Reading List:

Choose one of the papers listed below and email me your selection. The papers in red have been chosen by a student.

Representation Learning

Outlier/Anomaly Detection

Association, Frequent Pattern, Emerging Pattern, and High Utility Pattern Mining

Decision Tree Learning

Decision Rule Learning

Support Vector Machines

Bayesian Network Learning

(Deep) Neural Networks


Data Stream Mining

Graph or Social Network Mining

Text Mining

Topic Detection and Tracking

Event Detection and Tracking

Opinion Mining (Sentiment Analysis)

User Behavior Modeling/Profiling

Learning from Imbalanced Datasets

Parallal and Distributed Data Mining for Big Data with MapReduce

Recommender Systems