Rafal Kustra

Publication Activity (10 Years)

Years Active: 2001-2013
Publications (10 Years): 0

Top Topics

Canonical Correlation Analysis

Nonlinear Kernel

Dimensionality Reduction Methods

Top Venues

Publications

Billy Chang, Uwe Krüger, Rafal Kustra, Junping Zhang
Canonical Correlation Analysis based on Hilbert-Schmidt Independence Criterion and Centered Kernel Target Alignment. ICML (2) (2013)
Rafal Kustra, Adam Zagdanski
Data-Fusion in Clustering Microarray Data: Balancing Discovery and Interpretability. IEEE ACM Trans. Comput. Biol. Bioinform. 7 (1) (2010)
Sophia S. F. Lee, Lei Sun, Rafal Kustra, Shelley B. Bull
EM-random forest and new measures of variable importance for multi-locus quantitative trait linkage analysis. Bioinform. 24 (14) (2008)
Adam Zagdanski, Rafal Kustra
Exploration of High-Dimensional Time Series Using Regularized Reduced Rank Approach: Application in Time-Course Microarray. IADIS European Conf. Data Mining (2008)
Rafal Kustra, Romy Shioda, Mu Zhu
A factor analysis model for functional genomics. BMC Bioinform. 7 (2006)
Rafal Kustra, Adam Zagdanski
Incorporating Gene Ontology in Clustering Gene Expression Data. CBMS (2006)
Rafal Kustra
Reduced-rank Multivariate Model for Time-course Microarray Data. BIOCOMP (2006)
Han Liu, Di Wu, Ji Zhang, Xiaolin Yang, Xiaobin Yuan, Rafal Kustra
Statistical Issues with Labeled Sample Size Analysis for Semi-Supervised Linear Discriminant Analysis. IC-AI (2004)
Han Liu, Xiaobin Yuan, Qianying Tang, Rafal Kustra
An Efficient Method to Estimate Labelled Sample Size for Transductive LDA(QDA/MDA) Based on Bayes Risk. ECML (2004)
Han Liu, Rafal Kustra, Ji Zhang
A Novel Dimensionality Reduction Technique Based on Independent Component Analysis for Modeling Microarray Gene Expression Data. IC-AI (2004)
Stephen C. Strother, Jon R. Anderson, Lars Kai Hansen, Ulrik Kjems, Rafal Kustra, John J. Sidtis, Sally Frutiger, Suraj Muley, Stephen LaConte, David A. Rottenberg
The Quantitative Evaluation of Functional Neuroimaging Experiments: The NPAIRS Data Analysis Framework. NeuroImage 15 (4) (2002)
Rafal Kustra, Stephen C. Strother
Penalized Discriminant Analysis of [15O]-water PET Brain Images with Prediction Error Selection of Smoothness and Regularization. IEEE Trans. Medical Imaging 20 (5) (2001)