Jacek Tabor

According to our database1, Jacek Tabor authored at least 54 papers between 2002 and 2018.

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

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2018
Fast independent component analysis algorithm with a simple closed-form solution.
Knowl.-Based Syst., 2018

Semi-supervised discriminative clustering with graph regularization.
Knowl.-Based Syst., 2018

Lossy compression approach to subspace clustering.
Inf. Sci., 2018

Deep processing of structured data.
CoRR, 2018

Dynamical Isometry is Achieved in Residual Networks in a Universal Way for any Activation Function.
CoRR, 2018

Cramer-Wold AutoEncoder.
CoRR, 2018

Processing of missing data by neural networks.
CoRR, 2018

Cascade context encoder for improved inpainting.
CoRR, 2018

2017
ICA based on asymmetry.
Pattern Recognition, 2017

Extreme entropy machines: robust information theoretic classification.
Pattern Anal. Appl., 2017

R Package CEC.
Neurocomputing, 2017

Active function Cross-Entropy Clustering.
Expert Syst. Appl., 2017

Semi-supervised model-based clustering with controlled clusters leakage.
Expert Syst. Appl., 2017

Pointed subspace approach to incomplete data.
CoRR, 2017

Spherical Wards clustering and generalized Voronoi diagrams.
CoRR, 2017

Semi-supervised model-based clustering with controlled clusters leakage.
CoRR, 2017

Efficient mixture model for clustering of sparse high dimensional binary data.
CoRR, 2017

2016
Ellipticity and Circularity Measuring via Kullback-Leibler Divergence.
Journal of Mathematical Imaging and Vision, 2016

Incomplete data representation for SVM classification.
CoRR, 2016

Fast Entropy Clustering of sparse high dimensional binary data.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Optimal Ellipse Based Algorithm as an Approximate and Robust Solution of Minimum Volume Covering Ellipse Problem.
Proceedings of the Computer Information Systems and Industrial Management, 2016

2015
Multithreshold Entropy Linear Classifier: Theory and applications.
Expert Syst. Appl., 2015

Entropy Approximation in Lossy Source Coding Problem.
Entropy, 2015

Introduction to Cross-Entropy Clustering The R Package CEC.
CoRR, 2015

Extreme Entropy Machines: Robust information theoretic classification.
CoRR, 2015

Maximum Entropy Linear Manifold for Learning Discriminative Low-dimensional Representation.
CoRR, 2015

Maximum Entropy Linear Manifold for Learning Discriminative Low-Dimensional Representation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Cross-Entropy Clustering Approach to One-Class Classification.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

Spherical wards clustering and generalized Voronoi diagrams.
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

Detection of Elongated Structures with Hierarchical Active Partitions and CEC-Based Image Representation.
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015

Online Extreme Entropy Machines for Streams Classification and Active Learning.
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015

2014
Cross-entropy clustering.
Pattern Recognition, 2014

Two ellipsoid Support Vector Machines.
Expert Syst. Appl., 2014

Cluster based RBF Kernel for Support Vector Machines.
CoRR, 2014

Multithreshold Entropy Linear Classifier.
CoRR, 2014

A Local Gaussian Filter and Adaptive Morphology as Tools for Completing Partially Discontinuous Curves.
Proceedings of the Computer Information Systems and Industrial Management, 2014

2013
The memory center.
Inf. Sci., 2013

A local Gaussian filter and adaptive morphology as tools for completing partially discontinuous curves.
CoRR, 2013

Detection of Elliptical Shapes via Cross-Entropy Clustering.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Detection of Disk-Like Particles in Electron Microscopy Images.
Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013

Image Segmentation with Use of Cross-Entropy Clustering.
Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013

Weighted Approach to Projective Clustering.
Proceedings of the Computer Information Systems and Industrial Management, 2013

Mahalanobis Distance-Based Algorithm for Ellipse Growing in Iris Preprocessing.
Proceedings of the Computer Information Systems and Industrial Management, 2013

2012
Entropy of the Mixture of Sources and Entropy Dimension.
IEEE Trans. Information Theory, 2012

Detection of elliptical shapes via cross-entropy clustering
CoRR, 2012

Strict localization of eigenvectors and eigenvalues
CoRR, 2012

Cross-Entropy Clustering
CoRR, 2012

The memory centre
CoRR, 2012

Partition Reduction for Lossy Data Compression Problem
CoRR, 2012

Weighted Approach to Rényi Entropy
CoRR, 2012

A New Algorithm for Rotation Detection in Iris Pattern Recognition.
Proceedings of the Computer Information Systems and Industrial Management, 2012

2011
Entropy of the Mixture of Sources and Entropy Dimension
CoRR, 2011

k-means Approach to the Karhunen-Loeve Transform
CoRR, 2011

2002
Applications of Inverse Limits to Extensions of Operators and Approximation of Lipschitz Functions.
Journal of Approximation Theory, 2002


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