2007 |
26 | EE | Erinija Pranckeviciene,
Ray L. Somorjai,
Muoi N. Tran:
Feature/Model Selection by the Linear Programming SVM Combined with State-of-Art Classifiers: What Can We Learn About the Data.
IJCNN 2007: 1627-1632 |
25 | EE | Erinija Pranckeviciene,
Ray L. Somorjai:
Liknon Feature Selection for Microarrays.
WILF 2007: 580-587 |
24 | EE | Ray L. Somorjai,
B. Dolenko,
M. Mandelzweig:
Direct classification of high-dimensional data in low-dimensional projected feature spaces - Comparison of several classification methodologies.
Journal of Biomedical Informatics 40(2): 131-138 (2007) |
2006 |
23 | EE | Erinija Pranckeviciene,
TinKam Ho,
Ray L. Somorjai:
Class Separability in Spaces Reduced By Feature Selection.
ICPR (3) 2006: 254-257 |
22 | EE | Erinija Pranckeviciene,
Ray L. Somorjai:
On Classification Models of Gene Expression Microarrays: The Simpler the Better.
IJCNN 2006: 3572-3579 |
21 | 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 |
20 | 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 |
19 | EE | Sarunas Raudys,
Richard Baumgartner,
Ray L. Somorjai:
On Understanding and Assessing Feature Selection Bias.
AIME 2005: 468-472 |
18 | 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 |
17 | 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 |
16 | 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 |
15 | EE | Erinija Pranckeviciene,
Richard Baumgartner,
Ray L. Somorjai,
Christopher Bowman:
Control of Sparseness for Feature Selection.
SSPR/SPR 2004: 707-715 |
14 | 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 |
13 | EE | Sarunas Raudys,
Ray L. Somorjai,
Richard Baumgartner:
Reducing the Overconfidence of Base Classifiers when Combining Their Decisions.
Multiple Classifier Systems 2003: 65-73 |
12 | | 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 |
11 | 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 |
10 | | Ray L. Somorjai:
Exploratory data analysis in functional neuroimaging.
Artificial Intelligence in Medicine 25(1): 1-3 (2002) |
9 | | Mario Jarmasz,
Ray L. Somorjai:
Exploring regions of interest with cluster analysis (EROICA) using a spectral peak statistic for selecting and testing the significance of fMRI activation time-series.
Artificial Intelligence in Medicine 25(1): 45-67 (2002) |
8 | | Ray L. Somorjai,
Rodrigo A. Vivanco,
Nicolino J. Pizzi:
A novel, direct spatio-temporal approach for analyzing fMRI experiments.
Artificial Intelligence in Medicine 25(1): 5-17 (2002) |
2001 |
7 | | Nicolino J. Pizzi,
Rodrigo A. Vivanco,
Ray L. Somorjai:
EvIdent(TM): a functional magnetic resonance image analysis system.
Artificial Intelligence in Medicine 21(1-3): 263-269 (2001) |
2000 |
6 | EE | Norm E. Davison,
Hadass Eviatar,
Ray L. Somorjai:
Snakes simplified.
Pattern Recognition 33(10): 1651-1664 (2000) |
1996 |
5 | EE | Peter A. Zhilkin,
Ray L. Somorjai:
Application of Several Methods of Classification Fusion to Magnetic Resonance Spectra.
Connect. Sci. 8(3): 427-442 (1996) |
4 | EE | Hadass Eviatar,
Ray L. Somorjai:
A fast, simple active contour algorithm for biomedical images.
Pattern Recognition Letters 17(9): 969-974 (1996) |
1995 |
3 | | Nicolino J. Pizzi,
L. P. Choo,
James R. Mansfield,
Michael Jackson,
W. C. Halliday,
Henry H. Mantsch,
Ray L. Somorjai:
Neural network classification of infrared spectra of control and Alzheimer's diseased tissue.
Artificial Intelligence in Medicine 7(1): 67-79 (1995) |
2 | | Heather Gordon,
Nicolino J. Pizzi,
Jon M. Gerrard,
Ray L. Somorjai:
Assessment of Bleeding Predispositions in Tonsillectomy/Adenoidectomy Patients Using Non-Metric Clustering.
IJPRAI 9(3): 557-564 (1995) |
1979 |
1 | EE | H. Katz,
Roderich Walters,
Ray L. Somorjai:
Rotational dynamics of large molecules.
Computers & Chemistry 3(1): 25-32 (1979) |