Book by Murugan Anandarajan, Chelsey Hill, Thomas Nolan, 1 file
This book covers the elements involved in creating a text mining pipeline. While analysts will not use every element in every project, each tool provides a potential segment in the…
The topic this book addresses originated from a panel discussion at the 2004 ACM SIGKDD (Special Interest Group on Knowledge Discovery and Data Mining) Conference held in Seattle,…
The aim of this work is to present and describe in detail the algorithms to extract the knowledge hidden inside data using Python language, which allows us to read and easily under…
Thank you for making it through to the end of Python Data Science: An hands-on introduction to big data analysis and data mining, a project-based guide with practical exercises (Bo…
serious data miners are often faced with thousands of candidate features for their prediction or classification application, with most of the features being of little or no value.…
A grand challenge problem (Wah, 1993) refers to a computing problem that cannot be solved in a reasonable amount of time with conventional computers. While grand challenge problems…
The importance of text mining applications has increased in recent years because of the large number of web-enabled applications which lead to the creation of such data. While clas…
This is a comprehensive book on concepts, algorithms, theories, applications, software, and visualization of data mining and computing. It provides a volume of coherent set of rela…
Due to the Internet Revolution, human conversational data””in written forms””are accumulating at a phenomenal rate. At the same time, improvements in speech technology enable many…
The ever growing flood of data arises from many different sources: huge databases store increasing amounts of data on customers, sales, expenses, traveling, credit card usage, tax…
Data mining is a mature technology. The prediction problem, looking for predictive patterns in data, has been widely studied. Strong methods are available to the practitioner. Thes…
The past couple of decades have seen a dramatic increase in the amount of information or data being stored in electronic format. This accumulation of data has taken place at an exp…
The term Enterprise Architecture refers to a collection of technology components and their interrelationships, which are integrated to meet the information requirements of an enter…
Book by Alber J Marsella and Robert S. Greenfield, 1 file
This book contains information obtained from authentic and highly regarded sources. Reprinted material is quoted with permission, and sources are indicated. A wide variety of refer…