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Benjamin Lucas
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2020 – today
- 2024
- [j6]Behzad Vahedi
, Benjamin Lucas
Partial Label Learning With Focal Loss for Sea Ice Classification Based on Ice Charts. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 13616-13633 (2024) - [i6]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 abs/2406.03645 (2024) - 2023
- [j5]Benjamin Lucas
A spatiotemporal machine learning approach to forecasting COVID-19 incidence at the county level in the USA. Int. J. Data Sci. Anal. 15(3): 247-266 (2023) - [j4]Benjamin Lucas
A Bayesian-inspired, deep learning-based, semi-supervised domain adaptation technique for land cover mapping. Mach. Learn. 112(6): 1941-1973 (2023) - 2021
- [b1]Benjamin Lucas:
Machine Learning Technologies for Enabling Earth Observation. Monash University, Australia, 2021 - [i5]Benjamin Lucas
A spatiotemporal machine learning approach to forecasting COVID-19 incidence at the county level in the United States. CoRR abs/2109.12094 (2021) - 2020
- [j3]Hassan Ismail Fawaz
InceptionTime: Finding AlexNet for time series classification. Data Min. Knowl. Discov. 34(6): 1936-1962 (2020) - [c7]Benjamin Lucas
Unsupervised Domain Adaptation Techniques for Classification of Satellite Image Time Series. IGARSS 2020: 1074-1077 - [c6]Georgiana Nica-Avram
FIMS: Identifying, Predicting and Visualising Food Insecurity. WWW (Companion Volume) 2020: 190-193 - [i4]Benjamin Lucas, Brendan Elliot, Todd Landman:
Online Information Search During COVID-19. CoRR abs/2004.07183 (2020) - [i3]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 abs/2005.11930 (2020)
2010 – 2019
- 2019
- [j2]Benjamin Lucas
Proximity Forest: an effective and scalable distance-based classifier for time series. Data Min. Knowl. Discov. 33(3): 607-635 (2019) - [c5]Ronny Otto, Wiebke Schirrmeister, Raphael W. Majeed
Implementation of Emergency Department Performance Benchmarking Using R and LaTeX. GMDS 2019: 238-246 - [c4]Benjamin Lucas
Exploring Data Quantity Requirements for Domain Adaptation in the Classification of Satellite Image Time Series. MultiTemp 2019: 1-4 - [i2]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 abs/1909.04939 (2019) - 2018
- [j1]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): 25:1-25:30 (2018) - [c3]Dominik Brammen
Comparing the German Emergency Department Medical Record with the US HL7 Data Elements for Emergency Department Systems. MIE 2018: 216-220 - [i1]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 abs/1808.10594 (2018) - 2016
- [c2]Natalie Jane de Vries, Ahmed Shamsul Arefin, Luke Mathieson
Relative Neighborhood Graphs Uncover the Dynamics of Social Media Engagement. ADMA 2016: 283-297 - 2014
- [c1]Benjamin Lucas, Ahmed Shamsul Arefin, Natalie Jane de Vries, Regina Berretta
Engagement in Motion: Exploring Short Term Dynamics in Page-Level Social Media Metrics. BDCloud 2014: 334-341
Coauthor Index
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