{"id":"https://openalex.org/W1555160597","doi":"https://doi.org/10.1007/978-3-642-04277-5_94","title":"Multiple Kernel Learning of Environmental Data. Case Study: Analysis and Mapping of Wind Fields","display_name":"Multiple Kernel Learning of Environmental Data. Case Study: Analysis and Mapping of Wind Fields","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W1555160597","doi":"https://doi.org/10.1007/978-3-642-04277-5_94","mag":"1555160597"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-04277-5_94","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-04277-5_94","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/A5020112579","display_name":"Loris Foresti","orcid":"https://orcid.org/0000-0001-9556-0614"},"institutions":[{"id":"https://openalex.org/I97565354","display_name":"University of Lausanne","ror":"https://ror.org/019whta54","country_code":"CH","type":"education","lineage":["https://openalex.org/I97565354"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Loris Foresti","raw_affiliation_strings":["Institute of Geomatics and Analysis of Risk, University of Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"Institute of Geomatics and Analysis of Risk, University of Lausanne, Switzerland","institution_ids":["https://openalex.org/I97565354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005192117","display_name":"Devis Tuia","orcid":"https://orcid.org/0000-0003-0374-2459"},"institutions":[{"id":"https://openalex.org/I97565354","display_name":"University of Lausanne","ror":"https://ror.org/019whta54","country_code":"CH","type":"education","lineage":["https://openalex.org/I97565354"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Devis Tuia","raw_affiliation_strings":["Institute of Geomatics and Analysis of Risk, University of Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"Institute of Geomatics and Analysis of Risk, University of Lausanne, Switzerland","institution_ids":["https://openalex.org/I97565354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112026130","display_name":"Alexei Pozdnoukhov","orcid":null},"institutions":[{"id":"https://openalex.org/I157286207","display_name":"National University of Ireland, Maynooth","ror":"https://ror.org/048nfjm95","country_code":"IE","type":"education","lineage":["https://openalex.org/I157286207"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Alexei Pozdnoukhov","raw_affiliation_strings":["National Centre for Geocomputation, National University of Ireland, Maynooth, Ireland"],"affiliations":[{"raw_affiliation_string":"National Centre for Geocomputation, National University of Ireland, Maynooth, Ireland","institution_ids":["https://openalex.org/I157286207"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068472081","display_name":"Mikha\u00efl Kanevski","orcid":"https://orcid.org/0000-0001-6602-6551"},"institutions":[{"id":"https://openalex.org/I97565354","display_name":"University of Lausanne","ror":"https://ror.org/019whta54","country_code":"CH","type":"education","lineage":["https://openalex.org/I97565354"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Mikhail Kanevski","raw_affiliation_strings":["Institute of Geomatics and Analysis of Risk, University of Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"Institute of Geomatics and Analysis of Risk, University of Lausanne, Switzerland","institution_ids":["https://openalex.org/I97565354"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5020112579"],"corresponding_institution_ids":["https://openalex.org/I97565354"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.8566,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.92864529,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"933","last_page":"943"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9800999760627747,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9800999760627747,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T11333","display_name":"Climate change and permafrost","score":0.9779000282287598,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10644","display_name":"Cryospheric studies and observations","score":0.9643999934196472,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/multiple-kernel-learning","display_name":"Multiple kernel learning","score":0.7829174995422363},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7260207533836365},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.7194119095802307},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6165282726287842},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5970862507820129},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5594562292098999},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5484146475791931},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5264067053794861},{"id":"https://openalex.org/keywords/terrain","display_name":"Terrain","score":0.4796469807624817},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4370560646057129},{"id":"https://openalex.org/keywords/thematic-map","display_name":"Thematic map","score":0.4352133870124817},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.4323156774044037},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3853229284286499},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36434391140937805},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15931496024131775},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.14892441034317017},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11171096563339233}],"concepts":[{"id":"https://openalex.org/C2776879701","wikidata":"https://www.wikidata.org/wiki/Q25048660","display_name":"Multiple kernel learning","level":4,"score":0.7829174995422363},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7260207533836365},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7194119095802307},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6165282726287842},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5970862507820129},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5594562292098999},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5484146475791931},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5264067053794861},{"id":"https://openalex.org/C161840515","wikidata":"https://www.wikidata.org/wiki/Q186131","display_name":"Terrain","level":2,"score":0.4796469807624817},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4370560646057129},{"id":"https://openalex.org/C93692415","wikidata":"https://www.wikidata.org/wiki/Q1502030","display_name":"Thematic map","level":2,"score":0.4352133870124817},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.4323156774044037},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3853229284286499},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36434391140937805},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15931496024131775},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.14892441034317017},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11171096563339233},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-642-04277-5_94","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-04277-5_94","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"},{"id":"pmh:oai:iris.unil.ch:iris/161265","is_oa":false,"landing_page_url":"https://iris.unil.ch/handle/iris/161265","pdf_url":null,"source":{"id":"https://openalex.org/S7407055444","display_name":"IRIS","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"conference paper"},{"id":"pmh:oai:serval.unil.ch:BIB_BA6BC1CA05F2","is_oa":false,"landing_page_url":"https://serval.unil.ch/notice/serval:BIB_BA6BC1CA05F2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401797","display_name":"SERVAL (Universit\u00e9 de Lausanne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210093590","host_organization_name":"Swiss School of Archaeology in Greece","host_organization_lineage":["https://openalex.org/I4210093590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"19th international conference on Artificial Neural Network ICANN, Limassol, Cyprus, pp. 933-943","raw_type":"inproceedings"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W53188351","https://openalex.org/W1560724230","https://openalex.org/W1922017469","https://openalex.org/W1964357740","https://openalex.org/W2129922540","https://openalex.org/W2143426320","https://openalex.org/W2154462399","https://openalex.org/W2156909104","https://openalex.org/W2161444669","https://openalex.org/W2250554505","https://openalex.org/W2497259451","https://openalex.org/W3119651796"],"related_works":["https://openalex.org/W2725311638","https://openalex.org/W2123146423","https://openalex.org/W2091950550","https://openalex.org/W2570832236","https://openalex.org/W2144299089","https://openalex.org/W2133046540","https://openalex.org/W3092342941","https://openalex.org/W4388570703","https://openalex.org/W2055608878","https://openalex.org/W2995654885"],"abstract_inverted_index":null,"counts_by_year":[{"year":2014,"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"}