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Primer to Analysis of Genomic Data Using R

by Gondro, Cedric., Gondro, Cedric.
Published 2015

Table of Contents: “... and genetic architecture -- Gene expression analysis -- Databases and functional information -- Extending R...”
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Modeling Dose-Response Microarray Data in Early Drug Development Experiments Using R Order-Restricted Analysis of Microarray Data /

Published 2012

Table of Contents: “... Restrictions -- The Likelihood Ratio Test -- Part II: Dose-response Microarray Experiments -- Functional...”
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Current Topics in Artificial Intelligence 13th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2009, Seville, Spain, November 9-13, 2009, Selected Papers /

Published 2010

Table of Contents: “... Distribution for Decision Trees: Comparative Analysis of CTC and C4.5 -- Selecting Few Genes for Microarray...”
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Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics 6th European Conference, EvoBIO 2008, Naples, Italy, March 26-28, 2008, Proceedings /

Published 2008

Table of Contents: “... Selection and Cancer Microarray Data Classification Via Mixed-Integer Optimization -- Detection of Protein...”
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Applications of Evolutionary Computing Evoworkshops: EvoBIO, EvoCOMNET, EvoHot, EvoIASP, EvoMUSART, and EvoSTOC /

Published 2005

Table of Contents: “...EvoBIO Contributions -- Evolutionary Biclustering of Microarray Data -- A Fuzzy Viterbi Algorithm...”
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Advanced Statistical Methods for the Analysis of Large Data-Sets

Published 2012

Table of Contents: “... Microarray Analysis: From Genes’ Detection to Clustering (Angelini C., De Canditiis D., Pensky M...”
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Data Mining and Bioinformatics First International Workshop, VDMB 2006, Seoul, Korea, September 11, 2006, Revised Selected Papers /

Published 2006

Table of Contents: “... Structures with Biological Data Applications -- Subspace Clustering of Microarray Data Based on Domain...”
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Fuzzy Logic and Applications 6th International Workshop, WILF 2005, Crema, Italy, September 15-17, 2005, Revised Selected Papers /

Published 2006

Table of Contents: “... Proteomics Data -- NEC for Gene Expression Analysis -- Active Learning with Wavelets for Microarray Data...”
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Advances in Visual Computing Second International Symposium, ISVC 2006, Lake Tahoe, NV, USA, November 6-8, 2006, Proceedings, Part I /

Published 2006

Table of Contents: “... Decomposition-Based Illumination Compensation in Video -- Facial Expression Transformations for Expression...”
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Computational Science - ICCS 2007 7th International Conference, Beijing China, May 27-30, 2007, Proceedings, Part III /

Published 2007

Table of Contents: “... for Uncertainty Reduction in Microarray Gene Expression Pattern Analysis -- Application of Classification Methods...”
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Computational Science - ICCS 2007 7th International Conference, Beijing China, May 27-30, 2007, Proceedings, Part I /

Published 2007

Table of Contents: “... Between Protein and RNA -- Detecting Periodically Expression in Unevenly Spaced Microarray Time Series...”
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Frontiers in Computational and Systems Biology

Published 2010

Table of Contents: “... -- Group Variable Selection Methods and Their Applications in Analysis of Genomic Data -- Modeling Protein...”
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Advances in Bioinformatics 4th International Workshop on Practical Applications of Computational Biology and Bioinformatics 2010 (IWPACBB 2010) /

Published 2010

Table of Contents: “...Microarrays -- Highlighting Differential Gene Expression between Two Condition Microarrays through...”
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Computational Intelligence in Bioinformatics

Published 2008

Table of Contents: “... Programming versus Evolutionary Computing -- Fuzzy Classification for Gene Expression Data Analysis -- Towards...”
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Bioinformatics Research and Applications Fourth International Symposium, ISBRA 2008, Atlanta, GA, USA, May 6-9, 2008, Proceedings /

Published 2008

Table of Contents: “... -- Bagging Multiple Comparisons from Microarray Data -- Human Blood-Brain Differential Gene-Expression...”
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Pattern Recognition in Bioinformatics Third IAPR International Conference, PRIB 2008, Melbourne, Australia, October 15-17, 2008. Proceedings /

Published 2008

Table of Contents: “... Trees -- Generating Synthetic Gene Regulatory Networks -- Microarray and Gene Expression Analysis...”
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Statistical Methods in Molecular Biology

Published 2010

Table of Contents: “... -- Exploration, Visualization, and Preprocessing of High–Dimensional Data -- Statistical Methods for Microarray...”
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Bioinformatics Research and Applications Third International Symposium,ISBRA 2007, Atlanta, GA, USA, May 7-10, 2007, Proceedings /

Published 2007

Table of Contents: “... Sets of Informative Genes in Microarray Data -- Noise-Based Feature Perturbation as a Selection Method...”
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National Institute of Allergy and Infectious Diseases, NIH Volume 1: Frontiers in Research /

Published 2008

Table of Contents: “... -- Expression of the MtrC-MtrD-MtrE Efflux Pump in Neisseria gonorrhoeae and Bacterial Survival in the Presence...”
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Pattern Recognition in Bioinformatics Second IAPR International Workshop, PRIB 2007, Singapore, October 1-2, 2007, Proceedings /

Published 2007

Table of Contents: “... Spanning Tree for Gene Expression Data Clustering -- Integrating Gene Expression Data from Microarrays...”
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