Igor T. Podolak

According to our database1, Igor T. Podolak authored at least 21 papers between 1998 and 2018.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

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On csauthors.net:

Bibliography

2018
A machine learning approach to synchronization of automata.
Expert Syst. Appl., 2018

On Latent Distributions Without Finite Mean in Generative Models.
CoRR, 2018

Cramer-Wold AutoEncoder.
CoRR, 2018

2014
Adaptive Active Learning as a Multi-armed Bandit Problem.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

2013
Theoretical Foundations and Experimental Results for a Hierarchical Classifier with Overlapping Clusters.
Computational Intelligence, 2013

Density Invariant Detection of Osteoporosis Using Growing Neural Gas.
Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013

Machine Learning with Known Input Data Uncertainty Measure.
Proceedings of the Computer Information Systems and Industrial Management, 2013

2012
Application of Hierarchical Classifier to Minimal Synchronizing Word Problem.
Proceedings of the Artificial Intelligence and Soft Computing, 2012

2011
Risk function estimation for subproblems in a hierarchical classifier.
Pattern Recognition Letters, 2011

CORES: fusion of supervised and unsupervised training methods for a multi-class classification problem.
Pattern Anal. Appl., 2011

Hierarchical Estimator.
Expert Syst. Appl., 2011

Risk Estimation for Hierarchical Classifier.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

Classifier Ensembles for Virtual Concept Drift - The DEnBoost Algorithm.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

2009
A Hierarchical Classifier with Growing Neural Gas Clustering.
Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009

2008
Hierarchical classifier with overlapping class groups.
Expert Syst. Appl., 2008

Algorithm for Intelligent Prediction of Requests in Business Systems.
Proceedings of the SOFSEM 2008: Theory and Practice of Computer Science, 2008

2007
Hierarchical Rules for a Hierarchical Classifier.
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

2005
Hierarchical Classifier.
Proceedings of the Parallel Processing and Applied Mathematics, 2005

2002
Facial Component Extraction and Face Recognition with Support Vector Machines.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

2000
A Hybrid Neural System for Phonematic Transformation.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1998
Functional graph model of a neural network.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 1998


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