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2020 – today
- 2021
[c16]Anna M. Bartkowiak
, Radoslaw Zimroz:
Importance of Variables in Gearbox Diagnostics Using Random Forests and Ensemble Credits. CISIM 2021: 3-13
2010 – 2019
- 2017
- [c15]Anna M. Bartkowiak, Jerzy Liebhart:
NMF in Screening Some Spirometric Data, an Insight into 12-Dimensional Data Space. CISIM 2017: 155-166 - 2015
- [c14]Anna M. Bartkowiak, Radoslaw Zimroz:
Probabilistic Principal Components and Mixtures, How This Works. CISIM 2015: 24-35 - [c13]Anna M. Bartkowiak, Radoslaw Zimroz:
NMF and PCA as Applied to Gearbox Fault Data. IDEAL 2015: 199-206 - 2013
- [c12]Anna Bartkowiak, Radoslaw Zimroz:
Efficacy of Some Primary Discriminant Functions in Diagnosing Planetary Gearboxes. CISIM 2013: 24-35 - 2012
- [c11]Anna Bartkowiak, Radoslaw Zimroz:
CCA in search of dimensionality of data from a normal and damaged gearbox. FedCSIS 2012: 27-34 - 2011
- [c10]Anna Bartkowiak:
Command and Block Profiles for Legitimate Users of a Computer Network. CISIM 2011: 295-304 - [c9]Anna Bartkowiak, Radoslaw Zimroz:
Sparse PCA for gearbox diagnostics. FedCSIS 2011: 25-31 - 2010
- [j4]Anna Bartkowiak:
Outliers in biometrical data: What's old, What's new. Int. J. Biom. 2(1): 2-18 (2010) - [j3]Anna Bartkowiak:
Outliers in some Faces and non-Faces data. Int. J. Biom. 2(3): 203-221 (2010) - [c8]Anna Bartkowiak:
Anomaly, novelty, one-class classification: A short introduction. CISIM 2010: 1-6
2000 – 2009
- 2009
- [j2]Anna Bartkowiak, Adam Szustalewicz:
Are amino acids counts in yeast ORFs negative binomial? Int. J. Biom. 1(3): 268-287 (2009) - 2008
- [c7]Anna Bartkowiak, Adam Szustalewicz:
Intrinsic Dimensionality of Data and of their Representatives. A Case Study of Amino-Acid Distribution in ORFs. CISIM 2008: 177-182 - [c6]Anna Bartkowiak:
Nonlinear Dimensionality Reduction by Isomap and MLEdim as Applied to Amino-Acid Distribution in Yeast ORFs. CISIM 2008: 183-188 - 2007
- [c5]Anna Bartkowiak:
Should Normal Distribution be Normal? The Student's T Alternative. CISIM 2007: 3-8 - [p3]Anna Bartkowiak, Niki Evelpidou, Andreas Vassilopoulos:
Visualization of Five Erosion Risk Classes using Kernel Discriminants. Advances in Information Processing and Protection 2007: 169-178 - 2006
- [p2]Anna Bartkowiak, Niki Evelpidou:
Visualization of Some Multi-Class Erosion Data Using GDA and Supervised SOM. Biometrics, Computer Security Systems and Artificial Intelligence Applications 2006: 13-22 - 2005
- [c4]Anna Bartkowiak, Nickolay T. Trendafilov:
Feature Extraction by the SCoTLASS: An Illustrative Example. Intelligent Information Systems 2005: 3-12 - [c3]Anna Bartkowiak, Piotr Lipinski:
Remarks on Evaluation of Correlation Dimension for 5 French Stock Data. SYNASC 2005: 121-128 - [p1]Anna Bartkowiak, Joanna Zdziarek, Niki Evelpidou, Andreas Vassilopoulos:
Choosing representative data items: Kohonen, Neural Gas or Mixture Model? Enhanced Methods in Computer Security, Biometric and Artificial Intelligence Systems 2005: 337-344 - 2004
- [c2]Anna Bartkowiak:
Visualizing large data by the SOM and GTM methods - what are we obtaining? Intelligent Information Systems 2004: 399-403 - 2001
- [c1]Anna Bartkowiak, Krystyna Zietak:
Backprojection of data vectors using a given covariance matrix. ACS 2001: 27-38 - 2000
- [j1]Anna Bartkowiak, Adam Szustalewicz:
Outliers - finding and classifying which genuine and which spurious. Comput. Stat. 15(1): 3-12 (2000)
Coauthor Index
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