Ray L. Somorjai

28 papers B 4Journal 17Unranked 7

Year	Rank	Type	Title / Venue / Authors
2011	J	`jnl`	Class proximity measures - Dissimilarity-based classification and display of high-dimensional data. J. Biomed. Informatics Ray L. Somorjai, Brion Dolenko, Aleksander E. Nikulin, W. Roberson, N. Thiessen
2008	J	`jnl`	A multilevel tabu search algorithm for the feature selection problem in biomedical data. Comput. Math. Appl. Idowu O. Oduntan, Michel Toulouse, Richard Baumgartner, Christopher Bowman, Ray L. Somorjai, Teodor Gabriel Crainic
2007	J	`jnl`	Direct classification of high-dimensional data in low-dimensional projected feature spaces - Comparison of several classification methodologies. J. Biomed. Informatics Ray L. Somorjai, Brion Dolenko, Marina Mandelzweig
2007	B	`conf`	Feature/Model Selection by the Linear Programming SVM Combined with State-of-Art Classifiers: What Can We Learn About the Data. IJCNN Erinija Pranckeviciene, Ray L. Somorjai, Muoi N. Tran
2007	—	`conf`	Liknon Feature Selection for Microarrays. WILF Erinija Pranckeviciene, Ray L. Somorjai
2006	—	`conf`	Class Separability in Spaces Reduced By Feature Selection. ICPR (3) Erinija Pranckeviciene, Tin Kam Ho, Ray L. Somorjai
2006	J	`jnl`	Data complexity assessment in undersampled classification of high-dimensional biomedical data. Pattern Recognit. Lett. Richard Baumgartner, Ray L. Somorjai
2006	B	`conf`	On Classification Models of Gene Expression Microarrays: The Simpler the Better. IJCNN Erinija Pranckeviciene, Ray L. Somorjai
2005	B	`conf`	Evidence Accumulation to Identify Discriminatory Signatures in Biomedical Spectra. AIME A. Bamgbade, Ray L. Somorjai, Brion Dolenko, Erinija Pranckeviciene, Aleksander E. Nikulin, Richard Baumgartner
2005	J	`jnl`	Identification of signatures in biomedical spectra using domain knowledge. Artif. Intell. Medicine Erinija Pranckeviciene, Ray L. Somorjai, Richard Baumgartner, Moongu Jeon
2005	B	`conf`	On Understanding and Assessing Feature Selection Bias. AIME Sarunas Raudys, Richard Baumgartner, Ray L. Somorjai
2005	—	`conf`	Using Domain Knowledge for in the Random Subspace Method: Application: Application to the Classification of Biomedical Spectra. Multiple Classifier Systems Erinija Pranckeviciene, Richard Baumgartner, Ray L. Somorjai
2004	—	`conf`	Consensus-Based Identification of Spectral Signatures for Classification of High-Dimensional Biomedical Spectra. ICPR (2) Erinija Pranckeviciene, Richard Baumgartner, Ray L. Somorjai
2004	—	`conf`	Control of Sparseness for Feature Selection. SSPR/SPR Erinija Pranckeviciene, Richard Baumgartner, Ray L. Somorjai, Christopher Bowman
2004	J	`jnl`	Mapping high-dimensional data onto a relative distance plane - an exact method for visualizing and characterizing high-dimensional patterns. J. Biomed. Informatics Ray L. Somorjai, Brion Dolenko, Aleksander B. Demko, Marina Mandelzweig, Aleksander E. Nikulin, Richard Baumgartner, Nicolino J. Pizzi
2003	J	`jnl`	Class prediction and discovery using gene microarray and proteomics mass spectroscopy data: curses, caveats, cautions. Bioinform. Ray L. Somorjai, B. Dolenko, Richard Baumgartner
2003	—	`conf`	Reducing the Overconfidence of Base Classifiers when Combining Their Decisions. Multiple Classifier Systems Sarunas Raudys, Ray L. Somorjai, Richard Baumgartner
2002	J	`jnl`	A novel, direct spatio-temporal approach for analyzing fMRI experiments. Artif. Intell. Medicine Ray L. Somorjai, Rodrigo A. Vivanco, Nicolino J. Pizzi
2002	—	`conf`	Comparison of Two Classification Methodologies on a Real-World Biomedical Problem. SSPR/SPR Ray L. Somorjai, Arunas Janeliunas, Richard Baumgartner, Sarunas Raudys
2002	J	`jnl`	Exploratory data analysis in functional neuroimaging. Artif. Intell. Medicine Ray L. Somorjai
2002	J	`jnl`	Exploring regions of interest with cluster analysis (EROICA) using a spectral peak statistic for selecting and testing the significance of fMRI activation time-series. Artif. Intell. Medicine Mario Jarmasz, Ray L. Somorjai
2001	J	`jnl`	EvIdent(TM): a functional magnetic resonance image analysis system. Artif. Intell. Medicine Nicolino J. Pizzi, Rodrigo A. Vivanco, Ray L. Somorjai
2000	J	`jnl`	Snakes simplified. Pattern Recognit. Norm E. Davison, Hadass Eviatar, Ray L. Somorjai
1996	J	`jnl`	A fast, simple active contour algorithm for biomedical images. Pattern Recognit. Lett. Hadass Eviatar, Ray L. Somorjai
1996	J	`jnl`	Application of Several Methods of Classification Fusion to Magnetic Resonance Spectra. Connect. Sci. Peter A. Zhilkin, Ray L. Somorjai
1995	J	`jnl`	Assessment of Bleeding Predispositions in Tonsillectomy/Adenoidectomy Patients Using Non-Metric Clustering. Int. J. Pattern Recognit. Artif. Intell. Heather Gordon, Nicolino J. Pizzi, Jon M. Gerrard, Ray L. Somorjai
1995	J	`jnl`	Neural network classification of infrared spectra of control and Alzheimer's diseased tissue. Artif. Intell. Medicine Nicolino J. Pizzi, L. P. Choo, James R. Mansfield, Michael Jackson, W. C. Halliday, Henry H. Mantsch, Ray L. Somorjai
1979	J	`jnl`	Rotational dynamics of large molecules. Comput. Chem. H. Katz, Roderich Walters, Ray L. Somorjai