EagleMine is a novel tree-based mining approach to recognize and summarize the micro-clusters in the histogram.
spartan2 is a collection of data mining algorithms on big graphs and time series, providing three basic tasks: anomaly detection, forecast, and summarization.
Fast Spectral Theory-based Algorithms for unified dense subgraphs detection in large graphs.
CatchCore is a novel framework to detect hierarchical dense cores in multi-aspect data (i.e. tensors).
EigenPulse is a streaming algorithm to detect surges of sliding windows in real time.
HoloScope is developped for fraud detection based on graphs, which makes holistic use of several signals, namely connectivity (i.e., topology), temporal bursts and drops, and rating deviation in a systematic way.
