Marcelo N. Kapp

Publication Activity (10 Years)

Years Active: 2003-2017
Publications (10 Years): 3

Top Topics

Support Vector Machine Classifiers

Selection Strategy

Texture Recognition

Top Venues

Publications

Paulo Rodrigo Cavalin, Marcelo N. Kapp, Luiz S. Oliveira
Multi-scale Forest Species Recognition Systems for Reduced Cost. CoRR (2017)
Paulo Rodrigo Cavalin, Marcelo N. Kapp, Luiz S. Oliveira
Multi-scale texture recognition systems with reduced cost: A case study on forest species. SMC (2017)
Paulo Rodrigo Cavalin, Marcelo N. Kapp, Luiz E. S. Oliveira
An Adaptive Multi-level Framework for Forest Species Recognition. BRACIS (2015)
Marcelo N. Kapp, Rodrigo Bloot, Paulo Rodrigo Cavalin, Luiz E. S. Oliveira
Automatic forest species recognition based on multiple feature sets. IJCNN (2014)
Paulo Rodrigo Cavalin, Marcelo N. Kapp, Jefferson G. Martins, Luiz E. Soares de Oliveira
A multiple feature vector framework for forest species recognition. SAC (2013)
Marcelo N. Kapp, Robert Sabourin, Patrick Maupin
A dynamic model selection strategy for support vector machine classifiers. Appl. Soft Comput. 12 (8) (2012)
Marcelo N. Kapp, Robert Sabourin, Patrick Maupin
A dynamic optimization approach for adaptive incremental learning. Int. J. Intell. Syst. 26 (11) (2011)
Marcelo N. Kapp, Robert Sabourin, Patrick Maupin
Adaptive Incremental Learning with an Ensemble of Support Vector Machines. ICPR (2010)
Marcelo N. Kapp, Robert Sabourin, Patrick Maupin
A PSO-based framework for dynamic SVM model selection. GECCO (2009)
Marcelo N. Kapp, Robert Sabourin, Patrick Maupin
An empirical study on diversity measures and margin theory for ensembles of classifiers. FUSION (2007)
Marcelo N. Kapp, Cinthia Obladen de Almendra Freitas, Robert Sabourin
Methodology for the design of NN-based month-word recognizers written on Brazilian bank checks. Image Vis. Comput. 25 (1) (2007)
José Josemar de Oliveira Jr., Marcelo N. Kapp, Cinthia Obladen de Almendra Freitas, João Marques de Carvalho, Robert Sabourin
Handwritten Recognition with Multiple Classifiers for Restricted Lexicon. SIBGRAPI (2004)
Marcelo N. Kapp, Cinthia Obladen de Almendra Freitas, Robert Sabourin
Handwritten Brazilian month recognition: an analysis of two NN architectures and a rejection mechanism. IWFHR (2004)
Marcelo N. Kapp, Cinthia Obladen de Almendra Freitas, Júlio C. Nievola, Robert Sabourin
Evaluating the Conventional and Class-Modular Architectures Feedforward Neural Network for Handwritten Word Recognition. SIBGRAPI (2003)