Mario Pavone

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 38

Top Topics

Ant Colony Optimization

Immune Algorithm

Gene Regulatory

Top Venues

Publications

Vincenzo Cutello, Mario Pavone, Francesco Zito
Improving an immune-inspired algorithm by linear regression: A case study on network reliability. Knowl. Based Syst. 299 (2024)
Claudia Cavallaro, Vincenzo Cutello, Mario Pavone, Francesco Zito
Discovering anomalies in big data: a review focused on the application of metaheuristics and machine learning techniques. Frontiers Big Data 6 (2024)
Claudia Cavallaro, Vincenzo Cutello, Mario Pavone, Francesco Zito
Machine Learning and Genetic Algorithms: A case study on image reconstruction. Knowl. Based Syst. 284 (2024)
Vincenzo Cutello, Mario Pavone, Francesco Zito
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 (2024)
Murat Aslan, Mario Pavone
MBVS: a modified binary vortex search algorithm for solving uncapacitated facility location problem. Neural Comput. Appl. 36 (5) (2024)
Francesco Zito, Vincenzo Cutello, Mario Pavone
A General-Purpose Neural Architecture Search Algorithm for Building Deep Neural Networks. MIC (2) (2024)
Claudia Cavallaro, Carolina Crespi, Vincenzo Cutello, Mario Pavone, Francesco Zito
Group Dynamics in Memory-Enhanced Ant Colonies: The Influence of Colony Division on a Maze Navigation Problem. Algorithms 17 (2) (2024)
Antonio Gianmaria Spampinato, Rocco A. Scollo, Vincenzo Cutello, Mario Pavone
Random search immune algorithm for community detection. Soft Comput. 27 (12) (2023)
Marcelo Rodrigues de Holanda Maia, Miguel Reula, Consuelo Parreño-Torres, Prem Prakash Vuppuluri, Alexandre Plastino, Uéverton S. Souza, Sara Ceschia, Mario Pavone, Andrea Schaerf
Metaheuristic techniques for the capacitated facility location problem with customer incompatibilities. Soft Comput. 27 (8) (2023)
Claudia Cavallaro, Vincenzo Cutello, Mario Pavone, Francesco Zito
A Fast Methodology to Find Decisively Strong Association Rules (DSR) by Mining Datasets of Security Records. OLA (2023)
Francesco Zito, Vincenzo Cutello, Mario Pavone
A Machine Learning Approach to Simulate Gene Expression and Infer Gene Regulatory Networks. Entropy 25 (8) (2023)
Claudia Cavallaro, Vincenzo Cutello, Mario Pavone
Effective Heuristics for Finding Small Minimal Feedback Arc Set Even for Large Graphs. itaDATA (2023)
Claudia Cavallaro, Vincenzo Cutello, Mario Pavone, Francesco Zito
A Tabu Search Algorithm for the Map Labeling Problem. WIVACE (2023)
Rocco A. Scollo, Antonio Gianmaria Spampinato, Georgia Fargetta, Vincenzo Cutello, Mario Pavone
Discovering Entities Similarities in Biological Networks Using a Hybrid Immune Algorithm. Informatics 10 (1) (2023)
Carolina Crespi, Rocco A. Scollo, Georgia Fargetta, Mario Pavone
A sensitivity analysis of parameters in an agent-based model for crowd simulations. Appl. Soft Comput. 146 (2023)
Francesco Zito, Vincenzo Cutello, Mario Pavone
Deep Learning and Metaheuristic for Multivariate Time-Series Forecasting. SOCO (1) (2023)
Francesco Zito, Vincenzo Cutello, Mario Pavone
Optimizing Multi-variable Time Series Forecasting Using Metaheuristics. MIC (2022)
Carolina Crespi, Georgia Fargetta, Mario Pavone, Rocco A. Scollo
An Agent-Based Model to Investigate Different Behaviours in a Crowd Simulation. BIOMA (2022)
Francesco Zito, Vincenzo Cutello, Mario Pavone
A Novel Reverse Engineering Approach for Gene Regulatory Networks. COMPLEX NETWORKS (1) (2022)
Carolina Crespi, Georgia Fargetta, Mario Pavone, Rocco A. Scollo
An Agent-Based Model for Crowd Simulation. WIVACE (2022)
Guido Bordonaro, Rocco A. Scollo, Vincenzo Cutello, Mario Pavone
A Comparative Analysis of Different Multilevel Approaches for Community Detection. MIC (2022)
Carolina Crespi, Rocco A. Scollo, Georgia Fargetta, Mario Pavone
How a Different Ant Behavior Affects on the Performance of the Whole Colony. MIC (2022)
Rocco A. Scollo, Vincenzo Cutello, Mario Pavone
Where the Local Search Affects Best in an Immune Algorithm. AI*IA (2020)
Carolina Crespi, Georgia Fargetta, Mario Pavone, Rocco A. Scollo, Laura Scrimali
A Game Theory Approach for Crowd Evacuation Modelling. BIOMA (2020)
Vincenzo Cutello, Georgia Fargetta, Mario Pavone, Rocco A. Scollo
Optimization Algorithms for Detection of Social Interactions. Algorithms 13 (6) (2020)
Vincenzo Cutello, Maria Oliva, Mario Pavone, Rocco A. Scollo
An Immune Metaheuristics for Large Instances of the Weighted Feedback Vertex Set Problem. SSCI (2019)
Wenjian Luo, Mario Pavone, Carlos Artemio Coello Coello, Licheng Jiao, Ramit Mehr
Foreword: Some advances in Immune Computation and applications. Swarm Evol. Comput. 50 (2019)
A. G. Spampinato, Rocco A. Scollo, Sebastiano Cavallaro, Mario Pavone, Vincenzo Cutello
An Immunological Algorithm for Graph Modularity Optimization. UKCI (2019)
Vincenzo Cutello, Maria Oliva, Mario Pavone, Rocco A. Scollo
A Hybrid Immunological Search for the Weighted Feedback Vertex Set Problem. LION (2019)
Alessandro Vitale, Antonino Di Stefano, Vincenzo Cutello, Mario Pavone
The Influence of Age Assignments on the Performance of Immune Algorithms. UKCI (2018)
Alice Plebe, Mario Pavone
Multi-objective Genetic Algorithm for Interior Lighting Design. MOD (2017)
Alice Plebe, Vincenzo Cutello, Mario Pavone
Evolving Illumination Design Following Genetic Strategies. IJCCI (2017)
Alice Plebe, Vincenzo Cutello, Mario Pavone
Optimizing Costs and Quality of Interior Lighting by Genetic Algorithm. IJCCI (Selected Papers) (2017)
Carlos A. Coello Coello, Vincenzo Cutello, Doheon Lee, Mario Pavone
Recent advances in immunological inspired computation. Eng. Appl. Artif. Intell. 62 (2017)
Sajjad Fouladvand, Alireza Osareh, Bita Shadgar, Mario Pavone, Siyamack Sharafi
DENSA: An effective negative selection algorithm with flexible boundaries for self-space and dynamic number of detectors. Eng. Appl. Artif. Intell. 62 (2017)
Antonino Di Stefano, Alessandro Vitale, Vincenzo Cutello, Mario Pavone
How long should offspring lifespan be in order to obtain a proper exploration? SSCI (2016)
Mario Pavone, Rabie A. Ramadan, Athanasios V. Vasilakos
Intelligent cloud computing. Memetic Comput. 8 (4) (2016)
Camelia-Mihaela Pintea, Oliviu Matei, Rabie A. Ramadan, Mario Pavone, Muaz Niazi, Ahmad Taher Azar
A Fuzzy Approach of Sensitivity for Multiple Colonies on Ant Colony Optimization. SOFA (2) (2016)
Pietro Liò, Orazio Miglino, Giuseppe Nicosia, Stefano Nolfi, Mario Pavone
Advances in Artificial Life: Synthesis and Simulation of Living Systems: Editorial. Artif. Life 21 (4) (2015)
Carlos A. Coello Coello, Giuditta Franco, Natalio Krasnogor, Mario Pavone
Algorithms and models for complex natural systems. Nat. Comput. 14 (3) (2015)
Piero Consoli, Alessio Collera, Mario Pavone
Swarm Intelligence heuristics for Graph Coloring Problem. IEEE Congress on Evolutionary Computation (2013)
Vincenzo Cutello, Angelo G. De Michele, Mario Pavone
Escaping Local Optima via Parallelization and Migration. NICSO (2013)
Piero Consoli, Mario Pavone
O-BEE-COL: Optimal BEEs for COLoring Graphs. Artificial Evolution (2013)
Mario Pavone, Giuseppe Narzisi, Giuseppe Nicosia
Clonal selection: an immunological algorithm for global optimization over continuous spaces. J. Glob. Optim. 53 (4) (2012)
Mario Pavone, Carlos A. Coello Coello
Optimization on complex systems. Memetic Comput. 4 (3) (2012)
Vincenzo Cutello, Giuseppe Morelli, Giuseppe Nicosia, Mario Pavone, Giuseppe Scollo
On discrete models and immunological algorithms for protein structure prediction. Nat. Comput. 10 (1) (2011)
Davide Agostini, Jole Costanza, Vincenzo Cutello, Luca Zammataro, Natalio Krasnogor, Mario Pavone, Giuseppe Nicosia
Effective calibration of artificial gene regulatory networks. ECAL (2011)
Giovanni Stracquadanio, Renato Umeton, Jole Costanza, Viviana Annibali, Rosella Mechelli, Mario Pavone, Luca Zammataro, Giuseppe Nicosia
Large Scale Agent-Based Modeling of the Humoral and Cellular Immune Response. ICARIS (2011)
Jole Costanza, Vincenzo Cutello, Mario Pavone
A Memetic Immunological Algorithm for Resource Allocation Problem. ICARIS (2011)
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone, Giovanni Stracquadanio
An Information-Theoretic Approach for Clonal Selection Algorithms. ICARIS (2010)
Natalio Krasnogor, Giuseppe Nicosia, Mario Pavone, David A. Pelta
Special issue on Nature Inspired Cooperative Strategies for Optimisation (NICSO). Nat. Comput. 9 (1) (2010)
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone, Giovanni Stracquadanio
Entropic divergence for population based optimization algorithms. IEEE Congress on Evolutionary Computation (2010)
Vincenzo Cutello, Natalio Krasnogor, Giuseppe Nicosia, Mario Pavone
Immune Algorithm Versus Differential Evolution: A Comparative Case Study Using High Dimensional Function Optimization. ICANNGA (1) (2007)
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone, Jonathan Timmis
An Immune Algorithm for Protein Structure Prediction on Lattice Models. IEEE Trans. Evol. Comput. 11 (1) (2007)
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone
An immune algorithm with stochastic aging and kullback entropy for the chromatic number problem. J. Comb. Optim. 14 (1) (2007)
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone
Real coded clonal selection algorithm for unconstrained global optimization using a hybrid inversely proportional hypermutation operator. SAC (2006)
Vincenzo Cutello, D. Lee, Giuseppe Nicosia, Mario Pavone, I. Prizzi
Aligning Multiple Protein Sequences by Hybrid Clonal Selection Algorithm with Insert-Remove-Gaps and BlockShuffling Operators. ICARIS (2006)
Vincenzo Cutello, D. Lee, S. Leone, Giuseppe Nicosia, Mario Pavone
Clonal Selection Algorithm with Dynamic Population Size for Bimodal Search Spaces. ICNC (1) (2006)
Vincenzo Cutello, Giuseppe Morelli, Giuseppe Nicosia, Mario Pavone
Immune Algorithms with Aging Operators for the String Folding Problem and the Protein Folding Problem. EvoCOP (2005)
Vincenzo Cutello, Giuseppe Narzisi, Giuseppe Nicosia, Mario Pavone
Clonal Selection Algorithms: A Comparative Case Study Using Effective Mutation Potentials. ICARIS (2005)
Vincenzo Cutello, Giuseppe Narzisi, Giuseppe Nicosia, Mario Pavone
An Immunological Algorithm for Global Numerical Optimization. Artificial Evolution (2005)
Vincenzo Cutello, Giuseppe Narzisi, Giuseppe Nicosia, Mario Pavone, Giuseppe Sorace
How to Escape Traps Using Clonal Selection Algorithms. ICINCO (1) (2004)
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone
An immune algorithm with hyper-macromutations for the Dill's 2D hydrophobic-hydrophilic model. IEEE Congress on Evolutionary Computation (2004)
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone
Exploring the Capability of Immune Algorithms: A Characterization of Hypermutation Operators. ICARIS (2004)
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone
A Hybrid Immune Algorithm with Information Gain for the Graph Coloring Problem. GECCO (2003)
Alessandro Cincotti, Vincenzo Cutello, Mario Pavone
Graph partitioning using genetic algorithms with ODPX. IEEE Congress on Evolutionary Computation (2002)