Timothy J. Draelos

Computer Science · Physical Sciences

10h-index553citations78works0.02yr avg
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Research Topics

Seismology and Earthquake Studies(13), Neural Networks and Applications(10), Anomaly Detection Techniques and Applications(10), Chaos-based Image/Signal Encryption(9), Cryptographic Implementations and Security(8)

Publications78 total

Systems, methods and computer program products for self-tuning sensor data processing
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2023Open Access
Adaptive neural network management system
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2023· 1 citedOpen Access
Deep Learning ? Engineered Data Driven AI: Opportunities Challenges and Applications.
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2021Open Access
Artificial Intelligence: Friend or Foe?.
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2021Open Access
Seismic Phase Identification with a Merged Deep Neural Net Spotlight Slides.
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2021Open Access
Microseismic Event Denoising: Removal of Borehole Waves
2020Open Access
Semisupervised Learning for Seismic Monitoring Applications
Seismological Research Letters·2020· 8 citedOpen Access
Deep Learning MLDL 2018 Tutorial.
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2019Open Access
Deep Learning: Neural-Inspired Artificial Intelligence.
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2019Open Access
Deep Learning Models Augment Analyst Decisions for Event Discrimination
Geophysical Research Letters·2019· 150 citedOpen Access
Dynamic Analysis of Executables to Detect and Characterize Malware
2018· 1 citedOpen Access
Deep Learning: Neural-Inspired AI.
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2018Open Access
Seismic Phase Identification with Speech Recognition Algorithms
2018Open Access
Deep Learning at Sandia: Challenges and Opportunities.
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2018Open Access
Dynamic Tuning of Seismic Signal Detector Trigger Levels for Local Networks
Bulletin of the Seismological Society of America·2018· 4 citedOpen Access
REFINEMENT AND TESTING OF THE PROBABILISTIC EVENT DETECTION ASSOCIATION AND LOCATION ALGORITHM.
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2018· 1 citedOpen Access
Leveraging Long-term Seismic Catalogs for Automated Real-time Event Classification
AGUFM·2017
Temporal Cyber Attack Detection.
2017· 1 citedOpen Access
Adaptive Self-Tuning of Signal Detection Parameters
2017Open Access
Neurogenesis deep learning: Extending deep networks to accommodate new classes
2017· 82 citedOpen Access
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Frequent Co-authors

Richard Schroeppel(8), Cheryl Beaver(8), Mark Torgerson(7), Conrad D. James(5), James B. Aimone(5), Donald C. Wunsch(5), Sanford Ballard(5), Christopher J. Young(5), Nadine E. Miner(4), Craig M. Vineyard(4), Kristofor D. Carlson(4), Russell Miller(4), Christopher J. Young(4), Ronald Brogan(4), Lisa Linville(3), Aleksandra Faust(3), Nathan Brannon(3), Rita A. Gonzales(3), David Duggan(3), Matthew Gregor Peterson(3)