Ulisses de Mendonça Braga-Neto, Ph.D.
Research
- Statistical Pattern Recognition
- Small-Sample Classification and Error Estimation
- Genomic/Immunomic Signal Processing
Up-to-date publication list.
Teaching
- ECEN 649 Pattern Recognition.
- ECEN 447 Digital Image Processing.
- ECEN 689 Statistical Computation in Genomic Signal Processing (Fall 2009).
- Introduction to Computational Biology, Aggeu Magalhaes Institute, Recife, Brazil.
Service
- President-Elect of the MidSouth Computational Biology and Bioinformatics Society, 2009.
- Guest Editor: Supplement Issue of BMC Bionformatics - Sixth Annual MidSouth Computational Biology and Bioinformatics Society Conference, 2009.
- Guest Editor: Special Issue of Image and Vision Computing - 8th International Symposium on Mathematical Morphology, 2009.
- Guest Editor: Special Issue of the EURASIP Journal on Bioinformatics and Systems Biology - Applications of Signal Processing Techniques
to Bioinformatics, Genomics, and Proteomics, 2009.
- Publications Chair: GENSIPS'2009 - 7th IEEE International Workshop on Genomic Signal Processing and Statistics, Minneapolis, 2009.
- Program Committee Member: BSB'2009 - First Brazilian Symposium on Bioinformatics, Porto Alegre, Brazil, 2009.
- Publicity co-Chair: GENSIPS'2008 - 6th IEEE International Workshop on Genomic Signal Processing and Statistics, Phoenix, 2008.
- Program Committee Member: BIBE'2008 - 8th International Conference on BioInformatics and BioEngineering, Athens, Greece, 2008.
- Organizing Committee member and Program Committee co-Chair: ISMM'2007 - 8th International Symposium on Mathematical Morphology, Rio de Janeiro, Brazil, 2007.
- Poster Session Committee member: ISMB'2006 - 14th International Conference on Intelligent Systems for Molecular Biology, Fortaleza, Brazil, 2006.
- Reviewer (Selected Journals):
- Nucleic Acids Research
- Bioinformatics
- BMC Bioinformatics
- IEEE Transactions on Pattern Analysis and Machine Intelligence
- IEEE Transactions on Signal Processing
- IEEE Signal Processing Letters
- EURASIP Journal of Applied Signal Processing
Miscellanea
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My project on small-sample error estimation, "Theory and Application of Small-Sample Error Estimation in Genomic Signal Processing" has been funded by a 5-year NSF CAREER Award, starting March 1, 2009.
-
The paper "Is Cross-Validation Valid for Small-Sample Microarray
Classification?", by myself and Ed Dougherty,
has been appointed by the publisher of the ISI Web of Knowledge as
the "Fast-Breaking Paper" in the field of Computer Science for
February 2006.
-
Errata: The chapter "Classification," by myself and Ed
Dougherty, part of the book
Genomic Signal Processing and
Statistics, Hindawi Publishing Corp., 2005,
had unfortunate problems in Figures 3.8 and 3.9.
However, none of the conclusions
in the chapter changes due to these errors. Please download the
correct figures below:
Last modified: 2009.06.17