{"id":"https://openalex.org/W4397012240","doi":"https://doi.org/10.1007/s10707-024-00523-x","title":"A spatial dependency based reinforcement learning model for selecting features in spatial classification","display_name":"A spatial dependency based reinforcement learning model for selecting features in spatial classification","publication_year":2024,"publication_date":"2024-05-17","ids":{"openalex":"https://openalex.org/W4397012240","doi":"https://doi.org/10.1007/s10707-024-00523-x"},"language":"en","primary_location":{"id":"doi:10.1007/s10707-024-00523-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10707-024-00523-x","pdf_url":null,"source":{"id":"https://openalex.org/S4210168194","display_name":"GeoInformatica","issn_l":"1384-6175","issn":["1384-6175","1573-7624"],"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":"GeoInformatica","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/A5101706152","display_name":"Wei Cheng","orcid":"https://orcid.org/0000-0002-6782-902X"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Cheng Wei","raw_affiliation_strings":["School of Geography and Information Engineering, China University of Geosciences, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Geography and Information Engineering, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015524477","display_name":"Wenhao Yu","orcid":"https://orcid.org/0000-0001-8263-8224"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhao Yu","raw_affiliation_strings":["School of Geography and Information Engineering, China University of Geosciences, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Geography and Information Engineering, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101706152"],"corresponding_institution_ids":["https://openalex.org/I3124059619"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":null,"fwci":1.1725,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.76187871,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"29","issue":"1","first_page":"1","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9542999863624573,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.7512179613113403},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5865337252616882},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5858579874038696},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5583627223968506},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4019695222377777}],"concepts":[{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.7512179613113403},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5865337252616882},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5858579874038696},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5583627223968506},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4019695222377777}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10707-024-00523-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10707-024-00523-x","pdf_url":null,"source":{"id":"https://openalex.org/S4210168194","display_name":"GeoInformatica","issn_l":"1384-6175","issn":["1384-6175","1573-7624"],"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":"GeoInformatica","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.5199999809265137,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1557517019","https://openalex.org/W1570802690","https://openalex.org/W1591450657","https://openalex.org/W1677710799","https://openalex.org/W1983192691","https://openalex.org/W1989314352","https://openalex.org/W2015378554","https://openalex.org/W2027440536","https://openalex.org/W2043105755","https://openalex.org/W2069928051","https://openalex.org/W2080562691","https://openalex.org/W2081155276","https://openalex.org/W2082593161","https://openalex.org/W2083334350","https://openalex.org/W2091637072","https://openalex.org/W2102150301","https://openalex.org/W2124547294","https://openalex.org/W2141340048","https://openalex.org/W2150540624","https://openalex.org/W2151221869","https://openalex.org/W2153438777","https://openalex.org/W2756063524","https://openalex.org/W2767894694","https://openalex.org/W2776048679","https://openalex.org/W2789346341","https://openalex.org/W2898501999","https://openalex.org/W2947865212","https://openalex.org/W2950017679","https://openalex.org/W2962887844","https://openalex.org/W2982441053","https://openalex.org/W3046377295","https://openalex.org/W3079033275","https://openalex.org/W3101981467","https://openalex.org/W3123995874","https://openalex.org/W3124373176","https://openalex.org/W3127711473","https://openalex.org/W3134930606","https://openalex.org/W3214340375","https://openalex.org/W4200187238","https://openalex.org/W4224299127","https://openalex.org/W4236137412","https://openalex.org/W4252093526","https://openalex.org/W4360619614","https://openalex.org/W4383220521","https://openalex.org/W4391985146"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}