Jessica Block

16 papers B 4Misc 2Journal 2Unranked 8
YearRankTypeTitle / Venue / Authors
2025 — conf
Actionable Fire Modeling in Firemap for Extended Attack Decision Support.
ICCS (Workshops 4)
Ilkay Altintas, Shweta Purawat, Daniel Crawl, Jessica Block, Jenny Lee, Adrienne Breland, Ismael Pérez, Jordan Combs, Rawaf Al Rawaf, Chris Lautenberger, Gary W. Johnson, David Saah
2024 B conf
Near Real-Time Wildfire Damage Assessment using Aerial Thermal Imagery and Machine Learning.
IEEE Big Data
Saqib Azim, Mai H. Nguyen, Daniel Crawl, Jessica Block, Rawaf Al Rawaf, Francesca Hart, Mark Campbell, Robert Scott, Ilkay Altintas
2024 B conf
Streamlined Edge Computing for Fire Science and Management using WIFIRE Edge.
e-Science
Ilkay Altintas, Shweta Purawat, Ismael Pérez, Jenny Lee, Melissa Floca, Jessica Block, Josh Breslow, Daniel Crawl
2023 J jnl
Multimodal Wildland Fire Smoke Detection.
Remote. Sens.
Jaspreet Kaur Bhamra, Shreyas Anantha Ramaprasad, Siddhant Baldota, Shane Luna, Eugene Zen, Ravi Ramachandra, Harrison Kim, Chris Schmidt, Chris Arends, Jessica Block, Ismael Pérez, Daniel Crawl, Ilkay Altintas, Garrison W. Cottrell, Mai H. Nguyen
2022 J jnl
Estimation of wildfire wind conditions via perimeter and surface area optimization.
J. Comput. Sci.
Li Tan, Raymond A. de Callafon, Jessica Block, Daniel Crawl, Tolga Çaglar, Ilkay Altintas
2022 B conf
Machine Learning for Improved Post-fire Debris Flow Likelihood Prediction.
IEEE Big Data
Daniel Roten, Jessica Block, Daniel Crawl, Jenny Lee, Ilkay Altintas
2021 — conf
Improving Wildfire Simulations by Estimation of Wildfire Wind Conditions from Fire Perimeter Measurements.
ICCS (5)
Li Tan, Raymond A. de Callafon, Jessica Block, Daniel Crawl, Ilkay Altintas
2019 — conf
Scaling Deep Learning-Based Analysis of High-Resolution Satellite Imagery with Distributed Processing.
IEEE BigData
Mai H. Nguyen, Jiaxin Li, Daniel Crawl, Jessica Block, Ilkay Altintas
2019 — conf
Understanding a Rapidly Expanding Refugee Camp Using Convolutional Neural Networks and Satellite Imagery.
eScience
Susanne Benz, Hogeun Park, Jiaxin Li, Daniel Crawl, Jessica Block, Mai H. Nguyen, Ilkay Altintas
2018 — conf
Land Cover Classification at the Wildland Urban Interface using High-Resolution Satellite Imagery and Deep Learning.
IEEE BigData
Mai H. Nguyen, Jessica Block, Daniel Crawl, Vincent Siu, Akshit Bhatnagar, Federico Rodríguez, Alison Kwan, Namrita Baru, Ilkay Altintas
2018 — conf
Scalable Detection of Rural Schools in Africa Using Convolutional Neural Networks and Satellite Imagery.
UCC Companion
Mehrdad Yazdani, Mai H. Nguyen, Jessica Block, Daniel Crawl, Naroa Zurutuza, Dohyung Kim, Gordon Hanson, Ilkay Altintas
2017 — conf
An Unsupervised Deep Learning Approach for Satellite Image Analysis with Applications in Demographic Analysis.
eScience
Jessica Block, Mehrdad Yazdani, Mai H. Nguyen, Daniel Crawl, Marta Jankowska, John J. Graham, Thomas A. DeFanti, Ilkay Altintas
2017 B conf
Big Data Techniques for Public Health: A Case Study.
CHASE
Yannis Katsis, Natasha Balac, Derek Chapman, Madhur Kapoor, Jessica Block, William G. Griswold, Jeannie Huang, Nikos Koulouris, Massimiliano Menarini, Viswanath Nandigam, Mandy Ngo, Kian Win Ong, Yannis Papakonstantinou, Besa Smith, Konstantinos Zarifis, Steven H. Woolf, Kevin Patrick
2017 Misc conf
Firemap: A Dynamic Data-Driven Predictive Wildfire Modeling and Visualization Environment.
ICCS
Daniel Crawl, Jessica Block, Kai Lin, Ilkay Altintas
2016 — conf
Determining feature extractors for unsupervised learning on satellite images.
IEEE BigData
Behnam Hedayatnia, Mehrdad Yazdani, Mai H. Nguyen, Jessica Block, Ilkay Altintas
2015 Misc conf
Towards an Integrated Cyberinfrastructure for Scalable Data-driven Monitoring, Dynamic Prediction and Resilience of Wildfires.
ICCS
Ilkay Altintas, Jessica Block, Raymond A. de Callafon, Daniel Crawl, Charles Cowart, Amarnath Gupta, Mai H. Nguyen, Hans-Werner Braun, Jürgen P. Schulze, Michael Gollner, Arnaud Trouve, Larry Smarr