{"id":"https://openalex.org/W2156675633","doi":"https://doi.org/10.1007/s00180-015-0559-9","title":"Identifying Berlin\u2019s land value map using adaptive weights smoothing","display_name":"Identifying Berlin\u2019s land value map using adaptive weights smoothing","publication_year":2015,"publication_date":"2015-02-24","ids":{"openalex":"https://openalex.org/W2156675633","doi":"https://doi.org/10.1007/s00180-015-0559-9","mag":"2156675633"},"language":"en","primary_location":{"id":"doi:10.1007/s00180-015-0559-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00180-015-0559-9","pdf_url":null,"source":{"id":"https://openalex.org/S8500805","display_name":"Computational Statistics","issn_l":"0943-4062","issn":["0943-4062","1613-9658"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Statistics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042062095","display_name":"Jens Kolbe","orcid":"https://orcid.org/0000-0003-0342-8128"},"institutions":[{"id":"https://openalex.org/I39343248","display_name":"Humboldt-Universit\u00e4t zu Berlin","ror":"https://ror.org/01hcx6992","country_code":"DE","type":"education","lineage":["https://openalex.org/I39343248"]},{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]},{"id":"https://openalex.org/I122228004","display_name":"HTW Berlin - University of Applied Sciences","ror":"https://ror.org/01xzwj424","country_code":"DE","type":"education","lineage":["https://openalex.org/I122228004"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jens Kolbe","raw_affiliation_strings":["Collaborative Research Center 649 Economic Risk, Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","Institut f\u00fcr Volkswirtschaftslehre und Wirtschaftsrecht, Technische Universit\u00e4t Berlin, Stra\u00dfe des 17. Juni 135, 10623, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Collaborative Research Center 649 Economic Risk, Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I39343248"]},{"raw_affiliation_string":"Institut f\u00fcr Volkswirtschaftslehre und Wirtschaftsrecht, Technische Universit\u00e4t Berlin, Stra\u00dfe des 17. Juni 135, 10623, Berlin, Germany","institution_ids":["https://openalex.org/I122228004","https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102710699","display_name":"Rainer Schulz","orcid":"https://orcid.org/0009-0000-5741-9070"},"institutions":[{"id":"https://openalex.org/I195460627","display_name":"University of Aberdeen","ror":"https://ror.org/016476m91","country_code":"GB","type":"education","lineage":["https://openalex.org/I195460627"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rainer Schulz","raw_affiliation_strings":["University of Aberdeen Business School, Edward Wright Building, Dunbar Street, Aberdeen, AB24 3QY, UK"],"affiliations":[{"raw_affiliation_string":"University of Aberdeen Business School, Edward Wright Building, Dunbar Street, Aberdeen, AB24 3QY, UK","institution_ids":["https://openalex.org/I195460627"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079624739","display_name":"Martin Wersing","orcid":null},"institutions":[{"id":"https://openalex.org/I195460627","display_name":"University of Aberdeen","ror":"https://ror.org/016476m91","country_code":"GB","type":"education","lineage":["https://openalex.org/I195460627"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Martin Wersing","raw_affiliation_strings":["University of Aberdeen Business School, Edward Wright Building, Dunbar Street, Aberdeen, AB24 3QY, UK"],"affiliations":[{"raw_affiliation_string":"University of Aberdeen Business School, Edward Wright Building, Dunbar Street, Aberdeen, AB24 3QY, UK","institution_ids":["https://openalex.org/I195460627"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082430461","display_name":"Axel Werwatz","orcid":"https://orcid.org/0009-0005-1221-6794"},"institutions":[{"id":"https://openalex.org/I122228004","display_name":"HTW Berlin - University of Applied Sciences","ror":"https://ror.org/01xzwj424","country_code":"DE","type":"education","lineage":["https://openalex.org/I122228004"]},{"id":"https://openalex.org/I39343248","display_name":"Humboldt-Universit\u00e4t zu Berlin","ror":"https://ror.org/01hcx6992","country_code":"DE","type":"education","lineage":["https://openalex.org/I39343248"]},{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Axel Werwatz","raw_affiliation_strings":["Collaborative Research Center 649 Economic Risk, Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","Institut f\u00fcr Volkswirtschaftslehre und Wirtschaftsrecht, Technische Universit\u00e4t Berlin, Stra\u00dfe des 17. Juni 135, 10623, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Collaborative Research Center 649 Economic Risk, Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I39343248"]},{"raw_affiliation_string":"Institut f\u00fcr Volkswirtschaftslehre und Wirtschaftsrecht, Technische Universit\u00e4t Berlin, Stra\u00dfe des 17. Juni 135, 10623, Berlin, Germany","institution_ids":["https://openalex.org/I122228004","https://openalex.org/I4577782"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5042062095"],"corresponding_institution_ids":["https://openalex.org/I122228004","https://openalex.org/I39343248","https://openalex.org/I4577782"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":16.09,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.98612548,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"30","issue":"3","first_page":"767","last_page":"790"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10632","display_name":"Housing Market and Economics","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10632","display_name":"Housing Market and Economics","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9307000041007996,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.7506974935531616},{"id":"https://openalex.org/keywords/real-estate","display_name":"Real estate","score":0.6559702754020691},{"id":"https://openalex.org/keywords/hedonic-regression","display_name":"Hedonic regression","score":0.5907400250434875},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5003516674041748},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.4847649931907654},{"id":"https://openalex.org/keywords/piecewise","display_name":"Piecewise","score":0.48267367482185364},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.4641711711883545},{"id":"https://openalex.org/keywords/land-values","display_name":"Land Values","score":0.4434017837047577},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.44104284048080444},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.42251184582710266},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4198583960533142},{"id":"https://openalex.org/keywords/database-transaction","display_name":"Database transaction","score":0.412083238363266},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3974822163581848},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3945775032043457},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.3704422116279602},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.230348140001297},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14187312126159668},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10545217990875244},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.09482771158218384},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.08650028705596924}],"concepts":[{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.7506974935531616},{"id":"https://openalex.org/C82279013","wikidata":"https://www.wikidata.org/wiki/Q684740","display_name":"Real estate","level":2,"score":0.6559702754020691},{"id":"https://openalex.org/C2778479189","wikidata":"https://www.wikidata.org/wiki/Q388056","display_name":"Hedonic regression","level":2,"score":0.5907400250434875},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5003516674041748},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4847649931907654},{"id":"https://openalex.org/C164660894","wikidata":"https://www.wikidata.org/wiki/Q2037833","display_name":"Piecewise","level":2,"score":0.48267367482185364},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.4641711711883545},{"id":"https://openalex.org/C2778506879","wikidata":"https://www.wikidata.org/wiki/Q17112246","display_name":"Land Values","level":3,"score":0.4434017837047577},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.44104284048080444},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.42251184582710266},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4198583960533142},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.412083238363266},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3974822163581848},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3945775032043457},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.3704422116279602},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.230348140001297},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14187312126159668},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10545217990875244},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09482771158218384},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.08650028705596924},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s00180-015-0559-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00180-015-0559-9","pdf_url":null,"source":{"id":"https://openalex.org/S8500805","display_name":"Computational Statistics","issn_l":"0943-4062","issn":["0943-4062","1613-9658"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Statistics","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:compst:v:30:y:2015:i:3:p:767-790","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1007/s00180-015-0559-9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:aura.abdn.ac.uk:2164/12028","is_oa":false,"landing_page_url":"http://hdl.handle.net/2164/12028","pdf_url":null,"source":{"id":"https://openalex.org/S4306400966","display_name":"Aberdeen University Research Archive (Aberdeen University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I195460627","host_organization_name":"University of Aberdeen","host_organization_lineage":["https://openalex.org/I195460627"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W176541741","https://openalex.org/W1490072794","https://openalex.org/W1515242697","https://openalex.org/W2000953144","https://openalex.org/W2031314447","https://openalex.org/W2043160365","https://openalex.org/W2063667201","https://openalex.org/W2065274576","https://openalex.org/W2101984093","https://openalex.org/W3121797064","https://openalex.org/W3122045878","https://openalex.org/W3122644537"],"related_works":["https://openalex.org/W2913290143","https://openalex.org/W1911417376","https://openalex.org/W1621619261","https://openalex.org/W2337331337","https://openalex.org/W3122512753","https://openalex.org/W2186529494","https://openalex.org/W3126125728","https://openalex.org/W2168411496","https://openalex.org/W3123304597","https://openalex.org/W4303104341"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}