Cassio P. de Campos

2.0k total citations
72 papers, 908 citations indexed

About

Cassio P. de Campos is a scholar working on Artificial Intelligence, Management Science and Operations Research and Computational Theory and Mathematics. According to data from OpenAlex, Cassio P. de Campos has authored 72 papers receiving a total of 908 indexed citations (citations by other indexed papers that have themselves been cited), including 65 papers in Artificial Intelligence, 26 papers in Management Science and Operations Research and 18 papers in Computational Theory and Mathematics. Recurrent topics in Cassio P. de Campos's work include Bayesian Modeling and Causal Inference (58 papers), Data Quality and Management (16 papers) and Rough Sets and Fuzzy Logic (12 papers). Cassio P. de Campos is often cited by papers focused on Bayesian Modeling and Causal Inference (58 papers), Data Quality and Management (16 papers) and Rough Sets and Fuzzy Logic (12 papers). Cassio P. de Campos collaborates with scholars based in Switzerland, United Kingdom and Brazil. Cassio P. de Campos's co-authors include Qiang Ji, Fábio Gagliardi Cozman, Marco Zaffalon, Denis Deratani Mauá, Giorgio Corani, Alessandro Antonucci, Mauro Scanagatta, Alessio Benavoli, Emanuele Zucca and Francesco Bertoni and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and Artificial Intelligence.

In The Last Decade

Cassio P. de Campos

69 papers receiving 864 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Cassio P. de Campos Switzerland 17 715 303 197 80 69 72 908
Man Leung Wong Hong Kong 18 667 0.9× 95 0.3× 157 0.8× 51 0.6× 14 0.2× 45 999
Krzysztof Dembczyński Poland 19 960 1.3× 282 0.9× 348 1.8× 93 1.2× 90 1.3× 38 1.4k
Sumitra Mukherjee United States 10 481 0.7× 128 0.4× 53 0.3× 76 0.9× 26 0.4× 36 693
Hsiang-Chuan Liu Taiwan 11 215 0.3× 393 1.3× 80 0.4× 60 0.8× 205 3.0× 64 622
Richard Spillman United States 9 300 0.4× 254 0.8× 116 0.6× 47 0.6× 38 0.6× 21 532
Vivekanand Gopalkrishnan Singapore 14 310 0.4× 297 1.0× 76 0.4× 103 1.3× 12 0.2× 30 777
Szymon Jaroszewicz Poland 14 223 0.3× 73 0.2× 103 0.5× 73 0.9× 135 2.0× 38 601
Premchand S. Nair United States 9 231 0.3× 409 1.3× 248 1.3× 103 1.3× 30 0.4× 23 608
Susana Montes Spain 18 388 0.5× 793 2.6× 417 2.1× 43 0.5× 379 5.5× 108 1.1k
Pannagadatta K. Shivaswamy United States 12 373 0.5× 74 0.2× 34 0.2× 29 0.4× 97 1.4× 15 589

Countries citing papers authored by Cassio P. de Campos

Since Specialization
Citations

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

Fields of papers citing papers by Cassio P. de Campos

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Cassio P. de Campos. 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 Cassio P. de Campos. The network helps show where Cassio P. de Campos may publish in the future.

Co-authorship network of co-authors of Cassio P. de Campos

This figure shows the co-authorship network connecting the top 25 collaborators of Cassio P. de Campos. A scholar is included among the top collaborators of Cassio P. de Campos 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 Cassio P. de Campos. Cassio P. de Campos 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.
Campos, Cassio P. de, et al.. (2024). Conditional probability table limit-based quantization for Bayesian networks: model quality, data fidelity and structure score. Applied Intelligence. 54(6). 4668–4688. 1 indexed citations
2.
Campos, Cassio P. de, et al.. (2021). High-Value Token-Blocking: Efficient Blocking Method for Record Linkage. ACM Transactions on Knowledge Discovery from Data. 16(2). 1–17. 4 indexed citations
3.
Rincón, Jesús Martínez del, et al.. (2019). A hierarchy of sum-product networks using robustness. International Journal of Approximate Reasoning. 113. 245–255. 1 indexed citations
4.
Campos, Cassio P. de, et al.. (2019). An Experimental Study of Prior Dependence in Bayesian Network Structure Learning.. TU/e Research Portal. 78–81. 2 indexed citations
5.
Scanagatta, Mauro, Giorgio Corani, Cassio P. de Campos, & Marco Zaffalon. (2018). Approximate structure learning for large Bayesian networks. Machine Learning. 107(8-10). 1209–1227. 18 indexed citations
6.
Scanagatta, Mauro, Giorgio Corani, Cassio P. de Campos, & Marco Zaffalon. (2016). Learning Treewidth-Bounded Bayesian Networks with Thousands of Variables. Research Portal (Queen's University Belfast). 29. 1462–1470. 19 indexed citations
7.
Scanagatta, Mauro, Cassio P. de Campos, Giorgio Corani, & Marco Zaffalon. (2015). Learning Bayesian networks with thousands of variables. Research Portal (Queen's University Belfast). 28. 1864–1872. 43 indexed citations
8.
Antonucci, Alessandro, Cassio P. de Campos, David Huber, & Marco Zaffalon. (2014). Approximate credal network updating by linear programming with applications to decision making. International Journal of Approximate Reasoning. 58. 25–38. 13 indexed citations
9.
Bock, Jasper De, Cassio P. de Campos, & Alessandro Antonucci. (2014). Global Sensitivity Analysis for MAP Inference in Graphical Models. Ghent University Academic Bibliography (Ghent University). 27. 2690–2698. 15 indexed citations
10.
Campos, Cassio P. de, Georgios Stamoulis, & Dennis Weyland. (2013). A Structured View on Weighted Counting with Relations to Quantum Computation and Applications.. Electronic colloquium on computational complexity. 20. 133. 3 indexed citations
11.
Campos, Cassio P. de, Paola M. V. Rancoita, Ivo Kwee, et al.. (2013). Discovering Subgroups of Patients from DNA Copy Number Data Using NMF on Compacted Matrices. PLoS ONE. 8(11). e79720–e79720. 6 indexed citations
12.
Mauá, Denis Deratani & Cassio P. de Campos. (2012). Anytime marginal maximum a posteriori inference. International Conference on Machine Learning. 1395–1402. 2 indexed citations
13.
Campos, Cassio P. de & Qiang Ji. (2011). Efficient Structure Learning of Bayesian Networks using Constraints. Journal of Machine Learning Research. 12(20). 663–689. 165 indexed citations
14.
Mauá, Denis Deratani & Cassio P. de Campos. (2011). Solving Decision Problems with Limited Information. Research Portal (Queen's University Belfast). 24(4). 603–611. 8 indexed citations
15.
Campos, Cassio P. de. (2011). New complexity results for MAP in Bayesian networks. International Joint Conference on Artificial Intelligence. 2100–2106. 19 indexed citations
16.
Antonucci, Alessandro, Yi Sun, Cassio P. de Campos, & Marco Zaffalon. (2010). Generalized loopy 2U: A new algorithm for approximate inference in credal networks. International Journal of Approximate Reasoning. 51(5). 474–484. 17 indexed citations
17.
Campos, Cassio P. de, et al.. (2008). Assembling a consistent set of sentences in relational probabilistic logic with stochastic independence. Journal of Applied Logic. 7(2). 137–154. 4 indexed citations
18.
Campos, Cassio P. de & Fábio Gagliardi Cozman. (2006). Computing lower and upper expectations under epistemic independence. International Journal of Approximate Reasoning. 44(3). 244–260. 20 indexed citations
19.
Campos, Cassio P. de & Fábio Gagliardi Cozman. (2005). Computing Lower and Upper Expectations under Epistemic Independence.. Research Portal (Queen's University Belfast). 78–87. 3 indexed citations
20.
Campos, Cassio P. de & Fábio Gagliardi Cozman. (2005). The inferential complexity of Bayesian and credal networks. Research Portal (Queen's University Belfast). 1313–1318. 45 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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