Michael Giering

Anomaly Detection and Fault Disambiguation in Large Flight Data: A Multi-modal Deep Auto-encoder Approach

K. Krishna Reddy, Soumalya Sarkar, Vivek Venugopalan et al. · Annual Conference of the PHM Society · 2016 · 73 citations · Full text

Artificial Intelligence, Fault Diagnosis, Anomaly Detection +19

Retail sales prediction and item recommendations using customer demographics at store level

Michael Giering · ACM SIGKDD Explorations Newsletter · 2008 · 59 citations

Marketing Analytics, Customer Satisfaction, Engineering +22

Generative Adversarial Networks for Depth Map Estimation from RGB Video

Kin Gwn Lore, Kishore Reddy, Michael Giering et al. · 2018 · 53 citations

Depth Map Representation, Machine Vision, Image Analysis +14

Deep Learning for Structural Health Monitoring: A Damage Characterization Application

Soumalya Sarkar, K. Krishna Reddy, Michael Giering et al. · Annual Conference of the PHM Society · 2016 · 53 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Parametric Characterization of Multimodal Distributions with Non-gaussian Modes

Ashutosh Tewari, Michael Giering, Arvind U. Raghunathan · 2011 · 44 citations

Mixture Distribution, Engineering, Machine Learning +13