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Wojtek J. Krzanowski
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- affiliation: University of Exeter, UK
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2010 – 2019
- 2018
- [j29]Vitaly Schetinin, Livia Jakaite, Wojtek J. Krzanowski:
Bayesian averaging over Decision Tree models for trauma severity scoring. Artif. Intell. Medicine 84: 139-145 (2018) - [j28]Vitaly Schetinin, Livia Jakaite, Wojtek J. Krzanowski:
Bayesian learning of models for estimating uncertainty in alert systems: Application to air traffic conflict avoidance. Integr. Comput. Aided Eng. 25(3): 229-245 (2018) - [j27]Vitaly Schetinin, Livia Jakaite, Wojtek J. Krzanowski:
Bayesian averaging over decision tree models: An application for estimating uncertainty in trauma severity scoring. Int. J. Medical Informatics 112: 6-14 (2018) - [j26]Vitaly Schetinin, Livia Jakaite, Ndifreke Nyah, Dusica Novakovic, Wojtek J. Krzanowski:
Feature Extraction with GMDH-Type Neural Networks for EEG-Based Person Identification. Int. J. Neural Syst. 28(6): 1750064:1-1750064:23 (2018) - 2015
- [c6]Vitaly Schetinin, Livia Jakaite, Wojtek J. Krzanowski:
Bayesian Predictive Modelling: Application to Aircraft Short-Term Conflict Alert System. BMA@UAI 2015: 54-61 - 2013
- [j25]Vitaly Schetinin, Livia Jakaite, Janis Jakaitis, Wojtek J. Krzanowski:
Bayesian Decision Trees for predicting survival of patients: A study on the US National Trauma Data Bank. Comput. Methods Programs Biomed. 111(3): 602-612 (2013) - [j24]Vitaly Schetinin, Livia Jakaite, Wojtek J. Krzanowski:
Prediction of survival probabilities with Bayesian Decision Trees. Expert Syst. Appl. 40(14): 5466-5476 (2013) - [j23]Nickolay T. Trendafilov, Steffen Unkel, Wojtek J. Krzanowski:
Exploratory factor and principal component analyses: some new aspects. Stat. Comput. 23(2): 209-220 (2013) - 2010
- [i5]Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernández:
A Bayesian Methodology for Estimating Uncertainty of Decisions in Safety-Critical Systems. CoRR abs/1012.0322 (2010)
2000 – 2009
- 2009
- [j22]Wojtek J. Krzanowski, David J. Hand:
A simple method for screening variables before clustering microarray data. Comput. Stat. Data Anal. 53(7): 2747-2753 (2009) - 2007
- [j21]Nor Idayu Mahat, Wojtek Janusz Krzanowski, Adolfo Hernández:
Variable selection in discriminant analysis based on the location model for mixed variables. Adv. Data Anal. Classif. 1(2): 105-122 (2007) - [j20]Wojtek J. Krzanowski, David J. Hand:
A recursive partitioning tool for interval prediction. Adv. Data Anal. Classif. 1(3): 241-254 (2007) - [j19]Sung-Soo Kim, Wojtek J. Krzanowski:
Detecting multiple outliers in linear regression using a cluster method combined with graphical visualization. Comput. Stat. 22(1): 109-119 (2007) - [j18]Martin Crowder, David J. Hand, Wojtek J. Krzanowski:
On optimal intervention for customer lifetime value. Eur. J. Oper. Res. 183(3): 1550-1559 (2007) - [j17]Trevor C. Bailey, Richard M. Everson, Jonathan E. Fieldsend, Wojtek J. Krzanowski, Derek Partridge, Vitaly Schetinin:
Representing classifier confidence in the safety critical domain: an illustration from mortality prediction in trauma cases. Neural Comput. Appl. 16(1): 1-10 (2007) - [j16]David J. Hand, Wojtek J. Krzanowski, Martin Crowder:
Optimal predictive partitioning. Stat. Comput. 17(1): 11-21 (2007) - [j15]Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Timothy J. Coats, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernández:
Confident Interpretation of Bayesian Decision Tree Ensembles for Clinical Applications. IEEE Trans. Inf. Technol. Biomed. 11(3): 312-319 (2007) - [c5]Vitaly Schetinin, Wojtek J. Krzanowski, Carsten Maple:
The Bayesian Decision Tree Technique Using an Adaptive Sampling Scheme. CBMS 2007: 121-126 - [p2]Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernández:
Estimating Classification Uncertainty of Bayesian Decision TreeTechnique on Financial Data. Perception-based Data Mining and Decision Making in Economics and Finance 2007: 155-179 - 2006
- [j14]Wojtek J. Krzanowski, Trevor C. Bailey, Derek Partridge, Jonathan E. Fieldsend, Richard M. Everson, Vitaly Schetinin:
Confidence in Classification: A Bayesian Approach. J. Classif. 23(2): 199-220 (2006) - [j13]Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernández:
Comparison of the Bayesian and Randomised Decision Tree Ensembles within an Uncertainty Envelope Technique. J. Math. Model. Algorithms 5(4): 397-416 (2006) - [c4]Derek Partridge, Vitaly Schetinin, Dayou Li, Timothy J. Coats, Jonathan E. Fieldsend, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey:
Interpretability of Bayesian Decision Trees Induced from Trauma Data. ICAISC 2006: 972-981 - [c3]Richard M. Everson, Jonathan E. Fieldsend, Trevor C. Bailey, Wojtek J. Krzanowski, Derek Partridge, Vitaly Schetinin, Adolfo Hernández:
Optimising Data-Driven Safety Related Systems. SSS 2006: 217-230 - [c2]Derek Partridge, Trevor C. Bailey, Richard M. Everson, Jonathan E. Fieldsend, Adolfo Hernández, Wojtek J. Krzanowski, Vitaly Schetinin:
Classification with Confidence for Critical Systems. SSS 2006: 231-239 - [p1]Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernández:
A Bayesian Methodology for Estimating Uncertainty of Decisions in Safety-Critical Systems. Integrated Intelligent Systems for Engineering Design 2006: 82-96 - 2005
- [j12]Heather L. Turner, Trevor C. Bailey, Wojtek J. Krzanowski:
Improved biclustering of microarray data demonstrated through systematic performance tests. Comput. Stat. Data Anal. 48(2): 235-254 (2005) - [j11]David J. Hand, Wojtek J. Krzanowski:
Optimising k. Comput. Stat. Data Anal. 49(4): 969-973 (2005) - [j10]Heather L. Turner, Trevor C. Bailey, Wojtek J. Krzanowski, Cheryl A. Hemingway:
Biclustering Models for Structured Microarray Data. IEEE ACM Trans. Comput. Biol. Bioinform. 2(4): 316-329 (2005) - [i4]Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernández:
The Bayesian Decision Tree Technique with a Sweeping Strategy. CoRR abs/cs/0504042 (2005) - [i3]Vitaly Schetinin, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Jonathan E. Fieldsend, Trevor C. Bailey, Adolfo Hernández:
Experimental Comparison of Classification Uncertainty for Randomised and Bayesian Decision Tree Ensembles. CoRR abs/cs/0504043 (2005) - [i2]Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernández:
Estimating Classification Uncertainty of Bayesian Decision Tree Technique on Financial Data. CoRR abs/cs/0504065 (2005) - [i1]Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernández:
Comparison of the Bayesian and Randomised Decision Tree Ensembles within an Uncertainty Envelope Technique. CoRR abs/cs/0504066 (2005) - 2004
- [j9]S. Ejaz Ahmed, Wojtek J. Krzanowski:
Biased estimation in a simple multivariate regression model. Comput. Stat. Data Anal. 45(4): 689-696 (2004) - [j8]Julie Badcock, Trevor C. Bailey, Philip Jonathan, Wojtek J. Krzanowski:
Two Projection Methods for Use in the Analysis of Multivariate Process Data With an Illustration in Petrochemical Production. Technometrics 46(4): 392-403 (2004) - [c1]Vitaly Schetinin, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Jonathan E. Fieldsend, Trevor C. Bailey, Adolfo Hernández:
Experimental Comparison of Classification Uncertainty for Randomised and Bayesian Decision Tree Ensembles. IDEAL 2004: 726-732 - 2000
- [j7]Philip Jonathan, Wojtek J. Krzanowski, W. V. McCarthy:
On the use of cross-validation to assess performance in multivariate prediction. Stat. Comput. 10(3): 209-229 (2000) - [j6]O. Asparoukhov, Wojtek J. Krzanowski:
Non-parametric smoothing of the location model in mixed variable discrimination. Stat. Comput. 10(4): 289-297 (2000)
1990 – 1999
- 1997
- [j5]Derek Partridge, Wojtek J. Krzanowski:
Software diversity: practical statistics for its measurement and exploitation. Inf. Softw. Technol. 39(10): 707-717 (1997) - [j4]Wojtek J. Krzanowski:
Recent trends and developments in computational multivariate analysis. Stat. Comput. 7(2): 87-99 (1997) - 1996
- [j3]Wojtek J. Krzanowski:
A stopping rule for structure-preserving variable selection. Stat. Comput. 6(1): 51-56 (1996) - [j2]C. J. Lawrence, Wojtek J. Krzanowski:
Mixture separation for mixed-mode data. Stat. Comput. 6(1): 85-92 (1996) - [j1]Wojtek J. Krzanowski:
Efficient cross-validation of principal components. Stat. Comput. 6(2): 177 (1996)
Coauthor Index
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