Katia S. Guimarães

Affiliations:
  • Federal University of Pernambuco (UFPE), Center of Informatics, Recife, PE, Brazil
  • University of Maryland, College Park, MD, USA (PhD 1992)


According to our database1, Katia S. Guimarães authored at least 26 papers between 1992 and 2017.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2017
Copy Number Variations Detection: Unravelling the Problem in Tangible Aspects.
IEEE ACM Trans. Comput. Biol. Bioinform., 2017

Accurate Prediction of Haplotype Inference Errors by Feature Extraction.
Proceedings of the Bioinformatics Research and Applications - 13th International Symposium, 2017

A Novel Approach Based on Relevance Learning Vector Quantization Applied to the Inference of High-Order SNPs Interactions.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

2014
Insights on prediction of patients' response to anti-HIV therapies through machine learning.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013
IMSPeptider: A computational peptide collision cross-section area calculator based on a novel molecular dynamics simulation protocol.
J. Comput. Chem., 2013

HybHap: A Fast and Accurate Hybrid Approach for Haplotype Inference on Large Datasets.
Proceedings of the Advances in Bioinformatics and Computational Biology, 2013

2012
Associating Genotype Sequence Properties to Haplotype Inference Errors.
Proceedings of the Advances in Bioinformatics and Computational Biology, 2012

Accurate prediction of error in Haplotype Inference methods through neural networks.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011
Regene: Automatic Construction of a Multiple Component Dirichlet Mixture Priors Covariance Model to Identify Non-coding RNA.
Proceedings of the Bioinformatics Research and Applications - 7th International Symposium, 2011

2010
Insights on Haplotype Inference on Large Genotype Datasets.
Proceedings of the Advances in Bioinformatics and Computational Biology, 2010

2009
Logistic Biclustering Models for Protein Network Inference.
Proceedings of the Ninth IEEE International Conference on Bioinformatics and Bioengineering, 2009

2008
Editorial.
J. Discrete Algorithms, 2008

Interrogating domain-domain interactions with parsimony based approaches.
BMC Bioinform., 2008

Efficient representation and <i>P</i>-value computation for high-order Markov motifs.
Proceedings of the ECCB'08 Proceedings, 2008

Protein Interaction Network Based Prediction of Domain-Domain and Domain-Peptide Interactions.
Proceedings of the Protein-protein Interactions and Networks: Identification, 2008

2006
Decomposition of overlapping protein complexes: A graph theoretical method for analyzing static and dynamic protein associations.
Algorithms Mol. Biol., 2006

2005
Analyzing the Effect of Prior Knowledge in Genetic Regulatory Network Inference.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

A simpler Bayesian network model for genetic regulatory network inference.
Proceedings of the IEEE International Joint Conference on Neural Networks, 2005

2003
Protein secondary structure prediction with ICA feature extraction.
Proceedings of the NNSP 2003, 2003

Combining Few Neural Networks for Effective Secondary Structure Prediction.
Proceedings of the 3rd IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2003), 2003

1998
Reporting Exact and Approximate Regular Expression Matches.
Proceedings of the Combinatorial Pattern Matching, 9th Annual Symposium, 1998

1997
Binary Search and Recursive Graph Problems.
Theor. Comput. Sci., 1997

Exact and Approximate Computational Geometry Solutions of an Unrestricted Point Set Stereo Matching Problem.
Inf. Process. Lett., 1997

1995
Unbounded Search and Recursive Graph Problems.
Proceedings of the LATIN '95: Theoretical Informatics, 1995

1992
Selection Problems via M-Ary Queries.
Comput. Complex., 1992

On the Number Components of a Recursive Graph.
Proceedings of the LATIN '92, 1992


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