Publications

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2014

Homenda, Wladyslaw; Luckner, Marcin

Pattern recognition with rejection: Application to handwritten digits Inproceedings

2014 4th World Congress on Information and Communication Technologies (WICT 2014), pp. 326–331, IEEE, 2014, ISBN: 978-1-4799-8115-1.

Abstract | Links | BibTeX | Tags: Accuracy, Classification with rejection, Handwriting recognition, native and foreign elements, pattern recognition with rejection, Standards, Support Vector Machines, Testing, Text recognition

Luckner, Marcin

Global and local rejection option in multi-classification task Inproceedings

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 483–490, 2014, ISSN: 16113349.

Abstract | Links | BibTeX | Tags: Graph Ensemble, Pattern recognition, Rejection Option, Support Vector Machines

2013

Luckner, Marcin; Szyszko, Krzysztof

RBF ensemble based on reduction of DAG structure Inproceedings

Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, pp. 99–105, IEEE, Kraków, 2013.

Abstract | Links | BibTeX | Tags: Accuracy, binary classifiers, Chebyshev approximation, classes similarity, Classification, classification cost reduction, DAG structure reduction, Directed Acyclic Graph, directed graphs, Euclidean distance, Glass, Kernel, learning (artificial intelligence), pattern classification, Radial Basis Function, radial basis function ensemble, radial basis function networks, RBF ensemble, recognition accuracy, Support Vector Machines, UCI repository

2011

Luckner, Marcin

Reducing Number of Classifiers in DAGSVM Based on Class Similarity Inproceedings

Image Analysis and Processing – ICIAP 2011 Lecture Notes in Computer Science, pp. 514–523, Springer Berlin Heidelberg, 2011.

Abstract | Links | BibTeX | Tags: Classification, Directed Acyclic Graph, One–Against–One, Support Vector Machines

2008

Luckner, Marcin

Comparison of hierarchical svm structures in letters recognition task Inproceedings

IEEE CIS-Poland Chapter Edited Volume, Warsaw, Poland, 2008.

Links | BibTeX | Tags: decisions tree, hierar-, Pattern recognition, Support Vector Machines