Roberto Battiti

9.5k total citations · 4 hit papers
98 papers, 6.1k citations indexed

About

Roberto Battiti is a scholar working on Computer Networks and Communications, Artificial Intelligence and Electrical and Electronic Engineering. According to data from OpenAlex, Roberto Battiti has authored 98 papers receiving a total of 6.1k indexed citations (citations by other indexed papers that have themselves been cited), including 45 papers in Computer Networks and Communications, 45 papers in Artificial Intelligence and 22 papers in Electrical and Electronic Engineering. Recurrent topics in Roberto Battiti's work include Metaheuristic Optimization Algorithms Research (20 papers), Advanced Multi-Objective Optimization Algorithms (12 papers) and Neural Networks and Applications (11 papers). Roberto Battiti is often cited by papers focused on Metaheuristic Optimization Algorithms Research (20 papers), Advanced Multi-Objective Optimization Algorithms (12 papers) and Neural Networks and Applications (11 papers). Roberto Battiti collaborates with scholars based in Italy, United States and China. Roberto Battiti's co-authors include Giampietro Tecchiolli, Mauro Brunato, A.M. Colla, Qingfu Zhang, Liangjun Ke, Marco Protasi, Alan A. Bertossi, Franco Mascia, A. Villani and Andrea Passerini and has published in prestigious journals such as International Journal of Computer Vision, IEEE Transactions on Vehicular Technology and Artificial Intelligence.

In The Last Decade

Roberto Battiti

91 papers receiving 5.7k citations

Hit 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.

Using mutual information for selecting features in supervised neural net learning

1994 1.9k citations Roberto Battiti IEEE Transactions on Neural Networks profile →
First- and Second-Order Methods for Learning: Between Steepest Descent and Newton's Method

1992 858 citations Roberto Battiti profile →
The Reactive Tabu Search

1994 528 citations Roberto Battiti, Giampietro Tecchiolli INFORMS Journal on Computing profile →
Statistical learning theory for location fingerprinting in wireless LANs

2005 429 citations Mauro Brunato, Roberto Battiti profile →

Peers

Countries citing papers authored by Roberto Battiti

Since Specialization

Citations

This map shows the geographic impact of Roberto Battiti'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 Roberto Battiti with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Roberto Battiti more than expected).

Fields of papers citing papers by Roberto Battiti

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Roberto Battiti. 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 Roberto Battiti. The network helps show where Roberto Battiti may publish in the future.

Co-authorship network of co-authors of Roberto Battiti

This figure shows the co-authorship network connecting the top 25 collaborators of Roberto Battiti. A scholar is included among the top collaborators of Roberto Battiti 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 Roberto Battiti. Roberto Battiti is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Learning Modulo Theories for constructive preference elicitation 2021 ·Artificial Intelligence ·(unknown), Stefano Teso, Roberto Battiti, Andrea Passerini	2
2	RoomTetris in room committing: why the role of minimum-length-of-stay requirements should be revisited 2021 ·International Journal of Contemporary Hospitality Management ·Roberto Battiti, Mauro Brunato, (unknown)	3
3	MOEA/D-ACO: A Multiobjective Evolutionary Algorithm Using Decomposition and AntColony 2013 ·IEEE Transactions on Cybernetics ·Liangjun Ke, Qingfu Zhang, Roberto Battiti	235
4	Active Learning of Pareto Fronts 2013 ·IEEE Transactions on Neural Networks and Learning Systems ·(unknown), Andrea Passerini, Roberto Battiti	34
5	Brain–Computer Evolutionary Multiobjective Optimization: A Genetic Algorithm Adapting to the Decision Maker 2010 ·IEEE Transactions on Evolutionary Computation ·Roberto Battiti, Andrea Passerini	77
6	Learning and Intelligent Optimization: Second International Conference, LION 2007 II, Trento, Italy, December 8-12, 2007. Selected Papers 2008 ·Vittorio Maniezzo, Roberto Battiti, Jean‐Paul Watson	2
7	Reactive Search and Intelligent Optimization 2008 ·CERN Document Server (European Organization for Nuclear Research) ·Roberto Battiti, Mauro Brunato, Franco Mascia	150
8	An experimental study of estimation-based metaheuristics for the probabilistic traveling salesman problem 2007 ·Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles) ·Prasanna Balaprakash, Mauro Birattari, Thomas Stützle, Marco Dorigo, Vittorio Maniezzo, Roberto Battiti, Jean‐Paul Watson	3
9	On partitioning of hypergraphs 2006 ·Discrete Mathematics ·(unknown), Roberto Battiti	0
10	Dynamic Self-Management of Autonomic Systems: The reputation, Quality and Credibility (RQC) Scheme 2004 ·Unitn Eprints Research (Università Degli Studi di Trento) ·(unknown), (unknown), Roberto Battiti	0
11	Reducing the number of hops between communication peers in a Bluetooth scatternet 2004 ·(unknown), Roberto Battiti, Carla Fabiana Chiasserini, Marco Ajmone Marsan	7
12	Price-based Congestion-Control in Wi-Fi Hot Spots 2003 ·HAL (Le Centre pour la Communication Scientifique Directe) ·Roberto Battiti, Marco Conti, Enrico Gregori, (unknown)	13
13	Reactive local search techniques for the maximum k-conjunctive constraint satisfaction problem (MAX-k-CCSP) 1999 ·Discrete Applied Mathematics ·Roberto Battiti, Marco Protasi	2
14	Greedy, prohibition, and reactive heuristics for graph partitioning 1999 ·IEEE Transactions on Computers ·Roberto Battiti, Alan A. Bertossi	65
15	Solving MAX-SAT with nonoblivious functions and history-based heuristics 1997 ·Roberto Battiti, Marco Protasi	1
16	Training neural nets with the reactive tabu search 1995 ·IEEE Transactions on Neural Networks ·Roberto Battiti, Giampietro Tecchiolli	80
17	The Reactive Tabu Search breakdown → 1994 ·INFORMS Journal on Computing ·Roberto Battiti, Giampietro Tecchiolli	528
18	Simulated annealing and Tabu search in the long run: A comparison on QAP tasks 1994 ·Computers & Mathematics with Applications ·Roberto Battiti, Giampietro Tecchiolli	52
19	Accelerated Backpropagation Learning: Two Optimization Methods. 1989 ·Complex Systems ·Roberto Battiti	112
20	Collective steropsis on the hypercube 1988 ·Roberto Battiti	4

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.

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