1 citations · 3 across the 4 of their papers we have counts for
4 papers
Cluster based RBF Kernel for Support Vector Machines
Wojciech Marian Czarnecki, Jacek Tabor
In the classical Gaussian SVM classification we use the feature space projection transforming points to normal distributions with fixed covariance matrices (identity in the standar…
Weighted Approach to Rényi Entropy
Marek Śmieja, Jacek Tabor
Rényi entropy of order αis a general measure of entropy. In this paper we derive estimations for the Rényi entropy of the mixture of sources in terms of the entropy of the single s…
The memory centre
Przemysław Spurek, Jacek Tabor
Let be given. As we know the, amount of bits needed to binary code with given accuracy () is approximately $ \m_{h}(x) \approx \log_{2}(\max {1, |\frac{x}{…
Partition Reduction for Lossy Data Compression Problem
Marek Śmieja, Jacek Tabor
We consider the computational aspects of lossy data compression problem, where the compression error is determined by a cover of the data space. We propose an algorithm which reduc…