecasting and its role in enhanced decision-making.
Eng. Appl. Artif. Intell.
Francesco Zito, Vincenzo Cutello, Mario Pavone
2025 J jnl
Editorial: Special Issue "The Distributed Ghost" - Cellular Automata, Distributed Dynamical Systems, and Their Applications to Intelligence.
Artif. Life
Stefano Nichele, Hiroki Sayama, Eric Medvet, Chrystopher L. Nehaniv, Mario Pavone
2025 J jnl
Metaheuristics in automated machine learning: Strategies for optimization.
Intell. Syst. Appl.
Francesco Zito, El-Ghazali Talbi, Claudia Cavallaro, Vincenzo Cutello, Mario Pavone
2025 J jnl
Minimal and stable feedback arc sets and graph centrality measures.
Comput. Oper. Res.
Claudia Cavallaro, Vincenzo Cutello, Mario Pavone
2025 — conf
Modeling Trust Dynamics on a Multi-Agent System.
OLA
Angelo Cangelosi, Carolina Crespi, Mario Pavone, Marta Romeo
2025 J jnl
Preface to the Special Issue on Metaheuristics: Recent Advances and Applications.
Int. Trans. Oper. Res.
Paola Festa, Luca Di Gaspero, Mario Pavone, Mauricio G. C. Resende
2024 — conf
A General-Purpose Neural Architecture Search Algorithm for Building Deep Neural Networks.
MIC (2)
Francesco Zito, Vincenzo Cutello, Mario Pavone
2024 — conf
A Real-Time Adaptive Tabu Search for Handling Zoom In/Out in Map Labeling Problem.
LION
Vincenzo Cutello, Alessio Mezzina, Mario Pavone, Francesco Zito
2024 J jnl
Discovering anomalies in big data: a review focused on the application of metaheuristics and machine learning techniques.
Frontiers Big Data
Claudia Cavallaro, Vincenzo Cutello, Mario Pavone, Francesco Zito
2024 — conf
Efficient Vertex Linear Orderings to Find Minimal Feedback Arc Sets (minFAS).
LION
Claudia Cavallaro, Vincenzo Cutello, Mario Pavone
2024 J jnl
Efficient heuristics to compute minimal and stable feedback arc sets.
J. Comb. Optim.
Claudia Cavallaro, Vincenzo Cutello, Mario Pavone
2024 J jnl
Group Dynamics in Memory-Enhanced Ant Colonies: The Influence of Colony Division on a Maze Navigation Problem.
Algorithms
Claudia Cavallaro, Carolina Crespi, Vincenzo Cutello, Mario Pavone, Francesco Zito
2024 J jnl
Improving an immune-inspired algorithm by linear regression: A case study on network reliability.
Knowl. Based Syst.
Vincenzo Cutello, Mario Pavone, Francesco Zito
2024 — conf
Inferring a Gene Regulatory Network from Gene Expression Data. An Overview of Best Methods and a Reverse Engineering Approach.
From Computational Logic to Computational Biology
Vincenzo Cutello, Mario Pavone, Francesco Zito
2024 J jnl
MBVS: a modified binary vortex search algorithm for solving uncapacitated facility location problem.
Neural Comput. Appl.
Murat Aslan, Mario Pavone
2024 J jnl
Machine Learning and Genetic Algorithms: A case study on image reconstruction.
Knowl. Based Syst.
Claudia Cavallaro, Vincenzo Cutello, Mario Pavone, Francesco Zito
2023 — conf
A Fast Methodology to Find Decisively Strong Association Rules (DSR) by Mining Datasets of Security Records.
OLA
Claudia Cavallaro, Vincenzo Cutello, Mario Pavone, Francesco Zito
2023 J jnl
A Machine Learning Approach to Simulate Gene Expression and Infer Gene Regulatory Networks.
Entropy
Francesco Zito, Vincenzo Cutello, Mario Pavone
2023 — conf
A Tabu Search Algorithm for the Map Labeling Problem.
WIVACE
Claudia Cavallaro, Vincenzo Cutello, Mario Pavone, Francesco Zito
2023 J jnl
A sensitivity analysis of parameters in an agent-based model for crowd simulations.
Appl. Soft Comput.
Carolina Crespi, Rocco A. Scollo, Georgia Fargetta, Mario Pavone
2023 — conf
Deep Learning and Metaheuristic for Multivariate Time-Series Forecasting.
SOCO (1)
Francesco Zito, Vincenzo Cutello, Mario Pavone
2023 J jnl
Discovering Entities Similarities in Biological Networks Using a Hybrid Immune Algorithm.
Informatics
Rocco A. Scollo, Antonio Gianmaria Spampinato, Georgia Fargetta, Vincenzo Cutello, Mario Pavone
2023 — conf
Effective Heuristics for Finding Small Minimal Feedback Arc Set Even for Large Graphs.
itaDATA
Claudia Cavallaro, Vincenzo Cutello, Mario Pavone
2023 J jnl
Metaheuristic techniques for the capacitated facility location problem with customer incompatibilities.
Soft Comput.
Marcelo Rodrigues de Holanda Maia, Miguel Reula, Consuelo Parreño-Torres, Prem Prakash Vuppuluri, Alexandre Plastino, Uéverton S. Souza, Sara Ceschia, Mario Pavone, Andrea Schaerf
2023 — ed.
Metaheuristics - 14th International Conference, MIC 2022, Syracuse, Italy, July 11-14, 2022, Proceedings
MIC
Luca Di Gaspero, Paola Festa, Amir Nakib, Mario Pavone
2023 J jnl
Random search immune algorithm for community detection.
Soft Comput.
Antonio Gianmaria Spampinato, Rocco A. Scollo, Vincenzo Cutello, Mario Pavone
2022 — conf
A Comparative Analysis of Different Multilevel Approaches for Community Detection.
MIC
Guido Bordonaro, Rocco A. Scollo, Vincenzo Cutello, Mario Pavone
2022 — conf
A Novel Reverse Engineering Approach for Gene Regulatory Networks.
COMPLEX NETWORKS (1)
Francesco Zito, Vincenzo Cutello, Mario Pavone
2022 — conf
An Agent-Based Model for Crowd Simulation.
WIVACE
Carolina Crespi, Georgia Fargetta, Mario Pavone, Rocco A. Scollo
2022 — conf
An Agent-Based Model to Investigate Different Behaviours in a Crowd Simulation.
BIOMA
Carolina Crespi, Georgia Fargetta, Mario Pavone, Rocco A. Scollo
2022 — conf
How a Different Ant Behavior Affects on the Performance of the Whole Colony.
MIC
Carolina Crespi, Rocco A. Scollo, Georgia Fargetta, Mario Pavone
2022 — ed.
Optimization and Learning - 5th International Conference, OLA 2022, Syracuse, Sicilia, Italy, July 18-20, 2022, Proceedings
OLA
Bernabé Dorronsoro, Mario Pavone, Amir Nakib, El-Ghazali Talbi
2022 — conf
Optimizing Multi-variable Time Series Forecasting Using Metaheuristics.
MIC
Francesco Zito, Vincenzo Cutello, Mario Pavone
2021 — ed.
Optimization and Learning - 4th International Conference, OLA 2021, Catania, Italy, June 21-23, 2021, Proceedings
OLA
Bernabé Dorronsoro, Lionel Amodeo, Mario Pavone, Patricia Ruiz
2020 — conf
A Game Theory Approach for Crowd Evacuation Modelling.
BIOMA
Carolina Crespi, Georgia Fargetta, Mario Pavone, Rocco A. Scollo, Laura Scrimali
2020 J jnl
Optimization Algorithms for Detection of Social Interactions.
Algorithms
Vincenzo Cutello, Georgia Fargetta, Mario Pavone, Rocco A. Scollo
2020 — conf
Where the Local Search Affects Best in an Immune Algorithm.
AI*IA
Rocco A. Scollo, Vincenzo Cutello, Mario Pavone
2019 — conf
A Hybrid Immunological Search for the Weighted Feedback Vertex Set Problem.
LION
Vincenzo Cutello, Maria Oliva, Mario Pavone, Rocco A. Scollo
2019 — conf
An Immune Metaheuristics for Large Instances of the Weighted Feedback Vertex Set Problem.
SSCI
Vincenzo Cutello, Maria Oliva, Mario Pavone, Rocco A. Scollo
2019 — conf
An Immunological Algorithm for Graph Modularity Optimization.
UKCI
Antonio Gianmaria Spampinato, Rocco A. Scollo, Sebastiano Cavallaro, Mario Pavone, Vincenzo Cutello
2019 J jnl
Foreword: Some advances in Immune Computation and applications.
Swarm Evol. Comput.
Wenjian Luo, Mario Pavone, Carlos Artemio Coello Coello, Licheng Jiao, Ramit Mehr
2018 — conf
The Influence of Age Assignments on the Performance of Immune Algorithms.
UKCI
Alessandro Vitale, Antonino Di Stefano, Vincenzo Cutello, Mario Pavone
2017 J jnl
DENSA: An effective negative selection algorithm with flexible boundaries for self-space and dynamic number of detectors.
Eng. Appl. Artif. Intell.
Sajjad Fouladvand, Alireza Osareh, Bita Shadgar, Mario Pavone, Siyamack Sharafi
2017 C conf
Evolving Illumination Design Following Genetic Strategies.
IJCCI
Alice Plebe, Vincenzo Cutello, Mario Pavone
2017 — conf
Multi-objective Genetic Algorithm for Interior Lighting Design.
MOD
Alice Plebe, Mario Pavone
2017 — conf
Optimizing Costs and Quality of Interior Lighting by Genetic Algorithm.
IJCCI (Selected Papers)
Alice Plebe, Vincenzo Cutello, Mario Pavone
2017 J jnl
Recent advances in immunological inspired computation.
Eng. Appl. Artif. Intell.
Carlos A. Coello Coello, Vincenzo Cutello, Doheon Lee, Mario Pavone
2016 — conf
A Fuzzy Approach of Sensitivity for Multiple Colonies on Ant Colony Optimization.
SOFA (2)
Camelia-Mihaela Pintea, Oliviu Matei, Rabie A. Ramadan, Mario Pavone, Muaz Niazi, Ahmad Taher Azar
2016 — conf
How long should offspring lifespan be in order to obtain a proper exploration?
SSCI
Antonino Di Stefano, Alessandro Vitale, Vincenzo Cutello, Mario Pavone
2016 — ed.
Hybrid Metaheuristics - 10th International Workshop, HM 2016, Plymouth, UK, June 8-10, 2016, Proceedings
HM
Maria J. Blesa, Christian Blum, Angelo Cangelosi, Vincenzo Cutello, Alessandro G. Di Nuovo, Mario Pavone, El-Ghazali Talbi
2016 J jnl
Intelligent cloud computing.
Memetic Comput.
Mario Pavone, Rabie A. Ramadan, Athanasios V. Vasilakos
2015 J jnl
Advances in Artificial Life: Synthesis and Simulation of Living Systems: Editorial.
Artif. Life
Pietro Liò, Orazio Miglino, Giuseppe Nicosia, Stefano Nolfi, Mario Pavone
2015 J jnl
Algorithms and models for complex natural systems.
Nat. Comput.
Carlos A. Coello Coello, Giuditta Franco, Natalio Krasnogor, Mario Pavone
2015 — ed.
Machine Learning, Optimization, and Big Data - First International Workshop, MOD 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised Selected Papers
MOD
Panos M. Pardalos, Mario Pavone, Giovanni Maria Farinella, Vincenzo Cutello
2013 — conf
Escaping Local Optima via Parallelization and Migration.
NICSO
Vincenzo Cutello, Angelo G. De Michele, Mario Pavone
2013 — conf
O-BEE-COL: Optimal BEEs for COLoring Graphs.
Artificial Evolution
Piero Consoli, Mario Pavone
2013 — ed.
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, ECAL 2013, Sicily, Italy, September 2-6, 2013
ECAL
Pietro Liò, Orazio Miglino, Giuseppe Nicosia, Stefano Nolfi, Mario Pavone
2013 B conf
Swarm Intelligence heuristics for Graph Coloring Problem.
IEEE Congress on Evolutionary Computation
Piero Consoli, Alessio Collera, Mario Pavone
2012 — ed.
Artificial Immune Systems - 11th International Conference, ICARIS 2012, Taormina, Italy, August 28-31, 2012. Proceedings
ICARIS
Carlos A. Coello Coello, Julie Greensmith, Natalio Krasnogor, Pietro Liò, Giuseppe Nicosia, Mario Pavone
2012 J jnl
Clonal selection: an immunological algorithm for global optimization over continuous spaces.
J. Glob. Optim.
Mario Pavone, Giuseppe Narzisi, Giuseppe Nicosia
2012 J jnl
Optimization on complex systems.
Memetic Comput.
Mario Pavone, Carlos A. Coello Coello
2012 — ed.
Parallel Problem Solving from Nature - PPSN XII - 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings, Part I
PPSN (1)
Carlos A. Coello Coello, Vincenzo Cutello, Kalyanmoy Deb, Stephanie Forrest, Giuseppe Nicosia, Mario Pavone
2012 — ed.
Parallel Problem Solving from Nature - PPSN XII - 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings, Part II
PPSN (2)
Carlos A. Coello Coello, Vincenzo Cutello, Kalyanmoy Deb, Stephanie Forrest, Giuseppe Nicosia, Mario Pavone
2011 — conf
A Memetic Immunological Algorithm for Resource Allocation Problem.
ICARIS
Jole Costanza, Vincenzo Cutello, Mario Pavone
2011 — conf
Effective calibration of artificial gene regulatory networks.
ECAL
Davide Agostini, Jole Costanza, Vincenzo Cutello, Luca Zammataro, Natalio Krasnogor, Mario Pavone, Giuseppe Nicosia
2011 — conf
Large Scale Agent-Based Modeling of the Humoral and Cellular Immune Response.
ICARIS
Giovanni Stracquadanio, Renato Umeton, Jole Costanza, Viviana Annibali, Rosella Mechelli, Mario Pavone, Luca Zammataro, Giuseppe Nicosia
2011 J jnl
On discrete models and immunological algorithms for protein structure prediction.
Nat. Comput.
Vincenzo Cutello, Giuseppe Morelli, Giuseppe Nicosia, Mario Pavone, Giuseppe Scollo
2010 — conf
An Information-Theoretic Approach for Clonal Selection Algorithms.
ICARIS
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone, Giovanni Stracquadanio
2010 B conf
Entropic divergence for population based optimization algorithms.
IEEE Congress on Evolutionary Computation
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone, Giovanni Stracquadanio
2010 J jnl
Special issue on Nature Inspired Cooperative Strategies for Optimisation (NICSO).
Nat. Comput.
Natalio Krasnogor, Giuseppe Nicosia, Mario Pavone, David A. Pelta
2008 — book
Nature Inspired Cooperative Strategies for Optimization (NICSO 2007)
NICSO
Natalio Krasnogor, Giuseppe Nicosia, Mario Pavone, David A. Pelta
2007 J jnl
An Immune Algorithm for Protein Structure Prediction on Lattice Models.
IEEE Trans. Evol. Comput.
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone, Jonathan Timmis
2007 J jnl
An immune algorithm with stochastic aging and kullback entropy for the chromatic number problem.
J. Comb. Optim.
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone
2007 — conf
Immune Algorithm Versus Differential Evolution: A Comparative Case Study Using High Dimensional Function Optimization.
ICANNGA (1)
Vincenzo Cutello, Natalio Krasnogor, Giuseppe Nicosia, Mario Pavone
2006 — conf
Aligning Multiple Protein Sequences by Hybrid Clonal Selection Algorithm with Insert-Remove-Gaps and BlockShuffling Operators.
ICARIS
Vincenzo Cutello, D. Lee, Giuseppe Nicosia, Mario Pavone, I. Prizzi
2006 — conf
Clonal Selection Algorithm with Dynamic Population Size for Bimodal Search Spaces.
ICNC (1)
Vincenzo Cutello, D. Lee, S. Leone, Giuseppe Nicosia, Mario Pavone
2006 Misc conf
Real coded clonal selection algorithm for unconstrained global optimization using a hybrid inversely proportional hypermutation operator.
SAC
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone
2005 — —
Algoritmi ispirati alla biologia dei problemi di partizionamento, colorazione e predizione della struttura nativa delle proteine.
Mario Pavone
2005 — conf
An Immunological Algorithm for Global Numerical Optimization.
Artificial Evolution
Vincenzo Cutello, Giuseppe Narzisi, Giuseppe Nicosia, Mario Pavone
2005 — conf
Clonal Selection Algorithms: A Comparative Case Study Using Effective Mutation Potentials.
ICARIS
Vincenzo Cutello, Giuseppe Narzisi, Giuseppe Nicosia, Mario Pavone
2005 B conf
Immune Algorithms with Aging Operators for the String Folding Problem and the Protein Folding Problem.
EvoCOP
Vincenzo Cutello, Giuseppe Morelli, Giuseppe Nicosia, Mario Pavone
2004 B conf
An immune algorithm with hyper-macromutations for the Dill's 2D hydrophobic-hydrophilic model.
IEEE Congress on Evolutionary Computation
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone
2004 — conf
Exploring the Capability of Immune Algorithms: A Characterization of Hypermutation Operators.
ICARIS
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone
2004 — conf
How to Escape Traps Using Clonal Selection Algorithms.
ICINCO (1)
Vincenzo Cutello, Giuseppe Narzisi, Giuseppe Nicosia, Mario Pavone, Giuseppe Sorace
2003 A conf
A Hybrid Immune Algorithm with Information Gain for the Graph Coloring Problem.
GECCO
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone
2002 B conf
Graph partitioning using genetic algorithms with ODPX.
IEEE Congress on Evolutionary Computation
Alessandro Cincotti, Vincenzo Cutello, Mario Pavone