A4 Advanced Data Mining Book In English Language

Writers:
Dr. Meena Agrawal
Dr. C.P. Agrawal
Dr. Adesh Pandey

About the Book:-
In this Data Explosion age, management of huge data has become a Hercules task. The exact answer for this objective is Data Mining. Large business transactions, scientific data, satellite pictures, text reports and military intelligence and other digital data are generating far so much data and information, which is difficult to handle with conventional computing methods. Data analysis and information retrieval are fractional part of decision-making. The huge collections of data are promoting us to have better managerial tools and techniques. There is a certain need of tools for automatic summarization of data, extraction of the critical information stored, and the discovery of patterns in raw data which may help in decision making.
The authors have published two books related to Data Mining, before this one. The basics are covered in a Introduction to Data Mininga and issues related to Data Mining anf Warehousing of Multimedia are covered in a Empowering Multimedia with Data Mining and Data Warehousinga
Data mining is the tool for modern business applications to solve this challenge. The data mining started about 40 years ago as a statistical analysis. The regression analysis, standard distribution, deviation, variance, cluster analysis, confidence intervals techniques of statistical are important basic tools, New tools and techniques are added to enhance the power of the statistics routines. This book covers major issues related to Data Mining. It covers Data Pre-processing, Online Analytical Processing (OLAP), Classification, Cluster Analysis etc. Every chapter is appended with sample exercises for revision.