Paul C. Hanson

22 papers A* 3A 1B 2Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Investigating a Model-Agnostic and Imputation-Free Approach for Irregularly-Sampled Multivariate Time-Series Modeling.
Trans. Mach. Learn. Res.
Abhilash Neog, Arka Daw, Sepideh Fatemi, Medha Sawhney, Aanish Pradhan, Mary E. Lofton, Bennett J. McAfee, Adrienne Breef-Pilz, Heather L. Wander, Dexter W. Howard, Cayelan C. Carey, Paul C. Hanson, Anuj Karpatne
2025 A* conf
Learning to Retrieve for Environmental Knowledge Discovery: An Augmentation-Adaptive Self-Supervised Learning Framework.
ICDM
Shiyuan Luo, Runlong Yu, Chonghao Qiu, Rahul Ghosh, Robert Ladwig, Paul C. Hanson, Yiqun Xie, Xiaowei Jia
2025 J jnl
Learning to Retrieve for Environmental Knowledge Discovery: An Augmentation-Adaptive Self-Supervised Learning Framework.
CoRR
Shiyuan Luo, Runlong Yu, Chonghao Qiu, Rahul Ghosh, Robert Ladwig, Paul C. Hanson, Yiqun Xie, Xiaowei Jia
2025 A* conf
Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic Science.
AAAI
Runlong Yu, Chonghao Qiu, Robert Ladwig, Paul C. Hanson, Yiqun Xie, Xiaowei Jia
2025 J jnl
Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic Science.
CoRR
Runlong Yu, Chonghao Qiu, Robert Ladwig, Paul C. Hanson, Yiqun Xie, Xiaowei Jia
2024 A* conf
Adaptive Process-Guided Learning: An Application in Predicting Lake DO Concentrations.
ICDM
Runlong Yu, Chonghao Qiu, Robert Ladwig, Paul C. Hanson, Yiqun Xie, Yanhua Li, Xiaowei Jia
2024 J jnl
Adaptive Process-Guided Learning: An Application in Predicting Lake DO Concentrations.
CoRR
Runlong Yu, Chonghao Qiu, Robert Ladwig, Paul C. Hanson, Yiqun Xie, Yanhua Li, Xiaowei Jia
2024 — conf
Evolution-Based Feature Selection for Predicting Dissolved Oxygen Concentrations in Lakes.
PPSN (4)
Runlong Yu, Robert Ladwig, Xiang Xu, Peijun Zhu, Paul C. Hanson, Yiqun Xie, Xiaowei Jia
2024 J jnl
Nature-Guided Cognitive Evolution for Predicting Dissolved Oxygen Concentrations in North Temperate Lakes.
CoRR
Runlong Yu, Robert Ladwig, Xiang Xu, Peijun Zhu, Paul C. Hanson, Yiqun Xie, Xiaowei Jia
2023 A conf
Spatiotemporal Classification with limited labels using Constrained Clustering for large datasets.
SDM
Praveen Ravirathinam, Rahul Ghosh, Ke Wang, Keyang Xuan, Ankush Khandelwal, Hilary Dugan, Paul C. Hanson, Vipin Kumar
2022 J jnl
Spatiotemporal Classification with limited labels using Constrained Clustering for large datasets.
CoRR
Praveen Ravirathinam, Rahul Ghosh, Ke Wang, Keyang Xuan, Ankush Khandelwal, Hilary Dugan, Paul C. Hanson, Vipin Kumar
2018 J jnl
A multi-lake comparative analysis of the General Lake Model (GLM): Stress-testing across a global observatory network.
Environ. Model. Softw.
Louise C. Bruce, Marieke A. Frassl, George B. Arhonditsis, Gideon Gal, David P. Hamilton, Paul C. Hanson, Amy L. Hetherington, John M. Melack, Jordan S. Read, Karsten Rinke, Anna Rigosi, Dennis Trolle, Luke A. Winslow, Rita Adrian, Ana I. Ayala, Serghei A. Bocaniov, Bertram Boehrer, Casper Boon, Matthew R. Hipsey
2018 J jnl
Physics Guided Recurrent Neural Networks For Modeling Dynamical Systems: Application to Monitoring Water Temperature And Quality In Lakes.
CoRR
Xiaowei Jia, Anuj Karpatne, Jared Willard, Michael S. Steinbach, Jordan S. Read, Paul C. Hanson, Hilary A. Dugan, Vipin Kumar
2017 J jnl
GRAPLEr: A distributed collaborative environment for lake ecosystem modeling that integrates overlay networks, high-throughput computing, and WEB services.
Concurr. Comput. Pract. Exp.
Kensworth Subratie, Saumitra Aditya, Srinivas Mahesula, Renato Figueiredo, Cayelan C. Carey, Paul C. Hanson
2017 J jnl
Mining lake time series using symbolic representation.
Ecol. Informatics
Guangchen Ruan, Paul C. Hanson, Hilary Dugan, Beth Plale
2016 J jnl
Information management at the North Temperate Lakes Long-term Ecological Research site - Successful support of research in a large, diverse, and long running project.
Ecol. Informatics
Corinna Gries, Mark R. Gahler, Paul C. Hanson, Timothy K. Kratz, Emily H. Stanley
2015 B conf
A Task-Centered Framework for Computationally-Grounded Science Collaborations.
e-Science
Yolanda Gil, Felix Michel, Varun Ratnakar, Matheus Hauder, Christopher J. Duffy, Hilary Dugan, Paul C. Hanson
2015 J jnl
GRAPLEr: A Distributed Collaborative Environment for Lake Ecosystem Modeling that Integrates Overlay Networks, High-throughput Computing, and Web Services.
CoRR
Kensworth Subratie, Saumitra Aditya, Renato Figueiredo, Cayelan C. Carey, Paul C. Hanson
2015 B conf
Supporting Open Collaboration in Science Through Explicit and Linked Semantic Description of Processes.
ESWC
Yolanda Gil, Felix Michel, Varun Ratnakar, Jordan S. Read, Matheus Hauder, Christopher J. Duffy, Paul C. Hanson, Hilary Dugan
2014 — conf
Computer Creativity in Games - How Much Knowledge Is Needed?
KICSS
David C. Moffat, Paul C. Hanson
2012 — conf
Organic Data Publishing: A Novel Approach to Scientific Data Sharing.
LISC@ISWC
Yolanda Gil, Varun Ratnakar, Paul C. Hanson
2012 J jnl
Time-scale dependence in numerical simulations: Assessment of physical, chemical, and biological predictions in a stratified lake at temporal scales of hours to months.
Environ. Model. Softw.
Emily L. Kara, Paul C. Hanson, David P. Hamilton, Matthew R. Hipsey, Katherine D. McMahon, Jordan S. Read, Luke A. Winslow, John Dedrick, Kevin Rose, Cayelan C. Carey, Stefan Bertilsson, David da Motta Marques, Lucas Beversdorf, Todd Miller, Chin H. Wu, Yi-Fang Hsieh, Evelyn Gaiser, Tim Kratz