{"id":"https://openalex.org/W25500728","doi":"https://doi.org/10.1007/978-3-642-23935-9_14","title":"Investigation of Random Subspace and Random Forest Methods Applied to Property Valuation Data","display_name":"Investigation of Random Subspace and Random Forest Methods Applied to Property Valuation Data","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W25500728","doi":"https://doi.org/10.1007/978-3-642-23935-9_14","mag":"25500728"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-23935-9_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-23935-9_14","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5062315901","display_name":"Tadeusz Lasota","orcid":"https://orcid.org/0000-0001-8239-301X"},"institutions":[{"id":"https://openalex.org/I27912750","display_name":"Wroclaw University of Environmental and Life Sciences","ror":"https://ror.org/05cs8k179","country_code":"PL","type":"education","lineage":["https://openalex.org/I27912750"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Tadeusz Lasota","raw_affiliation_strings":["Dept. of Spatial Management, Wroc\u0142aw University of Environmental and Life Sciences, ul. Norwida 25/27, 50-375, Wroclaw, Poland"],"affiliations":[{"raw_affiliation_string":"Dept. of Spatial Management, Wroc\u0142aw University of Environmental and Life Sciences, ul. Norwida 25/27, 50-375, Wroclaw, Poland","institution_ids":["https://openalex.org/I27912750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003433063","display_name":"Tomasz \u0141uczak","orcid":"https://orcid.org/0000-0002-3517-9034"},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Tomasz \u0141uczak","raw_affiliation_strings":["Institute of Informatics, Wroc\u0142aw University of Technology, Wybrze\u017ce Wyspia\u0144skiego 27, 50-370, Wroc\u0142aw, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics, Wroc\u0142aw University of Technology, Wybrze\u017ce Wyspia\u0144skiego 27, 50-370, Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I11923345"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033625848","display_name":"Bogdan Trawi\u0144ski","orcid":"https://orcid.org/0000-0002-2956-6388"},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Bogdan Trawi\u0144ski","raw_affiliation_strings":["Institute of Informatics, Wroc\u0142aw University of Technology, Wybrze\u017ce Wyspia\u0144skiego 27, 50-370, Wroc\u0142aw, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics, Wroc\u0142aw University of Technology, Wybrze\u017ce Wyspia\u0144skiego 27, 50-370, Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I11923345"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5062315901"],"corresponding_institution_ids":["https://openalex.org/I27912750"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.6768,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.92213784,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"142","last_page":"151"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9828000068664551,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.953499972820282,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.868049144744873},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6965124011039734},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.69032222032547},{"id":"https://openalex.org/keywords/random-subspace-method","display_name":"Random subspace method","score":0.5143016576766968},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.500791072845459},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.44824865460395813},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4351137578487396},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.4161801338195801},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40523266792297363},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3243992328643799}],"concepts":[{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.868049144744873},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6965124011039734},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.69032222032547},{"id":"https://openalex.org/C106135958","wikidata":"https://www.wikidata.org/wiki/Q7291993","display_name":"Random subspace method","level":3,"score":0.5143016576766968},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.500791072845459},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.44824865460395813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4351137578487396},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4161801338195801},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40523266792297363},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3243992328643799},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-23935-9_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-23935-9_14","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W98404385","https://openalex.org/W172918197","https://openalex.org/W1488701894","https://openalex.org/W1545151502","https://openalex.org/W1565746575","https://openalex.org/W1568659373","https://openalex.org/W1570448133","https://openalex.org/W1571238525","https://openalex.org/W1575794535","https://openalex.org/W1599858917","https://openalex.org/W1930624869","https://openalex.org/W1937068078","https://openalex.org/W2068852101","https://openalex.org/W2073883415","https://openalex.org/W2101522199","https://openalex.org/W2107386336","https://openalex.org/W2109094355","https://openalex.org/W2113242816","https://openalex.org/W2129187754","https://openalex.org/W2150757437","https://openalex.org/W2163788035","https://openalex.org/W2169284845","https://openalex.org/W2406302907","https://openalex.org/W2509035752","https://openalex.org/W2911964244","https://openalex.org/W2912934387","https://openalex.org/W2966207845","https://openalex.org/W4239808474","https://openalex.org/W4244313837"],"related_works":["https://openalex.org/W2007593166","https://openalex.org/W2143234973","https://openalex.org/W1603777065","https://openalex.org/W2397292208","https://openalex.org/W4221136059","https://openalex.org/W1548677759","https://openalex.org/W1981866886","https://openalex.org/W109131529","https://openalex.org/W2052615004","https://openalex.org/W3080944905"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
