IE460 INTRODUCTION TO DATA MINING
| Course Code: |
5680460 |
| METU Credit (Theoretical-Laboratory hours/week): |
3(3-0) |
| ECTS Credit: |
5.0 |
| Department: |
Industrial Engineering |
| Language of Instruction: |
English |
| Level of Study: |
Undergraduate |
| Course Coordinator: |
Prof.Dr. CEM ÝYÝGÜN |
| Offered Semester: |
Fall and Spring Semesters. |
| Prerequisite: |
Set 1: 5680266
|
| The course set above should be completed before taking
IE460 INTRODUCTION TO DATA MINING . |
Course Content
Introduction to data mining .Data types. Classification Analysis: Rule Based. Nearest-Neighbour and Bayesian Classifiers. Support Vector Machines. Association Analysis: Rule Generation. Cluster Analysis: Center-based Clustering. Hiearchial . Density-based and Fuzzy Clustering. Cluster Validation. Anomaly Detection. Case studies.
