WPI Worcester Polytechnic Institute

Computer Science Department
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CS 4445 Data Mining and Knowledge Discovery in Databases 
LECTURE NOTES - B Term 2012

PROF. CAROLINA RUIZ 

WARNING: These lecture notes are intended as supporting material not as substitute for attending the lectures.  
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Some sample datasets (including the ones provided with the Weka System)


Lecture: Combining Multiple Models


Lecture: Web Mining


Lecture: Text Mining


Lecture: Anomaly Detection


Lecture: Clustering


Lecture: Association Rules


Lecture: Rule Based Classifiers


Lecture: Bayesian Networks


Lecture: Model Evaluation


Lecture: Decision Trees


Lecture: Data Exploration, Visualization, OLAP


Lecture: Data, Data Preprocessing, Measures of Similarity


Lecture: Introduction to the Weka System


Lecture: Introduction to KDD and Data Mining