About

Welcome to the DATA Lab at in the H. John Heinz III College of Information Systems and Public Policy at Carnegie Mellon University.

Our group is interested in understanding, modeling, and leveraging data toward solving real-world problems involving massive and streaming data.

We specifically focus on discovering the trends and patterns in the data toward identifying rare, anomalous, fraudulent, and/or emerging events.

Our goal is to invent effective and scalable computational methods for mining and learning from multi-modal data; including graphs, time series, and meta-data.

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Research Areas

  • Data Mining and Knowledge Discovery
  • Network Science
  • Machine Learning
  • Big Data & Statistics
  • Large-scale Graph Mining
  • Pattern Discovery
  • Anomaly & Event Detection
  • Social and Information Media Analysis

Address

We are located at Hamburgh Hall 3rd Floor, Room TBD.