Outliers - finding and classifying which genuine and which spurious. - Anna Bartkowiak; Adam Szustalewicz (Comput. Stat., 2000)

Backprojection of data vectors using a given covariance matrix. - Anna Bartkowiak; Krystyna Zietak (ACS, 2001)

Visualizing large data by the SOM and GTM methods - what are we obtaining? - Anna Bartkowiak (Intelligent Information Systems, 2004)

Choosing representative data items: Kohonen, Neural Gas or Mixture Model? - Anna Bartkowiak; Joanna Zdziarek; Niki Evelpidou; Andreas Vassilopoulos (Enhanced Methods in Computer Security, Biometric and Artificial Intelligence Systems, 2005)

Feature Extraction by the SCoTLASS: An Illustrative Example. - Anna Bartkowiak; Nickolay T. Trendafilov (Intelligent Information Systems, 2005)

Remarks on Evaluation of Correlation Dimension for 5 French Stock Data. - Anna Bartkowiak; Piotr Lipinski (SYNASC, 2005)

Visualization of Some Multi-Class Erosion Data Using GDA and Supervised SOM. - Anna Bartkowiak; Niki Evelpidou (Biometrics, Computer Security Systems and Artificial Intelligence Applications, 2006)

Visualization of Five Erosion Risk Classes using Kernel Discriminants. - Anna Bartkowiak; Niki Evelpidou; Andreas Vassilopoulos (Advances in Information Processing and Protection, 2007)

Should Normal Distribution be Normal? The Student's T Alternative. - Anna Bartkowiak (CISIM, 2007)

Nonlinear Dimensionality Reduction by Isomap and MLEdim as Applied to Amino-Acid Distribution in Yeast ORFs. - Anna Bartkowiak (CISIM, 2008)

Intrinsic Dimensionality of Data and of their Representatives. A Case Study of Amino-Acid Distribution in ORFs. - Anna Bartkowiak; Adam Szustalewicz (CISIM, 2008)

Are amino acids counts in yeast ORFs negative binomial? - Anna Bartkowiak; Adam Szustalewicz (Int. J. Biom., 2009)

Anomaly, novelty, one-class classification: A short introduction. - Anna Bartkowiak (CISIM, 2010)

Outliers in biometrical data: What's old, What's new. - Anna Bartkowiak (Int. J. Biom., 2010)

Outliers in some Faces and non-Faces data. - Anna Bartkowiak (Int. J. Biom., 2010)

Command and Block Profiles for Legitimate Users of a Computer Network. - Anna Bartkowiak (CISIM, 2011)

Sparse PCA for gearbox diagnostics. - Anna Bartkowiak; Radoslaw Zimroz (FedCSIS, 2011)

CCA in search of dimensionality of data from a normal and damaged gearbox. - Anna Bartkowiak; Radoslaw Zimroz (FedCSIS, 2012)

Efficacy of Some Primary Discriminant Functions in Diagnosing Planetary Gearboxes. - Anna Bartkowiak; Radoslaw Zimroz (CISIM, 2013)

Probabilistic Principal Components and Mixtures, How This Works. - Anna M. Bartkowiak; Radoslaw Zimroz (CISIM, 2015)

NMF and PCA as Applied to Gearbox Fault Data. - Anna M. Bartkowiak; Radoslaw Zimroz (IDEAL, 2015)

NMF in Screening Some Spirometric Data, an Insight into 12-Dimensional Data Space. - Anna M. Bartkowiak; Jerzy Liebhart (CISIM, 2017)

Importance of Variables in Gearbox Diagnostics Using Random Forests and Ensemble Credits. - Anna M. Bartkowiak; Radoslaw Zimroz (CISIM, 2021)