Wojtek J. Krzanowski

According to our database, Wojtek J. Krzanowski authored at least 40 papers between 1996 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

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

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 for trauma severity scoring.

Vitaly Schetinin, Livia Jakaite, Wojtek J. Krzanowski

Artif. Intell. Medicine, 2018

2015

Bayesian Predictive Modelling: Application to Aircraft Short-Term Conflict Alert System.

Vitaly Schetinin, Livia Jakaite, Wojtek J. Krzanowski

Proceedings of the Twelfth UAI Bayesian Modeling Applications Workshop (BMAW 2015) co-located with the 31st Conference on Uncertainty in Artificial Intelligence (UAI 2015), 2015

2013

Exploratory factor and principal component analyses: some new aspects.

Nickolay T. Trendafilov, Steffen Unkel, Wojtek J. Krzanowski

Stat. Comput., 2013

Prediction of survival probabilities with Bayesian Decision Trees.

Vitaly Schetinin, Livia Jakaite, Wojtek J. Krzanowski

Expert Syst. Appl., 2013

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

2010

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

2009

A simple method for screening variables before clustering microarray data.

Wojtek J. Krzanowski, David J. Hand

Comput. Stat. Data Anal., 2009

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

Proceedings of the Perception-based Data Mining and Decision Making in Economics and Finance, 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

Optimal predictive partitioning.

David J. Hand, Wojtek J. Krzanowski, Martin Crowder

Stat. Comput., 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

On optimal intervention for customer lifetime value.

Martin Crowder, David J. Hand, Wojtek J. Krzanowski

Eur. J. Oper. Res., 2007

Detecting multiple outliers in linear regression using a cluster method combined with graphical visualization.

Sung-Soo Kim, Wojtek J. Krzanowski

Comput. Stat., 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

A recursive partitioning tool for interval prediction.

Wojtek J. Krzanowski, David J. Hand

Adv. Data Anal. Classif., 2007

The Bayesian Decision Tree Technique Using an Adaptive Sampling Scheme.

Vitaly Schetinin, Wojtek J. Krzanowski, Carsten Maple

Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

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

Proceedings of the Integrated Intelligent Systems for Engineering Design, 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

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

Classification with Confidence for Critical Systems.

Derek Partridge, Trevor C. Bailey, Richard M. Everson, Jonathan E. Fieldsend, Adolfo Hernández, Wojtek J. Krzanowski, Vitaly Schetinin

Proceedings of the Developments in Risk-based Approaches to Safety, 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

Proceedings of the Developments in Risk-based Approaches to Safety, 2006

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

Proceedings of the Artificial Intelligence and Soft Computing, 2006

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

Improved biclustering of microarray data demonstrated through systematic performance tests.

Heather L. Turner, Trevor C. Bailey, Wojtek J. Krzanowski

Comput. Stat. Data Anal., 2005

Optimising k.

David J. Hand, Wojtek J. Krzanowski

Comput. Stat. Data Anal., 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

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

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

Biased estimation in a simple multivariate regression model.

S. Ejaz Ahmed, Wojtek J. Krzanowski

Comput. Stat. Data Anal., 2004

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

Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

2000

On the use of cross-validation to assess performance in multivariate prediction.

Philip Jonathan, Wojtek J. Krzanowski, W. V. McCarthy

Stat. Comput., 2000

Non-parametric smoothing of the location model in mixed variable discrimination.

O. Asparoukhov, Wojtek J. Krzanowski

Stat. Comput., 2000

1997

Recent trends and developments in computational multivariate analysis.

Wojtek J. Krzanowski

Stat. Comput., 1997

Software diversity: practical statistics for its measurement and exploitation.

Derek Partridge, Wojtek J. Krzanowski

Inf. Softw. Technol., 1997

1996

Mixture separation for mixed-mode data.

C. J. Lawrence, Wojtek J. Krzanowski

Stat. Comput., 1996

Efficient cross-validation of principal components.

Wojtek J. Krzanowski

Stat. Comput., 1996

A stopping rule for structure-preserving variable selection.

Wojtek J. Krzanowski

Stat. Comput., 1996