Gianni A. Di

14.1k total citations · 6 hit papers
107 papers, 8.4k citations indexed

About

Gianni A. Di is a scholar working on Computer Networks and Communications, Computer Vision and Pattern Recognition and Artificial Intelligence. According to data from OpenAlex, Gianni A. Di has authored 107 papers receiving a total of 8.4k indexed citations (citations by other indexed papers that have themselves been cited), including 61 papers in Computer Networks and Communications, 20 papers in Computer Vision and Pattern Recognition and 18 papers in Artificial Intelligence. Recurrent topics in Gianni A. Di's work include Mobile Ad Hoc Networks (28 papers), Distributed Control Multi-Agent Systems (23 papers) and Opportunistic and Delay-Tolerant Networks (23 papers). Gianni A. Di is often cited by papers focused on Mobile Ad Hoc Networks (28 papers), Distributed Control Multi-Agent Systems (23 papers) and Opportunistic and Delay-Tolerant Networks (23 papers). Gianni A. Di collaborates with scholars based in Switzerland, Italy and Belgium. Gianni A. Di's co-authors include Marco Dorigo, Luca Maria Gambardella, Frederick Ducatelle, Alessandro Giusti, Jawad Nagi, Jürgen Schmidhuber, Muddassar Farooq, Muhammad Saleem, Dan Cireşan and Jérôme Guzzi and has published in prestigious journals such as PLoS ONE, Annals of the New York Academy of Sciences and IEEE Access.

In The Last Decade

Gianni A. Di

104 papers receiving 7.6k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Ant Algorithms for Discrete Optimization

1999 1.8k citations Marco Dorigo, Gianni A. Di et al. profile →
Ant colony optimization: a new meta-heuristic

2003 1.4k citations Marco Dorigo, Gianni A. Di profile →
AntNet: Distributed Stigmergetic Control for Communications Networks

1998 1.0k citations Gianni A. Di, Marco Dorigo profile →
Max-pooling convolutional neural networks for vision-based hand gesture recognition

2011 450 citations Jawad Nagi, Frederick Ducatelle et al. Infoscience (Ecole Polytechnique Fédérale de Lausanne) profile →
A Machine Learning Approach to Visual Perception of Forest Trails for Mobile Robots

2015 414 citations Alessandro Giusti, Jérôme Guzzi et al. profile →
ARGoS: a modular, parallel, multi-engine simulator for multi-robot systems

2012 291 citations Gianni A. Di, Frederick Ducatelle et al. Swarm Intelligence profile →

Peers

Gianni A. Di

CNC

CVPR

EEE

IME

Mauro Birattari Belgium

Christopher J. Watkins United Kingdom

Zhihua Cui China

Gaurav Dhiman India

Vittorio Maniezzo Italy

Suash Deb Macao

A. E. Eiben Netherlands

Kevin M. Passino United States

Christian Blum Spain

Jeng‐Shyang Pan China

Mauro Birattari Belgium

Gianni A. Di

2.9k ×0.9

CNC

5.0k ×1.9

1.5k ×1.0

CVPR

1.2k ×0.9

EEE

1.9k ×1.7

IME

Citations per year, relative to Gianni A. Di Gianni A. Di (= 1×) peers Mauro Birattari

Countries citing papers authored by Gianni A. Di

Since Specialization

Citations

This map shows the geographic impact of Gianni A. Di's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Gianni A. Di with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Gianni A. Di more than expected).

Fields of papers citing papers by Gianni A. Di

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Gianni A. Di. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Gianni A. Di. The network helps show where Gianni A. Di may publish in the future.

Co-authorship network of co-authors of Gianni A. Di

This figure shows the co-authorship network connecting the top 25 collaborators of Gianni A. Di. A scholar is included among the top collaborators of Gianni A. Di based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Gianni A. Di. Gianni A. Di is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Di, Gianni A., et al.. (2022). A clustering metaheuristic for large orienteering problems. PLoS ONE. 17(7). e0271751–e0271751. 4 indexed citations

Guzzi, Jérôme, Alessandro Giusti, Luca Maria Gambardella, & Gianni A. Di. (2018). Artificial Emotions as Dynamic Modulators of Individual and Group Behavior in Multi-robot System. Adaptive Agents and Multi-Agents Systems. 2189–2191. 3 indexed citations

Flushing, Eduardo Feo, Luca Maria Gambardella, & Gianni A. Di. (2017). Simultaneous task allocation, data routing, and transmission scheduling in mobile multi-robot teams. 1861–1868. 19 indexed citations

Flushing, Eduardo Feo, Luca Maria Gambardella, & Gianni A. Di. (2016). On Decentralized Coordination for Spatial Task Allocation and Scheduling in Heterogeneous Teams. Adaptive Agents and Multi-Agents Systems. 988–996. 10 indexed citations

Flushing, Eduardo Feo, Luca Maria Gambardella, & Gianni A. Di. (2014). A mathematical programming approach to collaborative missions with heterogeneous teams. 396–403. 18 indexed citations

Nagi, Jawad, Alessandro Giusti, Luca Maria Gambardella, & Gianni A. Di. (2014). Human-swarm interaction using spatial gestures. 3834–3841. 62 indexed citations

Flushing, Eduardo Feo & Gianni A. Di. (2013). Relay node placement for performance enhancement with uncertain demand: A robust optimization approach. 556–563. 6 indexed citations

Ducatelle, Frederick, Gianni A. Di, & Luca Maria Gambardella. (2012). Spatial awareness in robotic swarms through local wireless communications. Adaptive Agents and Multi-Agents Systems. 1205–1206. 1 indexed citations

Giusti, Alessandro, Jawad Nagi, Luca Maria Gambardella, & Gianni A. Di. (2012). Distributed consensus for interaction between humans and mobile robot swarms (demonstration). Adaptive Agents and Multi-Agents Systems. 1503–1504. 5 indexed citations

10.

Di, Gianni A., Frederick Ducatelle, & Luca Maria Gambardella. (2012). A fully distributed communication-based approach for spatial clustering in robotic swarms. Infoscience (Ecole Polytechnique Fédérale de Lausanne). 7 indexed citations

11.

Giusti, Alessandro, Jawad Nagi, Luca Maria Gambardella, & Gianni A. Di. (2012). Distributed consensus for interaction between humans and mobile robot swarms. Infoscience (Ecole Polytechnique Fédérale de Lausanne). 9 indexed citations

12.

Brabazon, Anthony, Gianni A. Di, Rolf Drechsler, et al.. (2011). Applications of Evolutionary ComputationEvoApplications 2011: EvoCOMNET, EvoFIN, EvoHOT, EvoMUSART, EvoSTIM, and EvoTRANSLOG, Torino, Italy, April 27-29, 2011, Proceedings, Part II. PORTO Publications Open Repository TOrino (Politecnico di Torino). 6625. 1–510. 3 indexed citations

13.

Ducatelle, Frederick, Gianni A. Di, & Luca Maria Gambardella. (2010). Principles and applications of swarm intelligence for adaptive routing in telecommunications networks. Swarm Intelligence. 4(3). 173–198. 61 indexed citations

14.

Di, Gianni A., et al.. (2007). Deployable Application Layer Solution for Seamless Mobility Across Heterogeneous Networks.. Ad Hoc & Sensor Wireless Networks. 4. 1–42.

15.

Giacobini, Mario, Gianni A. Di, Andréas Fink, et al.. (2007). Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes: Preface. Lecture notes in computer science. 1 indexed citations

16.

Babaoğlu, Özalp, Geoffrey Canright, Andreas Deutsch, et al.. (2005). Design Patterns from Biology for Distributed Computing. Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna). 1. 1–27. 20 indexed citations

17.

Di, Gianni A., Frederick Ducatelle, & Luca Maria Gambardella. (2005). AntHocNet: an adaptive nature‐inspired algorithm for routing in mobile ad hoc networks. European Transactions on Telecommunications. 16(5). 443–455. 363 indexed citations

18.

Dorigo, Marco, Gianni A. Di, & Michaël Sampels. (2002). Proceedings of the Third International Workshop on Ant Algorithms. 4 indexed citations

19.

Di, Gianni A. & Marco Dorigo. (1998). Two Ant Colony Algorithms for Best-Effort Routing in Datagram Networks. Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles). 541–546. 94 indexed citations

20.

Di, Gianni A., et al.. (1998). An adaptive multi-agent routing algorithm inspired by ants behavior. Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles). 261–272. 37 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact