Jacques Wainer

4.7k total citations
114 papers, 2.5k citations indexed

About

Jacques Wainer is a scholar working on Artificial Intelligence, Information Systems and Management Information Systems. According to data from OpenAlex, Jacques Wainer has authored 114 papers receiving a total of 2.5k indexed citations (citations by other indexed papers that have themselves been cited), including 37 papers in Artificial Intelligence, 26 papers in Information Systems and 24 papers in Management Information Systems. Recurrent topics in Jacques Wainer's work include Business Process Modeling and Analysis (23 papers), Service-Oriented Architecture and Web Services (15 papers) and Retinal Imaging and Analysis (11 papers). Jacques Wainer is often cited by papers focused on Business Process Modeling and Analysis (23 papers), Service-Oriented Architecture and Web Services (15 papers) and Retinal Imaging and Analysis (11 papers). Jacques Wainer collaborates with scholars based in Brazil, United States and Australia. Jacques Wainer's co-authors include Anderson Rocha, Siome Goldenstein, Paulo Barthelmess, A. B. Fowler, Herbert F. Jelinek, Akhil Kumar, R. A. Webb, Fábio Bezerra, Clarence A. Ellis and Ramon Pires and has published in prestigious journals such as Physical Review Letters, PLoS ONE and Communications of the ACM.

In The Last Decade

Jacques Wainer

106 papers receiving 2.3k citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Jacques Wainer Brazil 28 557 513 475 416 405 114 2.5k
Peter Corcoran Ireland 27 545 1.0× 672 1.3× 215 0.5× 1.2k 2.8× 29 0.1× 264 3.3k
Yong Tang China 19 364 0.7× 299 0.6× 88 0.2× 144 0.3× 46 0.1× 162 1.6k
Arthur L. Samuel United States 9 1.9k 3.5× 198 0.4× 164 0.3× 211 0.5× 88 0.2× 19 3.6k
Aytuğ Onan Türkiye 27 2.9k 5.1× 769 1.5× 221 0.5× 504 1.2× 44 0.1× 96 4.5k
Ruimin Shen China 24 698 1.3× 804 1.6× 90 0.2× 572 1.4× 21 0.1× 115 2.5k
Pablo Rodríguez Spain 37 536 1.0× 830 1.6× 209 0.4× 586 1.4× 30 0.1× 118 5.6k
Andreas Nürnberger Germany 23 1.3k 2.3× 674 1.3× 141 0.3× 531 1.3× 65 0.2× 176 2.5k
Hikmat Ullah Khan Pakistan 18 863 1.5× 402 0.8× 98 0.2× 242 0.6× 32 0.1× 97 2.0k
Lakshminarayanan Subramanian United States 30 721 1.3× 862 1.7× 54 0.1× 244 0.6× 49 0.1× 172 3.8k
Heidrun Schumann Germany 30 754 1.4× 207 0.4× 92 0.2× 2.9k 6.9× 54 0.1× 168 3.7k

Countries citing papers authored by Jacques Wainer

Since Specialization
Citations

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

Fields of papers citing papers by Jacques Wainer

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Jacques Wainer

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

All Works

20 of 20 papers shown
1.
Wainer, Jacques. (2024). An empirical evaluation of imbalanced data strategies from a practitioner’s point of view. Expert Systems with Applications. 256. 124863–124863. 2 indexed citations
2.
Liou, Alice P., et al.. (2023). AAV-Mediated Pancreatic Gene Therapy for Type-2 Diabetes. Metabolism. 142. 155476–155476.
3.
Júnior, Pedro Ribeiro Mendes, Terrance E. Boult, Jacques Wainer, & Anderson Rocha. (2021). Open-Set Support Vector Machines. IEEE Transactions on Systems Man and Cybernetics Systems. 52(6). 3785–3798. 18 indexed citations
4.
Wainer, Jacques & Gavin C. Cawley. (2017). Empirical evaluation of resampling procedures for optimising SVM hyperparameters. Journal of Machine Learning Research. 18(1). 475–509. 20 indexed citations
5.
Wainer, Jacques, Michael Eckmann, & Anderson Rocha. (2015). Peer-Selected “Best Papers”—Are They Really That “Good”?. PLoS ONE. 10(3). e0118446–e0118446. 8 indexed citations
6.
Wainer, Jacques, et al.. (2014). Robot Task Planning on Multiple Environments. International Journal of Computer and Electrical Engineering. 6(6). 444–456. 2 indexed citations
7.
Pires, Ramon, Herbert F. Jelinek, Jacques Wainer, Eduardo Valle, & Anderson Rocha. (2014). Advancing Bag-of-Visual-Words Representations for Lesion Classification in Retinal Images. PLoS ONE. 9(6). e96814–e96814. 68 indexed citations
8.
Jelinek, Herbert F., et al.. (2013). Quality control and multi-lesion detection in automated retinopathy classification using a visual words dictionary. 5857–5860. 5 indexed citations
9.
Wainer, Jacques, et al.. (2012). A Dynamic Threshold Algorithm for Anomaly Detection in Logs of Process Aware Systems. Journal of Information and Data Management. 3(3). 316–331. 9 indexed citations
10.
Jelinek, Herbert F., et al.. (2011). Machine learning and pattern classification in identification of indigenous retinal pathology. PubMed. 2011. 5951–5954. 25 indexed citations
11.
Wainer, Jacques, et al.. (2010). Ethnic Digital Exclusion in Brazil: National and Regional Data from 2001 to 2004. Information Technologies and International Development. 6(1). 34–47.
12.
Wainer, Jacques, et al.. (2008). HPB: A Model for Handling BN Nodes with High Cardinality Parents. Journal of Machine Learning Research. 9(70). 2141–2170. 5 indexed citations
13.
Wainer, Jacques, et al.. (2007). Using a hierarchical Bayesian model to handle high cardinality attributes with relevant interactions in a classification problem. International Joint Conference on Artificial Intelligence. 2504–2509. 4 indexed citations
14.
Wainer, Jacques, et al.. (2002). St-Guide: A State/Transition Representation Model for Clinical Guidelines. PubMed Central. 1 indexed citations
15.
Ellis, Colter, et al.. (2000). CORBA Based Architecture for Large Scale Workflow. IEICE Transactions on Communications. 83(5). 988–998. 5 indexed citations
16.
Geffner, Héctor & Jacques Wainer. (1998). Modeling Action, Knowledge and Control.. European Conference on Artificial Intelligence. 532–536. 15 indexed citations
17.
Wainer, Jacques, et al.. (1997). A temporal extension to the parsimonious covering theory. Artificial Intelligence in Medicine. 10(3). 235–255. 16 indexed citations
18.
Wainer, Jacques, et al.. (1996). Preferential multi-agent nonmonotonic logics: preliminary report. Principles of Knowledge Representation and Reasoning. 446–452. 1 indexed citations
19.
Wainer, Jacques. (1994). Yet another semantics of goals and goal priorities. European Conference on Artificial Intelligence. 269–273. 4 indexed citations
20.
Wainer, Jacques. (1993). Epistemic extension of propositional preference logics. International Joint Conference on Artificial Intelligence. 382–387. 3 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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