Ana L. C. Bazzan

6.0k total citations · 1 hit paper
186 papers, 3.7k citations indexed

About

Ana L. C. Bazzan is a scholar working on Transportation, Control and Systems Engineering and Artificial Intelligence. According to data from OpenAlex, Ana L. C. Bazzan has authored 186 papers receiving a total of 3.7k indexed citations (citations by other indexed papers that have themselves been cited), including 68 papers in Transportation, 60 papers in Control and Systems Engineering and 49 papers in Artificial Intelligence. Recurrent topics in Ana L. C. Bazzan's work include Transportation Planning and Optimization (66 papers), Traffic control and management (60 papers) and Transportation and Mobility Innovations (36 papers). Ana L. C. Bazzan is often cited by papers focused on Transportation Planning and Optimization (66 papers), Traffic control and management (60 papers) and Transportation and Mobility Innovations (36 papers). Ana L. C. Bazzan collaborates with scholars based in Brazil, United States and Germany. Ana L. C. Bazzan's co-authors include Franziska Klügl, Monireh Abdoos, Nasser Mozayani, Joachim Wahle, Michael Schreckenberg, Gustavo E. A. P. A. Batista, Maria Carolina Monard, Denise de Oliveira, Bo An and Yanhai Xiong and has published in prestigious journals such as Bioinformatics, PLoS ONE and Expert Systems with Applications.

In The Last Decade

Ana L. C. Bazzan

180 papers receiving 3.5k 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.

Reinforcement learning in urban network traffic signal control: A systematic literature review

2022 133 citations Ana L. C. Bazzan et al. Expert Systems with Applications profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Ana L. C. Bazzan Brazil	31	1.5k	1.4k	992	832	823	186	3.7k
Dušan Teodorović Serbia	34	750 0.5×	1.3k 1.0×	858 0.9×	752 0.9×	528 0.6×	116	3.4k
Enrique Onieva Spain	26	908 0.6×	439 0.3×	593 0.6×	827 1.0×	691 0.8×	96	2.7k
Pushkin Kachroo United States	29	1.2k 0.8×	681 0.5×	577 0.6×	444 0.5×	204 0.2×	150	2.5k
Cynthia Barnhart United States	41	443 0.3×	1.5k 1.1×	680 0.7×	1.2k 1.4×	228 0.3×	97	6.4k
Jean‐Yves Potvin Canada	45	740 0.5×	1.1k 0.8×	2.2k 2.2×	3.3k 4.0×	2.2k 2.7×	117	10.2k
Daqing Zhang China	30	512 0.3×	913 0.7×	251 0.3×	266 0.3×	681 0.8×	150	3.5k
Pieter Vansteenwegen Belgium	36	234 0.2×	1.4k 1.0×	740 0.7×	1.3k 1.5×	509 0.6×	134	4.6k
Ellis L. Johnson United States	38	543 0.4×	533 0.4×	368 0.4×	820 1.0×	380 0.5×	84	6.4k
Alberto Colorni Italy	16	315 0.2×	359 0.3×	312 0.3×	482 0.6×	1.1k 1.4×	41	3.1k
Saeed Asadi Bagloee Australia	21	575 0.4×	813 0.6×	555 0.6×	709 0.9×	146 0.2×	58	2.0k

Countries citing papers authored by Ana L. C. Bazzan

Since Specialization

Citations

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

Fields of papers citing papers by Ana L. C. Bazzan

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ana L. C. Bazzan. 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 Ana L. C. Bazzan. The network helps show where Ana L. C. Bazzan may publish in the future.

Co-authorship network of co-authors of Ana L. C. Bazzan

This figure shows the co-authorship network connecting the top 25 collaborators of Ana L. C. Bazzan. A scholar is included among the top collaborators of Ana L. C. Bazzan 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 Ana L. C. Bazzan. Ana L. C. Bazzan 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

Bazzan, Ana L. C., et al.. (2023). Multi-Objective, Multi-Armed Bandits: Algorithms for Repeated Games and Application to Route Choice. Revista de Informática Teórica e Aplicada. 30(1). 11–23.

Bazzan, Ana L. C., et al.. (2022). More Knowledge, More Efficiency: Using Non-Local Information on Multiple Traffic Attributes. 194–201. 1 indexed citations

Bazzan, Ana L. C., et al.. (2021). Quantifying the impact of non-stationarity in reinforcement learning-based traffic signal control. PeerJ Computer Science. 7. e575–e575. 6 indexed citations

Souza, Sérgio Ricardo de, et al.. (2019). A reinforcement learning-based multi-agent framework applied for solving routing and scheduling problems. Expert Systems with Applications. 131. 148–171. 94 indexed citations

Ramos, Gabriel de Oliveira, Bruno C. da Silva, & Ana L. C. Bazzan. (2017). Learning to Minimise Regret in Route Choice. Adaptive Agents and Multi-Agents Systems. 846–855. 12 indexed citations

Nunes, Ingrid, et al.. (2017). ABStractme: Modularized Environment Modeling in Agent-based Simulations. Adaptive Agents and Multi-Agents Systems. 1802–1804. 3 indexed citations

Bazzan, Ana L. C., et al.. (2016). Combining Car-to-Infrastructure Communication and Multi-Agent Reinforcement Learning in Route Choice.. International Joint Conference on Artificial Intelligence. 6 indexed citations

Bazzan, Ana L. C., et al.. (2016). A multiagent solution to overcome selfish routing in transportation networks. 1850–1855. 7 indexed citations

Silva, Bruno Castro da, et al.. (2016). Using Topological Statistics to Bias and Accelerate Route Choice: Preliminary Findings in Synthetic and Real-World Road Networks.. International Joint Conference on Artificial Intelligence. 5 indexed citations

10.

Ramos, Gabriel de Oliveira & Ana L. C. Bazzan. (2016). On Estimating Action Regret and Learning From It in Route Choice.. International Joint Conference on Artificial Intelligence. 3 indexed citations

11.

Bazzan, Ana L. C. & Camelia Chira. (2015). A Hybrid Evolutionary and Multiagent Reinforcement Learning Approach to Accelerate the Computation of Traffic Assignment: (Extended Abstract). Adaptive Agents and Multi-Agents Systems. 1723–1724. 1 indexed citations

12.

Xiong, Yanhai, Jiarui Gan, Bo An, Chunyan Miao, & Ana L. C. Bazzan. (2015). Optimal electric vehicle charging station placement. International Conference on Artificial Intelligence. 2662–2668. 41 indexed citations

13.

Bazzan, Ana L. C., Michael N. Huhns, Alessio Lomuscio, & Paul Scerri. (2014). Proceedings of the 2014 international conference on Autonomous agents and multi-agent systems. Adaptive Agents and Multi-Agents Systems. 157 indexed citations

14.

Bazzan, Ana L. C., et al.. (2012). Agent-based simulation of mobility in real-world transportation networks: effects of acquiring information and replanning en-route. Adaptive Agents and Multi-Agents Systems. 1351–1352. 3 indexed citations

15.

Bazzan, Ana L. C., et al.. (2009). Ant-based task allocation among teams. Adaptive Agents and Multi-Agents Systems. 1183–1184. 1 indexed citations

16.

Oliveira, Denise de, et al.. (2006). Reinforcement Learning based Control of Traffic Lights in Non-stationary Environments: A Case Study in a Microscopic Simulator.. CEUR Workshop Proceedings. 31–42. 36 indexed citations

17.

Bazzan, Ana L. C., Franziska Klügl, & Sascha Ossowskí. (2005). Agents in Traffic and Transportation (Whitestein Series in Software Agent Technologies). 4 indexed citations

18.

Bazzan, Ana L. C., Franziska Klügl, & Sascha Ossowskí. (2005). Agents in traffic and transportation: Exploring autonomy in logistics, management, simulation, and cooperative driving. Transportation Research Part C Emerging Technologies. 13(4). 251–254. 15 indexed citations

19.

Bazzan, Ana L. C., et al.. (2004). Advances in artificial intelligence - SBIA 2004 : 17th Brazilian Symposium on Artificial Intelligence, São Luis, Maranhão, Brazil, September 29 - October 1, 2004 : proceedings. Springer eBooks.

20.

Klügl, Franziska, Joachim Wahle, Ana L. C. Bazzan, & Michael Schreckenberg. (2000). Towards Anticipatory Traffic Forecast - Modelling of Route Choice Behaviour. 1 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.

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