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  • Search: subject:"Spatial machine learning"
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Year of publication
Subject
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Artificial intelligence 6 Künstliche Intelligenz 6 Regional economics 3 Regionalökonomik 3 Räumliche Interaktion 3 Spatial interaction 3 spatial machine learning 3 Crash frequency 2 German Autobahn 2 Regional cluster 2 Regionales Cluster 2 Spatial machine learning 2 causal forest 2 causal machine learning 2 speed limits 2 Behavioral health 1 Bootstrap approach 1 Bootstrap-Verfahren 1 Causality analysis 1 Chicago 1 Cluster analysis 1 Clusteranalyse 1 Correlation 1 Deep clustering 1 Deutschland 1 Driving speed 1 Entity embedding 1 Fahrgeschwindigkeit 1 GeoAI 1 Germany 1 Gesundheit 1 Health 1 Hedonic price index 1 Hedonischer Preisindex 1 Immobilienpreis 1 Kausalanalyse 1 Korrelation 1 Neighborhood 1 Penalized Regression Splines 1 Physical inactivity prevalence 1
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Online availability
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Free 7 CC license 1
Type of publication
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Book / Working Paper 4 Article 3
Type of publication (narrower categories)
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Working Paper 4 Arbeitspapier 3 Article in journal 3 Aufsatz in Zeitschrift 3 Graue Literatur 3 Non-commercial literature 3
Language
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English 7
Author
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Metz-Peeters, Maike 2 Alessio, Bumbea 1 Andrea, Mazzitelli 1 Annamaria, Giuffrida 1 Credit, Kevin 1 Georganos, Stefanos 1 Giuseppe, Espa 1 Kopczewska, Katarzyna 1 Lotfata, Aynaz 1 Pfeifer, Norbert 1 Steurer, Miriam 1
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Published in...
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Journal of geographical systems : geographical information, analysis, theory, and decision 2 Graz economics papers : GEP 1 Regional science policy and practice : RSPP 1 Ruhr Economic Papers 1 Ruhr economic papers 1 Working papers 1
Source
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ECONIS (ZBW) 6 EconStor 1
Showing 1 - 7 of 7
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Spatial bootstrapping using deep clustering methods : spatial machine learning applied to Lombardy high-tech businesses
Alessio, Bumbea; Andrea, Mazzitelli; Annamaria, Giuffrida; … - In: Regional science policy and practice : RSPP 17 (2025) 12, pp. 1-15
and complex attribute relationships during resampling. In this work, we introduce a novel framework in the Spatial Machine … Learning domain that leverages deep learning techniques to enhance stratified bootstrap procedures for spatial data. Deep …
Persistent link: https://www.econbiz.de/10015640961
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Stabilizing geo-spatial surfaces in data-sparse regions : an application to residential property prices
Pfeifer, Norbert; Steurer, Miriam - 2024
Persistent link: https://www.econbiz.de/10015077674
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Introduction to the special issue on spatial machine learning
Credit, Kevin - In: Journal of geographical systems : geographical … 26 (2024) 4, pp. 451-460
Persistent link: https://www.econbiz.de/10015182145
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Spatial machine learning for predicting physical inactivity prevalence from socioecological determinants in Chicago, Illinois, USA
Lotfata, Aynaz; Georganos, Stefanos - In: Journal of geographical systems : geographical … 26 (2024) 4, pp. 461-481
Persistent link: https://www.econbiz.de/10015182179
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The Effects of Mandatory Speed Limits on Crash Frequency - A Causal Machine Learning Approach
Metz-Peeters, Maike - 2023
This study analyzes the effects of binding speed limits on crash frequency on German motorways. Various geo-spatial data sources are merged to a new data set providing rich information on roadway characteristics for 500-meter segments of large parts of the German motorway network. The empirical...
Persistent link: https://www.econbiz.de/10013504542
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The effects of mandatory speed limits on crash frequency : a causal machine learning approach
Metz-Peeters, Maike - 2022
This study analyzes the effects of binding speed limits on crash frequency on German motorways. Various geo-spatial data sources are merged to a new data set providing rich information on roadway characteristics for 500-meter segments of large parts of the German motorway network. The empirical...
Persistent link: https://www.econbiz.de/10013413235
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Spatial machine learning : new opportunities for regional science
Kopczewska, Katarzyna - 2021
Persistent link: https://www.econbiz.de/10012795206
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