COL761: Difference between revisions
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Latest revision as of 16:26, 14 April 2026
| COL761 | |
|---|---|
| Data Mining | |
| Credits | 4 |
| Structure | 3-0-2 |
| Pre-requisites | COL106 OR Equivalent |
| Overlaps | |
COL761 : Data Mining
Association rule-mining, FP-tree, Prefix-span, Multi-support rule mining, Frequent subgraph mining (gSpan and FSG), Clustering (Agglomerative clustering, k-means, k-medoid, DBSCAN, OPTICS, CURE, BFR, MCL). Data streams (FM sketch, Reservoir sampling, top k-counting), Anomaly detection (Density based techniques, chi-square tests, p-values), Influence maximization in social networks, SimRank, random walk with restarts, PageRank, HITS.