Search Results - "Mohanty, Somya D"

A data-driven approach to predicting diabetes and cardiovascular disease with machine learning by Dinh, An, Miertschin, Stacey, Young, Amber, Mohanty, Somya D

“…Diabetes and cardiovascular disease are two of the main causes of death in the United States. Identifying and predicting these diseases in patients is the…”
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A deep semantic matching approach for identifying relevant messages for social media analysis by Biggers, Frederick Brown, Mohanty, Somya D., Manda, Prashanti

“…There is a growing interest in using social media content for Natural Language Processing applications. However, it is not easy to computationally identify the…”
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A Gated Recurrent Unit based architecture for recognizing ontology concepts from biological literature by Devkota, Pratik, Mohanty, Somya D, Manda, Prashanti

“…Abstract Background Annotating scientific literature with ontology concepts is a critical task in biology and several other domains for knowledge discovery…”
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Labeling Poststorm Coastal Imagery for Machine Learning: Measurement of Interrater Agreement by Goldstein, Evan B., Buscombe, Daniel, Lazarus, Eli D., Mohanty, Somya D., Rafique, Shah Nafis, Anarde, Katherine A., Ashton, Andrew D., Beuzen, Tomas, Castagno, Katherine A., Cohn, Nicholas, Conlin, Matthew P., Ellenson, Ashley, Gillen, Megan, Hovenga, Paige A., Over, Jin‐Si R., Palermo, Rose V., Ratliff, Katherine M., Reeves, Ian R. B., Sanborn, Lily H., Straub, Jessamin A., Taylor, Luke A., Wallace, Elizabeth J., Warrick, Jonathan, Wernette, Phillipe, Williams, Hannah E.

“…Abstract Classifying images using supervised machine learning (ML) relies on labeled training data—classes or text descriptions, for example, associated with…”
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A sentiment analysis of U.S. local government tweets: The connection between tone and citizen involvement by Zavattaro, Staci M., French, P. Edward, Mohanty, Somya D.

“…As social media tools become more popular at all levels of government, more research is needed to determine how the platforms can be used to create meaningful…”
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Machine learning for predicting readmission risk among the frail: Explainable AI for healthcare by Mohanty, Somya D., Lekan, Deborah, McCoy, Thomas P., Jenkins, Marjorie, Manda, Prashanti

“…Healthcare costs due to unplanned readmissions are high and negatively affect health and wellness of patients. Hospital readmission is an undesirable outcome…”
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A multi-modal approach towards mining social media data during natural disasters - A case study of Hurricane Irma by Mohanty, Somya D., Biggers, Brown, Sayedahmed, Saed, Pourebrahim, Nastaran, Goldstein, Evan B., Bunch, Rick, Chi, Guangqing, Sadri, Fereidoon, McCoy, Tom P., Cosby, Arthur

“…Streaming social media provides a real-time glimpse of extreme weather impacts. However, the volume of streaming data makes mining information a challenge for…”
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Ordered Merkle Tree - a versatile data-structure for security kernels by Mohanty, Somya D

“…Hidden undesired functionality is an unavoidable reality in any complex hardware or software component. Undesired functionality—deliberately introduced Trojan…”
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A Scalable, Trustworthy Infrastructure for Collaborative Container Repositories by Wei, Franklin, Ramkumar, Mahalingam, Mohanty, Somya D

“…We present a scalable "Trustworthy Container Repository" (TCR) infrastructure for the storage of software container images, such as those used by Docker. Using…”
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Data-Driven Exploration of Factors Affecting Federal Student Loan Repayment by Luo, Bin, Zhang, Qi, Mohanty, Somya D

“…Student loans occupy a significant portion of the federal budget, as well as, the largest financial burden in terms of debt for graduates. This paper explores…”
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A multi-modal machine learning approach towards predicting patient readmission by Mohanty, Somya D., Lekan, Deborah, McCoy, Thomas P., Jenkins, Marjorie, Manda, Prashanti

“…Healthcare costs that can be attributed to unplanned readmissions are staggeringly high and negatively impact health and wellness of patients. In the United…”
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A multi-modal approach towards mining social media data during natural disasters -- a case study of Hurricane Irma by Mohanty, Somya D, Biggers, Brown, Sayedahmed, Saed, Pourebrahim, Nastaran, Goldstein, Evan B, Bunch, Rick, Chi, Guangqing, Sadri, Fereidoon, McCoy, Tom P, Cosby, Arthur

“…Streaming social media provides a real-time glimpse of extreme weather impacts. However, the volume of streaming data makes mining information a challenge for…”
Get full text

Ordered Merkle Tree - a versatile data-structure for security kernels by Mohanty, Somya D

“…Hidden undesired functionality is an unavoidable reality in any complex hardware or software component. Undesired functionality---deliberately introduced…”
Get full text