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 |