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Benjamin Lucas
ORCID
Publication Activity (10 Years)
Years Active: 2014-2024
Publications (10 Years): 18
Top Topics
Emergency Department
Deep Learning
Domain Adaptation
Neighborhood Graph
Top Venues
CoRR
Data Min. Knowl. Discov.
Mach. Learn.
MultiTemp
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Publications
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Behzad Vahedi
,
Benjamin Lucas
,
Farnoush Banaei-Kashani
,
Andrew P. Barrett
,
Walter N. Meier
,
Siri Jodha S. Khalsa
,
Morteza Karimzadeh
Partial Label Learning with Focal Loss for Sea Ice Classification Based on Ice Charts.
CoRR
(2024)
Behzad Vahedi
,
Benjamin Lucas
,
Farnoush Banaei Kashani
,
Andrew P. Barrett
,
Walter N. Meier
,
Siri Jodha Singh Khalsa
,
Morteza Karimzadeh
Partial Label Learning With Focal Loss for Sea Ice Classification Based on Ice Charts.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
17 (2024)
Benjamin Lucas
,
Behzad Vahedi
,
Morteza Karimzadeh
A spatiotemporal machine learning approach to forecasting COVID-19 incidence at the county level in the USA.
Int. J. Data Sci. Anal.
15 (3) (2023)
Benjamin Lucas
,
Charlotte Pelletier
,
Daniel F. Schmidt
,
Geoffrey I. Webb
,
François Petitjean
A Bayesian-inspired, deep learning-based, semi-supervised domain adaptation technique for land cover mapping.
Mach. Learn.
112 (6) (2023)
Benjamin Lucas
,
Behzad Vahedi
,
Morteza Karimzadeh
A spatiotemporal machine learning approach to forecasting COVID-19 incidence at the county level in the United States.
CoRR
(2021)
Benjamin Lucas
,
Charlotte Pelletier
,
Daniel F. Schmidt
,
Geoffrey I. Webb
,
François Petitjean
A Bayesian-inspired, deep learning, semi-supervised domain adaptation technique for land cover mapping.
CoRR
(2020)
Benjamin Lucas
,
Brendan Elliot
,
Todd Landman
Online Information Search During COVID-19.
CoRR
(2020)
Georgiana Nica-Avram
,
John Harvey
,
James Goulding
,
Benjamin Lucas
,
Andrew Smith
,
Gavin Smith
,
Bertrand Perrat
FIMS: Identifying, Predicting and Visualising Food Insecurity.
WWW (Companion Volume)
(2020)
Hassan Ismail Fawaz
,
Benjamin Lucas
,
Germain Forestier
,
Charlotte Pelletier
,
Daniel F. Schmidt
,
Jonathan Weber
,
Geoffrey I. Webb
,
Lhassane Idoumghar
,
Pierre-Alain Muller
,
François Petitjean
InceptionTime: Finding AlexNet for time series classification.
Data Min. Knowl. Discov.
34 (6) (2020)
Benjamin Lucas
,
Charlotte Pelletier
,
Daniel F. Schmidt
,
Geoffrey I. Webb
,
François Petitjean
Unsupervised Domain Adaptation Techniques for Classification of Satellite Image Time Series.
IGARSS
(2020)
Benjamin Lucas
,
Charlotte Pelletier
,
Jordi Inglada
,
Daniel F. Schmidt
,
Geoffrey I. Webb
,
François Petitjean
Exploring Data Quantity Requirements for Domain Adaptation in the Classification of Satellite Image Time Series.
MultiTemp
(2019)
Benjamin Lucas
,
Ahmed Shifaz
,
Charlotte Pelletier
,
Lachlan O'Neill
,
Nayyar Abbas Zaidi
,
Bart Goethals
,
François Petitjean
,
Geoffrey I. Webb
Proximity Forest: an effective and scalable distance-based classifier for time series.
Data Min. Knowl. Discov.
33 (3) (2019)
Hassan Ismail Fawaz
,
Benjamin Lucas
,
Germain Forestier
,
Charlotte Pelletier
,
Daniel F. Schmidt
,
Jonathan Weber
,
Geoffrey I. Webb
,
Lhassane Idoumghar
,
Pierre-Alain Muller
,
François Petitjean
InceptionTime: Finding AlexNet for Time Series Classification.
CoRR
(2019)
Ronny Otto
,
Wiebke Schirrmeister
,
Raphael W. Majeed
,
Felix Greiner
,
Benjamin Lucas
,
Rainer Röhrig
,
Felix Walcher
,
Dominik Brammen
Implementation of Emergency Department Performance Benchmarking Using R and LaTeX.
GMDS
(2019)
Alessandro Montanari
,
Tian Zhao
,
Elena Francu
,
Benjamin Lucas
,
Brian Jones
,
Xia Zhou
,
Cecilia Mascolo
Measuring Interaction Proxemics with Wearable Light Tags.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
2 (1) (2018)
Dominik Brammen
,
Paul Eggert
,
Benjamin Lucas
,
Laura Heermann Langford
,
James C. McClay
Comparing the German Emergency Department Medical Record with the US HL7 Data Elements for Emergency Department Systems.
MIE
(2018)
Benjamin Lucas
,
Ahmed Shifaz
,
Charlotte Pelletier
,
Lachlan O'Neill
,
Nayyar Abbas Zaidi
,
Bart Goethals
,
François Petitjean
,
Geoffrey I. Webb
Proximity Forest: An effective and scalable distance-based classifier for time series.
CoRR
(2018)
Natalie Jane de Vries
,
Ahmed Shamsul Arefin
,
Luke Mathieson
,
Benjamin Lucas
,
Pablo Moscato
Relative Neighborhood Graphs Uncover the Dynamics of Social Media Engagement.
ADMA
(2016)
Benjamin Lucas
,
Ahmed Shamsul Arefin
,
Natalie Jane de Vries
,
Regina Berretta
,
Jamie Carlson
,
Pablo Moscato
Engagement in Motion: Exploring Short Term Dynamics in Page-Level Social Media Metrics.
BDCloud
(2014)