Thilanka Munasinghe

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 33

Top Topics

Binary Classification

Exploratory Data Analysis

Surface Temperature

Top Venues

Publications

Inwon Kang, Maruf Ahmed Mridul, Abraham Sanders, Yao Ma, Thilanka Munasinghe, Aparna Gupta, Oshani Seneviratne
Deciphering Crypto Twitter. WebSci (2024)
Inwon Kang, Maruf Ahmed Mridul, Abraham Sanders, Yao Ma, Thilanka Munasinghe, Aparna Gupta, Oshani Seneviratne
Deciphering Crypto Twitter. CoRR (2024)
Philip Chang, Ying-Tzu Yu, Abraham Sanders, Thilanka Munasinghe
Perceiving the Ukraine-Russia Conflict: Topic Modeling and Clustering on Twitter Data. BigDataService (2023)
Saniya Nangia, Thilanka Munasinghe, Heidi Tubbs, Assaf Anyamba
From Satellites to Fields: Machine Learning Applications for Prediction of Corn Production Using NDVI, Precipitation and Land Surface Temperature for Large Producer Countries. BigData (2023)
Tianze Zhu, Junyi Wu, Tingyi Tan, Shuheng Wang, Thilanka Munasinghe, Heidi Tubbs, Assaf Anyamba
Integrating Climate Variable Data in Machine Learning Models for Predictive Analytics of Tomato Yields in California. BigData (2023)
Ethan Cruz, Thilanka Munasinghe
Exploring Power Outage Prediction Using Weather and Socioeconomic Data in the Southeastern Part of the United States. BigData (2023)
Thilanka Munasinghe, Brandon Behlendorf
Using Graph Neural Networks to Investigate the Relationship Between the Socioeconomic Factors and Emergency Medical Service (EMS) Median Response Time in New York City. Big Data (2022)
Vasundhara Acharya, Anindita Ghosh, Inwon Kang, Thilanka Munasinghe, K. C. Binita
Landslide Likelihood Prediction using Machine Learning Algorithms. Big Data (2022)
Yufei Wu, Thilanka Munasinghe, Lydia Manikonda, Oshani Seneviratne
Data-driven Analysis of Remote Work in China during the COVID-19 Pandemic. HICSS (2022)
Jonathan Harris, Thilanka Munasinghe, Heidi Tubbs, Assaf Anyamba
Predicting Crimean-Congo Hemorrhagic Fever Outbreaks via Multivariate Time-Series Classification of Climate Data. ICMHI (2022)
Thilanka Munasinghe, Amy Svirsky
Engaging Students in Data Literacy: Lessons Learned from Data Intensive Classrooms. WebSci (Companion) (2021)
Gregory Saini, Thilanka Munasinghe, Kevin Pan
Image Classification to identify Transverse Cirrus Band Clouds using Convolutional Neural Networks. IEEE BigData (2021)
Ethan Joseph, Thilanka Munasinghe, Heidi Tubbs, Bhaskar Bishnoi, Assaf Anyamba
Scraping Unstructured Data to Explore the Relationship between Rainfall Anomalies and Vector-Borne Disease Outbreaks. IEEE BigData (2021)
James Hicks, Thilanka Munasinghe
Hidden Workforce: Analysis on Recognizing Unpaid Domestic Work Through Social Determinants. IEEE BigData (2021)
Samantha Katcher, Josephine Lyons, Mia Price, Thilanka Munasinghe
Development of a Rapid Prototyping COVID-19 Geographic Information System and the Influence of Testing Centers on Data Visualization. ICMHI (2021)
Brendan Donnelly, Thilanka Munasinghe
Binary Classification Edge Cases in Cyclones Using AlexNet and ResNet Neural Networks. IEEE BigData (2021)
Madison L. Chamberlain, Thilanka Munasinghe
Personality Trait Analysis in Psychoactive Drug Abusers. ICMHI (2021)
Sharmad Joshi, Jessie Ann Owens, Shlok Shah, Thilanka Munasinghe
Analysis of Preprocessing Techniques, Keras Tuner, and Transfer Learning on Cloud Street image data. IEEE BigData (2021)
Thilanka Munasinghe, H. R. Pasindu
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. CoRR (2021)
Lucas Standaert, Thilanka Munasinghe, Dongyoung Jang, Catherine Tate, Sean Lossef, Wilson Wong
Covid Vaccine Risk Stratification. IEEE BigData (2021)
Vipula Rawte, Hongyi Huang, Michael Morrison, Janine Wu, Travis Peterson, Thilanka Munasinghe
Diabetes Tracker: An Information System to assist and track nutritional information. WebSci (Companion) (2021)
Alexander He, Thilanka Munasinghe
Chronic Respiratory Disease: Risk Modeling Potential and Limitations. IEEE BigData (2021)
Joshua Chuah, Thilanka Munasinghe
Exploratory Data Analysis to Understand Social Determinants Important to Global Neonatal Mortality Rate. IEEE BigData (2020)
Gaurang Prasad, Thilanka Munasinghe, Oshani Seneviratne
A Two-Step Framework for Parkinson's Disease Classification: Using Multiple One-Way ANOVA on Speech Features and Decision Trees. AI4SG@AAAI Fall Symposium (2020)
Karan Bhanot, Dominic Schroeder, Isaac Llewellyn, Nicholas Luczak, Thilanka Munasinghe
Dengue Spread Information System (DSIS). ICMHI (2020)
Chau-Lin Charly Huang, Thilanka Munasinghe
Exploring Various Applicable Techniques to Detect Smoke on the Satellite Images. IEEE BigData (2020)
Yichen Zhang, Thilanka Munasinghe
Exploring Image Segmentation Techniques to Detect High Latitude Dust on Satellite Images. IEEE BigData (2020)
Thilanka Munasinghe, Aayush Maheshwarkar, Karan Bhanot
Socioeconomic and Geographic Variations that Impacts the Spread of Malaria. AI4SG@AAAI Fall Symposium (2020)
Ariane Maharaj, Thilanka Munasinghe
Investigating the Relationship Between High-Latitude Dust and Precipitation. IEEE BigData (2020)
Lilian Ngweta, Karan Bhanot, Ariane Maharaj, Ian Bogle, Thilanka Munasinghe
Identifying the Relationship between Precipitation and Zika Outbreaks in Argentina. IEEE BigData (2019)
Thilanka Munasinghe, Evan W. Patton, Oshani Seneviratne
IoT Application Development Using MIT App Inventor to Collect and Analyze Sensor Data. IEEE BigData (2019)
Joseph Sebastian, Thilanka Munasinghe
Airline Miles Redemption. IEEE BigData (2019)
Marjorie Darrah, Jay Wilhelm, Thilanka Munasinghe, Kristin Duling, Steve Yokum, Eric Sorton, Jonathan Rojas, Mitchell Wathen
A Flexible Genetic Algorithm System for Multi-UAV Surveillance: Algorithm and Flight Testing. Unmanned Syst. 3 (1) (2015)
Marjorie Darrah, Edgar Fuller, Thilanka Munasinghe, Kristin Duling, Mridul Gautam, Mitchell Wathen
Using Genetic Algorithms for Tasking Teams of Raven UAVs. J. Intell. Robotic Syst. 70 (1-4) (2013)