Publications

Journal Publications
Fully Peer Reviewed Conference Publications (Journal Equivalent)
Other Conference Publications
Posters and Abstracts
Invited Seminars
Patents

JOURNAL PUBLICATIONS

Velibeyoglu, I., Noh, H., & Pozzi, M. A graphical approach to assess the detectability of multiple simultaneous faults in air handling units. Submitted to Energy and Buildings.

Xu, S., Chen, X., Joe-Wong, C., Zhang, P., & Noh, H. iLOCuS: Incentivizing Vehicle Mobility to Optimize Sensing Distribution in Crowd Sensing. Submitted to Transactions on Mobile Computing.

Pan, S., Mirshekari, M., Fagert, J., Ruiz, C., Chen, X., Zhang, P., & Noh, H. Area Occupancy Counting through Sparse Ambient Structural Vibration Sensing. Submitted to IEEE Pervasive Computing.

Velibeyoglu, I., Noh, H., & Pozzi, M. (in press). Empirical Investigation of Regression Models for Predicting System Behavior in Air Handling Units. Accepted to Science and Technology for the Built Environment.

Han, J., Pan, S., Sinha, M. K., Noh, H., Zhang, P., & Tague, P. (in press). Smart Home Occupant Identification via Sensor Fusion Across On-Object Devices. Accepted to ACM Transactions on Sensor Network.

Ruiz, C., Pan, S., Bannis, A., Chen, X., Joe-Wong, C., Noh, H., & Zhang, P. (2018). IDrone: Robust Drone Identification through Motion Actuation Feedback. Accepted to Journal Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2(2), 80:1-22. [pdf]

Mirshekari, M., Fagert, J., Pan, S., Schooler, E., Zhang, P., & Noh, H. (2018). Occupant Localization Using Footstep-Induced Structural Vibration. Mechanical Systems and Signal Processing, 112, 77-97. [pdf]

Krishnan, A., Xu, S., Rajagopal, R., & Noh, H. (2018). Robust Building Energy Load Forecasting using Physically-based Kernel Model. Energies, 11(4), 862:1-21. [pdf]

Pan, S., Mirshekari, M., Fagert, J., Ramirez, C., Chung, A., Hu, C., Shen, J., Zhang, P., & Noh, H. (2018). Characterizing Human Activity Induced Impulse and Slip-Pulse Excitations through Structural Vibration. Journal of Sound and Vibration, 414(3), 61-80. [pdf]

Mokaya, F., Noh, H., Lucas, R., & Zhang, P. (2018). MyoVibe: Enabling Inertial Sensor-Based Muscle Activation Detection In High Mobility Exercise Environments. ACM Transactions on Sensor Network, 14(1), 6:1-26[pdf]

Pan, S., Yu, T., Mirshekari, M., Fagert, J., Bonde, A., Mengshoel, O., Noh, H., & Zhang, P. (2017). FootprintID: Indoor Pedestrian Identification through Ambient Structural Vibration Sensing. Journal Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 1(3), 89:1-31. [pdf]

Noh, H., Kiremidjian, A. S., Ceferino, L., & So, E. (2017). Bayesian Updating of Earthquake Vulnerability Functions with Application to Mortality Rates. Earthquake Spectra, 33(3), 1173-1189. [pdf]

Pan, S., Xu, S., Mirshekari, M., Zhang, P., & Noh, H. (2017). Collaboratively Adaptive Vibration Sensing System for High Fidelity Monitoring of Structural Responses Induced by Pedestrians. Frontiers Built Environment, 3(28), 1-15. [pdf]

Xu, S., Zhang, L., Zhang, P., & Noh, H. (2017). An Information Theoretic Approach For Indirect Train Traffic Monitoring Using Building Vibration. Frontiers in Built Environment, 3(22), 1-14. [pdf]

Lederman, G., Chen, S., Garrett, J., Kovačević, J., Noh, H., & Bielak, J. (2017). A Data Fusion Approach for Track Monitoring From Multiple In-Service Trains. Mechanical Systems and Signal Processing, 95, 363-379. [pdf]

Park, S.-K., & Noh, H. (2017). Updating Structural Parameters with Spatially Incomplete Measurements Using Subspace System Identification. ASCE Journal of Engineering Mechanics, 143(7), 04017040-1 - 04017040-19. [pdf]

Lederman, G., Chen, S., Garrett, J., Kovačević, J., Noh, H., & Bielak, J. (2017). Track monitoring from the dynamic response of a passing train: a sparse approach. Mechanical Systems and Signal Processing, 90, 141-153. [pdf]

Lederman, G., Chen, S., Garrett, J., Kovačević, J., Noh, H., & Bielak, J. (2017). Track-monitoring from the dynamic response of an operational train. Mechanical Systems and Signal Processing, 87, 1-16. [pdf]

Eybpoosh, M., Berges, M. E., & Noh, H. (2017). An energy-based sparse representation of ultrasonic guided-waves for online damage detection of pipelines under varying environmental and operational conditions. Mechanical Systems and Signal Processing, 82, 260-278. [pdf]

Fridman, L., Brown, D. E., Angell, W., Abdić, I., Reimer, B., & Noh, H. (2016). Automated Synchronization of Driving Data Using Vibration and Steering Events. Pattern Recognition Letters, 75, 9-15. [pdf]

Eybpoosh, M., Berges, M. E., & Noh, H. (2016). Sparse representation of ultrasonic guided-waves for robust damage diagnosis of pipelines under varying environmental and operational conditions. Journal of Structural Control and Health Monitoring, 23(2), 369-391. [pdf]

Noh, H., Lallemant, D., & Kiremidjian, A. S. (2014). Development of empirical and analytical fragility functions using kernel smoothing methods. Earthquake Engineering & Structural Dynamics. DOI: 10.1002/eqe.2505 [pdf]

Noh, H., Rajagopal, R., & Kiremidjian, A.S. (2013). Sequential Structural Damage Diagnosis Algorithm Using a Change Point Detection Method. Journal of Sound and Vibration, 332(24), 6419-6433. [pdf]

Noh, H., Lignos, D. G., Nair, K. K., & Kiremidjian, A. S. (2012). Development of fragility functions as a damage classification/prediction method for steel moment‐resisting frames using a wavelet‐based damage sensitive feature. Earthquake Engineering & Structural Dynamics, 41(4), 681-696. DOI: 10.1002/eqe.1151. [pdf]

Noh, H., Nair, K.K., Lignos, D.G., & Kiremidjian, A.S. (2011). On the Use of Wavelet-Based Damage Sensitive Features for Structural Damage Diagnosis Using Strong Motion Data. ASCE Journal of Structural Engineering, 137(10), 1215-1228. DOI: 10.1061/(ASCE)ST.1943-541X.0000385. [pdf]

Noh, H., Nair, K.K., Kiremidjian, A.S., & Loh, C-H. (2009). Application of a Time Series-Based Damage Detection Algorithm to the Benchmark Experiment at the National Center for Research on Earthquake Engineering (NCREE) in Taipei, Taiwan. Journal of Smart Structures and Systems, 5(1), 95-117. [pdf]

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FULLY PEER REVIEWED CONFERENCE PUBLICATIONS

Han, J., Chung, A., Kumar, M., Pan, S., Noh, H., Zhang, P., & Tague, P. (2018). Do You Feel What I Hear? Enabling Autonomous IoT Device Pairing using Different Sensor Types. The 38th IEEE Symposium on Security and Privacy (S&P2018). [pdf]

Review Process: 11.5% acceptance rate. Highly selective, archived, premier conference in computer security and electronic privacy domain. Anonymous peer review of complete manuscript prior to acceptance.

Pan, S., Ruiz, C., Bannis, A., Tague, P., Noh, H., & Zhang, P. (2018). UniverSense: IoT Device Pairing Using Heterogeneous Sensing Signals. The 19th ACM International Workshop on Mobile Computing Systems and Applications (HotMobile 2018). [pdf]

Review Process: 29% acceptance rate. Highly selective, archived workshop. Anonymous peer review of complete manuscript prior to acceptance. There was an in-person technical program committee meeting to discuss the acceptance of the paper.

Bonde, A., Pan, S., Jia, Z., Zhang, Y., Noh, H., & Zhang, P. (2018). VVRRM: Vehicular Vibration-based Heart RR-Interval Monitoring System. The 19th ACM International Workshop on Mobile Computing Systems and Applications (HotMobile 2018). [pdf]

Review Process: 29% acceptance rate. Highly selective, archived workshop. Anonymous peer review of complete manuscript prior to acceptance. There was an in-person technical program committee meeting to discuss the acceptance of the paper.

Han, J., Pan, S., Sinha, M. K., Noh, H., Zhang, P., & Tague, P. (2017). SenseTribute: Smart Home Occupant Identification via Fusion Across On-Object Sensing Devices. In Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys2017). People’s Choice Award. [pdf]

Review Process: 31% acceptance rate. Selective and archived conference in computer systems for built environment domain. Anonymous peer review of complete manuscript prior to acceptance. There is an online technical program committee meeting to discuss the acceptance of the paper.

Pan, S., Ramirez, C., Mirshekari, M., Fagert, J., Chung, A., Hu, C., Shen, J., Noh, H., & Zhang, P. (2017). SurfaceVibe: Vibration-Based Tap & Swipe Tracking on Ubiquitous Surfaces. Accepted to The 16th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN '17). [pdf]

Review Process:18% acceptance rate. Highly selective, archived, premier conference in sensor network domain. Anonymous peer review of complete manuscript and in-person technical program committee meeting to discuss the paper prior to acceptance.

Mokaya, F., Lucas, R., Noh, H., & Zhang, P. (2016). Burnout: A Wearable System for Unobtrusive Skeletal Muscle Fatigue Estimation. The 15th International Conference on Information Processing in Sensor Networks (IPSN '16). [pdf]

Review Process: 20% acceptance rate. Highly selective, archived, premier conference in sensor network domain. Anonymous peer review of complete manuscript and in-person technical program committee meeting to discuss the paper prior to acceptance.

Mokaya, F., Lucas, R., Noh, H., & Zhang, P. (2015). MyoVibe: Vibration Based Wearable Muscle Activation Detection In High Mobility Exercises. The 14th International Conference on Ubiquitous Computing (UbiComp 2015). [pdf]

Review Process: 22% acceptance rate. Highly selective, archived, premier conference in sensor network domain. Anonymous peer review of complete manuscript and in-person technical program committee meeting to discuss the paper prior to acceptance.

Pan, S., Wang, N., Qian, Y., Velibeyoglu, I., Noh, H., & Zhang, P. (2015). Indoor Person Identification through Footstep Induced Structural Vibration. The 16th International Workshop on Mobile Computing Systems and Applications. [pdf]

Review Process: 28% acceptance rate. Highly regarded workshop. Anonymous peer review of complete manuscript and in-person technical program committee meeting to discuss the paper prior to acceptance.

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OTHER CONFERENCE PUBLICATIONS

Zhang, Y., Pan, S., Fagert, J., Mirshekari, M., Noh, H., Zhang, P., & Zhang, L. Occupant-Induced Structure Vibration Dataset in an Office Building. Submitted to The First International Workshop on Data: Acquisition To Analysis (DATA '18) in SenSys 2018, Shenzhen, China.

Bonde, A., Mirshekari, M., Fagert, J., Pan, S., Noh, H., & Zhang, P. Seat Vibration for Heart Monitoring in a Moving Automobile. Submitted to The First International Workshop on Data: Acquisition To Analysis (DATA '18) in SenSys 2018, Shenzhen, China.

Mirshekari, M., Fagert, J., Bonde, A., Zhang, P., & Noh, H. (2018). Human Gait Monitoring Using Footstep-Induced Floor Vibrations Across Different Structures.” Accepted to The First Workshop on Combining Physical and Data-Driven Knowledge in Ubiquitous Computing (CPD '18) in Ubicomp 2018, Singapore. [pdf]

Zhang, Y., Fagert, J., Mirshekari, M., Noh, H., Zhang, P., & Zhang, L. (2018). Occupant Activity Level Estimation Using Floor Vibration. Accepted to The First Workshop on Combining Physical and Data-Driven Knowledge in Ubiquitous Computing (CPD '18) in Ubicomp 2018, Singapore. [pdf]

Pan, S., Mirshekari, M., Fagert, J., Zhang, P., & Noh, H. (2018). Collaborative Sensor Grouping for Indoor Human Sensing through Structural Characterization. The 7th World Conference on Structural Control and Monitoring (WCSCM), 2018, Qingdao, China. Invited talk.

Mirshekari, M., Fagert, J., Pan, S., Zhang, P., & Noh, H. (2018). Human Health Tracking through Gait-Induced Floor Vibrations Across Different Structures. 2018 ASCE Engineering Mechanics Institute Conference, Boston, MA. Best Student Paper Award (from Dynamics Committee).

Mirshekari, M., Fagert, J., Pan, S., Zhang, P., & Noh, H. (2017). Occupant Localization in Obstructed Indoor Environments using Floor Vibrations. 2017 ASCE Engineering Mechanics Institute Conference, San Diego, CA.

Fagert, J., Mirshekari, M., Pan, S., Zhang, P., & Noh, H. (2017). Monitoring Hand-Washing Practices using Structural Vibrations. The 11th International Workshop on Structural Health Monitoring, Stanford, CA, USA.

Fagert, J., Mirshekari, M., Pan, S., Zhang, P., & Noh, H. (2017). Characterizing Left-Right Gait Balance Using Footstep-Induced Structural Vibrations. SPIE Smart Structures/NDE conference, Portland, OR. [pdf]

Mirshekari, M., Zhang, P., & Noh, H. (2017). Calibration-Free Footstep Frequency Estimation using Structural Vibration. IMAC XXXV A Conference and Exposition on Structural Dynamics, Garden Grove, CA, USA.

Xu, S., Zhang, P., & Noh, H. (2017). Information Theoretic Approach for Seismic Damage Localization. The 16th World Conference on Earthquake (16WCEE), Santiago, Chile.

Pan, S., Mirshekari, M., Zhang, P., & Noh, H. (2016). Occupant Traffic Estimation through Structural Vibration Sensing. SPIE Smart Structures/NDE conference, Las Vegas, NV. [pdf]

Mirshekari, M., Pan, S., Zhang, P., & Noh, H. (2016). Characterizing Wave Propagation to Improve Indoor Step-Level Person Localization using Floor Vibration. SPIE Smart Structures/NDE conference, Las Vegas, NV. [pdf]

Lederman, G., Bielak, J., & Noh, H. (2016). Rail monitoring from the dynamic response of a passenger train. Submitted to ASCE SEI Methods of Monitoring Structural Performance committee case study.

Lam, M., Mirshekari, M., Pan, S., Zhang, P., & Noh, H. (2016). Robust Occupant Detection Through Step-Induced Floor Vibration By Incorporating Structural Characteristics. IMAC XXXIV A Conference and Exposition on Structural Dynamics, Orlando, FL, USA. [pdf]

Lederman, G., Bielak, J., & Noh, H. (2015). Rail-infrastructure Monitoring through the Dynamic Response of a Passing Train. The 10th International Workshop on Structural Health Monitoring, Stanford, CA, USA.

Lederman, G., Kramer, D., Bielak, J., & Noh, H. (2015). A vehicle-based infrastructure diagnostic tool. Intelligent Transportation Systems Annual Meeting and Exposition, Pittsburgh, PA, USA.

Eybpoosh, M., Berges, M. E., & Noh, H. (2015). Effects of damage location and size on sparse representation of guided-waves for damage diagnosis of pipelines under varying temperature. SPIE Smart Structures/NDE conference, San Diego, CA. [pdf]

Thorsen, A., Lederman, G., Oshima, Y., Bielak, J., & Noh, H. (2015). Mitigating the effects of variable speed on drive-by infrastructure inspection. SPIE Smart Structures/NDE conference, San Diego, CA.

Eybpoosh, M., Berges, M. E., & Noh, H. (2015). Nonlinear feature extraction methods for removing temperature effects in multi-mode guided-waves in pipes. SPIE Smart Structures/NDE conference, San Diego, CA. [pdf]

Eybpoosh, M., Berges, M. E., & Noh, H. (2015). Temperature variation effects on sparse representation of guided-waves for damage diagnosis in pipelines. SPIE Smart Structures/NDE conference, San Diego, CA. [pdf]

Park, S. & Noh, H. (2014). Structural Parameter Estimation Using Partial Measurements in Subspace System Identification. The 6th World Conference on Structural Control and Monitoring, Barcelona, Spain. [pdf]

Eybpoosh, M., Berges, M., & Noh, H. (2014). Investigation on the effects of environmental and operational conditions (EOC) on diffuse-field ultrasonic guided-waves in pipes. International Conference on Computing in Civil and Building Engineering, Orlando, FL. [pdf]

Pan, S., Bonde, A., Zhang, L., Zhang, P., & Noh, H. (2014). BOES: Building Occupancy Estimation System Using Sparse Ambient Vibration Monitoring. SPIE’s 21stAnnual International Symposium on Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring, San Diego, CA. [pdf]

Eybpoosh, M., Berges, M., & Noh, H. (2014). Toward characterizing the effects of environmental and operational conditions on diffuse-field ultrasonic guided-waves in pipes. SPIE’s 21stAnnual International Symposium on Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring, San Diego, CA. [pdf]

Lederman, G., Wang, Z., Chen, S., Cerda, F., Rizzo, P., Kovacevic, J., Noh, H., Bielak, J., & Garrett, J. (2014). Damage quantification and localization algorithms for indirect SHM of bridges. The 7th International Conference on Bridge Maintenance, Safety and Management (IABMAS 2014), Shanghai, China.

Zheng, Y., Zhang, L., Zhang, P. & Noh, H. (2013). Understanding Environmental Effect on Building Vibration for Structural Health Monitoring Using Event Detection and Causal Analysis. The 9th International Workshop on Structural Health Monitoring, Stanford, CA, USA. [pdf]

Noh, H., Kiremidjian, A.S., & Lallemant, D. (2013). Development of Empirical and Analytical Fragility Functions Using Gaussian Kernel Smoothing Methods. The 11th Conf. on Structural Safety and Reliability, New York, NY. [pdf]

Noh, H., Kiremidjian, A.S., Jaiswal, D., & So, E. (2013). Bayesian Analysis of Earthquake Fatality Rates. The 11th Conf. on Structural Safety and Reliability, New York, NY. [pdf]

Noh, H. & Rajagopal, R. (2013). Data-Driven Forecasting Algorithms for Building Energy Consumption. SPIE’s 20th Annual International Symposium on Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring, San Diego, CA. [pdf]

Porter, K.A., Farokhnia, K., Cho, I.H., Rossetto, T., Ioannou, I., Grant, D., Jaiswal, K., Wald, D., D’Ayala, D., Meslem, A., So., E., Kiremidjian, A.S., & Noh, H. (2012). Global Vulnerability Estimation Methods for the Global Earthquake Model. The 15th World Conference on Earthquake Engineering, Lisbon, Portugal. [pdf]

Noh, H. & Kiremidjian, A.S. (2012). Development of Fragility Functions for Seismic Damage Assessment Using Kernel Smoothing Methods. The 15th World Conference on Earthquake Engineering, Lisbon, Portugal. [pdf]

Noh, H., Rajagopal, R., & Kiremidjian, A.S. (2012). Damage Diagnosis Algorithm Using a Sequential Change Point Detection Method with an Unknown Distribution for Damage. SPIE’s 19th Annual International Symposium on Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring, San Diego, CA. [pdf]

Noh, H., Rajagopal, R., & Kiremidjian, A.S. (2011). Damage Diagnosis Algorithm for Civil Structures Using a Sequential Change Point Detection Method and Time-Series Analysis. The 8th International Workshop on Structural Health Monitoring, Stanford, CA, USA. [pdf]

Noh, H. & Kiremidjian, A.S. (2011). Using Information Criteria to Select Optimum Number of Clusters and Its Applications to Structural Health Monitoring. The 11th Conf. on Applications of Statistics and Probability in Civil Engineering, Zurich, Switzerland. [pdf]

Noh, H., Ozonat, K., Singhal, S., & Yang, Y. (2011). A Multi-Choice Offer Strategy for Bilateral Multi-Issue Negotiations Using Modified DWM Learning. The 13th International Conference on Electronic Commerce, Liverpool, UK.

Noh, H., Cheung, A., & Kiremidjian, A.S. (2011). Application of Data Compression Method Using K-SVD to Experimental Ambient Vibration Data. SPIE’s 18th Annual International Symposium on Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring, San Diego, CA. [pdf]

Noh, H., Lignos, D.G., Nair, K.K., & Kiremidjian, A.S. (2010). Development of Fragility Functions for Steel Moment Frames Using Wavelet Based Damage Sensitive Features from Structural Health Monitoring. The 9th US National and 10th Canadian Conf. on Earthquake Engineering, Toronto, Canada.

Noh, H. & Kiremidjian, A.S. (2009). On the Use of Wavelet Coefficient Energies for Structural Damage Diagnosis. The 10th Conf. on Structural Safety and Reliability, Osaka, Japan. [pdf]

Noh, H., Lignos, D.G., Nair, K.K., & Kiremidjian, A.S. (2009). Application of Wavelet Based Damage Sensitive Features for Structural Damage Diagnosis. The 7th International Workshop on Structural Health Monitoring, Stanford, CA, USA. [pdf]

Noh, H., Nair, K.K., Kiremidjian, A.S., & Loh, C-H. (2007). Application of a Time Series-Based Damage Detection Algorithm to the Taiwanese Benchmark Experiment. The 10th International Conference on Applications of Statistics and Probability in Civil Engineering, Tokyo, Japan. ISBN 978-0-415-45211-3 [pdf]

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POSTERS AND ABSTRACTS

Bonde, A., Pan, S., Noh, H., & Zhang, P. (2017). Demo Abstract: Heart and Sole: Shoe-based heart rate monitoring. Proceedings of the 15th International Conference on Information Processing in Sensor Networks (IPSN '17). Pittsburgh, PA.

Bannis, A., Noh, H., & Zhang, P. (2017). Poster Abstract: Interdependent component framework for simulating indoor internet-of-things systems (intercom). Proceedings of the 15th International Conference on Information Processing in Sensor Networks (IPSN '17). Pittsburgh, PA.

Xu, X., Chen, X., Liu, X., Noh, H., Zhang, P., & Zhang, L. Poster Abstract: Gotcha II - Deployment of a Vehicle-based Environmental Sensing System. Proceedings of the 14th ACM Conference on Embedded Networked Sensor Systems (SenSys 2016). Stanford, CA.

Chen, X., Xu, X., Liu, X., Noh, H., Zhang, L., & Zhang, P. Poster Abstract: HAP - Fine-Grained Dynamic Air Pollution Map Reconstruction by Hybrid Adaptive Particle Filter. Proceedings of the 14th ACM Conference on Embedded Networked Sensor Systems (SenSys 2016). Stanford, CA. Best Poster Runner-Up.

Xu, S., Zhang, P., Zhang, L., & Noh, H. (2016). Poster Abstract: An Information Theoretic Approach for Indirect Train Traffic Monitoring Using Building Vibration. Proceedings of the 14th ACM Conference on Embedded Networked Sensor Systems (SenSys 2016). Stanford, CA.

Mirshekari, M., Zhang, P., & Noh, H. (2016). Poster Abstract: Non-intrusive Occupant Localization Using Floor Vibrations in Dispersive Structure. Proceedings of the 14th ACM Conference on Embedded Networked Sensor Systems (SenSys 2016). Stanford, CA. [pdf]

Pan, S., Lyons, K., Mirshekari, M., Noh, H., & Zhang, P. (2016). Poster Abstract: Multiple Pedestrians Tracking through Ambient Structural Vibration Sensing. Proceedings of the 14th ACM Conference on Embedded Networked Sensor Systems (SenSys 2016). Stanford, CA. Best Poster Award. [pdf]

Mirshekari, M., Zhang, P., & Noh, H. (2016). Abstract: Structure-Invariant Occupant Detection Using Footstep-Induced Structural Vibration. Proceedings of the 2016 ASCE Engineering Mechanics Institute Conference. Nashville, TN.

Park, S.-K., & Noh, H. (2015). Abstract: Updating Structural Models Using Subspace System Identification Based on Bayesian Probabilistic Framework. Proceedings of the 2015 Engineering Mechanics Institute Conference. Stanford, CA.

Mirshekari, M., Pan, S., Bannis, A., Lam, M., Zhang, P., & Noh, H. Y. (2015). Poster Abstract: Step-level person localization through sparse sensing of structural vibration. Proceedings of the 14th International Conference on Information Processing in Sensor Networks (IPSN '15). Seattle, WA. Best Poster Award.[pdf]

Lederman, G., Bielak, J., & Noh, H. Y. (2015). Poster Abstract: STIM: Smart Train Infrastructure Monitoring. Proceedings of the 14th International Conference on Information Processing in Sensor Networks (IPSN '15). Seattle, WA.

Pan, S., Mirshekari, M., Noh, H. Y., & Zhang, P. (2015). Poster Abstract: Structural Sensing System with Networked Dynamic Sensing Configuration. Proceedings of the 14th International Conference on Information Processing in Sensor Networks (IPSN '15). Seattle, WA.

Ong, L., Bergés, M., & Noh, H. (2013). Poster Abstract: Exploring Sequential and Association Rule Mining for Pattern-based Energy Demand Characterization. Proceedings of the 5th ACM Workshop on Embedded Systems For Energy-Efficient Buildings (BuildSys’13) (pp. 1-2). Rome, Italy.

Noh, H., Lignos, D.G., Nair, K.K., and Kiremidjian, A.S. (2010). Poster: Development of Fragility Functions Using A Wavelet-Based Damage Sensitive Feature. Quake Summit 2010 (the joint PEER and NEES annual meeting) Poster Reception, San Francisco, CA, USA.

Noh, H. and Kiremidjian, A.S. (2009). Poster: On the Use of Wavelet Coefficient Energies for Structural Damage Diagnosis after Earthquakes. The 2009 NSF CMMI Engineering Research and Innovation Conference Poster Session, Honolulu, Hawaii, USA.

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INVITED SEMINARS

“Structures as Sensors: Using Structures to Indirectly Monitor Humans and Surrounding,” presented at ETH, Zurich, Switzerland, Jun. 8, 2018.

“Structures as Sensors: Using Structures to Indirectly Monitor Humans and Surrounding,” presented at EPFL, Lausanne, Switzerland, May 18, 2018.

“Structures as Sensors: Using Structures to Indirectly Monitor Humans and Surrounding,” presented at Army Research Laboratory, Aberdeen, MD, Apr. 25, 2018.

“Structures as Sensors: Using Structures to Indirectly Monitor Humans and Surrounding,” presented at Stanford University, Stanford, CA, Apr. 10, 2018.

“Structures as Sensors: Using Structures to Indirectly Monitor Humans and Surrounding,” presented at University of Houston, Houston, TX, Mar. 23, 2018.

“Structures as Sensors: Indirect Monitoring of Humans and Surrounding,” presented at University of Duisburg-Essen, Essen, Germany, Nov. 10, 2017.

“Structures as Sensors: Indirect Monitoring of Humans and Surrounding,” presented at Princeton University, Princeton, NJ, Sep. 28, 2017.

“Physics-Guided Learning in CPS,” presented at The 2016 Internal Workshop of Cyber Physical Systems, DGIST, Daegu, South Korea, Jul. 25, 2017.

“Physics-Based Machine Learning on Real-World Data,” presented at Tianfeng Securities Co Ltd., Shanghai, China, Jul. 18, 2017.

“Structures as Sensors: Indirect Monitoring of Humans and Surrounding,” presented at Chulalongkorn University, Bangkok, Thailand, Jul. 4, 2017.

“Structures as Sensors: Indirect Monitoring of Humans and Surrounding,” presented at University of California San Diego, San Diego, CA, Jun. 7, 2017.

“Structures as Sensors: Indirect Monitoring of Humans and Surrounding,” presented at Seoul National University, Seoul, South Korea, May 12, 2017.

“Structures as Sensors: Indirect Monitoring of Humans and Surrounding,” presented at Georgia Institute of Technology (GeorgiaTech), Atlanta, GA, Apr. 22, 2017.

“Structures as Sensors: Indirect Monitoring of Humans and Surrounding,” presented at Stanford University, Stanford, CA, Mar. 14, 2017.

“Structures as Sensors: Indirect Monitoring of Humans and Surrounding,” presented at California Institute of Technology (Caltech), Pasadena, CA, Feb. 2, 2017.

“Buildings as Sensors: Indirect Monitoring of Humans Through Structural Vibration,” presented at Smart Cities Summit, Boston, MA, Dec. 7, 2016.

“Structures as Sensors: Indirect Monitoring of Humans and Surrounding,” presented at the US Geological Survey (USGS), Golden, CO, Oct. 28, 2016.

“Structures as Sensors: Indirect Monitoring of Humans and Surrounding,” presented at the Department of Civil and Environmental Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Korea, Aug. 17, 2016.

"Structures as Sensors: Contest-Aware Buildings for Future Smart Cities," presented at The 2016 Internal Workshop of Cyber Physical Systems, DGIST, Daegu, South Korea, Aug. 16, 2015.

“Structures as Sensors: Indirect Monitoring of Humans and Surrounding,” presented at LG, Pyungtaek, South Korea, Jul. 28, 2016.

“Structures as Sensors: Indirect Monitoring of Humans and Surrounding,” presented at the Department of Computer Science, National University of Singapore, Singapore, Jul. 1, 2016.

“Structures as Sensors: Indirect Monitoring of Humans and Surrounding,” presented at EPFL Singapore, Singapore, Jun. 30, 2016.

“Structures as Sensors: Indirect Monitoring of Humans and Surrounding,” presented at The International Conference on Mobile Systems, Applications, and Services (MobiSys), Women’s Workshop, Singapore, Jun. 26, 2016.

“Structures as Sensors: Human Tracking and Characterization,” presented at The IFIP Working Group 7.5 on Reliability and Optimization of Structural Systems Conference, Pittsburgh, PA, May 19, 2016.

“Structures as Sensors: Indirect Monitoring of Humans and Surrounding,” presented at Lehigh University, Bethlehem, PA, Apr. 18, 2016.

“From Drones to People: Knowledge Discovery through Ambient Inferencing,” presented at Intel, Phoenix, AZ, Feb. 17, 2016.

“Structures as Sensors: Indirect Monitoring of Humans and Surrounding,” presented at University of Michigan, Ann Arbor, MI, Nov. 12, 2015.

“Structure as a Sensor: Indirect Structure Monitoring,” presented at Bosch LLC, Pittsburgh, PA, Jul. 27, 2015.

"Structure as a Sensor: Indirect Structure Monitoring," presented at Korea Institute of Civil Engineering and Building Technology, Ilsan, South Korea, Jun. 9, 2015.

"Buildings as Sensors: Human-Aware Structures through Ambient Sensing," presented at The 2015 Internal Workshop of Cyber Physical Systems, DGIST, Daegu, South Korea, Jun. 3, 2015.

"Vehicle as Sensors: Indirect Infrastructure Monitoring," presented at Global Research Lab Meeting 2015, DGIST, Daegu, South Korea, Jun. 2, 2015.

"Structure as a Sensor: Indirect Infrastructure Monitoring," presented at Virginia Tech, ME, Blacksburg, VA, Mar. 25, 2015.

“Structure as a Sensor: Indirect Infrastructure Monitoring,” presented at the Department of Computer Science, Korea Advanced Institute of Science and Technology, Daejeon, Korea, Dec. 19, 2014.

“Smart Structures Using Statistical Learning and Big Data,” presented at the Department of Civil and Environmental Engineering, Tsinghua University, Beijing, China, Dec. 18, 2013.

“Statistical Learning for Smart Monitoring Systems,” presented at the Department of Civil and Environmental Engineering, University of Pittsburgh, Pittsburgh, PA, Sep. 6, 2013.

“Statistical Learning for Smart Structures and Systems,” presented at the Department of Civil and Environmental Engineering, Seoul National University, Seoul, Korea, Jun. 5, 2013.

“Big Data Analytics for Smart Structures and Systems,” presented at the Department of Civil and Environmental Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Korea, Jun. 4, 2013.

“Smart Structures Using Statistical Learning and Big Data,” presented at Korean Institute of Geoscience and Mineral Resources, Jun. 3, 2013.

“Smart Monitoring for Sustainable Systems,” presented at Korea Rural Community Corporation, Daejeon, Korea, May 31, 2013.

“Sequential Damage Diagnosis Algorithm for Civil Structures Using a Change Point Detection Method,” presented at the International Workshop on Naval Structural Life Assessment Methodologies, Melbourne, Australia, Aug. 15, 2012.

“Application of Wavelet-Based Damage Sensitive Features for Structural Damage Diagnosis,” presented at the Korea Advanced Institute of Science and Technology, Daejeon, Korea, Dec. 2009.

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PATENTS

Noh, H., Zhang, P., Pan, S., Ramirez, C. G., Hu, “Surface Vibration Sensing for Arbitrary Gesture Inputs,” Patent Cooperation Treaty Provisional Invention Disclosure Submitted, September 6, 2016.

Noh, H., Zhang, P., Mirshekari, M., and Pan, S., “Structural Vibration Sensing for Occupant Localization in Smart Building Applications,” Patent Cooperation Treaty Provisional Invention Disclosure Submitted, Mar. 1, 2016.

Kovacevic, J., Lederman, G., Bielak, J., Noh, H., Garrett, J. H., Cerda, F., Chen, S., Rizzo, P., "A System to Enable Rail Infrastructure Monitoring Through the Dynamic Response of an Operational Train," Invention Disclosure Submitted, May 7, 2015

Zhang, P., Noh, H., Pan, S., Wang, N., Bonde, A., “Structural Vibration Sensing for Person Identification in Smart Building Applications,” Patent Cooperation Treaty Provisional Invention Disclosure Submitted, January 2015.

Noh, H., Ozonat, K., and Singhal, S., “Automated Negotiation,” U.S. Patent #2,012,138,358, October 12, 2012.

Noh, H., Ozonat, K., and Singhal, S., “Automated Negotiation,” U.S. Patent #2,012,138,334, October 12, 2012.

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