Jure Leskovec, Stanford University - SNAP - Stanford University
Jure Leskovec, Stanford University - SNAP - Stanford University
Jure Leskovec, Stanford University - SNAP - Stanford University
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High-dimensional data:<br />
Locality Sensitive Hashing<br />
Dimensionality reduction<br />
Clustering<br />
The data is a graph:<br />
Link Analysis: PageRank, TrustRank, Hubs & Authorities<br />
Machine Learning:<br />
kNN, Perceptron, SVM, Decision Trees<br />
Data is infinite:<br />
Mining data streams<br />
Advertising on the Web<br />
Applications:<br />
Association Rules<br />
Recommender systems<br />
3/9/2011 <strong>Jure</strong> <strong>Leskovec</strong>, <strong>Stanford</strong> C246: Mining Massive Datasets<br />
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