Personal information

Data Science; Statistical analysis

Activities

Employment (5)

Lawrence Livermore National Laboratory: Livermore, CA, US

2015-10-19 to present | Data Scientist (Computational Engineering Division)
Employment
Source: Self-asserted source
Giuliana Pallotta

Centre for Maritime Research and Experimentation: La Spezia, Liguria, IT

2012-03-01 to 2015-09-30 | Scientist - Maritime Security (Research Department)
Employment
Source: Self-asserted source
Giuliana Pallotta

University of Naples Federico II: Naples, Campania, IT

2009-07-01 to 2011-06-30 | Post-doc associate researcher (Department of Aerospace Engineering)
Employment
Source: Self-asserted source
Giuliana Pallotta

University of Sannio: Benevento, IT

2010-01 to 2010-12 | Assistant Professor in Environmental Statistics (80 hours) (Mathematics, Physics and Natural Sciences)
Employment
Source: Self-asserted source
Giuliana Pallotta

Agenzia delle entrate: Napoli, Campania, IT

2005-07-01 to 2005-10-31 | process Engineer as an intern (Quality Control)
Employment
Source: Self-asserted source
Giuliana Pallotta

Education and qualifications (5)

University of Washington: Seattle, WA, US

2011-01-15 to 2011-11-01 | Funbright grantee - post-doc research scholar (Department of Industrial Engineering)
Qualification
Source: Self-asserted source
Giuliana Pallotta

University of Naples Federico II: Naples, Campania, IT

2005-11-01 to 2009-01-09 | PhD candidate (Department of Aerospace Engineering)
Qualification
Source: Self-asserted source
Giuliana Pallotta

University of Naples Federico II: Naples, Campania, IT

2005-11-01 to 2009-01-01 | PhD (Department of Aerospace Engineering)
Education
Source: Self-asserted source
Giuliana Pallotta

University of Washington: Seattle, WA, US

2008-08-04 to 2008-11-13 | Visiting Scholar (Department of Mechanical Engineering)
Qualification
Source: Self-asserted source
Giuliana Pallotta

University of Naples Federico II: Naples, Campania, IT

1998-11-01 to 2005-03-31 | MS in Applied Statistics (Department of Aerospace Engineering)
Education
Source: Self-asserted source
Giuliana Pallotta

Professional activities (8)

Lawrence Livermore National Security: Livermore, California, US

2021-03 | • Selected as one of the two LLNL Nominees to attend the National Academy of Engineering FOE 2021 Conference (CED)
Distinction
Source: Self-asserted source
Giuliana Pallotta

Lawrence Livermore National Security: Livermore, California, US

2020-08 | Engineering Directorate Award for excellence in publications (CED)
Distinction
Source: Self-asserted source
Giuliana Pallotta

NATO Science and Technology Organization: Brussels, BE

2020-06-25 | SAS Panel Excellence Award, 2020 in recognition of the outstanding quality of SAS-114's research
Distinction
Source: Self-asserted source
Giuliana Pallotta

Lawrence Livermore National Security: Livermore, California, US

2019-08 | Engineering Directorate Award for excellence in publications (CED)
Distinction
Source: Self-asserted source
Giuliana Pallotta

Lawrence Livermore National Security: Livermore, California, US

2018-08 | Engineering Directorate Award for excellence in publications (CED)
Distinction
Source: Self-asserted source
Giuliana Pallotta

NATO Science and Technology Organization: Brussels, BE

2015-09-09 | Appreciation letter for the provided service (Research Department)
Distinction
Source: Self-asserted source
Giuliana Pallotta

Office of Naval Research Multidisciplinary University Research Initiative: Arlington, VA, US

2012-01 | Navy Research Grant N62909-11-1-7040 (Maritime Situational Awareness)
Distinction
Source: Self-asserted source
Giuliana Pallotta

Fulbright Association: Washington, DC, US

2011-01 | Fulbright grant as a research scholar
Distinction
Source: Self-asserted source
Giuliana Pallotta

Funding (3)

excellence in publications

2021-03 to 2021-03 | Award
Lawrence Livermore National Laboratory (Livermore, California, US)
Source: Self-asserted source
Giuliana Pallotta

for excellence in publications

2020-04 to 2020-04 | Award
Lawrence Livermore National Laboratory (Livermore, California, US)
Source: Self-asserted source
Giuliana Pallotta

An Innovative Bayesian Approach to Reliability Control

2011-01 to 2011-11 | Grant
US-Italy Fulbright Commission (Rome, Italy, IT)
Source: Self-asserted source
Giuliana Pallotta

Works (29)

Uncertainty Handling for Maritime Route Deviation

Guide to Maritime Informatics
2021 | Book chapter
Part of ISBN: 9783030618513
Part of ISBN: 9783030618520
Source: Self-asserted source
Giuliana Pallotta

Machine Learning Emulation of Spatial Deposition from a Multi-Physics Ensemble of Weather and Atmospheric Transport Models

Atmosphere (Basel)
2021-07 | Journal article
OTHER-ID: 1810182
Contributors: Gunawardena, Nipun (ORCID:0000000241102527); ; Pallotta, Giuliana (ORCID:0000000310286287); ; Simpson, Matthew; ; Lucas, Donald D. (ORCID:0000000246496967)
Source: Self-asserted source
Giuliana Pallotta via DOE OSTI.GOV
grade
Preferred source (of 2)‎

On the robustness of the evaluation of ENSO in climate models: How many ensemble members are needed?

[]
2021-07-12 | Preprint
Source: Self-asserted source
Giuliana Pallotta

Advancing the Predictability of Water Cycle Phenomena via the Application of AI to Model Ensemble Simulations and Observations

2021-04 | Report
OTHER-ID: 1769656
Contributors: Klein, Stephen ; ; Barnes, Elizabeth ; ; Bonfils, Céline ; ; Durack, Paul ; ; Goncalves, André ; ; Hall, Alex ; ; Lee, Jiwoo ; ; Ma, His-Yen ; ; Madakumbura, Gavin ; ; Ordoñez, Ana ; et al.
Source: Self-asserted source
Giuliana Pallotta via DOE OSTI.GOV

Erratum: Quantifying stochastic uncertainty in detection time of human-caused climate signals (Proceedings of the National Academy of Sciences of the United States of America (2019) 116 (19821–19827) DOI: 10.1073/pnas.1904586116)

Proceedings of the National Academy of Sciences of the United States of America
2020 | Journal article
EID:

2-s2.0-85079018746

Part of ISSN: 10916490 00278424
Contributors: Santer, B.D.; Fyfe, J.C.; Solomon, S.; Painter, J.F.; Pallotta, G.; Zelinka, M.D.; Bonfils, C.
Source: Self-asserted source
Giuliana Pallotta via Scopus - Elsevier

Multi-frequency analysis of simulated versus observed variability in tropospheric temperature

Journal of Climate
2020 | Journal article
EID:

2-s2.0-85096895852

Part of ISSN: 08948755
Contributors: Pallotta, G.; Santer, B.D.
Source: Self-asserted source
Giuliana Pallotta via Scopus - Elsevier

Jitter-induced Max-of-N fluence distribution at the National Ignition Facility

Optical Engineering
2020-11 | Journal article
OTHER-ID: 1729733
Contributors: Liao, Zhi M. (ORCID:0000000197358137); ; Carr, Christopher W. ; ; Pallotta, Giuliana ; ; Williams, Wade ; ; Wegner, Paul
Source: Self-asserted source
Giuliana Pallotta via DOE OSTI.GOV
grade
Preferred source (of 2)‎

CMIP5: a Monte Carlo assessment of changes in summertime precipitation characteristics under RCP8.5-sensitivity to annual cycle fidelity, overconfidence, and gaussianity

Climate Dynamics
2020-01 | Journal article
OTHER-ID: 1598106
Contributors: Sperber, Kenneth R. (ORCID:0000000185859786); ; Annamalai, H. ; ; Pallotta, Giuliana (ORCID:0000000310286287)
Source: Self-asserted source
Giuliana Pallotta via DOE OSTI.GOV
grade
Preferred source (of 2)‎

Quantifying stochastic uncertainty in detection time of human-caused climate signals

Proceedings of the National Academy of Sciences of the United States of America
2019 | Journal article
EID:

2-s2.0-85072778034

Part of ISSN: 10916490 00278424
Contributors: Santer, B.D.; Fyfe, J.C.; Solomon, S.; Painter, J.F.; Bonfils, C.; Pallotta, G.; Zelinka, M.D.
Source: Self-asserted source
Giuliana Pallotta via Scopus - Elsevier

Dissecting uncertainty handling techniques: Illustration on maritime anomaly detection

Journal of Advances in Information Fusion
2018 | Journal article
EID:

2-s2.0-85072526583

Part of ISSN: 15576418
Contributors: Jousselme, A.-L.; Pallotta, G.
Source: Self-asserted source
Giuliana Pallotta via Scopus - Elsevier

Human influence on the seasonal cycle of tropospheric temperature

Science
2018 | Journal article
EID:

2-s2.0-85050518972

Contributors: Santer, B.D.; Po-Chedley, S.; Zelinka, M.D.; Cvijanovic, I.; Bonfils, C.; Durack, P.J.; Fu, Q.; Kiehl, J.; Mears, C.; Painter, J. et al.
Source: Self-asserted source
Giuliana Pallotta via Scopus - Elsevier

Maritime anomaly detection: A review

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
2018 | Journal article
EID:

2-s2.0-85051797167

Contributors: Riveiro, M.; Pallotta, G.; Vespe, M.
Source: Self-asserted source
Giuliana Pallotta via Scopus - Elsevier

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

IEEE Transactions on Intelligent Transportation Systems
2018 | Journal article
EID:

2-s2.0-85020125608

Contributors: Fernandez Arguedas, V.; Pallotta, G.; Vespe, M.
Source: Self-asserted source
Giuliana Pallotta via Scopus - Elsevier

The performance of semi-empirical Bayesian control charts for monitoring Weibull data

Quality Technology and Quantitative Management
2018 | Journal article
EID:

2-s2.0-85016975515

Contributors: Erto, P.; Pallotta, G.; Palumbo, B.; Mastrangelo, C.M.
Source: Self-asserted source
Giuliana Pallotta via Scopus - Elsevier

Causes of differences in model and satellite tropospheric warming rates

Nature Geoscience
2017 | Journal article
EID:

2-s2.0-85021792965

Contributors: Santer, B.D.; Fyfe, J.C.; Pallotta, G.; Flato, G.M.; Meehl, G.A.; England, M.H.; Hawkins, E.; Mann, M.E.; Painter, J.F.; Bonfils, C. et al.
Source: Self-asserted source
Giuliana Pallotta via Scopus - Elsevier

Comparing tropospheric warming in climate models and satellite data

Journal of Climate
2017 | Journal article
EID:

2-s2.0-85008214377

Contributors: Santer, B.D.; Solomon, S.; Pallotta, G.; Mears, C.; Po-Chedley, S.; Fu, Q.; Wentz, F.; Zou, C.-Z.; Painter, J.; Cvijanovic, I. et al.
Source: Self-asserted source
Giuliana Pallotta via Scopus - Elsevier

Context-aided analysis of community evolution in networks

Statistical Analysis and Data Mining
2017 | Journal article
EID:

2-s2.0-85029458735

Contributors: Pallotta, G.; Konjevod, G.; Cadena, J.; Nguyen, P.
Source: Self-asserted source
Giuliana Pallotta via Scopus - Elsevier
grade
Preferred source (of 2)‎

A Semi-empirical Bayesian Chart to Monitor Weibull Percentiles

Scandinavian Journal of Statistics
2015 | Journal article
EID:

2-s2.0-84939155015

Contributors: Erto, P.; Pallotta, G.; Mastrangelo, C.M.
Source: Self-asserted source
Giuliana Pallotta via Scopus - Elsevier

Data-driven detection and context-based classification of maritime anomalies

2015 18th International Conference on Information Fusion, Fusion 2015
2015 | Conference paper
EID:

2-s2.0-84960510218

Contributors: Pallotta, G.; Jousselme, A.-L.
Source: Self-asserted source
Giuliana Pallotta via Scopus - Elsevier

Dissecting uncertainty-based fusion techniques for maritime anomaly detection

2015 18th International Conference on Information Fusion, Fusion 2015
2015 | Conference paper
EID:

2-s2.0-84960517001

Contributors: Jousselme, A.-L.; Pallotta, G.
Source: Self-asserted source
Giuliana Pallotta via Scopus - Elsevier

Mining maritime vessel traffic: Promises, challenges, techniques

MTS/IEEE OCEANS 2015 - Genova: Discovering Sustainable Ocean Energy for a New World
2015 | Conference paper
EID:

2-s2.0-84957648143

Contributors: Cazzanti, L.; Pallotta, G.
Source: Self-asserted source
Giuliana Pallotta via Scopus - Elsevier

Optimization of surveillance vessel network planning in maritime command and control systems by fusing METOC & AIS vessel traffic information

MTS/IEEE OCEANS 2015 - Genova: Discovering Sustainable Ocean Energy for a New World
2015 | Conference paper
EID:

2-s2.0-84957622098

Contributors: Fabbri, T.; Vicen-Bueno, R.; Grasso, R.; Pallotta, G.; Millefiori, L.M.; Cazzanti, L.
Source: Self-asserted source
Giuliana Pallotta via Scopus - Elsevier

Validation of the Ornstein-Uhlenbeck route propagation model in the Mediterranean Sea

MTS/IEEE OCEANS 2015 - Genova: Discovering Sustainable Ocean Energy for a New World
2015 | Conference paper
EID:

2-s2.0-84957630023

Contributors: Millefiori, L.M.; Pallotta, G.; Braca, P.; Horn, S.; Bryan, K.
Source: Self-asserted source
Giuliana Pallotta via Scopus - Elsevier

Automatic generation of geographical networks for maritime traffic surveillance

FUSION 2014 - 17th International Conference on Information Fusion
2014 | Conference paper
EID:

2-s2.0-84910609370

Contributors: Arguedas, V.F.; Pallotta, G.; Vespe, M.
Source: Self-asserted source
Giuliana Pallotta via Scopus - Elsevier

Context-enhanced vessel prediction based on Ornstein-Uhlenbeck processes using historical AIS traffic patterns: Real-world experimental results

FUSION 2014 - 17th International Conference on Information Fusion
2014 | Conference paper
EID:

2-s2.0-84910650903

Contributors: Pallotta, G.; Horn, S.; Braca, P.; Bryan, K.
Source: Self-asserted source
Giuliana Pallotta via Scopus - Elsevier

Operational use of SAR detections for enhancing maritime anomaly detection

Proceedings of the Institute of Acoustics
2014 | Conference paper
EID:

2-s2.0-84907902029

Contributors: Pallotta, G.; Millefiori, L.M.; Bryan, K.
Source: Self-asserted source
Giuliana Pallotta via Scopus - Elsevier

Traffic knowledge discovery from AIS data

Proceedings of the 16th International Conference on Information Fusion, FUSION 2013
2013 | Conference paper
EID:

2-s2.0-84890825016

Contributors: Pallotta, G.; Vespe, M.; Bryan, K.
Source: Self-asserted source
Giuliana Pallotta via Scopus - Elsevier

Vessel pattern knowledge discovery from AIS data: A framework for anomaly detection and route prediction

Entropy
2013 | Journal article
EID:

2-s2.0-84880029498

Contributors: Pallotta, G.; Vespe, M.; Bryan, K.
Source: Self-asserted source
Giuliana Pallotta via Scopus - Elsevier

An example of Data Technology product: A control chart for Weibull processes

International Statistical Review
2008 | Journal article
EID:

2-s2.0-50049089185

Contributors: Erto, P.; Pallotta, G.; Park, S.H.
Source: Self-asserted source
Giuliana Pallotta via Scopus - Elsevier

Peer review (2 reviews for 2 publications/grants)

Review activity for Geophysical research letters. (1)
Review activity for Wirtschaftsinformatik. (1)