Leif E. Peterson

Publication Activity (10 Years)

Years Active: 2002-2014
Publications (10 Years): 0

Top Topics

Gene Expression

High Throughput

Random Matrix Theory

Top Venues

IEEE Congress on Evolutionary Computation

Publications

Leif E. Peterson
Evolutionary algorithms applied to likelihood function maximization during poisson, logistic, and Cox proportional hazards regression analysis. IEEE Congress on Evolutionary Computation (2014)
Leif E. Peterson
Superresolution MUSIC Based on Marčenko-Pastur Limit Distribution Reduces Uncertainty and Improves DNA Gene Expression-Based Microarray Classification. CIBB (2013)
Leif E. Peterson, Charles E. Ford
Random Matrix Theory and Covariance Matrix Filtering for Cancer Gene Expression. CIBB (2012)
Leif E. Peterson
Covariance matrix self-adaptation evolution strategies and other metaheuristic techniques for neural adaptive learning. Soft Comput. 15 (8) (2011)
Leif E. Peterson, Jaya Paranilam, Jiaqiong Xu, Federico A. Monzon
Genome-wide germline single nucleotide polymorphisms for cancer classification in the Framingham Heart Study. IJCNN (2010)
Leif E. Peterson, Xue-wen Chen
Editorial. Int. J. Data Min. Bioinform. 3 (4) (2009)
Leif E. Peterson, Kirill V. Larin
Image classification of artificial fingerprints using Gabor wavelet filters, self-organising maps and Hermite/Laguerre neural networks. Int. J. Knowl. Eng. Soft Data Paradigms 1 (3) (2009)
Leif E. Peterson, Sameer Ather, Vijay Divakaran, Anita Deswal, B. Bozkurt, Douglas L. Mann
Improved propensity matching for heart failure using neural gas and self-organizing maps. IJCNN (2009)
Leif E. Peterson
K-nearest neighbor. Scholarpedia 4 (2) (2009)
Sameer Ather, Leif E. Peterson, Vijay Divakaran, Anita Deswal, B. Bozkurt, Douglas L. Mann
Unsupervised cluster analysis and mortality risk in the Digitalis Investigation Group (DIG) trial of heart failure. IJCNN (2009)
Leif E. Peterson
Maximum Likelihood Logistic Regression Using Metaheuristics. ICMLA (2009)
Leif E. Peterson, Paulo J. G. Lisboa
Editorial. Int. J. Knowl. Eng. Soft Data Paradigms 1 (3) (2009)
Leif E. Peterson, Matthew A. Coleman
Logistic ensembles of Random Spherical Linear Oracles for microarray classification. Int. J. Data Min. Bioinform. 3 (4) (2009)
Leif E. Peterson, Matthew A. Coleman
Text-mining protein-protein interaction corpus using concept clustering to identify intermittency. IJCNN (2008)
Leif E. Peterson, Matthew A. Coleman
Machine learning-based receiver operating characteristic (ROC) curves for crisp and fuzzy classification of DNA microarrays in cancer research. Int. J. Approx. Reason. 47 (1) (2008)
Leif E. Peterson, Kirill V. Larin
Hermite/Laguerre Neural Networks for Classification of Artificial Fingerprints from Optical Coherence Tomography. ICMLA (2008)
Leif E. Peterson, Matthew A. Coleman
Logistic Ensembles for Random Spherical Linear Oracles. ICMLA (2007)
Leif E. Peterson, Emmanuel C. Ifeachor
. Source Code Biol. Medicine 1 (2006)
Leif E. Peterson, Ron C. Hoogeveen, Henry J. Pownall, Joel D. Morrisett
Classification Analysis of Surface-enhanced Laser Desorption/Ionization Mass Spectral Serum Profiles for Prostate Cancer. IJCNN (2006)
Leif E. Peterson, Matthew A. Coleman
Comparison of Gene Identification Based on Artificial Neural Network Pre-processing with k-Means Cluster and Principal Component Analysis. WILF (2005)
Leif E. Peterson, Mustafa Ozen, Halime Erdem, Andrew Amini, Lori Gomez, Colleen C. Nelson, Michael Ittmann
Artificial Neural Network Analysis of DNA Microarray-based Prostate Cancer Recurrence. CIBCB (2005)
Leif E. Peterson
Partitioning large-sample microarray-based gene expression profiles using principal components analysis. Comput. Methods Programs Biomed. 70 (2) (2003)
Leif E. Peterson
Factor analysis of cluster-specific gene expression levels from cDNA microarrays. Comput. Methods Programs Biomed. 69 (3) (2002)