Celso G Camilo-Junior

Associate Professor

Instituto de Informática
Universidade Federal de Goiás- Brazil

Research Interests

Evolutionary Computation, Meta-heuristics and Machine, Learning applied to Software Testing, Program Repair, Genetic Improvement and Web Mining.

Research groups

I4Soft

Intelligence for Software is a research group on Computational Intelligence approaches applied to software development challenges, specially Software Testing and Repair.

WEBi

WEBi is a research group on Web Intelligence, specially on Social Mining.

I am recruiting motivated PhD and MSc students to join my groups!

Talks / Visits



Teaching

Artificial Intelligence, Meta-heuristics, Evolutionary Computation and Search-based Software Engineering

Recent Publications

  1. SILVA, E. Q.;CAMILO-JUNIOR, C. G.;PASCOAL, L. M. L.; ROSA, T. . An evolutionary approach for combining results of Recommender Systems techniques based on Collaborative Filtering. Expert Systems with Applications, v. 00, p. 00, 2016.
  2. OLIVEIRA, V. P. L. ; SOUZA, E. F. ; GOUES, C. L. ;CAMILO-JUNIOR, C. G.. Improved crossover operators for genetic programming for program repair. In: 8th International Symposium on Search Based Software Engineering (SSBSE 2016), 2016, Raleigh, 2016.
  3. NORONHA, E. ;CAMILO-JUNIOR, C. G.;Vincenzi, A. M. R.. SCOUT: A Multi-objective Method to Select Components in Designing Unit Testing. In: 27th International Symposium on Software Reliability Engineering, 2016, Ottawa, 2016.
  4. NORONHA, E. ; FARIA, K. ;CAMILO-JUNIOR, C. G.;Vincenzi, A. M. R.. AMT: An Android Mirror Tool for Instant Feedback Across Platform. In: CBSoft2016, 2016, Maringa, 2016.
  5. NUNES, B. ; QUIJANO, E. H. D. ;CAMILO-JUNIOR, C. G.; RODRIGUES, C. . SBSTFrame: a framework to search-based software testing. In: IEEE International Conference on Systems, Man, and Cybernetics, 2016, Budapeste, 2016.
  6. RODRIGUES, R. G. ; ROSA, T. ;CAMILO-JUNIOR, C. G.. SentiHealth-Cancer: A sentiment analysis tool to help detecting mood of patients in online social networks. International Journal of Medical Informatics, p. 80-95, 2015.
  7. ULLMANN, M.;FERREIRA, D. J.;CAMILO-JUNIOR, C. G.; CAETANO, S. S. ; ASSIS, L. . Formation of Learning Groups in cMoocs Using Particle Swarm Optimization. In: IEEE Congress on Evolutionary Computation - CEC, 2015, SENDAI.
  8. CAETANO, S. S. ;FERREIRA, D. J.;CAMILO-JUNIOR, C. G.. A Hybrid Genetic Algorithm for Group Formation at Workplace. In: IEEE Congress on Evolutionary Computation - CEC, 2015, SENDAI.
  9. ULLMANN, M.;FERREIRA, D. J.;CAMILO-JUNIOR, C. G.. Collaborative Group Formation in Moocs Using Particle Swarm Optimization Method. In: European Conference on Operational Research, 2015, Glasgow.
  10. PASCOAL, L. M. L.;CAMILO-JUNIOR, C. G.;SILVA, E. Q.; ROSA, T. . A Social-Evolutionary Approach to Compose a Similarity Function Used on Event Recommendation. In: IEEE Congress on Evolutionary Computation, 2014, Beijin.
  11. SILVA, E. Q.;CAMILO-JUNIOR, C. G.;PASCOAL, L. M. L.; ROSA, T. . An evolutionary approach for combining results of Recommender Systems techniques based on Collaborative Filtering. In: IEEE Congress on Evolutionary Computation, 2014, Beijin.
  12. NORONHA, E. ;Vincenzi, A. M. R.;CAMILO-JUNIOR, C. G.. Prioritization of Artifacts for Unit Testing Using Genetic Algorithm Multi-objective Non Pareto. In: International Conference on Software Engineering Research and Practice, 2014, Las Vegas.
  13. Funabashi, R. J.; DELAMARO, M. E. ;CAMILO-JUNIOR, C. G.;Vincenzi, A. M. R.. Test Data Generation Based on GUI: A Systematic Mapping. In: International Conference on Software Engineering Advances -- ICSEA, 2014, Nice, France.
  14. OLIVEIRA, A.;CAMILO-JUNIOR, C. G.;Vincenzi, A. M. R.. A Coevolutionary Algorithm to Automatic Test Case Selection and Mutant in Mutation Testing. In: IEEE Congress on Evolutionary Computation - CEC 2013, 2013, CANCUN. Proceedings 2013 IEEE Congress on Evolutionary Computation, 2013.
  15. MONCAO, A. C. B. L. ;CAMILO-JUNIOR, C. G.; QUEIROZ, L. T. ; RODRIGUES, C. ;Vincenzi, A. M. R.;LEITAO-JUNIOR, P. S.. Shrinking a Database to Perform SQL Mutation Tests Using an Evolutionary Algorithm. In: IEEE Congress on Evolutionary Computation - CEC 2013, 2013, CANCUN. Proceedings IEEE Congress on Evolutionary Computation - CEC 2013, 2013.
  16. CAETANO, S. S. ;FERREIRA, D. J.;CAMILO-JUNIOR, C. G.. Multi-Objective Genetic Algorithm for Competency-Based Selection of Auditing Teams. Journal of Software & Systems Development, v. 01, p. 1-12, 2013.

Contact me

Room 211

Instituto de Informática (INF) Universidade Federal de Goiás

Alameda Palmeiras, Quadra D, Campus Samambaia CEP 74690-900 - Goiânia - GO - Brazil

celso@inf.ufg.br
celsocamilo@gmail.com
www.inf.ufg.br/~celso