Somya D. Mohanty

According to our database, Somya D. Mohanty authored at least 22 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Using Ontology Embeddings With Deep Learning Architectures to Improve Prediction of Ontology Concepts From Literature.

Pratik Devkota, Somya D. Mohanty, Prashanti Manda

Proceedings of the International Conference on Biomedical Ontologies 2023 together with the Workshop on Ontologies for Infectious and Immune-Mediated Disease Data Science (OIIDDS 2023) and the FAIR Ontology Harmonization and TRUST Data Interoperability Workshop (FOHTI 2023), Brasília, Brazil, August 28, 2023

Ontology-Powered Boosting for Improved Recognition of Ontology Concepts from Biological Literature.

Pratik Devkota, Somya D. Mohanty, Prashanti Manda

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022

Machine learning for predicting readmission risk among the frail: Explainable AI for healthcare.

Somya D. Mohanty, Deborah Lekan, Thomas P. McCoy, Marjorie Jenkins, Prashanti Manda

Patterns, 2022

A Scalable Trustworthy Infrastructure for Collaborative Container Repositories.

Franklin Wei, Stephen R. Tate, Mahalingam Ramkumar, Somya D. Mohanty

Distributed Ledger Technol. Res. Pract., 2022

A Gated Recurrent Unit based architecture for recognizing ontology concepts from biological literature.

Pratik Devkota, Somya D. Mohanty, Prashanti Manda

BioData Min., 2022

Knowledge of the Ancestors: Intelligent Ontology-aware Annotation of Biological Literature using Semantic Similarity.

Pratik Devkota, Somya D. Mohanty, Prashanti Manda

Proceedings of the International Conference on Biomedical Ontology 2022 (ICBO), Ann Arbor, Michigan, USA, September 25, 2022

2021

A multi-modal approach towards mining social media data during natural disasters - a case study of Hurricane Irma.

Somya D. Mohanty, Brown Biggers, Saed SayedAhmed, Nastaran Pourebrahim, Evan B. Goldstein, Rick Bunch, Guangqing Chi, Fereidoon Sadri, Tom P. McCoy, Arthur Cosby

CoRR, 2021

2020

psi-collect: A Python module for post-storm image collection and cataloging.

Matthew Moretz, Daniel Foster, John Weber, Rinty Chowdhury, Shah Rafique, Evan B. Goldstein, Somya D. Mohanty

J. Open Source Softw., 2020

Automated ontology-based annotation of scientific literature using deep learning.

Prashanti Manda, Saed SayedAhmed, Somya D. Mohanty

Proceedings of The International Workshop on Semantic Big Data, 2020

A multi-modal machine learning approach towards predicting patient readmission.

Somya D. Mohanty, Thomas P. McCoy, Prashanti Manda, Deborah Lekan, Marjorie Jenkins

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019

A data-driven approach to predicting diabetes and cardiovascular disease with machine learning.

An Dinh, Stacey Miertschin, Amber Young, Somya D. Mohanty

BMC Medical Informatics Decis. Mak., 2019

2018

A Scalable, Trustworthy Infrastructure for Collaborative Container Repositories.

Franklin Wei, Mahalingam Ramkumar, Somya D. Mohanty

CoRR, 2018

Data-Driven Exploration of Factors Affecting Federal Student Loan Repayment.

Bin Luo, Qi Zhang, Somya D. Mohanty

CoRR, 2018

What we learn from learning - Understanding capabilities and limitations of machine learning in botnet attacks.

David Santana, Shan Suthaharan, Somya D. Mohanty

CoRR, 2018

The Propagation of Counteracting Information in Online Social Networks: A Case Study.

Logan Rohde, Somya D. Mohanty, Jing Deng, Fereidoon Sadri

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Taking a Dive: Experiments in Deep Learning for Automatic Ontology-Based Annotation of Scientific Literature.

Prashanti Manda, Lucas Beasley, Somya D. Mohanty

Proceedings of the 9th International Conference on Biological Ontology (ICBO 2018), 2018

Enhancing Trip Distribution Prediction with Twitter Data: Comparison of Neural Network and Gravity Models.

Nastaran Pourebrahim, Selima Sultana, Jean-Claude Thill, Somya D. Mohanty

Proceedings of the 2nd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2018

2017

What's Hot and What's Not? - Exploring Trends in Bioinformatics Literature Using Topic Modeling and Keyword Analysis.

Alexander Hahn, Somya D. Mohanty, Prashanti Manda

Proceedings of the Bioinformatics Research and Applications - 13th International Symposium, 2017

2015

A sentiment analysis of U.S. local government tweets: The connection between tone and citizen involvement.

Staci M. Zavattaro, P. Edward French, Somya D. Mohanty

Gov. Inf. Q., 2015

2014

A Trustworthy Assurance-as-a-Service Architecture.

Mahalingam Ramkumar, Somya D. Mohanty

Proceedings of the Intelligent Systems and Applications, 2014

2012

An Efficient TCB for a Generic Content Distribution System.

Somya D. Mohanty, Arun Velagapalli, Mahalingam Ramkumar

Proceedings of the 2012 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2012

2011

Securing File Storage in an Untrusted Server - Using a Minimal Trusted Computing Base.

Somya D. Mohanty, Mahalingam Ramkumar

Proceedings of the CLOSER 2011, 2011