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Leif E. Peterson
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2010 – 2019
- 2019
- [e4]Massimo Bartoletti, Annalisa Barla, Andrea Bracciali, Gunnar W. Klau, Leif E. Peterson, Alberto Policriti, Roberto Tagliaferri:
Computational Intelligence Methods for Bioinformatics and Biostatistics - 14th International Meeting, CIBB 2017, Cagliari, Italy, September 7-9, 2017, Revised Selected Papers. Lecture Notes in Computer Science 10834, Springer 2019, ISBN 978-3-030-14159-2 [contents] - 2014
- [c13]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: 1054-1061 - 2013
- [c12]Leif E. Peterson
:
Superresolution MUSIC Based on Marčenko-Pastur Limit Distribution Reduces Uncertainty and Improves DNA Gene Expression-Based Microarray Classification. CIBB 2013: 194-209 - [e3]Leif E. Peterson
, Francesco Masulli
, Giuseppe Russo:
Computational Intelligence Methods for Bioinformatics and Biostatistics - 9th International Meeting, CIBB 2012, Houston, TX, USA, July 12-14, 2012 Revised Selected Papers. Lecture Notes in Computer Science 7845, Springer 2013, ISBN 978-3-642-38341-0 [contents] - 2012
- [c11]Leif E. Peterson
, Charles E. Ford:
Random Matrix Theory and Covariance Matrix Filtering for Cancer Gene Expression. CIBB 2012: 173-184 - 2011
- [j10]Leif E. Peterson
:
Covariance matrix self-adaptation evolution strategies and other metaheuristic techniques for neural adaptive learning. Soft Comput. 15(8): 1483-1495 (2011) - 2010
- [c10]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: 1-7 - [e2]Francesco Masulli, Leif E. Peterson, Roberto Tagliaferri:
Computational Intelligence Methods for Bioinformatics and Biostatistics, 6th International Meeting, CIBB 2009, Genoa, Italy, October 15-17, 2009, Revised Selected Papers. Lecture Notes in Computer Science 6160, Springer 2010, ISBN 978-3-642-14570-4 [contents]
2000 – 2009
- 2009
- [j9]Leif E. Peterson, Xue-wen Chen:
Editorial. Int. J. Data Min. Bioinform. 3(4): 363-364 (2009) - [j8]Leif E. Peterson
, Matthew A. Coleman
:
Logistic ensembles of Random Spherical Linear Oracles for microarray classification. Int. J. Data Min. Bioinform. 3(4): 382-397 (2009) - [j7]Leif E. Peterson, Paulo J. G. Lisboa:
Editorial. Int. J. Knowl. Eng. Soft Data Paradigms 1(3): 193-194 (2009) - [j6]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): 239-256 (2009) - [j5]Leif E. Peterson
:
K-nearest neighbor. Scholarpedia 4(2): 1883 (2009) - [c9]Leif E. Peterson
:
Maximum Likelihood Logistic Regression Using Metaheuristics. ICMLA 2009: 509-514 - [c8]Sameer Ather
, Leif E. Peterson
, Vijay Divakaran, Anita Deswal, Biykem Bozkurt
, Douglas L. Mann
:
Unsupervised cluster analysis and mortality risk in the Digitalis Investigation Group (DIG) trial of heart failure. IJCNN 2009: 207-212 - [c7]Leif E. Peterson
, Sameer Ather
, Vijay Divakaran, Anita Deswal, Biykem Bozkurt
, Douglas L. Mann
:
Improved propensity matching for heart failure using neural gas and self-organizing maps. IJCNN 2009: 2517-2524 - 2008
- [j4]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): 17-36 (2008) - [c6]Leif E. Peterson
, Kirill V. Larin:
Hermite/Laguerre Neural Networks for Classification of Artificial Fingerprints from Optical Coherence Tomography. ICMLA 2008: 637-643 - [c5]Leif E. Peterson
, Matthew A. Coleman
:
Text-mining protein-protein interaction corpus using concept clustering to identify intermittency. IJCNN 2008: 3634-3640 - [e1]M. Arif Wani, Mehmed M. Kantardzic, Tao Li, Ying Liu, Lukasz A. Kurgan, Jieping Ye, Mitsunori Ogihara, Seref Sagiroglu, Xue-wen Chen, Leif E. Peterson, Khalid Hafeez:
The Sixth International Conference on Machine Learning and Applications, ICMLA 2007, Cincinnati, Ohio, USA, 13-15 December 2007. IEEE Computer Society 2008, ISBN 0-7695-3069-9 [contents] - 2007
- [c4]Leif E. Peterson, Matthew A. Coleman:
Logistic Ensembles for Random Spherical Linear Oracles. ICMLA 2007: 618-623 - 2006
- [j3]Leif E. Peterson
, Emmanuel C. Ifeachor:
Welcome to Source Code for Biology and Medicine. Source Code Biol. Medicine 1 (2006) - [c3]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: 3828-3835 - 2005
- [c2]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: 275-282 - [c1]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: 267-276 - 2003
- [j2]Leif E. Peterson
:
Partitioning large-sample microarray-based gene expression profiles using principal components analysis. Comput. Methods Programs Biomed. 70(2): 107-119 (2003) - 2002
- [j1]Leif E. Peterson
:
Factor analysis of cluster-specific gene expression levels from cDNA microarrays. Comput. Methods Programs Biomed. 69(3): 179-188 (2002)
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