{"id":31,"date":"2025-09-10T13:54:04","date_gmt":"2025-09-10T13:54:04","guid":{"rendered":"https:\/\/faculty.eng.fau.edu\/jang\/?page_id=31"},"modified":"2025-09-10T17:20:59","modified_gmt":"2025-09-10T17:20:59","slug":"publications","status":"publish","type":"page","link":"https:\/\/faculty.eng.fau.edu\/jang\/publications\/","title":{"rendered":"PUBLICATIONS"},"content":{"rendered":"<p><strong>JOURNAL PUBLICATIONS<\/strong><\/p>\n<ul>\n<li>Tappen, R., Newman, D., Rosselli, M., Jang, J., Furht, B., Yang, K., Ghoreishi, S. G., Zhai, J., Conniff, J., Tanveer, M., Moshfeghi, S. and Panday, S., and Jackson, K., (Reviewed) &#8220;Study Protocol for In-Vehicle Sensors to Detect Changes in Cognition of Older Drivers.&#8221; BMC Geriatrics.<\/li>\n<li>Hashemi, A., Jang, J., and Beheshti, J. (2023). &#8220;A machine learning-based surrogate finite element model for estimating dynamic response of mechanical systems.&#8221; IEEE Access. 11:54509-54525. <a href=\"https:\/\/ieeexplore.ieee.org\/document\/10143077\">doi:10.1109\/ACCESS.2023.3282453<\/a><\/li>\n<li>Alrassy, P., Smyth, A. W., and Jang, J.&gt; (2023). &#8220;Driver behavior indices from large-scale fleet telematics data as surrogate safety measures.&#8221; Accident Analysis &amp; Prevention. 179: 106879. <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0001457522003141?via%3Dihub\">doi:10.1016\/j.aap.2022.106879<\/a><\/li>\n<li>Hashemi A., Jang. J., and Hosseini-Hashemi S. (2022). \u201cSmart Active Vibration Control System of a Rotary Structure Using Piezoelectric Materials.\u201d Sensors. 22(15): 5691. <a href=\"https:\/\/www.mdpi.com\/1424-8220\/22\/15\/5691\">doi:10.3390\/s22155691<\/a><\/li>\n<li>Alrassy, P., Jang, J., and Smyth, A. W. (2021). &#8220;OBD-data-assisted cost-based map-matching algorithm for low-sampled telematics data in urban environments.&#8221;&#8221; IEEE Transactions on Intelligent Transportation Systems&gt;. 23(8): 12094 &#8211; 12107. <a href=\"https:\/\/ieeexplore.ieee.org\/document\/9541304\">doi:10.1109\/TITS.2021.3109851<\/a><\/li>\n<li>Bartilson D. T., Jang, J., and Smyth, A. W. (2020). &#8220;Symmetry properties of natural frequency and mode shape sensitivities in symmetric structures.&#8221; Mechanical Systems and Signal Processing. 143:106797. <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0888327020301837?via%3Dihub\">doi: 10.1016\/j.ymssp.2020.106797<\/a><\/li>\n<li>Bartilson D. T., Jang, J., and Smyth, A. W. (2020). &#8220;Sensitivity-based SVD parametrization and optimal regularization in finite element model updating.&#8221; Structural Control and Health Monitoring. e2539. <a href=\"https:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/stc.2539\">doi:10.1002\/stc.2539<\/a><\/li>\n<li>Jang, J., and Smyth, A. W. (2020). &#8220;Data driven models for temperature distribution effects on natural frequencies and thermal prestress modeling.&#8221; Structural Control and Health Monitoring. e2489.doi: <a href=\"https:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/stc.2489\">10.1002\/stc.2489<\/a><\/li>\n<li>Bartilson D. T., Jang, J., and Smyth, A. W. (2019). &#8220;Finite element model updating using objective-consistent sensitivity-based parameter clustering and Bayesian regularization.&#8221; Mechanical Systems and Signal Processing. 114(1): 328-345. <a href=\"https:\/\/faculty.eng.fau.edu\/jangj\/publications.html\">doi: 10.1016\/j.ymssp.2018.05.024<\/a><\/li>\n<li>Jang, J., and Smyth, A. W. (2017). &#8220;Bayesian model updating of a full-scale finite element model with sensitivity-based clustering.&#8221; Structural Control and Health Monitoring. 24(11): e2004. <a href=\"https:\/\/onlinelibrary.wiley.com\/doi\/full\/10.1002\/stc.2004\">doi: 10.1002\/stc.2004<\/a><\/li>\n<li>Jang, J., and Smyth, A. W. (2017). &#8220;Model updating of a full-scale FE model with nonlinear constraint equations and sensitivity-based cluster analysis for updating parameters.&#8221; Mechanical Systems and Signal Processing. <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0888327016302023\">83(15): 337-355. doi:10.1016\/j.ymssp.2016.06.018<\/a><\/li>\n<li>Jang, J., Yang, Y., Smyth, A. W., Cavalcanti, D., and Kumar, R. (2016). &#8220;Framework of data Acquisition and integration for the detection of pavement distress via multiple vehicles.&#8221; Journal of Computing in Civil Engineering. 31(2). <a href=\"https:\/\/ascelibrary.org\/doi\/full\/10.1061\/%28ASCE%29CP.1943-5487.0000618\">doi: 10.1061\/(ASCE)CP.1943-5487.0000618<\/a><\/li>\n<li>Jang, J., Smyth, A. W., Yang, Y., and Cavalcanti, D. A. T. (2015). &#8220;Road surface condition monitoring via multiple sensor-equipped vehicles.&#8221; IEEE INFOCOM. 43-44. Hong Kong. <a href=\"https:\/\/ieeexplore.ieee.org\/document\/7179334\">doi: 10.1109\/INFCOMW.2015.7179334<\/a><\/li>\n<\/ul>\n<p><strong>PEER-REVIEWED CONFERENCE PROCEEDINGS<\/strong><\/p>\n<ul>\n<li>Furht, B., Tappen, R., Khoshgoftaar, T., Kalva, H., Marques, O., Zhu, X., Jang, J., and Pinto, M. (Accepted). &#8220;Report on NSF-funded Graduate Traineeship in Data Science Technologies and Applications.&#8221; International Conference of Education, Research and Innovation (ICERI2023)<\/li>\n<li>Tanveer, M., Moshfeghi, S., Conniff, J., Jang, J., Yang, K., Zhai, J., Newman, D., Tappen, R., and Furht, B. (2023). &#8220;Methods and Tools for Monitoring Driver\u2019s Behavior.&#8221; CPS. arXiv preprint arXiv:2301.12269, USA.<\/li>\n<li>Hashemi, A., and Jang, J. (2023). &#8220;Smart Active Vibration Control System of aWind Turbine Blade Using Piezoelectric Material.&#8221; Topics in Dynamics of Civil Structures, Volume 2 Conference Proceedings of the Society for Experimental Mechanics Series. Springer, Cham.<\/li>\n<li>Tanveer, M., Hashemi, A., Jang, J., Yang, Y., Zhai, J., Newman, D., Tappen, R., and Furht, B. (2023). &#8220;Non-intrusive Drowsiness Detection Techniques and Their Application in Detecting Early Dementia in Older Drivers.&#8221; Proceedings of the Future Technologies Conference. 776-796. Springer, Cham.<\/li>\n<li>Hashemi, A., Jang, J., and Hosseini-Hashemi, S. (2022). &#8220;Semi-Analytical Analysis for Dynamic Behaviors of Wind Turbine Blades Using Transfer Function Methods.&#8221; In Topics in Modal Analysis &amp; Testing, Volume 8 (pp. 33-43). Conference Proceedings of the Society for Experimental Mechanics Series. Springer, Cham.<\/li>\n<li>Alrassy, P., Jang, J., and Smyth, A. W. (2019). &#8220;A novel vehicle fleet map matching algorithm for safety ranking and road classifcation in metropolitan areas using low-sampled GPS trajectories.&#8221;&#8221; Transportation Research Board. Washington, D.C.<\/li>\n<\/ul>\n<p><strong>CONFERENCE\/WORKSHOP PRESENTATION<\/strong><\/p>\n<ul>\n<li>Tappen, R., Jang, J., Moshfeghi, S., Yang, K., Rosselli, M., Coniff, J., Furht, B., and Newman, D. (Accepted) &#8220;In-Vehicle Sensors to Detect Changes in Driving Behaviors with Emergence of MCI.&#8221; GSA Annual Scientific Meeting. Tempa, FL<\/li>\n<li>Moshfeghi, S., Tanveer, M., Jang, J., Furht, S., Yang, K., Tappen, R., and Newman, D. (2022) &#8220;In-vehicle Sensing and Artificial Intelligence for Cognitive Impairment.&#8221; 7th Annual UTC Conference for the Southeastern Region, Boca Raton, FL.<\/li>\n<li>Tanveer, M., Hashemi, A., Jang, J., Yang, Y., Zhai, J., Newman, D., Tappen, R., and Furht, B. (2022). &#8220;Non-intrusive Drowsiness Detection Techniques and Their Application in Detecting Early Dementia in Older Drivers.&#8221; Future Technologies Conference. Vancouver, Canada.<\/li>\n<li>Hashemi, A., and Jang, J. (2022). &#8220;Smart Active Vibration Control System of aWind Turbine Blade Using Piezoelectric Material.&#8221; IMAC XL (40th) &#8211; A Conference and Exposition on Structural Dynamics, Orlando, FL.<\/li>\n<li>Hashemi, A., Jang, J. and Hosseini-Hashemi, S., (2021). &#8220;Semi-Analytical Analysis for Dynamic Behaviors of Wind Turbine Blades Using Transfer Function Methods.&#8221; IMAC XXXIX (39th) &#8211; A Conference and Exposition on Structural Dynamics, Orlando, FL.<\/li>\n<li>Jang, J., Bartilson, D., and Smyth, A. W. (2019). &#8220;Surrogate modeling with physics-guided neural networks.&#8221; Engineering Mechanics Institute Conference. Pasadena, CA.<\/li>\n<li>Alrassy, P., Jang, J., and Smyth, A. W. (2019). &#8220;A novel vehicle fleet map matching algorithm for safety ranking and road classifcation in metropolitan areas using low-sampled GPS trajectories.&#8221; Transportation Research Board. Washington, D.C.<\/li>\n<li>Jang, J.. (2018). &#8220;Connected vehicle application for road surface monitoring.&#8221; US-Korea Conference. Queens, NY.<\/li>\n<li>Bartilson D. T., Jang, J., and Smyth, A. W. (2018). &#8220;Finite element model updating using objective-consistent sensitivity-based parameter clustering and Bayesian regularization.&#8221; Engineering Mechanics Institute Conference. Cambridge, MA.<\/li>\n<li>Alrassy, P., Jang, J., and Smyth, A. W. (2018). &#8220;A novel non-causal vehicle data assisted cost-based map-matching algorithm for sparse sampled GPS trajectories in urban environments.&#8221; Engineering Mechanics Institute Conference. Cambridge, MA.<\/li>\n<li>Alrassy, P., Jang, J., and Smyth, A. W. (2018). &#8220;New York City Vision Zero &#8211; driver behavior index system.&#8221; Data Science Day at Columbia University. New York, NY.<\/li>\n<li>Jang, J. (2018). &#8220;Connected vehicle application for road surface monitoring.&#8221; {\\em US-Korea Conference}. Queens, NY.<\/li>\n<li>Jang, J. (2017). &#8220;Pavement distress data collection using sensor-mounted connected vehicles.&#8221; UTC Conference for the Southeastern Region. Gainesville, FL.<\/li>\n<li>Jang, J., and Smyth, A. W. (2017). &#8220;Using fleet data to estimate driver behavior metrics for safety on city road networks.&#8221; Harvard Smart City Innovation Accelerator. New York, NY.<\/li>\n<li>Jang, J., and Smyth, A. W. (2017). &#8220;Reduced-order sensitivity-based parameterization for model updating and damage localization.&#8221; Engineering Mechanics Institute Conference. San Diego, CA.<\/li>\n<li>Jang, J., and Smyth, A. W. (2016). &#8220;Temperature effects on modal properties of an updated full scale FE model.&#8221; Engineering Mechanics Institute Conference. Nashville, TN.<\/li>\n<li>Jang, J., and Smyth, A. W. (2016). &#8220;Application of the trajectory cluster analysis for road surface monitoring.&#8221; Engineering Mechanics Institute Conference. Nashville, TN.<\/li>\n<li>Jang, J., and Smyth, A. W. (2015). &#8220;Bayesian model updating of a full-scale finite element model.&#8221; US-Korea Conference. Atlanta, GA.<\/li>\n<li>Jang, J., and Smyth, A. W. (2015). &#8220;Bayesian model updating via hybrid Monte Carlo simulation with an application to a full-scale finite element model.&#8221; Engineering Mechanics Institute Conference. Palo Alto, CA.<\/li>\n<li>Jang, J., and Smyth, A. W. (2014). &#8220;Sensitivity-based model updating with nonlinear constraint equations and cluster analysis.&#8221; Engineering Mechanics Institute Conference. Hamilton, ON, Canada.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>JOURNAL PUBLICATIONS Tappen, R., Newman, D., Rosselli, M., Jang, J., Furht, B., Yang, K., Ghoreishi, S. G., Zhai, J., Conniff, [&hellip;]<\/p>\n","protected":false},"author":101,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-31","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/faculty.eng.fau.edu\/jang\/wp-json\/wp\/v2\/pages\/31","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/faculty.eng.fau.edu\/jang\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/faculty.eng.fau.edu\/jang\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/faculty.eng.fau.edu\/jang\/wp-json\/wp\/v2\/users\/101"}],"replies":[{"embeddable":true,"href":"https:\/\/faculty.eng.fau.edu\/jang\/wp-json\/wp\/v2\/comments?post=31"}],"version-history":[{"count":4,"href":"https:\/\/faculty.eng.fau.edu\/jang\/wp-json\/wp\/v2\/pages\/31\/revisions"}],"predecessor-version":[{"id":133,"href":"https:\/\/faculty.eng.fau.edu\/jang\/wp-json\/wp\/v2\/pages\/31\/revisions\/133"}],"wp:attachment":[{"href":"https:\/\/faculty.eng.fau.edu\/jang\/wp-json\/wp\/v2\/media?parent=31"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}