Page 5 - DCAP603_DATAWARE_HOUSING_AND_DATAMINING

CONTENT

Unit 1: Data Warehouse Practice 1
Sartaj Singh, Lovely Professional University

Unit 2: Data Mining Concept 20
Sartaj Singh, Lovely Professional University

Unit 3: Data Mining Techniques 44
Sartaj Singh, Lovely Professional University

Unit 4: Data Mining Classification 57
Sartaj Singh, Lovely Professional University

Unit 5: Data Warehouse Research – Issues and Research 88
Gurwinder Kaur, Lovely Professional University

Unit 6: Source Integration 105
Gurwinder Kaur, Lovely Professional University

Unit 7: Applications Cases of Integration 139
Gurwinder Kaur, Lovely Professional University

Unit 8; Data Warehouse Refreshment 151
Gurwinder Kaur, Lovely Professional University

Unit 9: Data Warehouse Refreshment – II 164
Gurwinder Kaur, Lovely Professional University

Unit 10: Multi-dimensional Data Models and Aggregation 187
Sartaj Singh, Lovely Professional University

Unit 11: Query Processing and Optimization 207
Sartaj Singh, Lovely Professional University

Unit 12: Metadata and Warehouse Quality 224
Sartaj Singh, Lovely Professional University

Unit 13: Metadata and Data Warehouse Quality 244
Sartaj Singh, Lovely Professional University

Unit 14: Quality Driven Data Warehouse Design 257
Sartaj Singh, Lovely Professional University