{"id":"https://openalex.org/W1871417445","doi":"https://doi.org/10.1007/978-3-540-69052-8_27","title":"Potential Distribution Modelling Using Machine Learning","display_name":"Potential Distribution Modelling Using Machine Learning","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W1871417445","doi":"https://doi.org/10.1007/978-3-540-69052-8_27","mag":"1871417445"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-69052-8_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-69052-8_27","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/A5036696970","display_name":"Ana Carolina Lorena","orcid":"https://orcid.org/0000-0002-6140-571X"},"institutions":[{"id":"https://openalex.org/I71715416","display_name":"Universidade Federal do ABC","ror":"https://ror.org/028kg9j04","country_code":"BR","type":"education","lineage":["https://openalex.org/I71715416"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Ana C. Lorena","raw_affiliation_strings":["Centro de Matem\u00e1tica, Computa\u00e7\u00e3o e Cogni\u00e7\u00e3o, Universidade Federal do ABC, Santo Andr\u00e9, SP, Brazil","Centro de Matem\u00e1tica, Computa\u00e7\u00e3o e Cogni\u00e7\u00e3o Universidade Federal do ABC Santo Andr\u00e9, Brazil"],"affiliations":[{"raw_affiliation_string":"Centro de Matem\u00e1tica, Computa\u00e7\u00e3o e Cogni\u00e7\u00e3o, Universidade Federal do ABC, Santo Andr\u00e9, SP, Brazil","institution_ids":["https://openalex.org/I71715416"]},{"raw_affiliation_string":"Centro de Matem\u00e1tica, Computa\u00e7\u00e3o e Cogni\u00e7\u00e3o Universidade Federal do ABC Santo Andr\u00e9, Brazil","institution_ids":["https://openalex.org/I71715416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064307656","display_name":"Marinez Ferreira de Siqueira","orcid":"https://orcid.org/0000-0002-6869-0293"},"institutions":[{"id":"https://openalex.org/I4210115541","display_name":"Centro de Refer\u00eancia em Informa\u00e7\u00e3o Ambiental","ror":"https://ror.org/023vyrd34","country_code":"BR","type":"other","lineage":["https://openalex.org/I4210115541"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marinez F. de Siqueira","raw_affiliation_strings":["Centro de Refer\u00eancia em Informa\u00e7\u00e3o Ambiental, Campinas, SP, Brazil","Centro de Refer\u00eancia em Informa\u00e7\u00e3o Ambiental, Campinas, Brazil#TAB#"],"affiliations":[{"raw_affiliation_string":"Centro de Refer\u00eancia em Informa\u00e7\u00e3o Ambiental, Campinas, SP, Brazil","institution_ids":["https://openalex.org/I4210115541"]},{"raw_affiliation_string":"Centro de Refer\u00eancia em Informa\u00e7\u00e3o Ambiental, Campinas, Brazil#TAB#","institution_ids":["https://openalex.org/I4210115541"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073986561","display_name":"Renato De Giovanni","orcid":"https://orcid.org/0000-0002-7104-7266"},"institutions":[{"id":"https://openalex.org/I4210115541","display_name":"Centro de Refer\u00eancia em Informa\u00e7\u00e3o Ambiental","ror":"https://ror.org/023vyrd34","country_code":"BR","type":"other","lineage":["https://openalex.org/I4210115541"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Renato De Giovanni","raw_affiliation_strings":["Centro de Refer\u00eancia em Informa\u00e7\u00e3o Ambiental, Campinas, SP, Brazil","Centro de Refer\u00eancia em Informa\u00e7\u00e3o Ambiental, Campinas, Brazil#TAB#"],"affiliations":[{"raw_affiliation_string":"Centro de Refer\u00eancia em Informa\u00e7\u00e3o Ambiental, Campinas, SP, Brazil","institution_ids":["https://openalex.org/I4210115541"]},{"raw_affiliation_string":"Centro de Refer\u00eancia em Informa\u00e7\u00e3o Ambiental, Campinas, Brazil#TAB#","institution_ids":["https://openalex.org/I4210115541"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079499583","display_name":"Andr\u00e9 C. P. L. F. de Carvalho","orcid":"https://orcid.org/0000-0002-4765-6459"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]},{"id":"https://openalex.org/I4210131883","display_name":"Brazilian Society of Computational and Applied Mathematics","ror":"https://ror.org/03kcw4w74","country_code":"BR","type":"other","lineage":["https://openalex.org/I4210131883"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 C. P. L. F. de Carvalho","raw_affiliation_strings":["Instituto de Ci\u00eancias Matem\u00e1ticas e de Computa\u00e7\u00e3o, Universidade de S\u00e3o Paulo, S\u00e3o Carlos, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Instituto de Ci\u00eancias Matem\u00e1ticas e de Computa\u00e7\u00e3o, Universidade de S\u00e3o Paulo, S\u00e3o Carlos, SP, Brazil","institution_ids":["https://openalex.org/I4210131883","https://openalex.org/I17974374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005717519","display_name":"Ronaldo C. Prati","orcid":"https://orcid.org/0000-0001-8597-4987"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]},{"id":"https://openalex.org/I4210131883","display_name":"Brazilian Society of Computational and Applied Mathematics","ror":"https://ror.org/03kcw4w74","country_code":"BR","type":"other","lineage":["https://openalex.org/I4210131883"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ronaldo C. Prati","raw_affiliation_strings":["Instituto de Ci\u00eancias Matem\u00e1ticas e de Computa\u00e7\u00e3o, Universidade de S\u00e3o Paulo, S\u00e3o Carlos, SP, Brazil","Instituto de Ci\u00eancias Matem\u00e1ticas e de Computa\u00e7\u00e3o, Universidade de S\u00e3o Paulo, S\u00e3o Carlos, Brazil"],"affiliations":[{"raw_affiliation_string":"Instituto de Ci\u00eancias Matem\u00e1ticas e de Computa\u00e7\u00e3o, Universidade de S\u00e3o Paulo, S\u00e3o Carlos, SP, Brazil","institution_ids":["https://openalex.org/I4210131883","https://openalex.org/I17974374"]},{"raw_affiliation_string":"Instituto de Ci\u00eancias Matem\u00e1ticas e de Computa\u00e7\u00e3o, Universidade de S\u00e3o Paulo, S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I4210131883","https://openalex.org/I17974374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5036696970"],"corresponding_institution_ids":["https://openalex.org/I71715416"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.1905,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.87591241,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"255","last_page":"264"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"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/T10895","display_name":"Species Distribution and Climate Change","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"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/T10012","display_name":"Genetic diversity and population structure","score":0.98089998960495,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10005","display_name":"Ecology and Vegetation Dynamics Studies","score":0.9682000279426575,"subfield":{"id":"https://openalex.org/subfields/2309","display_name":"Nature and Landscape Conservation"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6978233456611633},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6270053386688232},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5829321146011353},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.5804874300956726},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5478125214576721},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5224634408950806},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5156487226486206},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13444703817367554}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6978233456611633},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6270053386688232},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5829321146011353},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.5804874300956726},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5478125214576721},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5224634408950806},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5156487226486206},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13444703817367554},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-69052-8_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-69052-8_27","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":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1194621129","https://openalex.org/W1518242595","https://openalex.org/W1563088657","https://openalex.org/W1565746575","https://openalex.org/W1979356488","https://openalex.org/W1991731696","https://openalex.org/W2000532370","https://openalex.org/W2019055691","https://openalex.org/W2031901125","https://openalex.org/W2087090708","https://openalex.org/W2088626174","https://openalex.org/W2097571405","https://openalex.org/W2099534828","https://openalex.org/W2102111039","https://openalex.org/W2107108409","https://openalex.org/W2112315008","https://openalex.org/W2112776483","https://openalex.org/W2118436877","https://openalex.org/W2123337039","https://openalex.org/W2125055259","https://openalex.org/W2128506197","https://openalex.org/W2133752903","https://openalex.org/W2149706766","https://openalex.org/W2153635508","https://openalex.org/W2156909104","https://openalex.org/W2166789094","https://openalex.org/W2178298976","https://openalex.org/W2255145075","https://openalex.org/W2405749102","https://openalex.org/W2514715339"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W4224922629","https://openalex.org/W4384470695","https://openalex.org/W3134840015","https://openalex.org/W4366979180"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}