 | 2012 |
| 14 |  | Jaymin Upadhyay,
Julie Anderson,
Richard Baumgartner,
Alexandre Coimbra,
Adam J. Schwarz,
Gautam V. Pendse,
Diana Wallin,
Lauren Nutile,
James Bishop,
Edward George,
Igor Elman,
Soujanya Sunkaraneni,
Gary Maier,
Smriti Iyengar,
Jeffrey L. Evelhoch,
David Bleakman,
Richard Hargreaves,
Lino Becerra,
David Borsook:
Modulation of CNS pain circuitry by intravenous and sublingual doses of buprenorphine.
NeuroImage 59(4): 3762-3773 (2012) |
| 2010 |
| 13 |  | Gautam V. Pendse,
Richard Baumgartner,
Adam J. Schwarz,
Alexandre Coimbra,
David Borsook,
Lino Becerra:
A Statistical Framework for Optimal Design Matrix Generation With Application to fMRI.
IEEE Trans. Med. Imaging 29(9): 1573-1611 (2010) |
| 2008 |
| 12 |  | Idowu O. Oduntan,
Michel Toulouse,
Richard Baumgartner,
Christopher Bowman,
Ray L. Somorjai,
Teodor Gabriel Crainic:
A multilevel tabu search algorithm for the feature selection problem in biomedical data.
Computers & Mathematics with Applications 55(5): 1019-1033 (2008) |
| 2006 |
| 11 |  | 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 |  | 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 |  | Sarunas Raudys,
Richard Baumgartner,
Ray L. Somorjai:
On Understanding and Assessing Feature Selection Bias.
AIME 2005: 468-472 |
| 8 |  | 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 |  | 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 |  | 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 |  | Erinija Pranckeviciene,
Richard Baumgartner,
Ray L. Somorjai,
Christopher Bowman:
Control of Sparseness for Feature Selection.
SSPR/SPR 2004: 707-715 |
| 4 |  | 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 |  | 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 |  | 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 |