Wojtek J. Krzanowski - researchr alias

researchr

You are not signed in
Sign in
Sign up

Viewing Publication 1 - 36 from 36

2018

2015

Bayesian Predictive Modelling: Application to Aircraft Short-Term Conflict Alert SystemVitaly Schetinin, Livia Jakaite, Wojtek J. Krzanowski. uai 2016: 54-61 [doi]

2013

Bayesian Decision Trees for predicting survival of patients: A study on the US National Trauma Data BankVitaly Schetinin, Livia Jakaite, Janis Jakaitis, Wojtek J. Krzanowski. cmpb, 111(3):602-612, 2013. [doi]

Prediction of survival probabilities with Bayesian Decision TreesVitaly Schetinin, Livia Jakaite, Wojtek J. Krzanowski. eswa, 40(14):5466-5476, 2013. [doi]

Exploratory factor and principal component analyses: some new aspectsNickolay T. Trendafilov, Steffen Unkel, Wojtek J. Krzanowski. sac, 23(2):209-220, 2013. [doi]

2009

A simple method for screening variables before clustering microarray dataWojtek J. Krzanowski, David J. Hand. csda, 53(7):2747-2753, 2009. [doi]

2007

Representing classifier confidence in the safety critical domain: an illustration from mortality prediction in trauma casesTrevor C. Bailey, Richard M. Everson, Jonathan E. Fieldsend, Wojtek J. Krzanowski, Derek Partridge, Vitaly Schetinin. nca, 16(1):1-10, 2007. [doi]

On optimal intervention for customer lifetime valueMartin Crowder, David J. Hand, Wojtek J. Krzanowski. eor, 183(3):1550-1559, 2007. [doi]

Optimal predictive partitioningDavid J. Hand, Wojtek J. Krzanowski, Martin Crowder. sac, 17(1):11-21, 2007. [doi]

Detecting multiple outliers in linear regression using a cluster method combined with graphical visualizationSung-Soo Kim, Wojtek J. Krzanowski. cstat, 22(1):109-119, 2007. [doi]

A recursive partitioning tool for interval predictionWojtek J. Krzanowski, David J. Hand. adac, 1(3):241-254, 2007. [doi]

Estimating Classification Uncertainty of Bayesian Decision TreeTechnique on Financial DataVitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernandez. In Ildar Z. Batyrshin, Janusz Kacprzyk, Leonid Sheremetov, Lotfi A. Zadeh, editors, Perception-based Data Mining and Decision Making in Economics and Finance. Volume 36 of Studies in Computational Intelligence, pages 155-179, Springer, 2007. [doi]

Confident Interpretation of Bayesian Decision Tree Ensembles for Clinical ApplicationsVitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Timothy J. Coats, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernandez. titb, 11(3):312-319, 2007. [doi]

The Bayesian Decision Tree Technique Using an Adaptive Sampling SchemeVitaly Schetinin, Wojtek J. Krzanowski, Carsten Maple. cbms 2007: 121-126 [doi]

2006

Optimising Data-Driven Safety Related SystemsRichard M. Everson, Jonathan E. Fieldsend, Trevor C. Bailey, Wojtek J. Krzanowski, Derek Partridge, Vitaly Schetinin, Adolfo Hernandez. scss 2006: 217-230 [doi]

Confidence in Classification: A Bayesian ApproachWojtek J. Krzanowski, Trevor C. Bailey, Derek Partridge, Jonathan E. Fieldsend, Richard M. Everson, Vitaly Schetinin. classification, 23(2):199-220, 2006. [doi]

Classification with Confidence for Critical SystemsDerek Partridge, Trevor C. Bailey, Richard M. Everson, Jonathan E. Fieldsend, Adolfo Hernandez, Wojtek J. Krzanowski, Vitaly Schetinin. scss 2006: 231-239 [doi]

Interpretability of Bayesian Decision Trees Induced from Trauma DataDerek Partridge, Vitaly Schetinin, Dayou Li, Timothy J. Coats, Jonathan E. Fieldsend, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey. icaisc 2006: 972-981 [doi]

A Bayesian Methodology for Estimating Uncertainty of Decisions in Safety-Critical SystemsVitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernandez. In Xuan F. Zha, Robert J. Howlett, editors, Integrated Intelligent Systems for Engineering Design. Volume 149 of Frontiers in Artificial Intelligence and Applications, pages 82-96, IOS Press, 2006.

Comparison of the Bayesian and Randomised Decision Tree Ensembles within an Uncertainty Envelope TechniqueVitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernandez. jmma, 5(4):397-416, 2006. [doi]

2005

Optimising kDavid J. Hand, Wojtek J. Krzanowski. csda, 49(4):969-973, 2005. [doi]

Biclustering Models for Structured Microarray DataHeather L. Turner, Trevor C. Bailey, Wojtek J. Krzanowski, Cheryl A. Hemingway. tcbb, 2(4):316-329, 2005. [doi]

Improved biclustering of microarray data demonstrated through systematic performance testsHeather L. Turner, Trevor C. Bailey, Wojtek J. Krzanowski. csda, 48(2):235-254, 2005. [doi]

2004

2000

Non-parametric smoothing of the location model in mixed variable discriminationO. Asparoukhov, Wojtek J. Krzanowski. sac, 10(4):289-297, 2000. [doi]

On the use of cross-validation to assess performance in multivariate predictionP. Jonathan, Wojtek J. Krzanowski, W. V. McCarthy. sac, 10(3):209-229, 2000. [doi]

1997

Recent trends and developments in computational multivariate analysisWojtek J. Krzanowski. sac, 7(2):87-99, 1997. [doi]

Software diversity: practical statistics for its measurement and exploitationDerek Partridge, Wojtek J. Krzanowski. INFSOF, 39(10):707-717, 1997. [doi]

1996

A stopping rule for structure-preserving variable selectionWojtek J. Krzanowski. sac, 6(1):51-56, 1996. [doi]

Efficient cross-validation of principal componentsWojtek J. Krzanowski. sac, 6(2):177, 1996. [doi]

Mixture separation for mixed-mode dataC. J. Lawrence, Wojtek J. Krzanowski. sac, 6(1):85-92, 1996. [doi]

All Publications

Filter by Year
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Tag
OR AND NOT 1

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1

Researchr

Publications by 'Wojtek J. Krzanowski'

Viewing Publication 1 - 36 from 36

2018

2015

2013

2009

2007

2006

2005

2004

2000

1997

1996

All Publications

Filter by YearOR AND NOT 1

Filter by TypeOR AND NOT 1

Filter by TagOR AND NOT 1

Filter by Venue [+]OR AND NOT 1

Filter by Author [+]OR AND NOT 1

Filter by Top Terms [+]OR AND NOT 1

Researchr

Publications by 'Wojtek J. Krzanowski'

Viewing Publication 1 - 36 from 36

2018

2015

2013

2009

2007

2006

2005

2004

2000

1997

1996

Filter by Year
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Tag
OR AND NOT 1

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1