Thilanka Munasinghe

According to our database, Thilanka Munasinghe authored at least 31 papers between 2013 and 2024.

Collaborative distances:

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

2024

Deciphering Crypto Twitter.

Inwon Kang, Maruf Ahmed Mridul, Abraham Sanders, Yao Ma, Thilanka Munasinghe, Aparna Gupta, Oshani Seneviratne

Proceedings of the 16th ACM Web Science Conference, 2024

2023

Perceiving the Ukraine-Russia Conflict: Topic Modeling and Clustering on Twitter Data.

Philip Chang, Ying-Tzu Yu, Abraham Sanders, Thilanka Munasinghe

Proceedings of the IEEE Ninth International Conference on Big Data Computing Service and Applications, 2023

Integrating Climate Variable Data in Machine Learning Models for Predictive Analytics of Tomato Yields in California.

Tianze Zhu, Junyi Wu, Tingyi Tan, Shuheng Wang, Thilanka Munasinghe, Heidi Tubbs, Assaf Anyamba

Proceedings of the IEEE International Conference on Big Data, 2023

From Satellites to Fields: Machine Learning Applications for Prediction of Corn Production Using NDVI, Precipitation and Land Surface Temperature for Large Producer Countries.

Saniya Nangia, Thilanka Munasinghe, Heidi Tubbs, Assaf Anyamba

Proceedings of the IEEE International Conference on Big Data, 2023

Exploring Power Outage Prediction Using Weather and Socioeconomic Data in the Southeastern Part of the United States.

Ethan Cruz, Thilanka Munasinghe

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Predicting Crimean-Congo Hemorrhagic Fever Outbreaks via Multivariate Time-Series Classification of Climate Data.

Jonathan Harris, Thilanka Munasinghe, Heidi Tubbs, Assaf Anyamba

Proceedings of the 6th International Conference on Medical and Health Informatics, 2022

Data-driven Analysis of Remote Work in China during the COVID-19 Pandemic.

Yufei Wu, Thilanka Munasinghe, Lydia Manikonda, Oshani Seneviratne

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

Using Graph Neural Networks to Investigate the Relationship Between the Socioeconomic Factors and Emergency Medical Service (EMS) Median Response Time in New York City.

Thilanka Munasinghe, Brandon Behlendorf

Proceedings of the IEEE International Conference on Big Data, 2022

Landslide Likelihood Prediction using Machine Learning Algorithms.

Vasundhara Acharya, Anindita Ghosh, Inwon Kang, Thilanka Munasinghe, K. C. Binita

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Sensing and Mapping for Better Roads: Initial Plan for Using Federated Learning and Implementing a Digital Twin to Identify the Road Conditions in a Developing Country - Sri Lanka.

Thilanka Munasinghe, H. R. Pasindu

CoRR, 2021

Diabetes Tracker: An Information System to assist and track nutritional information.

Vipula Rawte, Hongyi Huang, Michael Morrison, Janine Wu, Travis Peterson, Thilanka Munasinghe

Proceedings of the WebSci '21: 13th ACM Web Science Conference 2021, 2021

Engaging Students in Data Literacy: Lessons Learned from Data Intensive Classrooms.

Thilanka Munasinghe, Amy Svirsky

Proceedings of the WebSci '21: 13th ACM Web Science Conference 2021, 2021

Development of a Rapid Prototyping COVID-19 Geographic Information System and the Influence of Testing Centers on Data Visualization.

Samantha Katcher, Josephine Lyons, Mia Price, Thilanka Munasinghe

Proceedings of the ICMHI 2021: 5th International Conference on Medical and Health Informatics, 2021

Personality Trait Analysis in Psychoactive Drug Abusers.

Madison L. Chamberlain, Thilanka Munasinghe

Proceedings of the ICMHI 2021: 5th International Conference on Medical and Health Informatics, 2021

Covid Vaccine Risk Stratification.

Lucas Standaert, Thilanka Munasinghe, Dongyoung Jang, Catherine Tate, Sean Lossef, Wilson Wong

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Image Classification to identify Transverse Cirrus Band Clouds using Convolutional Neural Networks.

Gregory Saini, Thilanka Munasinghe, Kevin Pan

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Analysis of Preprocessing Techniques, Keras Tuner, and Transfer Learning on Cloud Street image data.

Sharmad Joshi, Jessie Ann Owens, Shlok Shah, Thilanka Munasinghe

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Scraping Unstructured Data to Explore the Relationship between Rainfall Anomalies and Vector-Borne Disease Outbreaks.

Ethan Joseph, Thilanka Munasinghe, Heidi Tubbs, Bhaskar Bishnoi, Assaf Anyamba

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Hidden Workforce: Analysis on Recognizing Unpaid Domestic Work Through Social Determinants.

James Hicks, Thilanka Munasinghe

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Chronic Respiratory Disease: Risk Modeling Potential and Limitations.

Alexander He, Thilanka Munasinghe

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Binary Classification Edge Cases in Cyclones Using AlexNet and ResNet Neural Networks.

Brendan Donnelly, Thilanka Munasinghe

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Dengue Spread Information System (DSIS).

Karan Bhanot, Dominic Schroeder, Isaac Llewellyn, Nicholas Luczak, Thilanka Munasinghe

Proceedings of the ICMHI 2020: 4th International Conference on Medical and Health Informatics, 2020

Exploring Image Segmentation Techniques to Detect High Latitude Dust on Satellite Images.

Yichen Zhang, Thilanka Munasinghe

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Investigating the Relationship Between High-Latitude Dust and Precipitation.

Ariane Maharaj, Thilanka Munasinghe

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Exploring Various Applicable Techniques to Detect Smoke on the Satellite Images.

Chau-Lin Charly Huang, Thilanka Munasinghe

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Exploratory Data Analysis to Understand Social Determinants Important to Global Neonatal Mortality Rate.

Joshua Chuah, Thilanka Munasinghe

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Airline Miles Redemption.

Joseph Sebastian, Thilanka Munasinghe

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Identifying the Relationship between Precipitation and Zika Outbreaks in Argentina.

Lilian Ngweta, Karan Bhanot, Ariane Maharaj, Ian Bogle, Thilanka Munasinghe

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

IoT Application Development Using MIT App Inventor to Collect and Analyze Sensor Data.

Thilanka Munasinghe, Evan W. Patton, Oshani Seneviratne

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2015

A Flexible Genetic Algorithm System for Multi-UAV Surveillance: Algorithm and Flight Testing.

Marjorie Darrah, Jay Wilhelm, Thilanka Munasinghe, Kristin Duling, Steve Yokum, Eric Sorton, Jonathan Rojas, Mitchell Wathen

Unmanned Syst., 2015

2013

Using Genetic Algorithms for Tasking Teams of Raven UAVs.

Marjorie Darrah, Edgar Fuller, Thilanka Munasinghe, Kristin Duling, Mridul Gautam, Mitchell Wathen

J. Intell. Robotic Syst., 2013