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Data Mining Algorithms In R
 
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Ebooks May 29, 2022 5
In general terms, Data Mining comprises techniques and algorithms, for determining interesting patterns from large datasets. There are currently hundreds (or even more) algorithms that perform tasks such as frequent pattern mining, clustering, and classification, among others.
An Introduction to Data Mining by Saed Sayad
 
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Ebooks May 25, 2022 4

Ebook Details

Author
Saed Sayad
Publisher
University of Toronto 2011
Data Mining is about explaining the past and predicting the future by means of data analysis. Data mining is a multidisciplinary field which combines statistics, machine learning, artificial intelligence and database technology. The value of data mining applications is often estimated to be very high.
Multi-Relational Data Mining by Arno Jan Knobbe
 
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Ebooks May 24, 2022 4

Ebook Details

Author
Arno Jan Knobbe
Publisher
IOS Press 2006
This thesis is concerned with Data Mining: extracting useful insights from large and detailed collections of data. With the increased possibilities in modern society for companies and institutions to gather data cheaply and efficiently, this subject has become of increasing importance.
Natural Language Interfaces to Databases: An Introduction by I. Androutsopoulos, G. D. Ritchie, P. Thanisch
 
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Ebooks May 24, 2022 3

Ebook Details

Author
I. Androutsopoulos, G. D. Ritchie, P. Thanisch
Publisher
arXiv 1995
This paper is an introduction to natural language interfaces to databases (NLIDBs). A brief overview of the history of NLIDBs is first given. Some advantages and disadvantages of NLIDBs are then discussed, comparing NLIDBs to formal query languages, form-based interfaces, and graphical interfaces.
Mining of Massive Datasets by Anand Rajaraman, Jeffrey D. Ullman
 
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Ebooks May 23, 2022 4

Ebook Details

Author
Anand Rajaraman, Jeffrey D. Ullman
Publisher
Stanford University 2010
At the highest level of description, this book is about data mining. However, it focuses on data mining of very large amounts of data, that is, data so large it does not fit in main memory. Because of the emphasis on size, many of our examples are about the...
Information Retrieval: A Survey by Ed Greengrass
 
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Ebooks May 23, 2022 2

Ebook Details

Author
Ed Greengrass
Publisher
University of Maryland 2000
This report is a tutorial and survey of the state of the art, both research and commercial, in the dynamic field of Information Retrieval. The topics covered include: formulation of structured and unstructured queries and topic statements.
Database Fundamentals by Neeraj Sharma, at al.
 
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Ebooks May 23, 2022 5

Ebook Details

Author
Neeraj Sharma, at al.
Publisher
IBM Corporation 2010
Data is one of the most valuable assets a company has. Relational and hierarchical databases have been used in the industry for decades. This book teaches you the fundamentals of databases, including relational database theory.
Readings in Database Systems by J. M. Hellerstein, M. Stonebraker
 
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Ebooks May 22, 2022 3

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Author
J. M. Hellerstein, M. Stonebraker
Publisher
UC Berkeley 1999
Lessons from database research have been applied in academic fields ranging from bioinformatics to next-generation Internet architecture and in industrial uses
Database Systems and Structures by Osmar R. Zaiane
 
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Ebooks May 21, 2022 3

Ebook Details

Author
Osmar R. Zaiane
Publisher
Simon Fraser University 1998
These notes provide an introduction to data models, database systems, the structure and use of relational database systems and relational languages, indexing and storage management,
Theory and Applications for Advanced Text Mining by Shigeaki Sakurai (ed.)
 
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Ebooks May 21, 2022 1

Ebook Details

Author
Shigeaki Sakurai (ed.)
Publisher
InTech 2012
Text mining techniques are studied aggressively in order to extract the knowledge from the data. This book is composed of 9 chapters introducing advanced text mining techniques. They are various techniques from relation extraction to under or less resourced language.
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