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Scopus Author ID: 57209474417

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Canada

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Education and qualifications (3)

Simon Fraser University: Burnaby, British Columbia, CA

2019-09-01 to present | PhD Candidate (Department of Geography)
Education
Source: Self-asserted source
Alysha van Duynhoven

Simon Fraser University: Burnaby, BC, CA

2018-09-01 to 2019-08-30 | Master of Science (Department of Geography)
Education
Source: Self-asserted source
Alysha van Duynhoven

Simon Fraser University: Burnaby, BC, CA

2012-09-01 to 2018-04-12 | Bachelor of Science (Department of Computing Science)
Education
Source: Self-asserted source
Alysha van Duynhoven

Works (8)

Machine Learning for Criteria Weighting in GIS-Based Multi-Criteria Evaluation: A Case Study of Urban Suitability Analysis

Land
2024-08-15 | Journal article
DOI: 10.3390/land13081288
Contributors: Lan Qing Zhao; Alysha van Duynhoven; Suzana Dragićević
Source: check_circle
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The Geographic Automata Tool: A New General-Purpose Geosimulation Extension for ArcGIS Pro

Applied Sciences
2024-07-26 | Journal article
DOI: 10.3390/app14156530
Contributors: Alysha van Duynhoven; Suzana Dragićević
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A landscape metrics-based sample weighting approach for forecasting land cover change with deep learning models

Geocarto International
2023-12-31 | Journal article
DOI: 10.1080/10106049.2023.2240283
Contributors: Alysha van Duynhoven; Suzana Dragićević
Source: check_circle
Crossref

Mitigating Imbalance of Land Cover Change Data for Deep Learning Models with Temporal and Spatiotemporal Sample Weighting Schemes

ISPRS International Journal of Geo-Information
2022-11-23 | Journal article
DOI: 10.3390/ijgi11120587
Contributors: Alysha van Duynhoven; Suzana Dragićević
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Assessing the Impact of Neighborhood Size on Temporal Convolutional Networks for Modeling Land Cover Change

Remote Sensing
2022-10-04 | Journal article
DOI: 10.3390/rs14194957
Contributors: Alysha van Duynhoven; Suzana Dragićević
Source: check_circle
Crossref

Exploring the sensitivity of recurrent neural network models for forecasting land cover change

Land
2021 | Journal article
DOI: 10.3390/land10030282
EID:

2-s2.0-85102919189

Part of ISSN: 2073445X
Contributors: van Duynhoven, A.; Dragićević, S.
Source: Self-asserted source
Alysha van Duynhoven via Scopus - Elsevier

Analyzing the effects of temporal resolution and classification confidence for modeling land cover change with long short-term memory networks

Remote Sensing
2019 | Journal article
DOI: 10.3390/rs11232784
EID:

2-s2.0-85076565323

Part of ISSN: 20724292
Contributors: van Duynhoven, A.; Dragićević, S.
Source: Self-asserted source
Alysha van Duynhoven via Scopus - Elsevier

Spatially exploring the intersection of socioeconomic status and Canadian cancer-related medical crowdfunding campaigns

BMJ Open
2019 | Journal article
DOI: 10.1136/bmjopen-2018-026365
EID:

2-s2.0-85067873562

Part of ISSN: 20446055
Contributors: Van Duynhoven, A.; Lee, A.; Michel, R.; Snyder, J.; Crooks, V.; Chow-White, P.; Schuurman, N.
Source: Self-asserted source
Alysha van Duynhoven via Scopus - Elsevier

Peer review (5 reviews for 2 publications/grants)

Review activity for International journal of applied earth observation and geoinformation. (2)
Review activity for SoftwareX. (3)
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