Concepedia

Giuliana Pallotta

GP

22

Publications

1.6K

Citations

16

H-Index

2007

Active since

Affiliations

Lawrence Livermore National Laboratory(Current)

North Atlantic Treaty Organization

University of Washington

University of Naples Federico II

Remote Sensing Systems (United States)

Giuliana Pallotta is an author at Lawrence Livermore National Laboratory specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceSystems EngineeringManagementData MiningMachine LearningNaval ArchitecturePredictive AnalyticsKnowledge Discovery

Publications per year

2007–2022

22

Publications

22

Vessel Pattern Knowledge Discovery from AIS Data: A Framework for Anomaly Detection and Route Prediction

Giuliana Pallotta, Michele Vespe, Karna Bryan · Entropy · 2013 · 652 citations · Full text

Artificial Intelligence, Anomaly Detection, Machine Learning +21

Human influence on the seasonal cycle of tropospheric temperature

Benjamin D. Santer, Stephen Po–Chedley, Mark D. Zelinka et al. · Science · 2018 · 149 citations · Full text

Maritime Traffic Networks: From Historical Positioning Data to Unsupervised Maritime Traffic Monitoring

Virginia Fernández Arguedas, Giuliana Pallotta, Michele Vespe · IEEE Transactions on Intelligent Transportation Systems · 2017 · 146 citations

Anomaly Detection, Machine Learning, Engineering +23

Comparing Tropospheric Warming in Climate Models and Satellite Data

Benjamin D. Santer, Susan Solomon, Giuliana Pallotta et al. · Journal of Climate · 2016 · 88 citations · Full text

Engineering, Climate Modeling, Earth System Science +19

Robust Evaluation of ENSO in Climate Models: How Many Ensemble Members Are Needed?

Jiwoo Lee, Yann Planton, Peter J. Gleckler et al. · Geophysical Research Letters · 2021 · 71 citations · Full text

Engineering, Appropriate Ensemble Size, Robust Evaluation +18

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