| 2007 | IJCNN | Feature/Model Selection by the Linear Programming SVM Combined with State-of-Art Classifiers: What Can We Learn About the Data. | Erinija Pranckeviciene, Ray L. Somorjai, Muoi N. Tran |
| 2006 | ICPR | Class Separability in Spaces Reduced By Feature Selection. | Erinija Pranckeviciene, Tin Kam Ho, Ray L. Somorjai |
| 2006 | IJCNN | On Classification Models of Gene Expression Microarrays: The Simpler the Better. | Erinija Pranckeviciene, Ray L. Somorjai |
| 2005 | AIME | Evidence Accumulation to Identify Discriminatory Signatures in Biomedical Spectra. | A. Bamgbade, Ray L. Somorjai, Brion Dolenko, Erinija Pranckeviciene, Aleksander E. Nikulin, Richard Baumgartner |
| 2005 | AIME | On Understanding and Assessing Feature Selection Bias. | Sarunas Raudys, Richard Baumgartner, Ray L. Somorjai |
| 2004 | ICPR | Consensus-Based Identification of Spectral Signatures for Classification of High-Dimensional Biomedical Spectra. | Erinija Pranckeviciene, Richard Baumgartner, Ray L. Somorjai |
| 2004 | SSPR | Control of Sparseness for Feature Selection. | Erinija Pranckeviciene, Richard Baumgartner, Ray L. Somorjai, Christopher Bowman |
| 2002 | SSPR | Comparison of Two Classification Methodologies on a Real-World Biomedical Problem. | Ray L. Somorjai, Arunas Janeliunas, Richard Baumgartner, Sarunas Raudys |