Ray L. Somorjai

发表

Consensus-based identification of spectral signatures for classification of high-dimensional biomedical spectra

Erinija Pranckeviciene, Richard Baumgartner, Ray L. Somorjai, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

Complexity of Magnetic Resonance Spectrum Classification

Tin Kam Ho, Ray L. Somorjai, Uwe Himmelreich, 2006 .

A Pattern Recognition Application Framework for Biomedical Datasets

Ray L. Somorjai, Rodrigo A. Vivanco, Mark Jarmasz, 2007 .

Class Separability in Spaces Reduced By Feature Selection

Erinija Pranckeviciene, Ray L. Somorjai, TinKam Ho, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

Liknon Feature Selection for Microarrays

Erinija Pranckeviciene, Ray L. Somorjai, R. Somorjai, 2007, WILF.

Data complexity assessment in undersampled classification of high-dimensional biomedical data

Richard Baumgartner, Ray L. Somorjai, R. Somorjai, 2006, Pattern Recognit. Lett..

Rotational dynamics of large molecules

Ray L. Somorjai, H. Katz, Roderich Walters, 1979, Comput. Chem..

Exploratory analysis of fMRI data by fuzzy clustering: philosophy, strategy, tactics, implementation

Ray L. Somorjai, Mark Jarmasz, R. Somorjai, 2003 .

Exploratory data analysis in functional neuroimaging

Ray L. Somorjai, R. Somorjai, 2002, Artif. Intell. Medicine.

Comparison of Two Classification Methodologies on a Real-World Biomedical Problem

Sarunas Raudys, Richard Baumgartner, Ray L. Somorjai, 2002, SSPR/SPR.

Application of Several Methods of Classification Fusion to Magnetic Resonance Spectra

Ray L. Somorjai, Peter A. Zhilkin, R. Somorjai, 1996, Connect. Sci..

Are global methods appropriate for fMRI data analysis? An in vivo fMRI study of the spatio-temporal heterogeneity of fMRI data

Richard Baumgartner, Ray L. Somorjai, Lawrence Ryner, 2001, NeuroImage.

A Classification Canvas for the analysis of biomedical data

Ray L. Somorjai, Aleksander B. Demko, Nicolino J. Pizzi, 2001, Canadian Conference on Electrical and Computer Engineering 2001. Conference Proceedings (Cat. No.01TH8555).

Mapping high-dimensional data onto a relative distance plane - an exact method for visualizing and characterizing high-dimensional patterns

Richard Baumgartner, Ray L. Somorjai, Nicolino J. Pizzi, 2004, J. Biomed. Informatics.

Class proximity measures - Dissimilarity-based classification and display of high-dimensional data

Ray L. Somorjai, Brion Dolenko, Aleksander E. Nikulin, 2011, J. Biomed. Informatics.

Evidence Accumulation to Identify Discriminatory Signatures in Biomedical Spectra

Erinija Pranckeviciene, Richard Baumgartner, Ray L. Somorjai, 2005, AIME.

Class prediction and discovery using gene microarray and proteomics mass spectroscopy data: curses, caveats, cautions

Richard Baumgartner, Ray L. Somorjai, B. Dolenko, 2003, Bioinform..

Assessment of Bleeding Predispositions in Tonsillectomy/Adenoidectomy Patients Using Non-Metric Clustering

Ray L. Somorjai, Nicolino J. Pizzi, Heather L. Gordon, 1995, Int. J. Pattern Recognit. Artif. Intell..

Using Domain Knowledge for in the Random Subspace Method: Application: Application to the Classification of Biomedical Spectra

Erinija Pranckeviciene, Richard Baumgartner, Ray L. Somorjai, 2005, Multiple Classifier Systems.

Snakes simplified

Ray L. Somorjai, Norm E. Davison, Hadass Eviatar, 2000, Pattern Recognit..

Scopira - a system for the analysis of biomedical data

Ray L. Somorjai, Aleksander B. Demko, Nicolino J. Pizzi, 2002, IEEE CCECE2002. Canadian Conference on Electrical and Computer Engineering. Conference Proceedings (Cat. No.02CH37373).

Reducing the Overconfidence of Base Classifiers when Combining Their Decisions

Sarunas Raudys, Richard Baumgartner, Ray L. Somorjai, 2003, Multiple Classifier Systems.

Artificial

Ray L. Somorjai, Rodrigo A. Vivanco, Nicolino J. Pizzi, 2015, Definitions.

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, 2007, 2007 International Joint Conference on Neural Networks.

Neural network classification of infrared spectra of control and Alzheimer's diseased tissue

Ray L. Somorjai, James R. Mansfield, Henry H. Mantsch, 1995, Artif. Intell. Medicine.

On Classification Models of Gene Expression Microarrays: The Simpler the Better

Erinija Pranckeviciene, Ray L. Somorjai, R. Somorjai, 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.

A fast, simple active contour algorithm for biomedical images

Ray L. Somorjai, Hadass Eviatar, R. Somorjai, 1996, Pattern Recognit. Lett..

On Understanding and Assessing Feature Selection Bias

Sarunas Raudys, Richard Baumgartner, Ray L. Somorjai, 2005, AIME.

Direct classification of high-dimensional data in low-dimensional projected feature spaces - Comparison of several classification methodologies

Ray L. Somorjai, Brion Dolenko, Marina Mandelzweig, 2007, J. Biomed. Informatics.

Control of Sparseness for Feature Selection

Christopher Bowman, Erinija Pranckeviciene, Richard Baumgartner, 2004, SSPR/SPR.

Identification of signatures in biomedical spectra using domain knowledge

Moongu Jeon, Erinija Pranckeviciene, Richard Baumgartner, 2005, Artif. Intell. Medicine.

Exploring regions of interest with cluster analysis (EROICA) using a spectral peak statistic for selecting and testing the significance of fMRI activation time-series

Ray L. Somorjai, Mario Jarmasz, R. Somorjai, 2002, Artif. Intell. Medicine.

Rapid Etiological Classification of Meningitis by NMR Spectroscopy Based on Metabolite Profiles and Host Response

Ray L. Somorjai, Uwe Himmelreich, Tania C. Sorrell, 2009, PloS one.

Variance reduction in estimating classification error using sparse datasets

Claudia Beleites, Ray L. Somorjai, Reiner Salzer, 2005 .

Accurate diagnosis and prognosis of human cancers by proton MRS and a three-stage classification strategy

Ray L. Somorjai, Carolyn E. Mountford, R. Somorjai, 2002 .

Statistical Classification Strategy for Proton Magnetic Resonance Spectra of Soft Tissue Sarcoma: An Exploratory Study with Potential Clinical Utility

Rakesh Patel, Ray L. Somorjai, R. Somorjai, 2002, Sarcoma.

Correlation between the state of health of blood donors and the corresponding mid-infrared spectra of the serum

Wolfgang Petrich, Ray L. Somorjai, Arnulf Staib, 2002 .