Mario Pavone

According to our database, Mario Pavone authored at least 69 papers between 2002 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Preface to the Special Issue on Metaheuristics: Recent Advances and Applications.

Paola Festa, Luca Di Gaspero, Mario Pavone, Mauricio G. C. Resende

Int. Trans. Oper. Res., January, 2025

2024

Efficient heuristics to compute minimal and stable feedback arc sets.

Claudia Cavallaro, Vincenzo Cutello, Mario Pavone

J. Comb. Optim., November, 2024

MBVS: a modified binary vortex search algorithm for solving uncapacitated facility location problem.

Murat Aslan, Mario Pavone

Neural Comput. Appl., February, 2024

Improving an immune-inspired algorithm by linear regression: A case study on network reliability.

Vincenzo Cutello, Mario Pavone, Francesco Zito

Knowl. Based Syst., 2024

Machine Learning and Genetic Algorithms: A case study on image reconstruction.

Claudia Cavallaro, Vincenzo Cutello, Mario Pavone, Francesco Zito

Knowl. Based Syst., 2024

Discovering anomalies in big data: a review focused on the application of metaheuristics and machine learning techniques.

Claudia Cavallaro, Vincenzo Cutello, Mario Pavone, Francesco Zito

Frontiers Big Data, 2024

Group Dynamics in Memory-Enhanced Ant Colonies: The Influence of Colony Division on a Maze Navigation Problem.

Claudia Cavallaro, Carolina Crespi, Vincenzo Cutello, Mario Pavone, Francesco Zito

Algorithms, 2024

Inferring a Gene Regulatory Network from Gene Expression Data. An Overview of Best Methods and a Reverse Engineering Approach.

Vincenzo Cutello, Mario Pavone, Francesco Zito

Proceedings of the From Computational Logic to Computational Biology, 2024

A General-Purpose Neural Architecture Search Algorithm for Building Deep Neural Networks.

Francesco Zito, Vincenzo Cutello, Mario Pavone

Proceedings of the Metaheuristics - 15th International Conference, 2024

2023

A sensitivity analysis of parameters in an agent-based model for crowd simulations.

Carolina Crespi, Rocco A. Scollo, Georgia Fargetta, Mario Pavone

Appl. Soft Comput., October, 2023

A Machine Learning Approach to Simulate Gene Expression and Infer Gene Regulatory Networks.

Francesco Zito, Vincenzo Cutello, Mario Pavone

Entropy, August, 2023

Random search immune algorithm for community detection.

Antonio Gianmaria Spampinato, Rocco A. Scollo, Vincenzo Cutello, Mario Pavone

Soft Comput., June, 2023

Discovering Entities Similarities in Biological Networks Using a Hybrid Immune Algorithm.

Rocco A. Scollo, Antonio Gianmaria Spampinato, Georgia Fargetta, Vincenzo Cutello, Mario Pavone

Informatics, March, 2023

Metaheuristic techniques for the capacitated facility location problem with customer incompatibilities.

Marcelo Rodrigues de Holanda Maia, Miguel Reula, Consuelo Parreño-Torres, Prem Prakash Vuppuluri, Alexandre Plastino, Uéverton S. Souza, Sara Ceschia, Mario Pavone, Andrea Schaerf

Soft Comput., 2023

A Tabu Search Algorithm for the Map Labeling Problem.

Claudia Cavallaro, Vincenzo Cutello, Mario Pavone, Francesco Zito

Proceedings of the Artificial Life and Evolutionary Computation, 2023

Deep Learning and Metaheuristic for Multivariate Time-Series Forecasting.

Francesco Zito, Vincenzo Cutello, Mario Pavone

Proceedings of the 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), 2023

A Fast Methodology to Find Decisively Strong Association Rules (DSR) by Mining Datasets of Security Records.

Claudia Cavallaro, Vincenzo Cutello, Mario Pavone, Francesco Zito

Proceedings of the Optimization and Learning - 6th International Conference, 2023

Effective Heuristics for Finding Small Minimal Feedback Arc Set Even for Large Graphs.

Claudia Cavallaro, Vincenzo Cutello, Mario Pavone

Proceedings of the 2nd Italian Conference on Big Data and Data Science (ITADATA 2023), 2023

2022

An Agent-Based Model for Crowd Simulation.

Carolina Crespi, Georgia Fargetta, Mario Pavone, Rocco A. Scollo

Proceedings of the Artificial Life and Evolutionary Computation - 16th Italian Workshop, 2022

A Novel Reverse Engineering Approach for Gene Regulatory Networks.

Francesco Zito, Vincenzo Cutello, Mario Pavone

Proceedings of the Complex Networks and Their Applications XI, 2022

Optimizing Multi-variable Time Series Forecasting Using Metaheuristics.

Francesco Zito, Vincenzo Cutello, Mario Pavone

Proceedings of the Metaheuristics - 14th International Conference, 2022

How a Different Ant Behavior Affects on the Performance of the Whole Colony.

Carolina Crespi, Rocco A. Scollo, Georgia Fargetta, Mario Pavone

Proceedings of the Metaheuristics - 14th International Conference, 2022

An Agent-Based Model to Investigate Different Behaviours in a Crowd Simulation.

Carolina Crespi, Georgia Fargetta, Mario Pavone, Rocco A. Scollo

Proceedings of the Bioinspired Optimization Methods and Their Applications, 2022

A Comparative Analysis of Different Multilevel Approaches for Community Detection.

Guido Bordonaro, Rocco A. Scollo, Vincenzo Cutello, Mario Pavone

Proceedings of the Metaheuristics - 14th International Conference, 2022

2020

Optimization Algorithms for Detection of Social Interactions.

Vincenzo Cutello, Georgia Fargetta, Mario Pavone, Rocco A. Scollo

Algorithms, 2020

A Game Theory Approach for Crowd Evacuation Modelling.

Carolina Crespi, Georgia Fargetta, Mario Pavone, Rocco A. Scollo, Laura Scrimali

Proceedings of the Bioinspired Optimization Methods and Their Applications, 2020

Where the Local Search Affects Best in an Immune Algorithm.

Rocco A. Scollo, Vincenzo Cutello, Mario Pavone

Proceedings of the AIxIA 2020 - Advances in Artificial Intelligence, 2020

2019

Foreword: Some advances in Immune Computation and applications.

Wenjian Luo, Mario Pavone, Carlos Artemio Coello Coello, Licheng Jiao, Ramit Mehr

Swarm Evol. Comput., 2019

An Immunological Algorithm for Graph Modularity Optimization.

Antonio Gianmaria Spampinato, Rocco A. Scollo, Sebastiano Cavallaro, Mario Pavone, Vincenzo Cutello

Proceedings of the Advances in Computational Intelligence Systems, 2019

An Immune Metaheuristics for Large Instances of the Weighted Feedback Vertex Set Problem.

Vincenzo Cutello, Maria Oliva, Mario Pavone, Rocco A. Scollo

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

A Hybrid Immunological Search for the Weighted Feedback Vertex Set Problem.

Vincenzo Cutello, Maria Oliva, Mario Pavone, Rocco A. Scollo

Proceedings of the Learning and Intelligent Optimization - 13th International Conference, 2019

2018

The Influence of Age Assignments on the Performance of Immune Algorithms.

Alessandro Vitale, Antonino Di Stefano, Vincenzo Cutello, Mario Pavone

Proceedings of the Advances in Computational Intelligence Systems, 2018

2017

DENSA: An effective negative selection algorithm with flexible boundaries for self-space and dynamic number of detectors.

Sajjad Fouladvand, Alireza Osareh, Bita Shadgar, Mario Pavone, Siyamack Sharafi

Eng. Appl. Artif. Intell., 2017

Recent advances in immunological inspired computation.

Carlos A. Coello Coello, Vincenzo Cutello, Doheon Lee, Mario Pavone

Eng. Appl. Artif. Intell., 2017

Multi-objective Genetic Algorithm for Interior Lighting Design.

Alice Plebe, Mario Pavone

Proceedings of the Machine Learning, Optimization, and Big Data, 2017

Optimizing Costs and Quality of Interior Lighting by Genetic Algorithm.

Alice Plebe, Vincenzo Cutello, Mario Pavone

Proceedings of the Computational Intelligence - 9th International Joint Conference, 2017

Evolving Illumination Design Following Genetic Strategies.

Alice Plebe, Vincenzo Cutello, Mario Pavone

Proceedings of the 9th International Joint Conference on Computational Intelligence, 2017

2016

Intelligent cloud computing.

Mario Pavone, Rabie A. Ramadan, Athanasios V. Vasilakos

Memetic Comput., 2016

How long should offspring lifespan be in order to obtain a proper exploration?

Antonino Di Stefano, Alessandro Vitale, Vincenzo Cutello, Mario Pavone

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

A Fuzzy Approach of Sensitivity for Multiple Colonies on Ant Colony Optimization.

Camelia-Mihaela Pintea, Oliviu Matei, Rabie A. Ramadan, Mario Pavone, Muaz Niazi, Ahmad Taher Azar

Proceedings of the Soft Computing Applications, 2016

2015

Algorithms and models for complex natural systems.

Carlos A. Coello Coello, Giuditta Franco, Natalio Krasnogor, Mario Pavone

Nat. Comput., 2015

Advances in Artificial Life: Synthesis and Simulation of Living Systems: Editorial.

Pietro Liò, Orazio Miglino, Giuseppe Nicosia, Stefano Nolfi, Mario Pavone

Artif. Life, 2015

2013

Escaping Local Optima via Parallelization and Migration.

Vincenzo Cutello, Angelo G. De Michele, Mario Pavone

Proceedings of the Nature Inspired Cooperative Strategies for Optimization (NICSO 2013), 2013

Swarm Intelligence heuristics for Graph Coloring Problem.

Piero Consoli, Alessio Collera, Mario Pavone

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

O-BEE-COL: Optimal BEEs for COLoring Graphs.

Piero Consoli, Mario Pavone

Proceedings of the Artificial Evolution, 2013

2012

Optimization on complex systems.

Mario Pavone, Carlos A. Coello Coello

Memetic Comput., 2012

Clonal selection: an immunological algorithm for global optimization over continuous spaces.

Mario Pavone, Giuseppe Narzisi, Giuseppe Nicosia

J. Glob. Optim., 2012

2011

On discrete models and immunological algorithms for protein structure prediction.

Vincenzo Cutello, Giuseppe Morelli, Giuseppe Nicosia, Mario Pavone, Giuseppe Scollo

Nat. Comput., 2011

Large Scale Agent-Based Modeling of the Humoral and Cellular Immune Response.

Giovanni Stracquadanio, Renato Umeton, Jole Costanza, Viviana Annibali, Rosella Mechelli, Mario Pavone, Luca Zammataro, Giuseppe Nicosia

Proceedings of the Artificial Immune Systems - 10th International Conference, 2011

A Memetic Immunological Algorithm for Resource Allocation Problem.

Jole Costanza, Vincenzo Cutello, Mario Pavone

Proceedings of the Artificial Immune Systems - 10th International Conference, 2011

Effective calibration of artificial gene regulatory networks.

Davide Agostini, Jole Costanza, Vincenzo Cutello, Luca Zammataro, Natalio Krasnogor, Mario Pavone, Giuseppe Nicosia

Proceedings of the Advances in Artificial Life: 20th Anniversary Edition, 2011

2010

Special issue on Nature Inspired Cooperative Strategies for Optimisation (NICSO).

Natalio Krasnogor, Giuseppe Nicosia, Mario Pavone, David A. Pelta

Nat. Comput., 2010

An Information-Theoretic Approach for Clonal Selection Algorithms.

Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone, Giovanni Stracquadanio

Proceedings of the Artificial Immune Systems, 9th International Conference, 2010

Entropic divergence for population based optimization algorithms.

Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone, Giovanni Stracquadanio

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2007

An Immune Algorithm for Protein Structure Prediction on Lattice Models.

Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone, Jonathan Timmis

IEEE Trans. Evol. Comput., 2007

An immune algorithm with stochastic aging and kullback entropy for the chromatic number problem.

Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone

J. Comb. Optim., 2007

Immune Algorithm Versus Differential Evolution: A Comparative Case Study Using High Dimensional Function Optimization.

Vincenzo Cutello, Natalio Krasnogor, Giuseppe Nicosia, Mario Pavone

Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

2006

Real coded clonal selection algorithm for unconstrained global optimization using a hybrid inversely proportional hypermutation operator.

Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone

Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Clonal Selection Algorithm with Dynamic Population Size for Bimodal Search Spaces.

Vincenzo Cutello, D. Lee, S. Leone, Giuseppe Nicosia, Mario Pavone

Proceedings of the Advances in Natural Computation, Second International Conference, 2006

Aligning Multiple Protein Sequences by Hybrid Clonal Selection Algorithm with Insert-Remove-Gaps and BlockShuffling Operators.

Vincenzo Cutello, D. Lee, Giuseppe Nicosia, Mario Pavone, I. Prizzi

Proceedings of the Artificial Immune Systems, 5th International Conference, 2006

2005

Algoritmi ispirati alla biologia dei problemi di partizionamento, colorazione e predizione della struttura nativa delle proteine.

Mario Pavone

PhD thesis, 2005

Clonal Selection Algorithms: A Comparative Case Study Using Effective Mutation Potentials.

Vincenzo Cutello, Giuseppe Narzisi, Giuseppe Nicosia, Mario Pavone

Proceedings of the Artificial Immune Systems: 4th International Conference, 2005

Immune Algorithms with Aging Operators for the String Folding Problem and the Protein Folding Problem.

Vincenzo Cutello, Giuseppe Morelli, Giuseppe Nicosia, Mario Pavone

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2005

An Immunological Algorithm for Global Numerical Optimization.

Vincenzo Cutello, Giuseppe Narzisi, Giuseppe Nicosia, Mario Pavone

Proceedings of the Artificial Evolution, 2005

2004

How to Escape Traps Using Clonal Selection Algorithms.

Vincenzo Cutello, Giuseppe Narzisi, Giuseppe Nicosia, Mario Pavone, Giuseppe Sorace

Proceedings of the ICINCO 2004, 2004

Exploring the Capability of Immune Algorithms: A Characterization of Hypermutation Operators.

Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone

Proceedings of the Artificial Immune Systems, Third International Conference, 2004

An immune algorithm with hyper-macromutations for the Dill's 2D hydrophobic-hydrophilic model.

Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone

Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003

A Hybrid Immune Algorithm with Information Gain for the Graph Coloring Problem.

Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone

Proceedings of the Genetic and Evolutionary Computation, 2003

2002

Graph partitioning using genetic algorithms with ODPX.

Alessandro Cincotti, Vincenzo Cutello, Mario Pavone

Proceedings of the 2002 Congress on Evolutionary Computation, 2002