D-Index & Metrics Best Publications
Computer Science
Belgium
2023

D-Index & Metrics D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines.

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Computer Science D-index 110 Citations 140,006 521 World Ranking 129 National Ranking 1

Research.com Recognitions

Awards & Achievements

2023 - Research.com Computer Science in Belgium Leader Award

2022 - Research.com Computer Science in Belgium Leader Award

2016 - Evolutionary Computation Pioneer Award, IEEE Computational Intelligence Society

2015 - Fellow of the Association for the Advancement of Artificial Intelligence (AAAI) For seminal contributions to the foundations of swarm intelligence, including ant colony optimization and swarm robotics

2015 - IEEE Frank Rosenblatt Award

2010 - Member of Academia Europaea

2006 - IEEE Fellow For contributions to ant colony optimization and swarm intelligence.

Overview

What is he best known for?

The fields of study Marco Dorigo is best known for:

  • Artificial intelligence
  • Computer network
  • Metaheuristic

While working on this project, Marco Dorigo studies both Artificial intelligence and Human–computer interaction. His work blends Human–computer interaction and Artificial intelligence studies together. The study of Mathematical optimization is intertwined with the study of Heuristic in a number of ways. Marco Dorigo regularly links together related areas like Mathematical optimization in his Heuristic studies. Much of his study explores Ant colony optimization algorithms relationship to Ant colony. His Ant colony optimization algorithms research extends to Ant colony, which is thematically connected. By researching both Metaheuristic and Travelling salesman problem, Marco Dorigo produces research that crosses academic boundaries. He conducted interdisciplinary study in his works that combined Travelling salesman problem and Combinatorial optimization. His multidisciplinary approach integrates Combinatorial optimization and Extremal optimization in his work.

His most cited work include:

  • Swarm Intelligence (4511 citations)
  • Ant Algorithms for Discrete Optimization (2501 citations)
  • Ant colony optimization (2200 citations)

What are the main themes of his work throughout his whole career to date

His study deals with a combination of Artificial intelligence and Machine learning. Marco Dorigo incorporates Machine learning and Artificial intelligence in his research. Marco Dorigo performs multidisciplinary studies into Robot and Mobile robot in his work. Marco Dorigo undertakes interdisciplinary study in the fields of Mobile robot and Robot through his works. He undertakes multidisciplinary studies into Swarm behaviour and Swarm robotics in his work. In his research, Marco Dorigo performs multidisciplinary study on Mathematical optimization and Algorithm. His Algorithm study frequently draws connections to adjacent fields such as Metaheuristic. In his research, he undertakes multidisciplinary study on Metaheuristic and Meta-optimization. He frequently studies issues relating to Mathematical optimization and Meta-optimization.

Marco Dorigo most often published in these fields:

  • Artificial intelligence (83.72%)
  • Robot (49.30%)
  • Human–computer interaction (28.37%)

What were the highlights of his more recent work (between 2018-2022)?

  • Artificial intelligence (84.62%)
  • Robot (61.54%)
  • Swarm robotics (46.15%)

In recent works Marco Dorigo was focusing on the following fields of study:

His Novelty course of study focuses on Theology and Metaphor. His Theology research extends to the thematically linked field of Metaphor. As part of the same scientific family, he usually focuses on Block (permutation group theory), concentrating on Geometry and intersecting with Point (geometry). By researching both Point (geometry) and Geometry, he produces research that crosses academic boundaries. In his work, Marco Dorigo performs multidisciplinary research in Artificial intelligence and Data science. Marco Dorigo carries out multidisciplinary research, doing studies in Data science and Artificial intelligence. Marco Dorigo performs integrative Robot and Mobile robot research in his work. Mobile robot and Robot are two areas of study in which Marco Dorigo engages in interdisciplinary research. Marco Dorigo conducts interdisciplinary study in the fields of Swarm robotics and Robotics through his works.

Between 2018 and 2022, his most popular works were:

  • Reflections on the future of swarm robotics (84 citations)
  • Swarm Robotics: Past, Present, and Future [Point of View] (56 citations)
  • Blockchain Technology Secures Robot Swarms: A Comparison of Consensus Protocols and Their Resilience to Byzantine Robots (47 citations)

In his most recent research, the most cited works focused on:

  • Swarm robotics
  • Artificial intelligence
  • Robot

Marco Dorigo integrates Robot and Robotics in his research. He connects Robotics with Robot in his research. He performs multidisciplinary study on Swarm robotics and Artificial intelligence in his works. Marco Dorigo regularly links together related areas like Swarm behaviour in his Artificial intelligence studies. Marco Dorigo integrates many fields in his works, including Swarm behaviour and Swarm robotics. He conducted interdisciplinary study in his works that combined Point (geometry) and Geometry. He combines Geometry and Point (geometry) in his studies. His Blockchain research extends to the thematically linked field of Computer security. His Blockchain study frequently draws connections to other fields, such as Computer security.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Ant system: optimization by a colony of cooperating agents

M. Dorigo;V. Maniezzo;A. Colorni.
systems man and cybernetics (1996)

16403 Citations

Ant colony optimization: artificial ants as a computational intelligence technique

Marco Dorigo;Mauro Birattari;Thomas Stützle.
IEEE Computational Intelligence Magazine (2006)

15087 Citations

Ant Colony Optimization

M. Dorigo;M. Birattari;T. Stutzle.
(2004)

14820 Citations

Ant Colony Optimization.

Marco Dorigo;Mauro Birattari.
Encyclopedia of Machine Learning (2010)

11495 Citations

Ant colony system: a cooperative learning approach to the traveling salesman problem

M. Dorigo;L.M. Gambardella.
IEEE Transactions on Evolutionary Computation (1997)

11431 Citations

Swarm intelligence: from natural to artificial systems

Eric Bonabeau;Marco Dorigo;Guy Theraulaz.
(1999)

10445 Citations

Optimization, Learning and Natural Algorithms

M. Dorigo.
Ph.D. Thesis, Politecnico di Milano, Italy (1992)

5384 Citations

Distributed Optimization by Ant Colonies

Alberto Colorni;Marco Dorigo;Vittorio Maniezzo;Francisco Varela.
european conference on artificial life (1992)

4888 Citations

Ant colony optimization: a new meta-heuristic

M. Dorigo;G. Di Caro.
congress on evolutionary computation (1999)

4467 Citations

Ant algorithms for discrete optimization

Marco Dorigo;Gianni Di Caro;Luca M. Gambardella.
Artificial Life (1999)

4347 Citations

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