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Discovering Knowledge in Data: An Introduction to Data Mining

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Availability
#
LVCC Apalit Library (000-099) CIR 006.3 12 L331d
C-07426
Available
Detail Information
Series Title
-
Call Number
CIR 006.3 12 L331d
Publisher
Hoboken, NJ, USA : A John Wiley & Sons, Inc.,Publication.,
Collation
v - 316 pages
Language
English
ISBN/ISSN
978-0-470-90874-7
Classification
NONE
Content Type
text
Media Type
unmediated
Carrier Type
volume
Edition
2nd Edition
Subject(s)
An Introduction to Data Mining
Data Preprocessing
Exploratory Data Analysis
Univariate Statistical Analysis
Multivariate Statistics
Preparing to Model the Data
k-Nearest Neighbor Algorithm
Decision Trees
Neural Networks
Hierarchical and k-Means Clustering
Kohonen Networks
Association Rules
Imputation of Missing Data
Model Evaluation Techniques
Specific Detail Info
Discovering Knowledge in Data: An Introduction to Data Mining (Second Edition) is a comprehensive textbook and reference designed to introduce readers to the core principles and practical methods of data mining — the process of discovering meaningful patterns in large datasets. It blends theory and practice, emphasizing not just how algorithms work, but also why they are used and when they are appropriate for specific problems.
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