Publications

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2016
K. Reddy, S. Sarkar, V. Venugopalan, and M. Giering, "Anomaly Detection and Fault Disambiguation in Large Flight Data: A Multi-Modal Deep Autoencoder Approach", Annual Conference of the Prognostics and Health Management Society, pp. 207-214, October, 2016.
K. Reddy, S. Sarkar, V. Venugopalan, and M. Giering, "Anomaly Detection and Fault Classification in Large Flight Data Using Multi-Modal Deep Learning Approaches", 1st International Conference on InfoSymbiotics /Dynamic Data Driven Applications Systems (DDDAS), August, 2016.
K. Reddy, V. Venugopalan, and M. Giering, "Applying Deep Learning for Prognostic Health Monitoring of Aerospace and Building Systems", {1st ACM SIGKDD Workshop on Machine Learning for Prognostics and Health Management (ML for PHM 2016)}, August, 2016.
2015