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IEEE Transactions on Medical Imaging, ISSN 0278-0062, 02/2011, Volume 30, Issue 2, pp. 451 - 460
Journal Article
Pattern Recognition, ISSN 0031-3203, 09/2014, Volume 47, Issue 9, pp. 3070 - 3081
We develop a new non-parametric information theoretic clustering algorithm based on implicit estimation of cluster densities using the -nearest neighbors (... 
Divergence | k-nn | Parzen windowing | Scale | Entropy | Clustering | Information theory | K-nn | ALGORITHM | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Usage | Analysis | Algorithms | Clusters | Pattern recognition | Density
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2017, Volume 10597, pp. 35 - 42
Conference Proceeding
Signal Processing, ISSN 0165-1684, 08/2014, Volume 101, pp. 266 - 277
In this paper, we address M-QAM blind equalization by fitting the probability density functions (pdf) of the equalizer output with the constellation symbols.... 
ODE | pdf | Parzen windowing | Performance analysis | Blind equalization | SELF-RECOVERING EQUALIZATION | ALGORITHM | ENGINEERING, ELECTRICAL & ELECTRONIC | Analysis | Algorithms | Errors | Fittings | Equalizers | Blinds | Constellations | Probability density functions | Convergence | Engineering Sciences | Signal and Image processing
Journal Article
Statistics in Medicine, ISSN 0277-6715, 11/2008, Volume 27, Issue 25, pp. 5252 - 5270
Transcranial magnetic stimulation provides a mean to stimulate the brain non‐invasively and painlessly. The effect of the stimulation hereby depends on the... 
brain mapping | correlation ratio | Parzen windowing | transcranial magnetic stimulation | Kendall's τ | Transcranial magnetic stimulation | Correlation ratio | Brain mapping
Journal Article
Neurocomputing, ISSN 0925-2312, 2008, Volume 72, Issue 1, pp. 23 - 31
The contribution of this paper is to provide a new input space analysis of the properties of sum-of-squared-error -means clustering performed in a Mercer... 
K-means | Sum-of-squared-error clustering | Parzen windowing | Mercer kernels | Information theory | Renyi entropy | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
IEEE Geoscience and Remote Sensing Letters, ISSN 1545-598X, 03/2012, Volume 9, Issue 2, pp. 312 - 316
Journal Article
Journal Article
2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), ISSN 1551-2541, 09/2013, pp. 1 - 6
We develop a new non-parametric hierarchical information theoretic clustering algorithm based on implicit estimation of cluster densities using k-nearest... 
kernel density estimation | Parzen windowing | Clustering algorithms | Estimation | Signal processing algorithms | Information theoretic clustering | Cost function | Entropy | Robustness | robustness to scale | Kernel | k-nearest neighbors
Conference Proceeding
IEEE Transactions on Signal Processing, ISSN 1053-587X, 07/2007, Volume 55, Issue 7, pp. 3262 - 3271
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 06/2004, Volume 52, Issue 6, pp. 1489 - 1498
Journal Article
Kongzhi Lilun Yu Yingyong/Control Theory and Applications, ISSN 1000-8152, 12/2009, Volume 26, Issue 12, pp. 1401 - 1404
Journal Article
2007 Chinese Control Conference, ISSN 1934-1768, 07/2007, pp. 270 - 274
This paper presents an entropy minimization algorithm for nonlinear system identification based on the information theory. The Parzen windowing estimator is... 
Backpropagation | Adaptive systems | Minimization methods | Entropy optimization | Identification | Information entropy | Parzen windowing | Neural networks | Backpropagation algorithms | Probability density function | System identification | Performance analysis | Nonlinear systems | Information theory
Conference Proceeding
21st European Signal Processing Conference (EUSIPCO 2013), ISSN 2219-5491, 09/2013, pp. 1 - 5
In this paper, we investigate blind equalization techniques based on information theoretic criteria. They involve estimating the probability density function... 
Blind equalizers | Adaptation models | pdf | Parzen windowing | Signal processing algorithms | Cost function | Complexity theory | Blind equalization | Convergence
Conference Proceeding
IEEE Transactions on Neural Networks, ISSN 1045-9227, 09/2002, Volume 13, Issue 5, pp. 1035 - 1044
Journal Article
2011 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC), 09/2011, pp. 1 - 4
To solve the mis-clusters caused by the traditional information cut algorithm when it is applied to segment images with gray changes, modified information cut... 
Wavelet transforms | Image segmentation | Microwave integrated circuits | Parzen windowing | undecimated wavelet transformation | Image edge detection | Noise | Clustering algorithms | information cut | image segmentation
Conference Proceeding
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