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EXAMINATION BRANCH QUESTION BANK Name of the branch: CSE A & CSE B Year & Sem: IV & I Name of the subject: DATA WAREHOUSING AND DATA MINING Name of the faculty, Designation & Mobile number: S.PADMAJA , Assoc. Prof., 8125360285 Date of Examination: II MID Academic Year: 2015-16 NOTE: All the faculty requested to use Question Style - Calibri and Size - 12 UNIT-III S.N0 APPEARED IN (R05,R07, R09, R13) QUESTION 1 Explain how the association rules be generated using Apriori algorithm 2 Write about FP-Growth algorithm in details MARKS Assigned 5 5 3 Explain in detail about the partition algorithms 5 UNIT-IV S.N0 QUESTION 1 What are the various issues regarding classification and prediction 2 Explain how the classification by decision tree induction 3 Write a note on note on attribute selection measures 4 What is Naive-Bayes classifier? 5 Explain rule-based classification in details APPEARED IN (R05,R07, R09, R13) MARKS Assigned 5 5 5 5 5 UNIT-V S.N0 QUESTION 1 What are the different types of data in cluster analysis 2 Explain the K-Means algorithm 3 Explain Hierarchical clustering algorithm 4 What are the key issues ,strengths and weakness of hierarchical clustering algorithm APPEARED IN (R05,R07, R09, R13) MARKS Assigned 5 5 5 5 5 Write a note on distance-based outlier analysis 5 6 7 Write a note on density-based outlier analysis 5 Write a note on deviation-based outlier analysis 5