Joel B. Harley

33 papers C 1Misc 6Journal 18Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
MLE-UVAD: Minimal Latent Entropy Autoencoder for Fully Unsupervised Video Anomaly Detection.
CoRR
Yuang Geng, Junkai Zhou, Kang Yang, Pan He, Zhuoyang Zhou, José C. Príncipe, Joel B. Harley, Ivan Ruchkin
2025 J jnl
Improved PCA Reconstruction-Based Unsupervised Anomaly Detection in Uncontrolled Structural Health Monitoring With Correntropy.
IEEE Trans. Ind. Informatics
Kang Yang, Zhenhan Lin, Zekun Yang, Zhihui Tian, Jie Ma, José C. Príncipe, Joel B. Harley
2025 J jnl
Scaling Kinetic Monte-Carlo Simulations of Grain Growth with Combined Convolutional and Graph Neural Networks.
CoRR
Zhihui Tian, Ethan Suwandi, Tomas Oppelstrup, Vasily V. Bulatov, Joel B. Harley, Fei Zhou
2024 J jnl
Estimating soil mineral nitrogen from data-sparse field experiments using crop model-guided deep learning approach.
Comput. Electron. Agric.
Rishabh Gupta, Satya K. Pothapragada, Weihuang Xu, Prateek Kumar Goel, Miguel A. Barrera, Mira S. Saldanha, Joel B. Harley, Kelly T. Morgan, Alina Zare, Lincoln Zotarelli
2024 J jnl
Quantifying Heterogeneous Ecosystem Services With Multi-Label Soft Classification.
CoRR
Zhihui Tian, John Upchurch, G. Austin Simon, José C. B. Dubeux, Alina Zare, Chang Zhao, Joel B. Harley
2024 C conf
Quantifying Heterogeneous Ecosystem Services with Multi-Label Soft Classification.
IGARSS
Zhihui Tian, John Upchurch, G. Austin Simon, José C. B. Dubeux, Alina Zare, Chang Zhao, Joel B. Harley
2024 — conf
Surrogate Simulation of Subject-Specific Lateral Pinch via Deep Learning.
EMBC
Erica M. Lindbeck, Maximillian T. Diaz, Jennifer A. Nichols, Joel B. Harley
2024 J jnl
Wave Physics-Informed Matrix Factorizations.
IEEE Trans. Signal Process.
Harsha Vardhan Tetali, Joel B. Harley, Benjamin D. Haeffele
2024 — conf
Weight Decay Optimized Unsupervised Autoencoder Based Anomaly Detection in Uncontrolled Dynamic Structural Health Monitoring.
DDDAS/Infosymbiotics
Kang Yang, Zekun Yang, Zhihui Tian, Harsha Vardhan Tetali, Joel B. Harley
2023 J jnl
Capability of Impedance Measurement Using Spread Spectrum Time-Domain Reflectometry.
IEEE Trans. Instrum. Meas.
Evan Benoit, Samuel J. Hansen, Samuel Kingston, Joel B. Harley, Cynthia M. Furse
2023 J jnl
Evaluation of Impedance Measurement Using Spread Spectrum Time Domain Reflectometry.
IEEE Trans. Instrum. Meas.
Evan Benoit, Joel B. Harley, Cynthia M. Furse
2023 J jnl
Modeling Fission Gas Release at the Mesoscale using Multiscale DenseNet Regression with Attention Mechanism and Inception Blocks.
CoRR
Peter Toma, Md Ali Muntaha, Joel B. Harley, Michael R. Tonks
2023 J jnl
Wave Physics-informed Matrix Factorizations.
CoRR
Harsha Vardhan Tetali, Joel B. Harley, Benjamin D. Haeffele
2022 Misc conf
Closing the Sim-to-Real Gap in Guided Wave Damage Detection with Adversarial Training of Variational Auto-Encoders.
ICASSP
Ishan D. Khurjekar, Joel B. Harley
2022 J jnl
Closing the sim-to-real gap in guided wave damage detection with adversarial training of variational auto-encoders.
CoRR
Ishan D. Khurjekar, Joel B. Harley
2022 — conf
Unsupervised Wave Physics-Informed Representation Learning for Guided Wavefield Reconstruction.
DDDAS
Joel B. Harley, Benjamin D. Haeffele, Harsha Vardhan Tetali
2021 J jnl
A SSTDR Methodology, Implementations, and Challenges.
Sensors
Samuel Kingston, Evan Benoit, Ayobami S. Edun, Farhad Elyasichamazkoti, Dawn E. Sweeney, Joel B. Harley, Paul K. Kuhn, Cynthia M. Furse
2021 J jnl
Physiology-Informed Real-Time Mean Arterial Blood Pressure Learning and Prediction for Septic Patients Receiving Norepinephrine.
IEEE Trans. Biomed. Eng.
Yi Tang, Samuel M. Brown, Jeff Sorensen, Joel B. Harley
2021 J jnl
Wave-Informed Matrix Factorization withGlobal Optimality Guarantees.
CoRR
Harsha Vardhan Tetali, Joel B. Harley, Benjamin D. Haeffele
2020 J jnl
Uncertainty Aware Deep Neural Network for Multistatic Localization with Application to Ultrasonic Structural Health Monitoring.
CoRR
Ishan D. Khurjekar, Joel B. Harley
2019 J jnl
Accounting for Physics Uncertainty in Ultrasonic Wave Propagation using Deep Learning.
CoRR
Ishan D. Khurjekar, Joel B. Harley
2019 — conf
Wave Physics Informed Dictionary Learning In One Dimension.
MLSP
Harsha Vardhan Tetali, K. Supreet Alguri, Joel B. Harley
2016 J jnl
Predictive Guided Wave Models Through Sparse Modal Representations.
Proc. IEEE
Joel B. Harley
2015 — conf
Fast imaging in cannula microscope using orthogonal matching pursuit.
SP/SPE
Ahmad B. Zoubi, K. Supreet Alguri, Ganghun Kim, V. John Mathews, Rajesh Menon, Joel B. Harley
2014 — —
Data-Driven, Sparsity-Based Matched Field Processing for Structural Health Monitoring.
Joel B. Harley
2014 Misc conf
Matched field processing localization with random sensor topologies.
ICASSP
Joel B. Harley, José M. F. Moura
2013 Misc conf
Broadband localization in a dispersive medium through sparse wavenumber analysis.
ICASSP
Joel B. Harley, José M. F. Moura
2013 Misc conf
Multiresolution classification with semi-supervised learning for indirect bridge structural health monitoring.
ICASSP
Siheng Chen, Fernando Cerda, Jia Guo, Joel B. Harley, Qing Shi, Piervincenzo Rizzo, Jacobo Bielak, James H. Garrett Jr., Jelena Kovacevic
2013 J jnl
Toward Data-Driven Structural Health Monitoring: Application of Machine Learning and Signal Processing to Damage Detection.
J. Comput. Civ. Eng.
Yujie Ying, James H. Garrett Jr., Irving J. Oppenheim, Lucio Soibelman, Joel B. Harley, Jun Shi, Yuanwei Jin
2012 — conf
Compressed sensing radar surveillance networks.
SAM
Aurora C. Schmidt, Joel B. Harley, José M. F. Moura
2012 — conf
Maximum likelihood defect localization in a pipe using guided acoustic waves.
ACSCC
Nicholas O'Donoughue, Joel B. Harley, Chang Liu, José M. F. Moura, Irving J. Oppenheim
2011 Misc conf
Detection of targets embedded in multipath clutter with Time Reversal.
ICASSP
Nicholas O'Donoughue, Joel B. Harley, José M. F. Moura
2010 Misc conf
Single antenna time reversal detection of moving target.
ICASSP
Yuanwei Jin, José M. F. Moura, Nicholas O'Donoughue, Joel B. Harley