what is java?
Java is a high-level programming language originally developed by Sun Microsystems and released in 1995. Java runs on a variety of platforms, such as Windows, Mac OS, and the various versions of UNIX. This tutorial gives a complete understan
UNIT-8 Cluster Analysis
What is Cluster Analysis?
Types of Data in Cluster Analysis
A Categorization of Major Clustering
UNIT-2 Data Preprocessing
Why preprocess the data?
Data integration and transformation
Discretization and concept
Motivation: Why data mining?
What is data mining?
Data Mining: On what kind of
Data mining functionality
Classification of data mining
Major issues in data minin
UNIT-4 Characterization and Comparison
What is concept description?
Data generalization and
Analysis of attribute relevance
Data Mining: Exploring Data
Lecture Notes for Chapter 3
Slides by Tan, Steinbach, Kumar adapted by Michael Hahsler
Exploratory Data Analysis
What is data exploration?
A preliminary exploration of the data to
UNIT-6 Classification and Prediction
Lecture-32 What is classification? What is prediction?
Lecture-33 Issues regarding classification and prediction
Lecture-34 Classification by decision tree induction
Lecture-35 Bayesian Classification
UNIT-5 Mining Association Rules in Large
Association rule mining
Mining single-dimensional Boolean
association rules from transactional
Mining multilevel association rules from
Data Mining Primitives, Languages,
and System Architectures
Data mining primitives: What defines a data
A data mining query language
Design graphical user interfaces
based on a data mini
SYSTEM MODELING AND SIMULATION
UNIT - 1 INTRODUCTION: When simulation is the appropriate tool and when it is not appropriate; Advantages and disadvantages of Simulation; Areas of
application; Systems and system environment; Components of a sy
All devices are connected to a common cable called trunk.
Maximum segment length of cable is 200 m.
Maximum of 30 devices per segment
Server is at one end and devices are at different positions.
Devices are not responsible for data transmiss
UNIT-8 Mining Complex Types of Data
Lecture-50 Multidimensional analysis and descriptive
mining of complex data objects
Mining spatial databases
Mining multimedia databases
Mining time-series and sequence