Igor T. Podolak
Igor T. Podolak
Faculty of Mathamatics and Computer Science, Jagiellonian University, Krakow, Poland
Verified email at uj.edu.pl
TitleCited byYear
Facial component extraction and face recognition with support vector machines
D Xi, IT Podolak, SW Lee
Proceedings of Fifth IEEE International Conference on Automatic Face Gesture …, 2002
472002
Hierarchical classifier with overlapping class groups
IT Podolak
Expert Systems with Applications 34 (1), 673-682, 2008
392008
Functional graph model of a neural network
IT Podolak
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 28 …, 1998
171998
Improved precision and recall metric for assessing generative models
T Kynkäänniemi, T Karras, S Laine, J Lehtinen, T Aila
Advances in Neural Information Processing Systems, 3929-3938, 2019
122019
Cramer-wold autoencoder
J Tabor, S Knop, P Spurek, I Podolak, M Mazur, S Jastrzębski
arXiv preprint arXiv:1805.09235, 2018
122018
Discovering structure in geographical metadata
I Podolak, U Demšar
Proceedings of the 12th conference in Geoinformatics, 1-7, 2004
112004
Theoretical foundations and experimental results for a hierarchical classifier with overlapping clusters
IT Podolak, A Roman
Computational Intelligence 29 (2), 357-388, 2013
102013
CORES: fusion of supervised and unsupervised training methods for a multi-class classification problem
IT Podolak, A Roman
Pattern Analysis and Applications 14 (4), 395-413, 2011
102011
Hierarchical estimator
S Brodowski, IT Podolak
Expert Systems with Applications 38 (10), 12237-12248, 2011
102011
Hierarchical classifier
IT Podolak, S Biel, M Bobrowski
International Conference on Parallel Processing and Applied Mathematics, 591-598, 2005
92005
A machine learning approach to synchronization of automata
I Podolak, A Roman, M Szykuła, B Zieliński
Expert Systems with Applications 97, 357-371, 2018
82018
A hierarchical classifier with growing neural gas clustering
IT Podolak, K Bartocha
International Conference on Adaptive and Natural Computing Algorithms, 283-292, 2009
82009
A hybrid neural system for phonematic transformation
IT Podolak, SW Lee, A Bielecki, E Majkut
Proceedings 15th International Conference on Pattern Recognition. ICPR-2000 …, 2000
82000
SOFSEM 2008: Theory and Practice of Computer Science: 34th Conference on Current Trends in Theory and Practice of Computer Science, Nový Smokovec, Slovakia, January 19-25, 2008 …
V Geffert, J Karhumäki, A Bertoni, B Preneel, P Návrat, M Bieliková
Springer, 2008
72008
Hierarchical rules for a hierarchical classifier
IT Podolak
International Conference on Adaptive and Natural Computing Algorithms, 749-757, 2007
72007
Feedforward neural network's sensitivity to input data representation
IT Podolak
Computer physics communications 117 (1-2), 181-188, 1999
71999
Phonematic translation of polish texts by the neural network
A Bielecki, IT Podolak, J Wosiek, E Majkut
ACTA PHYSICA POLONICA SERIES B 27, 2253-2264, 1996
71996
A new notion of weakness in classification theory
IT Podolak, A Roman
Computer Recognition Systems 3, 239-245, 2009
62009
Kernel change-point detection with auxiliary deep generative models
WC Chang, CL Li, Y Yang, B Póczos
arXiv preprint arXiv:1901.06077, 2019
52019
Density invariant detection of osteoporosis using growing neural gas
IT Podolak, SK Jastrzębski
Proceedings of the 8th International Conference on Computer Recognition …, 2013
42013
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Articles 1–20