Fernando Buarque
Fernando Buarque[edit]
Fernando Buarque de Lima Neto is a Brazilian computer scientist and Artificial Intelligence researcher. He is professor of Artificial Intelligence at the centenary School of Engineering (POLI) of the University of Pernambuco (UPE), Recife-Brazil. His research interests are Computational Intelligence (Machine Learning)[1][2][3][4], Computational Semiotics[5][6][7][8], Applications of AI[9][10][11][12], and Intelligent Decision Support[13][14][15][16].
Academic Life[edit]
Fernando Buarque was born in Recife-Pernambuco-Brazil in 1965. He was educated (up to his Masters in Computer Science) in Brazil and in 1998, went to the UK where in 2002, he obtained his PhD at Imperial College London (at that time part of the University of London).
In July 2003, he returned from the UK to Brazil to pursue his professorial career at the University of Pernambuco. From 2004 to 2005 he was Head of Department Computing Engineering of POLI/UPE
In 2007 his team at the Computational Intelligence Research Group (CIRG, established in 2003) introduced the Fish School Search (FSS)[17] a swarm intelligence family of optimization algorithms that without external log and topological information about particles ia able to automatically on-the-fly switch between exploration and exploitation. Among many smart functionalities of FSS, the many variations available can perform: multimodal (wFSS)[18], many-objective (wmoFSS), mixed-data type (mFSS)[12],, and cultural (cwFSS) complex optimizations.
From 2007 to 2012, he was Head of the Post-Graduate Program in Computing Engineering of POLI/UPE, as well as Associate Vice-Chancellor – Postgraduate Programs of the University of Pernambuco.
In 2013, his team organized the first BRICS Congress ever (BRICS-CCI2013), versing on Computational Intelligence, in Porto de Galinhas-Brazil. In addition to the successful scientific gathering, it led in 2014, alongside other Latin American colleagues, to the creation of the Latin American Conference on Computational Intelligence (LA-CCI).
In 2013/2015 he held the office of President[19] of the Brazilian Society for Computational Intelligence (SBIC).
LACCI 2014, the first of the series, was first held in Bariloche-Argentina, followed by LACCI 2015, in Curitiba-Brazil. LA-CCI is currently an IEEE yearly international conference that brings together to Latin American Countries researchers to discuss their scientific output, and students to compete and attend the busy schools on Computational Intelligence. IEEE LA-CCI2016 was held in Cartagena de Indias-Colombia. IEEE LA-CCI2017 was held in Arequipa-Peru. IEEE LA-CCI2018 was held in Guadalajara-Mexico. IEEE LA-CCI2019 was held in Guayaquil-Ecuador. IEEE LA-CCI2020/21 is scheduled to happen in Temuco-Chile.
In 2018, with colleagues from Johannesburg-South Africa (University of Johannesburg), he published one of the first books on AI for children[20] (My-First-AI-Book: AI and Learning).
International Appointments[edit]
Honorary Professor – College of Engineering, Mathematics & Physical Sciences (CEMPS) of University of Exeter, England.
Visiting International Professor [21]– School of Business and Economics (FB4) - European Research Center (ERCIS) of University of Münster (WWU Münster), Germany.
Visiting Professor – School of Electrical Engineering (FEBE) of the University of Johannesburg (UJ), South Africa.
Adjunct Professor (external) – Department of Electrical & Computer Engineering (ECE) of Texas A&M University (TAMU), USA.
Current Leadership Positions[edit]
Board Member (2021–) – Advisory Board Institute for Intelligent Systems (IIS) at the University of Johannesburg, South Africa.
Board Member (2018/23) – Board of Science and Technology State (of Pernambuco) Foundation (FACEPE), Recife-Brazil.
Coordinator (2014–) – Steering Committee of the Latin American Conference on Computational Intelligence (LA-CCI), Latin America region.
Group Head (2004–) – Computational Intelligence Research Group (CIRG) at the University of Pernambuco, Brazil.
Sabbatical and other Academic visits[edit]
1. Department of Electrical & Computer Engineering (ECE, 2018–2019, Prof. José Principe) at the University of Florida (UF), Gainesville-USA.
2. European Research Center for Information System (ERCIS, 2014–2015, Prof. Bernd Hellingrath) at the University of Münster (WWU Münster), Münster-Germany.
3. Contraintes project-team (INRIA-Rocquencourt, 2012, Prof. François Fages) at Institut de recherche en informatique et automatique (INRIA), Paris-France.
Awards and Honors[edit]
Life Member (2020–, Chair #87)[22] – Academy of Science of Pernambuco (APC), Recife-Brazil.
Research Ambassador (2018/9)[23] – University of Münster (WWU Münster), Münster-Germany.
Humboldt Fellow (2014–) – Alexander von Humboldt Foundation (AvH), Bonn-Germany.
Senior Member (2007–) – Institute of Electrical and Electronics Engineers (IEEE), New York-USA
Laureate Cadet (Class '1984, Infantry) – Reserve Officers Academy of Recife (CPOR/R), Brazilian Army, Recife-Brazil.
External Links[edit]
2. Resumé
3. Biosketch
4. Full-CV (Brazilian Platform - LATTES) [In Portuguese]
7. ORCID page
8. DBLP page
9. Publons (Web-of-Science) page
10. Scopus page
12. Genealogy of Mathematics page
13. Linked-In page
14. Short-CV (Portuguese national platform - CienciaVitae) [In Portuguese]
15. Science Academy of Pernambuco (Chair #87) [In Portuguese]
References[edit]
- ↑ Rego, R. L. M. E.; Araujo, A. F. R.; Neto, F. B. de Lima (2010-02-XX). "Growing Self-Reconstruction Maps". IEEE Transactions on Neural Networks. 21 (2): 211–223. doi:10.1109/TNN.2009.2035312. ISSN 1941-0093. PMID 20007030. Unknown parameter
|s2cid=ignored (help); Check date values in:|date=(help) - ↑ Cavalcanti-Júnior, George M.; Lima-Neto, Fernando B.; Bastos-Filho, Carmelo J. A. (2013). "On the Analysis of HPSO Improvement by Use of the Volitive Operator of Fish School Search". International Journal of Swarm Intelligence Research (IJSIR). 4 (1): 62–77. doi:10.4018/jsir.2013010103. ISSN 1947-9263.
- ↑ Boulkaibet, I.; Mthembu, L.; De Lima Neto, F.; Marwala, T. (2015-01-01). "Finite element model updating using fish school search and volitive particle swarm optimization". Integrated Computer-Aided Engineering. 22 (4): 361–376. doi:10.3233/ICA-150495. ISSN 1069-2509.
- ↑ Menezes, Breno A. M.; Wrede, Fabian; Kuchen, Herbert; Neto, Fernando B. Lima (2018). "Parameter Selection for Swarm Intelligence Algorithms: Case Study on Parallel Implementation of FSS". International Journal of Swarm Intelligence Research (IJSIR). 9 (4): 1–20. doi:10.4018/IJSIR.2018100101. ISSN 1947-9263. Unknown parameter
|s2cid=ignored (help) - ↑ De Lima Neto, Fernando Buarque; Lima Martins, Denis Mayr; Vossen, Gottfried (2018-09-01). "A semiotic-inspired machine for personalized multi-criteria intelligent decision support". Data & Knowledge Engineering. 117: 225–238. doi:10.1016/j.datak.2018.07.012. ISSN 0169-023X.
- ↑ Martins, D. M. Lima; Vossen, G.; Neto, F. B. de Lima (2017-11-XX). "Learning database queries via intelligent semiotic machines". 2017 IEEE Latin American Conference on Computational Intelligence (LA-CCI): 1–6. doi:10.1109/LA-CCI.2017.8285698. ISBN 978-1-5386-3734-0. Unknown parameter
|s2cid=ignored (help); Check date values in:|date=(help) - ↑ Martins, D. M. L.; Neto, F. B. de Lima (2020-03-XX). "Hybrid Intelligent Decision Support Using a Semiotic Case-Based Reasoning and Self-Organizing Maps". IEEE Transactions on Systems, Man, and Cybernetics: Systems. 50 (3): 863–870. doi:10.1109/TSMC.2017.2749281. ISSN 2168-2232. Unknown parameter
|s2cid=ignored (help); Check date values in:|date=(help) - ↑ Martins, D. M. Lima; Vossen, G.; Neto, F. B. de Lima (2017-11-XX). "Learning database queries via intelligent semiotic machines". 2017 IEEE Latin American Conference on Computational Intelligence (LA-CCI): 1–6. doi:10.1109/LA-CCI.2017.8285698. ISBN 978-1-5386-3734-0. Unknown parameter
|s2cid=ignored (help); Check date values in:|date=(help) - ↑ Tan, Y.; Neto, F. Lima; Braga-Neto, U. (2020). "PALLAS: Penalized mAximum LikeLihood and pArticle Swarms for Inference of Gene Regulatory Networks from Time Series Data". IEEE/ACM Transactions on Computational Biology and Bioinformatics. PP: 1. doi:10.1109/TCBB.2020.3037090. ISSN 1557-9964. PMID 33170782 Check
|pmid=value (help). - ↑ Lucena, C. V.; Lacerda, M.; Caldas, R.; Neto, F. B. De Lima; Rativa, D. (2018). "Mastication Evaluation With Unsupervised Learning: Using an Inertial Sensor-Based System". IEEE Journal of Translational Engineering in Health and Medicine. 6: 1–10. doi:10.1109/JTEHM.2018.2797985. ISSN 2168-2372. PMC 5886753. PMID 29651365.
- ↑ Tan, Y.; Neto, F. B. Lima; Neto, U. B. (2020-09-XX). "Inference of Protein-Protein Interaction Networks from Liquid-Chromatography Mass-Spectrometry Data by Approximate Bayesian Computation-Sequential Monte Carlo Sampling". 2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP): 1–6. doi:10.1109/MLSP49062.2020.9231824. ISBN 978-1-7281-6662-9. Unknown parameter
|s2cid=ignored (help); Check date values in:|date=(help) - ↑ 12.0 12.1 Tan, Y.; Neto, F. B. Lima; Neto, U. Braga (2018-09-XX). "Inference of Gene Regulatory Networks by Maximum-Likelihood Adaptive Filtering and Discrete Fish School Search". 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP): 1–6. doi:10.1109/MLSP.2018.8516967. ISBN 978-1-5386-5477-4. Unknown parameter
|s2cid=ignored (help); Check date values in:|date=(help) - ↑ Davi, C. Cesar Medeiros; Silveira, D. Silva; Neto, F. Buarque de Lima (2014-03-XX). "A Framework Using Computational Intelligence Techniques for Decision Support Systems in Medicine". IEEE Latin America Transactions. 12 (2): 205–211. doi:10.1109/TLA.2014.6749539. ISSN 1548-0992. Unknown parameter
|s2cid=ignored (help); Check date values in:|date=(help) - ↑ Martins, D. M. L.; Neto, F. B. de Lima (2020-03-XX). "Hybrid Intelligent Decision Support Using a Semiotic Case-Based Reasoning and Self-Organizing Maps". IEEE Transactions on Systems, Man, and Cybernetics: Systems. 50 (3): 863–870. doi:10.1109/TSMC.2017.2749281. ISSN 2168-2232. Unknown parameter
|s2cid=ignored (help); Check date values in:|date=(help) - ↑ Jordan, T.; Wilde, P. de; Neto, F. B. de Lima (2020-07-XX). "Decision making for two learning agents acting like human agents : A proof of concept for the application of a Learning Classifier Systems". 2020 IEEE Congress on Evolutionary Computation (CEC): 1–8. doi:10.1109/CEC48606.2020.9185570. ISBN 978-1-7281-6929-3. Unknown parameter
|s2cid=ignored (help); Check date values in:|date=(help) - ↑ Braga, Diego de Siqueira; Niemann, Marco; Hellingrath, Bernd; Neto, Fernando Buarque de L. (2021-04-12). Combining Behavioral Experiments and Agent-based Social Simulation to Support Trust-aware Decision-making in Supply Chains. pp. 260–267. doi:10.5220/0006200802600267. ISBN 978-989-758-219-6. Search this book on
- ↑ Bastos Filho, Carmelo J. A.; de Lima Neto, Fernando B.; Lins, Anthony J. C. C.; Nascimento, Antonio I. S.; Lima, Marilia P. (2008-10-XX). "A novel search algorithm based on fish school behavior". 2008 IEEE International Conference on Systems, Man and Cybernetics. Singapore, Singapore: IEEE: 2646–2651. doi:10.1109/ICSMC.2008.4811695. ISBN 978-1-4244-2383-5. Unknown parameter
|s2cid=ignored (help); Check date values in:|date=(help) - ↑ Neto, F. Buarque De Lima; Lacerda, M. Gomes Pereira de (2014-10-XX). "Weight based fish school search". 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC): 270–277. doi:10.1109/SMC.2014.6973919. ISBN 978-1-4799-3840-7. Check date values in:
|date=(help) - ↑ Brazilian Computational Intelligent Society, SBIC (5 October 2020). "Past Presidents page of SBIC". SBIC. Retrieved 11 April 2021. Unknown parameter
|url-status=ignored (help) - ↑ Buarque de Lima Neto, Fernando (2018). MY FIRST A.I. BOOK – Artificial Intelligence and Learning. Johannesburg: Amazon Direct Publishing. p. 32. ISBN 978-1513654249. Search this book on
- ↑ European Research Center for Information Systems, ERCIS (11 April 2021). "Visiting Professor page". WWU Münster. Retrieved 11 April 2021. Unknown parameter
|url-status=ignored (help) - ↑ Science Academy of Pernambuco, APC (11 April 2021). "Incumbent Chair #87 of APC". APC Website. Retrieved 11 April 2021. Unknown parameter
|url-status=ignored (help) - ↑ Press Release - Ambassadors appointment, WWU Münster (10 July 2018). "Erste Forscher-Alumni-Botschafter ernannt (German)". Retrieved 11 April 2021. Unknown parameter
|url-status=ignored (help)
Confirmation of info on the draft[edit]
Confirmation of info on the draft[edit]
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