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Michael Giering
Michael Giering
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Title
Cited by
Cited by
Year
Retail sales prediction and item recommendations using customer demographics at store level
M Giering
Acm Sigkdd Explorations Newsletter 10 (2), 84-89, 2008
1042008
Anomaly Detection and Fault Disambiguation in Large Flight Data: A Multi-modal Deep Auto encoder Approach
MG Kishore K. Reddy, Soumalya Sarkar, Vivek Venugopalan
Annual Conference of the Prognostics and Health Management Society 2016, 2016
88*2016
Deep Learning for Structural Health Monitoring: A Damage Characterization Application
MG Kishore K. Reddy, Soumalya Sarkar, Michael Giering
Annual Conference of the Prognostics and Health Management Society 2016, 2016
66*2016
Parametric characterization of multimodal distributions with non-Gaussian modes
A Tewari, MJ Giering, A Raghunathan
2011 IEEE 11th international conference on data mining workshops, 286-292, 2011
652011
Generative adversarial networks for depth map estimation from RGB video
KG Lore, K Reddy, M Giering, EA Bernal
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition …, 2018
63*2018
Multi-modal sensor registration for vehicle perception via deep neural networks
M Giering, V Venugopalan, K Reddy
2015 IEEE High Performance Extreme Computing Conference (HPEC), 1-6, 2015
382015
Selective intrusion detection systems
M Pantus, J te Paske, P van de Mortel, L Mintjens, S Costiner, M Giering, ...
US Patent 11,080,974, 2021
332021
Deep Learning for Automated Occlusion Edge Detection in RGB-D Frames
S Sarkar, V Venugopalan, K Reddy, J Ryde, N Jaitly, M Giering
Journal of Signal Processing Systems, 1-13, 2017
312017
Wearable EEG-based Activity Recognition in PHM-related Service Environment via Deep Learning
MG Soumalya Sarkar, Kishore K. Reddy, Alex Dorgan, Cali Fidopiastis
International Journal of Prognostics and Health Management, 2016
302016
Generative adversarial networks for spectral super-resolution and bidirectional RGB-to-multispectral mapping
KG Lore, KK Reddy, M Giering, EA Bernal
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition …, 2019
262019
Multi-modal sensor data fusion for perception systems
MJ Giering, KK Reddy, V Venugopalan, S Sarkar
US Patent 11,422,546, 2022
242022
Systems and methods for compressing data
EA Bernal, KK Reddy, MJ Giering
US Patent 10,776,659, 2020
182020
Occlusion edge detection in RGB-D frames using deep convolutional networks
S Sarkar, V Venugopalan, K Reddy, M Giering, J Ryde, N Jaitly
arXiv preprint arXiv:1412.7007, 2014
182014
SPC fault detection and diagnostics algorithm
MJ Giering, A Tewari
US Patent 9,977,409, 2018
162018
Deep convolutional neural networks for crack detection from image data
MJ Giering, KK Reddy, V Venugopalan
US Patent 10,860,879, 2020
152020
Structural material property tailoring using deep neural networks
R Noraas, N Somanath, M Giering, OO Olusegun
AIAA Scitech 2019 Forum, 1703, 2019
152019
PulseNetOne: Fast Unsupervised Pruning of Convolutional Neural Networks for Remote Sensing
D Browne, M Giering, S Prestwich
MDPI Journal of Remote Sensing 2020 12 (Special Issue), 1092, 2020
122020
Sensor data fusion for prognostics and health monitoring
MJ Giering, M Shashanka, S Sarkar, V Venugopalan
US Patent 11,340,602, 2022
92022
Oil debris monitoring (ODM) with adaptive learning
GS Hagen, Y Lin, O Erdinc, MJ Giering, AI Khibnik
US Patent 10,409,275, 2019
92019
Material detection systems
V Venugopalan, MJ Giering, KK Reddy
US Patent App. 15/017,740, 2017
92017
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