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Jens Ulken

Forschungszentrum Jülich GmbH

SCHOLARLY PAPERS

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2

Scholarly Papers (1)

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Generating a Nationwide Residential Building Types Dataset Using Machine Learning

Downloads 91 (742,061)
Citation 2

Generating a Nationwide Residential Building Types Dataset Using Machine Learning

Number of pages: 37 Posted: 03 Jul 2024
Kristina Dabrock, Jens Ulken, Noah Pflugradt, Jann Michael Weinand and Detlef Stolten
Research Centre Jülich, Forschungszentrum Jülich GmbH, Research Centre Jülich, Karlsruhe Institute of Technology - Institute for Industrial Production (IIP) and RWTH Aachen University
Downloads 49 (1,095,444)

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XGBoost, TABULA typology, residential buildings, data imputation, building data, refurbishment state, construction year, size class, Building archetypes

Generating a Nationwide Residential Building Types Dataset Using Machine Learning

Number of pages: 36 Posted: 29 Oct 2024
Kristina Dabrock, Jens Ulken, Noah Pflugradt, Jann Michael Weinand and Detlef Stolten
Research Centre Jülich, Forschungszentrum Jülich GmbH, Research Centre Jülich, Karlsruhe Institute of Technology - Institute for Industrial Production (IIP) and RWTH Aachen University
Downloads 42 (1,196,631)
Citation 2

Abstract:

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XGBoost, TABULA typology, building data, refurbishment state, construction year, size class