Christine Piatko

Johns Hopkins University — United States

Computer Science · Physical Sciences

25h-index8.8kcitations78works0.02yr avg
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Research Topics

Topic Modeling(20), Natural Language Processing Techniques(20), Semantic Web and Ontologies(10), Computational Geometry and Mesh Generation(9), Data Management and Algorithms(9)

Publications78 total

Evaluating broad area search and classification of heavy construction activity from multisource, multitemporal satellite image sequences
2025
Closed-loop superconducting materials discovery
npj Computational Materials·2023· 22 citedOpen Access
Short-Term (7 Day) Beaufort Sea Ice Extent Forecasting with Deep Learning
Artificial Intelligence for the Earth Systems·2023· 4 citedOpen Access
Evaluating the diversity and utility of materials proposed by generative models
arXiv (Cornell University)·2023Open Access
A domain-agnostic approach for characterization of lifelong learning systems
Neural Networks·2023· 16 citedOpen Access
A Domain-Agnostic Approach for Characterization of Lifelong Learning Systems
arXiv (Cornell University)·2023Open Access
Closed-loop machine learning for discovery of novel superconductors
arXiv (Cornell University)·2022· 8 citedOpen Access
Curvature-informed multi-task learning for graph networks
arXiv (Cornell University)·2022Open Access
Short-Term Sea Ice Extent Forecasting with Deep Learning
2021
DEMONSTRATION OF A COMMON WORLD MODEL
SAE technical papers on CD-ROM/SAE technical paper series·2018
Effects of Gain/Loss Framing in Cyber Defense Decision-Making
Proceedings of the Human Factors and Ergonomics Society Annual Meeting·2016· 6 cited
A practical approximation algorithm for the LTS estimator
Computational Statistics & Data Analysis·2016· 13 cited
Ocelot: user-centered design of a decision support visualization for network quarantine
2015· 36 cited
Statistical modality tagging from rule-based annotations and crowdsourcing
arXiv (Cornell University)·2015· 25 citedOpen Access
A Term-based Approach to Asyndromic Determination of Significant Case Clusters
Online Journal of Public Health Informatics·2015· 11 citedOpen Access
Use of Modality and Negation in Semantically-Informed Syntactic MT
arXiv (Cornell University)·2015· 3 citedOpen Access
JHU/APL CONSENSE: The Confidence-Based System Ensembler.
Theory and applications of categories·2015
A Modality Lexicon and its use in Automatic Tagging
arXiv (Cornell University)·2014· 49 citedOpen Access
Semantically-Informed Syntactic Machine Translation: A Tree-Grafting Approach
arXiv (Cornell University)·2014· 5 citedOpen Access
Parasol
2014· 1 cited
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Frequent Co-authors

James Mayfield(13), David M. Mount(11), Paul McNamee(11), Nathan S. Netanyahu(10), Ruth Silverman(10), Angela Y. Wu(9), Tapas Kanungo(6), Tim Finin(6), Holly Rushmeier(5), Bonnie J. Dorr(5), Michael Bloodgood(4), Lori Levin(4), Joseph S. B. Mitchell(4), Gregory Ward Larson(3), Nathaniel Wesley Filardo(3), Esther M. Arkin(3), John Gersh(3), Alexander New(3), Jason Eisner(2), Chris Callison-Burch(2)