{"id":"https://openalex.org/W2077809788","doi":"https://doi.org/10.3166/geo.17.309-331","title":"Mapping of environmental data using kernel-based methods","display_name":"Mapping of environmental data using kernel-based methods","publication_year":2007,"publication_date":"2007-12-30","ids":{"openalex":"https://openalex.org/W2077809788","doi":"https://doi.org/10.3166/geo.17.309-331","mag":"2077809788"},"language":"fr","primary_location":{"id":"doi:10.3166/geo.17.309-331","is_oa":false,"landing_page_url":"https://doi.org/10.3166/geo.17.309-331","pdf_url":null,"source":{"id":"https://openalex.org/S4306420795","display_name":"Revue internationale de g\u00e9omatique","issn_l":"1260-5875","issn":["1260-5875","2116-7060"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Revue internationale de g\u00e9omatique","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/A5068472081","display_name":"Mikha\u00efl Kanevski","orcid":"https://orcid.org/0000-0001-6602-6551"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mikhail Kanevski","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112026130","display_name":"Alexei Pozdnoukhov","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alexei Pozdnoukhov","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103467686","display_name":"Vadim Timonin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vadim Timonin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5110937640","display_name":"M. Maignan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michel Maignan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8791,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.80747321,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":"3-4","first_page":"309","last_page":"331"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14470","display_name":"Advanced Data Processing Techniques","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14470","display_name":"Advanced Data Processing Techniques","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13608","display_name":"Advanced Computational Techniques in Science and Engineering","score":0.9866999983787537,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5141156315803528},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5014035701751709},{"id":"https://openalex.org/keywords/environmental-data","display_name":"Environmental data","score":0.4382254183292389},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2051151692867279},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.06797006726264954},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.05811932682991028}],"concepts":[{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5141156315803528},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5014035701751709},{"id":"https://openalex.org/C2776356880","wikidata":"https://www.wikidata.org/wiki/Q5381206","display_name":"Environmental data","level":2,"score":0.4382254183292389},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2051151692867279},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.06797006726264954},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.05811932682991028},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3166/geo.17.309-331","is_oa":false,"landing_page_url":"https://doi.org/10.3166/geo.17.309-331","pdf_url":null,"source":{"id":"https://openalex.org/S4306420795","display_name":"Revue internationale de g\u00e9omatique","issn_l":"1260-5875","issn":["1260-5875","2116-7060"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Revue internationale de g\u00e9omatique","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.91.1111","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.91.1111","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.unil.ch/webdav/site/igar/shared/geomatics/Research_report_07-003.pdf","raw_type":"text"},{"id":"pmh:oai:iris.unil.ch:iris/149943","is_oa":false,"landing_page_url":"https://iris.unil.ch/handle/iris/149943","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":"journal article"},{"id":"pmh:oai:serval.unil.ch:BIB_7373B543D8DB","is_oa":false,"landing_page_url":"https://serval.unil.ch/notice/serval:BIB_7373B543D8DB","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":"Revue Internationale de G\u00e9omatique, vol. 17, pp. 309-331","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W566816288","https://openalex.org/W587973104","https://openalex.org/W1480376833","https://openalex.org/W1494264608","https://openalex.org/W1515450954","https://openalex.org/W1544398811","https://openalex.org/W1558271586","https://openalex.org/W1563088657","https://openalex.org/W1964168965","https://openalex.org/W1971713783","https://openalex.org/W2013729812","https://openalex.org/W2014268383","https://openalex.org/W2038056829","https://openalex.org/W2118020555","https://openalex.org/W2124776405","https://openalex.org/W2148603752","https://openalex.org/W2149723649","https://openalex.org/W2211925278","https://openalex.org/W2491057826","https://openalex.org/W2511711610","https://openalex.org/W3119651796","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655","https://openalex.org/W2359140296"],"abstract_inverted_index":{"Recently,":[0],"kernel-based":[1,57],"Machine":[2],"Learning":[3],"methods":[4,34,58],"have":[5],"gained":[6],"great":[7],"popularity":[8],"in":[9],"many":[10],"data":[11,14,64],"analysis":[12],"and":[13,21,52,71,99],"mining":[15],"fields:":[16],"pattern":[17],"recognition,":[18],"biocomputing,":[19],"speech":[20],"vision,":[22],"engineering,":[23],"remote":[24],"sensing":[25],"etc.":[26],"The":[27,89],"paper":[28],"describes":[29],"the":[30,37,49],"use":[31],"of":[32,39,48,62,69,76],"kernel":[33],"to":[35],"approach":[36],"processing":[38],"datasets":[40],"from":[41],"environmental":[42,50,70],"monitoring":[43,100],"networks.":[44],"Several":[45],"typical":[46],"problems":[47],"sciences":[51],"their":[53],"solutions":[54],"provided":[55],"by":[56,78],"are":[59,103],"considered:":[60],"classification":[61],"categorical":[63],"(soil":[65],"type":[66],"classification),":[67],"mapping":[68,80],"pollution":[72],"continuous":[73],"information":[74,83],"(pollution":[75],"soil":[77],"radionuclides),":[79],"with":[81],"auxiliary":[82],"(climatic":[84],"data,":[85],"Aral":[86],"Sea":[87],"region).":[88],"promising":[90],"developments,":[91],"such":[92],"as":[93,105],"automatic":[94],"emergency":[95],"hot":[96],"spot":[97],"detection":[98],"network":[101],"optimization":[102],"discussed":[104],"well.":[106],"1.":[107]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
