Mario Pavone

Mario Pavone

Università degli Studi di Catania

H-index: 18

Europe-Italy

About Mario Pavone

Mario Pavone, With an exceptional h-index of 18 and a recent h-index of 11 (since 2020), a distinguished researcher at Università degli Studi di Catania, specializes in the field of Optimization, complex networks, metaheuristics, operations research, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

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

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

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

Metaheuristics

Metaheuristic techniques for the capacitated facility location problem with customer incompatibilities

Proceedings of International Conference on Computational Intelligence: ICCI 2022

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

Mario Pavone Information

University

Position

Associate Professor in Computer Science

Citations(all)

1528

Citations(since 2020)

430

Cited By

1227

hIndex(all)

18

hIndex(since 2020)

11

i10Index(all)

26

i10Index(since 2020)

12

Email

University Profile Page

Università degli Studi di Catania

Google Scholar

View Google Scholar Profile

Mario Pavone Skills & Research Interests

Optimization

complex networks

metaheuristics

operations research

machine learning

Top articles of Mario Pavone

Title

Journal

Author(s)

Publication Date

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

Neural Computing and Applications

Murat Aslan

Mario Pavone

2024/2

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

Knowledge-Based Systems

Claudia Cavallaro

Vincenzo Cutello

Mario Pavone

Francesco Zito

2024/1/25

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

2024/3/16

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

2024/2/1

Metaheuristics

Luca Di Gaspero

Paola Festa

Amir Nakib

Mario Pavone

2023

Metaheuristic techniques for the capacitated facility location problem with customer incompatibilities

Soft Computing

Marcelo RH Maia

Miguel Reula

Consuelo Parreño-Torres

Prem Prakash Vuppuluri

Alexandre Plastino

...

2023/4

Proceedings of International Conference on Computational Intelligence: ICCI 2022

Ramesh C Bansal

Akka Zemmari

KG Sharma

Jyoti Gajrani

2022

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

2023

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

Applied Soft Computing

Carolina Crespi

Rocco A Scollo

Georgia Fargetta

Mario Pavone

2023/10/1

Metaheuristics: 14th International Conference, MIC 2022, Syracuse, Italy, July 11–14, 2022, Proceedings

Luca Di Gaspero

Paola Festa

Amir Nakib

Mario Pavone

2023/2/22

Random search immune algorithm for community detection

Soft Computing

Antonio G Spampinato

Rocco A Scollo

Vincenzo Cutello

Mario Pavone

2023/6

Swarm Intelligence

Handbook of Metaheuristics

Xiaodong Li

Maurice Clerc

2019

Check for updates A Comparative Analysis of Different Multilevel Approaches for Community Detection

Metaheuristics: 14th International Conference, MIC 2022, Syracuse, Italy, July 11–14, 2022, Proceedings

Guido Bordonaro

Rocco A Scollo

Vincenzo Cutello

Mario Pavone

2023/2/22

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

Optimization and Learning: 6th International Conference, OLA 2023, Malaga, Spain, May 3–5, 2023, Proceedings

Claudia Cavallaro

Vincenzo Cutello

Mario Pavone

Francesco Zito

2023/5/26

A Tabu Search Algorithm for the Map Labeling Problem

Claudia Cavallaro

Vincenzo Cutello

Mario Pavone

Francesco Zito

2023/9/6

Discovering Entities Similarities in Biological Networks Using a Hybrid Immune Algorithm

Informatics

Rocco A Scollo

Antonio G Spampinato

Georgia Fargetta

Vincenzo Cutello

Mario Pavone

2023/3

Deep Learning and Metaheuristic for Multivariate Time-Series Forecasting

Francesco Zito

Vincenzo Cutello

Mario Pavone

2023/8/31

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

Claudia Cavallaro

Vincenzo Cutello

Mario Pavone

Francesco Zito

2023/5/3

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

Claudia Cavallaro

Vincenzo Cutello

Mario Pavone

2023

Special issue on “Metaheuristics: Recent Advances and Applications”

Luca di Gaspero

Paola Festa

Amir Nakib

Mario Pavone

Mauricio Resende

2023/5

See List of Professors in Mario Pavone University(Università degli Studi di Catania)

Co-Authors

H-index: 138
Kalyanmoy Deb

Kalyanmoy Deb

Michigan State University

H-index: 109
Panos Pardalos

Panos Pardalos

University of Florida

H-index: 62
El-ghazali Talbi

El-ghazali Talbi

Université de Lille

H-index: 52
Natalio Krasnogor

Natalio Krasnogor

Newcastle University

H-index: 45
Doheon Lee

Doheon Lee

KAIST

H-index: 32
Luca Zammataro

Luca Zammataro

Yale University

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