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01/30/2023
Streaming Anomaly Detection
Anomaly detection is critical for finding suspicious behavior in innumer...
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10/25/2021
SSMF: Shifting Seasonal Matrix Factorization
Given taxi-ride counts information between departure and destination loc...
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06/08/2021
Sketch-Based Streaming Anomaly Detection in Dynamic Graphs
Given a stream of graph edges from a dynamic graph, how can we assign an...
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06/07/2021
MemStream: Memory-Based Anomaly Detection in Multi-Aspect Streams with Concept Drift
Given a stream of entries over time in a multi-aspect data setting where...
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04/04/2021
Isconna: Streaming Anomaly Detection with Frequency and Patterns
An edge stream is a common form of presentation of dynamic networks. It ...
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02/23/2021
CAC: A Clustering Based Framework for Classification
In data containing heterogeneous subpopulations, classification performa...
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12/03/2020
AugSplicing: Synchronized Behavior Detection in Streaming Tensors
How can we track synchronized behavior in a stream of time-stamped tuple...
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09/17/2020
ExGAN: Adversarial Generation of Extreme Samples
Mitigating the risk arising from extreme events is a fundamental goal wi...
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09/17/2020
Real-Time Streaming Anomaly Detection in Dynamic Graphs
Given a stream of graph edges from a dynamic graph, how can we assign an...
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09/17/2020
MStream: Fast Streaming Multi-Aspect Group Anomaly Detection
Given a stream of entries in a multi-aspect data setting i.e., entries h...
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11/11/2019