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stat.ME2018
Anomaly Detection in Partially Observed Traffic Networks
Elizabeth Hou, Yasin Yilmaz, Alfred Hero
This paper addresses the problem of detecting anomalous activity in traffic networks where the network is not directly observed. Given knowledge of what the node-to-node traffic in…
stat.ML2018
Sequential Maximum Margin Classifiers for Partially Labeled Data
Elizabeth Hou, Alfred O. Hero
In many real-world applications, data is not collected as one batch, but sequentially over time, and often it is not possible or desirable to wait until the data is completely gath…