Merged consensus clustering to assess and improve class discovery with microarray data

JOURNAL ARTICLE published December 2010 in BMC Bioinformatics

Authors: T Ian Simpson | J Douglas Armstrong | Andrew P Jarman

Challenges in microarray class discovery: a comprehensive examination of normalization, gene selection and clustering

JOURNAL ARTICLE published December 2010 in BMC Bioinformatics

Authors: Eva Freyhult | Mattias Landfors | Jenny Önskog | Torgeir R Hvidsten | Patrik Rydén

A temporal precedence based clustering method for gene expression microarray data

JOURNAL ARTICLE published December 2010 in BMC Bioinformatics

Authors: Ritesh Krishna | Chang-Tsun Li | Vicky Buchanan-Wollaston

Comparative analysis of missing value imputation methods to improve clustering and interpretation of microarray experiments

JOURNAL ARTICLE published December 2010 in BMC Genomics

Authors: Magalie Celton | Alain Malpertuy | Gaëlle Lelandais | Alexandre G de Brevern

Clustering and Validation of Microarray Data Using Consensus Clustering

DISSERTATION published

Authors: Sarbinder Kallar

Parallel multiplicity and error discovery rate (EDR) in microarray experiments

JOURNAL ARTICLE published December 2010 in BMC Bioinformatics

Authors: Wayne Wenzhong Xu | Clay J Carter

Consensus Clustering for Microarray Gene Expression Data

JOURNAL ARTICLE published 15 November 2014 in Bonfring International Journal of Data Mining

Authors: Selvamani Muthukalathi | Ravanan Ramanujam | Anbupalam Thalamuthu

Clustering or Automatic Class Discovery: Non-Hierarchical, non-SOM

BOOK CHAPTER published in A Practical Approach to Microarray Data Analysis

Authors: Ka Yee Yeung

Class prediction for high-dimensional class-imbalanced data

JOURNAL ARTICLE published December 2010 in BMC Bioinformatics

Authors: Rok Blagus | Lara Lusa

A statistical framework for differential network analysis from microarray data

JOURNAL ARTICLE published December 2010 in BMC Bioinformatics

Authors: Ryan Gill | Somnath Datta | Susmita Datta

Co-Clustering

BOOK CHAPTER published 19 May 2010 in Relational Data Clustering

Comparison and consolidation of microarray data sets of human tissue expression

JOURNAL ARTICLE published 2010 in BMC Genomics

Authors: Jenny Russ | Matthias E Futschik

Clustering or Automatic Class Discovery: Hierarchical Methods

BOOK CHAPTER published in A Practical Approach to Microarray Data Analysis

Authors: Derek C. Stanford | Douglas B. Clarkson | Antje Hoering

Effects of scanning sensitivity and multiple scan algorithms on microarray data quality

JOURNAL ARTICLE published December 2010 in BMC Bioinformatics

Authors: Andrew Williams | Errol M Thomson

Density based pruning for identification of differentially expressed genes from microarray data

JOURNAL ARTICLE published 2010 in BMC Genomics

Authors: Jianjun Hu | Jia Xu

Spread of Evaluation Measures for Microarray Clustering

OTHER published 16 December 2013 in Biological Knowledge Discovery Handbook

Authors: Giulia Bruno | Alessandro Fiori

ILRC: a hybrid biomarker discovery algorithm based on improved L1 regularization and clustering in microarray data

JOURNAL ARTICLE published 22 October 2021 in BMC Bioinformatics

Research funded by Fundamental Research Funds for the Central Universities (N2016006) | Engineering Technology Research Center (17-134-8-00) | National Natural Science Foundation of China (No. U1708261)

Authors: Kun Yu | Weidong Xie | Linjie Wang | Wei Li

Reverse engineering gene regulatory network from microarray data using linear time-variant model

JOURNAL ARTICLE published January 2010 in BMC Bioinformatics

Authors: Mitra Kabir | Nasimul Noman | Hitoshi Iba

FiGS: a filter-based gene selection workbench for microarray data

JOURNAL ARTICLE published December 2010 in BMC Bioinformatics

Authors: Taeho Hwang | Choong-Hyun Sun | Taegyun Yun | Gwan-Su Yi

Algorithm-driven Artifacts in median polish summarization of Microarray data

JOURNAL ARTICLE published December 2010 in BMC Bioinformatics

Authors: Federico M Giorgi | Anthony M Bolger | Marc Lohse | Bjoern Usadel