Richard Baumgartner

2006
11	EE	Richard Baumgartner, Ray L. Somorjai: Data complexity assessment in undersampled classification of high-dimensional biomedical data. Pattern Recognition Letters 27(12): 1383-1389 (2006)
2005
10	EE	A. Bamgbade, Ray L. Somorjai, B. Dolenko, Erinija Pranckeviciene, A. E. Nikulin, Richard Baumgartner: Evidence Accumulation to Identify Discriminatory Signatures in Biomedical Spectra. AIME 2005: 463-467
9	EE	Sarunas Raudys, Richard Baumgartner, Ray L. Somorjai: On Understanding and Assessing Feature Selection Bias. AIME 2005: 468-472
8	EE	Erinija Pranckeviciene, Richard Baumgartner, Ray L. Somorjai: Using Domain Knowledge for in the Random Subspace Method: Application: Application to the Classification of Biomedical Spectra. Multiple Classifier Systems 2005: 336-345
7	EE	Erinija Pranckeviciene, Ray L. Somorjai, Richard Baumgartner, Moongu Jeon: Identification of signatures in biomedical spectra using domain knowledge. Artificial Intelligence in Medicine 35(3): 215-226 (2005)
2004
6	EE	Erinija Pranckeviciene, Richard Baumgartner, Ray L. Somorjai: Consensus-Based Identification of Spectral Signatures for Classification of High-Dimensional Biomedical Spectra. ICPR (2) 2004: 319-322
5	EE	Erinija Pranckeviciene, Richard Baumgartner, Ray L. Somorjai, Christopher Bowman: Control of Sparseness for Feature Selection. SSPR/SPR 2004: 707-715
4	EE	Ray L. Somorjai, B. Dolenko, Aleksander B. Demko, M. Mandelzweig, A. E. Nikulin, Richard Baumgartner, Nicolino J. Pizzi: Mapping high-dimensional data onto a relative distance plane - an exact method for visualizing and characterizing high-dimensional patterns. Journal of Biomedical Informatics 37(5): 366-379 (2004)
2003
3	EE	Sarunas Raudys, Ray L. Somorjai, Richard Baumgartner: Reducing the Overconfidence of Base Classifiers when Combining Their Decisions. Multiple Classifier Systems 2003: 65-73
2		Ray L. Somorjai, B. Dolenko, Richard Baumgartner: Class prediction and discovery using gene microarray and proteomics mass spectroscopy data: curses, caveats, cautions. Bioinformatics 19(12): 1484-1491 (2003)
2002
1	EE	Ray L. Somorjai, Arunas Janeliunas, Richard Baumgartner, Sarunas Raudys: Comparison of Two Classification Methodologies on a Real-World Biomedical Problem. SSPR/SPR 2002: 433-441

Coauthor Index

1	A. Bamgbade	[10]
2	Christopher Bowman	[5]
3	Aleksander B. Demko	[4]
4	B. Dolenko	[2] [4] [10]
5	Arunas Janeliunas	[1]
6	Moongu Jeon	[7]
7	M. Mandelzweig	[4]
8	A. E. Nikulin	[4] [10]
9	Nicolino J. Pizzi (Nick J. Pizzi)	[4]
10	Erinija Pranckeviciene	[5] [6] [7] [8] [10]
11	Sarunas Raudys	[1] [3] [9]
12	Ray L. Somorjai	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11]