Thilanka Munasinghe

47 papers B 14Journal 6Unranked 27
YearRankTypeTitle / Venue / Authors
2025 B conf
A Knowledge-Based System for Managing Hardware Dependency and Reproducibility in Quantum Machine Learning Workflows.
IEEE Big Data
Thilanka Munasinghe, Kimberly A. Cornell, James A. Hendler, George Berg, Jennifer C. Wei
2025 B conf
Data Driven Dengue Dynamics via Satellite Data.
IEEE Big Data
Rafi Magdon-Ismail, Thilanka Munasinghe, Jennifer C. Wei
2025 B conf
Early Detection of Harmful Algal Blooms using Machine Learning.
IEEE Big Data
Anirban Acharya, Thilanka Munasinghe, Kevin Rose
2025 — conf
Exploring Flooded Fraction Prediction through Machine Learning Models Focusing on Medical Infrastructure in the Southeast U.S. Coastal Areas.
BigComp
Jihoon Chung, Kazuki Neo, Muhammad Khan, Ethan Cruz, Zhi Zheng, Thilanka Munasinghe, Jennifer C. Wei
2025 B conf
From Black Box to Insight: Explainable AI for Extreme Event Preparedness.
IEEE Big Data
Kiana Vu, Ismet Selçuk Özer, Phung Lai, Zheng Wu, Thilanka Munasinghe, Jennifer C. Wei
2025 J jnl
From Black Box to Insight: Explainable AI for Extreme Event Preparedness.
CoRR
Kiana Vu, Ismet Selçuk Özer, Phung Lai, Zheng Wu, Thilanka Munasinghe, Jennifer C. Wei
2025 J jnl
Harnessing Self-Supervised Deep Learning and Geostationary Remote Sensing for Advancing Wildfire and Associated Air Quality Monitoring: Improved Smoke and Fire Front Masking using GOES and TEMPO Radiance Data.
CoRR
Nicholas LaHaye, Thilanka Munasinghe, Hugo Lee, Xiaohua Pan, Gonzalo Gonzalez Abad, Hazem Mahmoud, Jennifer C. Wei
2024 B conf
A Knowledge Graph Framework for Organizing Heterogeneous Datasets for Utilization in Classical and Quantum Computing: Current Challenges and Future Directions.
IEEE Big Data
Thilanka Munasinghe, Kimberly A. Cornell, Jennifer C. Wei, George Berg, James A. Hendler
2024 B conf
Assessment of Quantum ML Applicability for Climate Actions: Comparison of the Variational Quantum Classifier and the Quantum Support Vector Classifier with Classical ML Models.
IEEE Big Data
Thilanka Munasinghe, Phung Lai, Jennifer C. Wei, James A. Hendler, Kimberly A. Cornell
2024 — conf
Deciphering Crypto Twitter.
WebSci
Inwon Kang, Maruf Ahmed Mridul, Abraham Sanders, Yao Ma, Thilanka Munasinghe, Aparna Gupta, Oshani Seneviratne
2024 J jnl
Deciphering Crypto Twitter.
CoRR
Inwon Kang, Maruf Ahmed Mridul, Abraham Sanders, Yao Ma, Thilanka Munasinghe, Aparna Gupta, Oshani Seneviratne
2024 B conf
Energy Infrastructure Risk Modeling using Quantum and Classical Machine Learning.
IEEE Big Data
Neelanga Thelasingha, Thilanka Munasinghe
2024 B conf
Graph Representation Learning for Dengue Forecasting.
IEEE Big Data
Jiaqi Weng, David Qiu, Ethan Cruz, Malik Magdon-Ismail, Thilanka Munasinghe, Jennifer C. Wei, Ashan Pathirana, Mahi Pasarkar
2024 B conf
Natural Language Processing for Extracting Rich Disease Data Aligned To Satellite Meteorological Data.
IEEE Big Data
Mahi Pasarkar, Junseob Kim, Eoin O'Gara, Alan Zhang, Malik Magdon-Ismail, Thilanka Munasinghe, Jiaqi Weng, David Qiu, Ethan Cruz, Jennifer C. Wei, Ashan Pathirana
2024 — conf
Prototyping an Information System to Address Geographic Disparities in Cardiac Rehabilitation Access in the United States.
ICMHI
Zain Magdon-Ismail, Thilanka Munasinghe
2023 B conf
Exploring Power Outage Prediction Using Weather and Socioeconomic Data in the Southeastern Part of the United States.
IEEE Big Data
Ethan Cruz, Thilanka Munasinghe
2023 B conf
From Satellites to Fields: Machine Learning Applications for Prediction of Corn Production Using NDVI, Precipitation and Land Surface Temperature for Large Producer Countries.
IEEE Big Data
Saniya Nangia, Thilanka Munasinghe, Heidi Tubbs, Assaf Anyamba
2023 B conf
Integrating Climate Variable Data in Machine Learning Models for Predictive Analytics of Tomato Yields in California.
IEEE Big Data
Tianze Zhu, Junyi Wu, Tingyi Tan, Shuheng Wang, Thilanka Munasinghe, Heidi Tubbs, Assaf Anyamba
2023 — conf
Perceiving the Ukraine-Russia Conflict: Topic Modeling and Clustering on Twitter Data.
BigDataService
Philip Chang, Ying-Tzu Yu, Abraham Sanders, Thilanka Munasinghe
2022 — conf
Data-driven Analysis of Remote Work in China during the COVID-19 Pandemic.
HICSS
Yufei Wu, Thilanka Munasinghe, Lydia Manikonda, Oshani Seneviratne
2022 B conf
Landslide Likelihood Prediction using Machine Learning Algorithms.
IEEE Big Data
Vasundhara Acharya, Anindita Ghosh, Inwon Kang, Thilanka Munasinghe, K. C. Binita
2022 — conf
Predicting Crimean-Congo Hemorrhagic Fever Outbreaks via Multivariate Time-Series Classification of Climate Data.
ICMHI
Jonathan Harris, Thilanka Munasinghe, Heidi Tubbs, Assaf Anyamba
2022 B conf
Using Graph Neural Networks to Investigate the Relationship Between the Socioeconomic Factors and Emergency Medical Service (EMS) Median Response Time in New York City.
IEEE Big Data
Thilanka Munasinghe, Brandon Behlendorf
2021 — conf
Analysis of Preprocessing Techniques, Keras Tuner, and Transfer Learning on Cloud Street image data.
IEEE BigData
Sharmad Joshi, Jessie Ann Owens, Shlok Shah, Thilanka Munasinghe
2021 — conf
Binary Classification Edge Cases in Cyclones Using AlexNet and ResNet Neural Networks.
IEEE BigData
Brendan Donnelly, Thilanka Munasinghe
2021 — conf
Chronic Respiratory Disease: Risk Modeling Potential and Limitations.
IEEE BigData
Alexander He, Thilanka Munasinghe
2021 — conf
Covid Vaccine Risk Stratification.
IEEE BigData
Lucas Standaert, Thilanka Munasinghe, Dongyoung Jang, Catherine Tate, Sean Lossef, Wilson Wong
2021 — conf
Development of a Rapid Prototyping COVID-19 Geographic Information System and the Influence of Testing Centers on Data Visualization.
ICMHI
Samantha Katcher, Josephine Lyons, Mia Price, Thilanka Munasinghe
2021 — conf
Diabetes Tracker: An Information System to assist and track nutritional information.
WebSci (Companion)
Vipula Rawte, Hongyi Huang, Michael Morrison, Janine Wu, Travis Peterson, Thilanka Munasinghe
2021 — conf
Engaging Students in Data Literacy: Lessons Learned from Data Intensive Classrooms.
WebSci (Companion)
Thilanka Munasinghe, Amy Svirsky
2021 — conf
Hidden Workforce: Analysis on Recognizing Unpaid Domestic Work Through Social Determinants.
IEEE BigData
James Hicks, Thilanka Munasinghe
2021 — conf
Image Classification to identify Transverse Cirrus Band Clouds using Convolutional Neural Networks.
IEEE BigData
Gregory Saini, Thilanka Munasinghe, Kevin Pan
2021 — conf
Personality Trait Analysis in Psychoactive Drug Abusers.
ICMHI
Madison L. Chamberlain, Thilanka Munasinghe
2021 — conf
Scraping Unstructured Data to Explore the Relationship between Rainfall Anomalies and Vector-Borne Disease Outbreaks.
IEEE BigData
Ethan Joseph, Thilanka Munasinghe, Heidi Tubbs, Bhaskar Bishnoi, Assaf Anyamba
2021 J jnl
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
Thilanka Munasinghe, H. R. Pasindu
2020 — conf
A Two-Step Framework for Parkinson's Disease Classification: Using Multiple One-Way ANOVA on Speech Features and Decision Trees.
AI4SG@AAAI Fall Symposium
Gaurang Prasad, Thilanka Munasinghe, Oshani Seneviratne
2020 — conf
Dengue Spread Information System (DSIS).
ICMHI
Karan Bhanot, Dominic Schroeder, Isaac Llewellyn, Nicholas Luczak, Thilanka Munasinghe
2020 — conf
Exploratory Data Analysis to Understand Social Determinants Important to Global Neonatal Mortality Rate.
IEEE BigData
Joshua Chuah, Thilanka Munasinghe
2020 — conf
Exploring Image Segmentation Techniques to Detect High Latitude Dust on Satellite Images.
IEEE BigData
Yichen Zhang, Thilanka Munasinghe
2020 — conf
Exploring Various Applicable Techniques to Detect Smoke on the Satellite Images.
IEEE BigData
Chau-Lin Charly Huang, Thilanka Munasinghe
2020 — conf
Investigating the Relationship Between High-Latitude Dust and Precipitation.
IEEE BigData
Ariane Maharaj, Thilanka Munasinghe
2020 — conf
Socioeconomic and Geographic Variations that Impacts the Spread of Malaria.
AI4SG@AAAI Fall Symposium
Thilanka Munasinghe, Aayush Maheshwarkar, Karan Bhanot
2019 — conf
Airline Miles Redemption.
IEEE BigData
Joseph Sebastian, Thilanka Munasinghe
2019 — conf
Identifying the Relationship between Precipitation and Zika Outbreaks in Argentina.
IEEE BigData
Lilian Ngweta, Karan Bhanot, Ariane Maharaj, Ian Bogle, Thilanka Munasinghe
2019 — conf
IoT Application Development Using MIT App Inventor to Collect and Analyze Sensor Data.
IEEE BigData
Thilanka Munasinghe, Evan W. Patton, Oshani Seneviratne
2015 J jnl
A Flexible Genetic Algorithm System for Multi-UAV Surveillance: Algorithm and Flight Testing.
Unmanned Syst.
Marjorie Darrah, Jay Wilhelm, Thilanka Munasinghe, Kristin Duling, Steve Yokum, Eric Sorton, Jonathan Rojas, Mitchell Wathen
2013 J jnl
Using Genetic Algorithms for Tasking Teams of Raven UAVs.
J. Intell. Robotic Syst.
Marjorie Darrah, Edgar Fuller, Thilanka Munasinghe, Kristin Duling, Mridul Gautam, Mitchell Wathen