Wojtek J. Krzanowski

41 papers B 1C 3Misc 1Journal 33Unranked 1

Year	Rank	Type	Title / Venue / Authors
2018	J	`jnl`	Bayesian averaging over Decision Tree models for trauma severity scoring. Artif. Intell. Medicine Vitaly Schetinin, Livia Jakaite, Wojtek J. Krzanowski
2018	J	`jnl`	Bayesian averaging over decision tree models: An application for estimating uncertainty in trauma severity scoring. Int. J. Medical Informatics Vitaly Schetinin, Livia Jakaite, Wojtek J. Krzanowski
2018	J	`jnl`	Bayesian learning of models for estimating uncertainty in alert systems: Application to air traffic conflict avoidance. Integr. Comput. Aided Eng. Vitaly Schetinin, Livia Jakaite, Wojtek J. Krzanowski
2018	J	`jnl`	Feature Extraction with GMDH-Type Neural Networks for EEG-Based Person Identification. Int. J. Neural Syst. Vitaly Schetinin, Livia Jakaite, Ndifreke Nyah, Dusica Novakovic, Wojtek J. Krzanowski
2015	—	`conf`	Bayesian Predictive Modelling: Application to Aircraft Short-Term Conflict Alert System. BMA@UAI Vitaly Schetinin, Livia Jakaite, Wojtek J. Krzanowski
2013	J	`jnl`	Bayesian Decision Trees for predicting survival of patients: A study on the US National Trauma Data Bank. Comput. Methods Programs Biomed. Vitaly Schetinin, Livia Jakaite, Janis Jakaitis, Wojtek J. Krzanowski
2013	J	`jnl`	Exploratory factor and principal component analyses: some new aspects. Stat. Comput. Nickolay T. Trendafilov, Steffen Unkel, Wojtek J. Krzanowski
2013	J	`jnl`	Prediction of survival probabilities with Bayesian Decision Trees. Expert Syst. Appl. Vitaly Schetinin, Livia Jakaite, Wojtek J. Krzanowski
2010	J	`jnl`	A Bayesian Methodology for Estimating Uncertainty of Decisions in Safety-Critical Systems CoRR Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernández
2009	J	`jnl`	A simple method for screening variables before clustering microarray data. Comput. Stat. Data Anal. Wojtek J. Krzanowski, David J. Hand
2007	J	`jnl`	A recursive partitioning tool for interval prediction. Adv. Data Anal. Classif. Wojtek J. Krzanowski, David J. Hand
2007	J	`jnl`	Confident Interpretation of Bayesian Decision Tree Ensembles for Clinical Applications. IEEE Trans. Inf. Technol. Biomed. Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Timothy J. Coats, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernández
2007	J	`jnl`	Detecting multiple outliers in linear regression using a cluster method combined with graphical visualization. Comput. Stat. Sung-Soo Kim, Wojtek J. Krzanowski
2007	—	`ch.`	Estimating Classification Uncertainty of Bayesian Decision TreeTechnique on Financial Data. Perception-based Data Mining and Decision Making in Economics and Finance Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernández
2007	J	`jnl`	On optimal intervention for customer lifetime value. Eur. J. Oper. Res. Martin Crowder, David J. Hand, Wojtek J. Krzanowski
2007	J	`jnl`	Optimal predictive partitioning. Stat. Comput. David J. Hand, Wojtek J. Krzanowski, Martin Crowder
2007	J	`jnl`	Representing classifier confidence in the safety critical domain: an illustration from mortality prediction in trauma cases. Neural Comput. Appl. Trevor C. Bailey, Richard M. Everson, Jonathan E. Fieldsend, Wojtek J. Krzanowski, Derek Partridge, Vitaly Schetinin
2007	B	`conf`	The Bayesian Decision Tree Technique Using an Adaptive Sampling Scheme. CBMS Vitaly Schetinin, Wojtek J. Krzanowski, Carsten Maple
2006	—	`ch.`	A Bayesian Methodology for Estimating Uncertainty of Decisions in Safety-Critical Systems. Integrated Intelligent Systems for Engineering Design Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernández
2006	C	`conf`	Classification with Confidence for Critical Systems. SSS Derek Partridge, Trevor C. Bailey, Richard M. Everson, Jonathan E. Fieldsend, Adolfo Hernández, Wojtek J. Krzanowski, Vitaly Schetinin
2006	J	`jnl`	Comparison of the Bayesian and Randomised Decision Tree Ensembles within an Uncertainty Envelope Technique. J. Math. Model. Algorithms Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernández
2006	J	`jnl`	Confidence in Classification: A Bayesian Approach. J. Classif. Wojtek J. Krzanowski, Trevor C. Bailey, Derek Partridge, Jonathan E. Fieldsend, Richard M. Everson, Vitaly Schetinin
2006	Misc	`conf`	Interpretability of Bayesian Decision Trees Induced from Trauma Data. ICAISC Derek Partridge, Vitaly Schetinin, Dayou Li, Timothy J. Coats, Jonathan E. Fieldsend, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey
2006	C	`conf`	Optimising Data-Driven Safety Related Systems. SSS Richard M. Everson, Jonathan E. Fieldsend, Trevor C. Bailey, Wojtek J. Krzanowski, Derek Partridge, Vitaly Schetinin, Adolfo Hernández
2005	J	`jnl`	Biclustering Models for Structured Microarray Data. IEEE ACM Trans. Comput. Biol. Bioinform. Heather L. Turner, Trevor C. Bailey, Wojtek J. Krzanowski, Cheryl A. Hemingway
2005	J	`jnl`	Comparison of the Bayesian and Randomised Decision Tree Ensembles within an Uncertainty Envelope Technique CoRR Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernández
2005	J	`jnl`	Estimating Classification Uncertainty of Bayesian Decision Tree Technique on Financial Data CoRR Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernández
2005	J	`jnl`	Experimental Comparison of Classification Uncertainty for Randomised and Bayesian Decision Tree Ensembles CoRR Vitaly Schetinin, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Jonathan E. Fieldsend, Trevor C. Bailey, Adolfo Hernández
2005	J	`jnl`	Improved biclustering of microarray data demonstrated through systematic performance tests. Comput. Stat. Data Anal. Heather L. Turner, Trevor C. Bailey, Wojtek J. Krzanowski
2005	J	`jnl`	Optimising k. Comput. Stat. Data Anal. David J. Hand, Wojtek J. Krzanowski
2005	J	`jnl`	The Bayesian Decision Tree Technique with a Sweeping Strategy CoRR Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernández
2004	J	`jnl`	Biased estimation in a simple multivariate regression model. Comput. Stat. Data Anal. S. Ejaz Ahmed, Wojtek J. Krzanowski
2004	C	`conf`	Experimental Comparison of Classification Uncertainty for Randomised and Bayesian Decision Tree Ensembles. IDEAL Vitaly Schetinin, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Jonathan E. Fieldsend, Trevor C. Bailey, Adolfo Hernández
2004	J	`jnl`	Two Projection Methods for Use in the Analysis of Multivariate Process Data With an Illustration in Petrochemical Production. Technometrics Julie Badcock, Trevor C. Bailey, Philip Jonathan, Wojtek J. Krzanowski
2000	J	`jnl`	Non-parametric smoothing of the location model in mixed variable discrimination. Stat. Comput. O. Asparoukhov, Wojtek J. Krzanowski
2000	J	`jnl`	On the use of cross-validation to assess performance in multivariate prediction. Stat. Comput. Philip Jonathan, Wojtek J. Krzanowski, W. V. McCarthy
1997	J	`jnl`	Recent trends and developments in computational multivariate analysis. Stat. Comput. Wojtek J. Krzanowski
1997	J	`jnl`	Software diversity: practical statistics for its measurement and exploitation. Inf. Softw. Technol. Derek Partridge, Wojtek J. Krzanowski
1996	J	`jnl`	A stopping rule for structure-preserving variable selection. Stat. Comput. Wojtek J. Krzanowski
1996	J	`jnl`	Efficient cross-validation of principal components. Stat. Comput. Wojtek J. Krzanowski
1996	J	`jnl`	Mixture separation for mixed-mode data. Stat. Comput. C. J. Lawrence, Wojtek J. Krzanowski