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Advanced Statistical Methods for the Analysis of Large Data-Sets

Published 2012

Table of Contents: “...Part I Clustering Large Data-Sets: Clustering Large Data Set: An Applied Comparative Study (Bocci L...”
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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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AI 2008: Advances in Artificial Intelligence 21st Australasian Joint Conference on Artificial Intelligence, Auckland, New Zealand, December 3-5, 2008, Proceedings /

Published 2008

Table of Contents: “... Expensive Functions -- Discriminant Analysis Methods for Microarray Data Classification...”
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Algorithms in Bioinformatics 8th International Workshop, WABI 2008, Karlsruhe, Germany, September 15-19, 2008, Proceedings /

Published 2008

Table of Contents: “... Subcellular Localization -- Fast Target Set Reduction for Large-Scale Protein Function Prediction: A Multi...”
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Intelligent Data Engineering and Automated Learning -- IDEAL 2010 11th International Conference, Paisley, UK, September 1-3, 2010, Proceedings /

Published 2010

Table of Contents: “...Large Scale Instance Selection by Means of a Parallel Algorithm -- Typed Linear Chain Conditional...”
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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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The Art of Semiparametrics

Published 2006

Table of Contents: “... -- Linear Regression Models for Functional Data -- Penalized Binary Regression as Statistical Learning Tool...”
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Statistical Modeling and Analysis for Complex Data Problems

Published 2005

Table of Contents: “... for Comparison of Two Independent cDNA Filter Microarrays -- Large Deviations for Interacting Processes...”
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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: “... Model -- Enabling Very-Large Scale Earthquake Simulations on Parallel Machines -- Fast Insolation...”
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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: “... Graphs with Two Orbits -- Heavy Cycles in 2-Connected Weighted Graphs with Large Weighted Degree Sums...”
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Systems Biology for Signaling Networks

Published 2010

Table of Contents: “... Construction -- From Microarray to Biology -- Modeling and Reconstruction -- Computational Procedures for Model...”
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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: “... Function Based on Higher Order Statistics (RF-HOS) for Two-Sample Microarray Experiments -- Searching...”
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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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Learning and Intelligent Optimization 4th International Conference, LION 4, Venice, Italy, January 2010. Selected Papers /

Published 2010

Table of Contents: “... Functions, Clustering Algorithms and Microarray Data Analysis -- Gaussian Process Assisted Particle Swarm...”
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Foundations of Intelligent Systems 15th International Symposium ISMIS 2005, Saratoga Springs, NY, USA, May 25-28, 2005, Proceedings /

Published 2005

Table of Contents: “... Profile Matching on Large-Volume Data Streams -- Failing Queries in Distributed Autonomous Information...”
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Algorithms and Architectures for Parallel Processing 10th International Conference, ICA3PP 2010, Busan, Korea, May 21-23, 2010. Workshops, Part II /

Published 2010

Table of Contents: “...) -- Efficient Grid on the OTIS-Arrangment Network -- Single Thread Program Parallelism with Dataflow Abstracting...”
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Intelligent Data Engineering and Automated Learning - IDEAL 2005 6th International Conference, Brisbane, Australia, July 6-8, 2005, Proceedings /

Published 2005

Table of Contents: “... of Large Image Datasets Using Non-linear Principal Components -- Classification by Instance-Based Learning...”
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Advances in Communication and Computing

Published 2015

Table of Contents: “... Inference System -- Active Learning using Fuzzy K-NN for Cancer Classification from Microarray Gene...”
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New Developments in Classification and Data Analysis Proceedings of the Meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, Universit...

Published 2005

Table of Contents: “... Evaluation Using Computer-Automated Test Results -- Functional Cluster Analysis of Financial Time Series...”
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Advances in Intelligent Data Analysis VI 6th International Symposium on Intelligent Data Analysis, IDA 2005, Madrid, Spain, September 8-10, 2005, Proceedings /

Published 2005

Table of Contents: “... -- Bayesian Network Classifiers for Time-Series Microarray Data -- Feature Discovery in Classification...”
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