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Filtering by: Advisor Dietterich, Thomas G. Committee Member Fern, Alan

Statistical Properties and Guarantees for Certain Anomaly Detection Relevant Problems

Anomaly Detection and Probabilistic Diagnosis for Automated Data Quality Control

Improving automated email tagging with implicit feedback

Probabilistic models for quality control in environmental sensor networks

Applying machine learning for prediction, recommendation, and integration

Efficient training and feature induction in sequential supervised learning

Activity recognition in desktop environments

Image features and learning algorithms for biological, generic and social object recog...

Learning MDP action models via discrete mixture trees

Protein secondary structure prediction using conditional random fields and profiles