TY - BOOK AU - Kasim,Adeyto AU - Shkedy,Ziv AU - Kaiser,Sebastian AU - Hochreiter,Sepp AU - Talloen,Willem TI - Applied biclustering methods for big and high-dimensional data using R T2 - Chapman & hall/ CRC biostatistics series SN - 9781482208238 (alk. paper) U1 - 005.7 23 PY - 2017/// CY - Boca Raton : PB - CRC Press, KW - Big data KW - Cluster set theory KW - R (Computer program language) N1 - Includes bibliographical references and index; 1. Introduction -- 2. From cluster analysis to biclustering -- I. Biclustering methods -- II. Case studies and applications -- III. R tools for Biclustering N2 - This book presents an overview of data analysis using biclustering methods from a practical point of view. Real case studies in drug discovery, genetics, marketing research, biology, toxicity, and sports illustrate the use of several biclustering methods. References to technical details of the methods are provided for readers who wish to investigate the full theoretical background. All the methods are accompanied with R examples that show how to conduct the analyses ER -