A stopping rule for structure-preserving variable selection. - Wojtek J. Krzanowski (Stat. Comput., 1996)

Efficient cross-validation of principal components. - Wojtek J. Krzanowski (Stat. Comput., 1996)

Mixture separation for mixed-mode data. - C. J. Lawrence; Wojtek J. Krzanowski (Stat. Comput., 1996)

Software diversity: practical statistics for its measurement and exploitation. - Derek Partridge; Wojtek J. Krzanowski (Inf. Softw. Technol., 1997)

Recent trends and developments in computational multivariate analysis. - Wojtek J. Krzanowski (Stat. Comput., 1997)

Non-parametric smoothing of the location model in mixed variable discrimination. - O. Asparoukhov; Wojtek J. Krzanowski (Stat. Comput., 2000)

On the use of cross-validation to assess performance in multivariate prediction. - Philip Jonathan; Wojtek J. Krzanowski; W. V. McCarthy (Stat. Comput., 2000)

Experimental Comparison of Classification Uncertainty for Randomised and Bayesian Decision Tree Ensembles. - Vitaly Schetinin; Derek Partridge; Wojtek J. Krzanowski; Richard M. Everson; Jonathan E. Fieldsend; Trevor C. Bailey; Adolfo Hernández (IDEAL, 2004)

Biased estimation in a simple multivariate regression model. - S. Ejaz Ahmed; Wojtek J. Krzanowski (Comput. Stat. Data Anal., 2004)

Two Projection Methods for Use in the Analysis of Multivariate Process Data With an Illustration in Petrochemical Production. - Julie Badcock; Trevor C. Bailey; Philip Jonathan; Wojtek J. Krzanowski (Technometrics, 2004)

The Bayesian Decision Tree Technique with a Sweeping Strategy - Vitaly Schetinin; Jonathan E. Fieldsend; Derek Partridge; Wojtek J. Krzanowski; Richard M. Everson; Trevor C. Bailey; Adolfo Hernández (CoRR, 2005)

Estimating Classification Uncertainty of Bayesian Decision Tree Technique on Financial Data - Vitaly Schetinin; Jonathan E. Fieldsend; Derek Partridge; Wojtek J. Krzanowski; Richard M. Everson; Trevor C. Bailey; Adolfo Hernández (CoRR, 2005)

Optimising k. - David J. Hand; Wojtek J. Krzanowski (Comput. Stat. Data Anal., 2005)

Improved biclustering of microarray data demonstrated through systematic performance tests. - Heather L. Turner; Trevor C. Bailey; Wojtek J. Krzanowski (Comput. Stat. Data Anal., 2005)

Biclustering Models for Structured Microarray Data. - Heather L. Turner; Trevor C. Bailey; Wojtek J. Krzanowski; Cheryl A. Hemingway (IEEE ACM Trans. Comput. Biol. Bioinform., 2005)

Interpretability of Bayesian Decision Trees Induced from Trauma Data. - Derek Partridge; Vitaly Schetinin; Dayou Li; Timothy J. Coats; Jonathan E. Fieldsend; Wojtek J. Krzanowski; Richard M. Everson; Trevor C. Bailey (ICAISC, 2006)

Optimising Data-Driven Safety Related Systems. - Richard M. Everson; Jonathan E. Fieldsend; Trevor C. Bailey; Wojtek J. Krzanowski; Derek Partridge; Vitaly Schetinin; Adolfo Hernández (SSS, 2006)

Classification with Confidence for Critical Systems. - Derek Partridge; Trevor C. Bailey; Richard M. Everson; Jonathan E. Fieldsend; Adolfo Hernández; Wojtek J. Krzanowski; Vitaly Schetinin (SSS, 2006)

Confidence in Classification: A Bayesian Approach. - Wojtek J. Krzanowski; Trevor C. Bailey; Derek Partridge; Jonathan E. Fieldsend; Richard M. Everson; Vitaly Schetinin (J. Classif., 2006)

Comparison of the Bayesian and Randomised Decision Tree Ensembles within an Uncertainty Envelope Technique. - Vitaly Schetinin; Jonathan E. Fieldsend; Derek Partridge; Wojtek J. Krzanowski; Richard M. Everson; Trevor C. Bailey; Adolfo Hernández (J. Math. Model. Algorithms, 2006)

A Bayesian Methodology for Estimating Uncertainty of Decisions in Safety-Critical Systems. - Vitaly Schetinin; Jonathan E. Fieldsend; Derek Partridge; Wojtek J. Krzanowski; Richard M. Everson; Trevor C. Bailey; Adolfo Hernández (Integrated Intelligent Systems for Engineering Design, 2006)

The Bayesian Decision Tree Technique Using an Adaptive Sampling Scheme. - Vitaly Schetinin; Wojtek J. Krzanowski; Carsten Maple (CBMS, 2007)

A recursive partitioning tool for interval prediction. - Wojtek J. Krzanowski; David J. Hand (Adv. Data Anal. Classif., 2007)

Variable selection in discriminant analysis based on the location model for mixed variables. - Nor Idayu Mahat; Wojtek Janusz Krzanowski; Adolfo Hernández (Adv. Data Anal. Classif., 2007)

Detecting multiple outliers in linear regression using a cluster method combined with graphical visualization. - Sung-Soo Kim; Wojtek J. Krzanowski (Comput. Stat., 2007)

On optimal intervention for customer lifetime value. - Martin Crowder; David J. Hand; Wojtek J. Krzanowski (Eur. J. Oper. Res., 2007)

Representing classifier confidence in the safety critical domain: an illustration from mortality prediction in trauma cases. - Trevor C. Bailey; Richard M. Everson; Jonathan E. Fieldsend; Wojtek J. Krzanowski; Derek Partridge; Vitaly Schetinin (Neural Comput. Appl., 2007)

Optimal predictive partitioning. - David J. Hand; Wojtek J. Krzanowski; Martin Crowder (Stat. Comput., 2007)

Confident Interpretation of Bayesian Decision Tree Ensembles for Clinical Applications. - Vitaly Schetinin; Jonathan E. Fieldsend; Derek Partridge; Timothy J. Coats; Wojtek J. Krzanowski; Richard M. Everson; Trevor C. Bailey; Adolfo Hernández (IEEE Trans. Inf. Technol. Biomed., 2007)

Estimating Classification Uncertainty of Bayesian Decision TreeTechnique on Financial Data. - Vitaly Schetinin; Jonathan E. Fieldsend; Derek Partridge; Wojtek J. Krzanowski; Richard M. Everson; Trevor C. Bailey; Adolfo Hernández (Perception-based Data Mining and Decision Making in Economics and Finance, 2007)

A simple method for screening variables before clustering microarray data. - Wojtek J. Krzanowski; David J. Hand (Comput. Stat. Data Anal., 2009)

A Bayesian Methodology for Estimating Uncertainty of Decisions in Safety-Critical Systems - Vitaly Schetinin; Jonathan E. Fieldsend; Derek Partridge; Wojtek J. Krzanowski; Richard M. Everson; Trevor C. Bailey; Adolfo Hernández (CoRR, 2010)

Bayesian Decision Trees for predicting survival of patients: A study on the US National Trauma Data Bank. - Vitaly Schetinin; Livia Jakaite; Janis Jakaitis; Wojtek J. Krzanowski (Comput. Methods Programs Biomed., 2013)

Prediction of survival probabilities with Bayesian Decision Trees. - Vitaly Schetinin; Livia Jakaite; Wojtek J. Krzanowski (Expert Syst. Appl., 2013)

Exploratory factor and principal component analyses: some new aspects. - Nickolay T. Trendafilov; Steffen Unkel; Wojtek J. Krzanowski (Stat. Comput., 2013)

Bayesian Predictive Modelling: Application to Aircraft Short-Term Conflict Alert System. - Vitaly Schetinin; Livia Jakaite; Wojtek J. Krzanowski (BMA@UAI, 2015)

Bayesian averaging over Decision Tree models for trauma severity scoring. - Vitaly Schetinin; Livia Jakaite; Wojtek J. Krzanowski (Artif. Intell. Medicine, 2018)

Bayesian learning of models for estimating uncertainty in alert systems: Application to air traffic conflict avoidance. - Vitaly Schetinin; Livia Jakaite; Wojtek J. Krzanowski (Integr. Comput. Aided Eng., 2018)

Bayesian averaging over decision tree models: An application for estimating uncertainty in trauma severity scoring. - Vitaly Schetinin; Livia Jakaite; Wojtek J. Krzanowski (Int. J. Medical Informatics, 2018)

Feature Extraction with GMDH-Type Neural Networks for EEG-Based Person Identification. - Vitaly Schetinin; Livia Jakaite; Ndifreke Nyah; Dusica Novakovic; Wojtek J. Krzanowski (Int. J. Neural Syst., 2018)