{"id":"https://openalex.org/W194931555","doi":"https://doi.org/10.1007/978-3-319-12568-8_57","title":"On the Influence of Markovian Models for Contextual-Based Optimum-Path Forest Classification","display_name":"On the Influence of Markovian Models for Contextual-Based Optimum-Path Forest Classification","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W194931555","doi":"https://doi.org/10.1007/978-3-319-12568-8_57","mag":"194931555"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-12568-8_57","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-12568-8_57.pdf","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/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"book series"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"book-chapter","type_crossref":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-12568-8_57.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073197880","display_name":"Daniel Osaku","orcid":"https://orcid.org/0000-0002-2861-2098"},"institutions":[{"id":"https://openalex.org/I177909021","display_name":"Universidade Federal de S\u00e3o Carlos","ror":"https://ror.org/00qdc6m37","country_code":"BR","type":"education","lineage":["https://openalex.org/I177909021"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"D. Osaku","raw_affiliation_strings":["Department of Computer Science, Federal University of S\u00e3o Carlos \u2013 UFSCar, S\u00e3o Carlos, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of S\u00e3o Carlos \u2013 UFSCar, S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I177909021"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044596103","display_name":"Alexandre L. M. Levada","orcid":"https://orcid.org/0000-0001-8253-2729"},"institutions":[{"id":"https://openalex.org/I177909021","display_name":"Universidade Federal de S\u00e3o Carlos","ror":"https://ror.org/00qdc6m37","country_code":"BR","type":"education","lineage":["https://openalex.org/I177909021"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"A. L. M. Levada","raw_affiliation_strings":["Department of Computer Science, Federal University of S\u00e3o Carlos \u2013 UFSCar, S\u00e3o Carlos, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of S\u00e3o Carlos \u2013 UFSCar, S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I177909021"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003275797","display_name":"Jo\u00e3o Paulo Papa","orcid":"https://orcid.org/0000-0002-6494-7514"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"J. P. Papa","raw_affiliation_strings":["Department of Computing, S\u00e3o Paulo State University \u2013 UNESP, Bauru, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Computing, S\u00e3o Paulo State University \u2013 UNESP, Bauru, Brazil","institution_ids":["https://openalex.org/I879563668"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392,"provenance":"doaj"},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392,"provenance":"doaj"},"fwci":2.147,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":3,"citation_normalized_percentile":{"value":0.735953,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":76,"max":79},"biblio":{"volume":null,"issue":null,"first_page":"462","last_page":"469"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T13429","display_name":"Electricity Theft Detection in Smart Grids","score":0.9909,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T13429","display_name":"Electricity Theft Detection in Smart Grids","score":0.9909,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10454","display_name":"Integration of Distributed Generation in Power Systems","score":0.9815,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11941","display_name":"Reliability Assessment of Wind Power Generation Systems","score":0.9756,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/optimization","display_name":"Optimization","score":0.485262}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8570626},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.62213206},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.52441776},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.50089526},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37237394},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35497552},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11917755},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10185966},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-12568-8_57","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-12568-8_57.pdf","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/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"book series"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-12568-8_57","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-12568-8_57.pdf","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/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"book series"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[{"score":0.65,"display_name":"Life on land","id":"https://metadata.un.org/sdg/15"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":16,"referenced_works":["https://openalex.org/W132195723","https://openalex.org/W1554544485","https://openalex.org/W1965511886","https://openalex.org/W1970103217","https://openalex.org/W1978238148","https://openalex.org/W1993456370","https://openalex.org/W2020999234","https://openalex.org/W2033888321","https://openalex.org/W204586528","https://openalex.org/W2047822984","https://openalex.org/W2096411924","https://openalex.org/W2099577969","https://openalex.org/W2113513024","https://openalex.org/W2159793005","https://openalex.org/W2912817377","https://openalex.org/W4248916828"],"related_works":["https://openalex.org/W2989452537","https://openalex.org/W2544423928","https://openalex.org/W2187401768","https://openalex.org/W2181743346","https://openalex.org/W2181413294","https://openalex.org/W2073681303","https://openalex.org/W2062023542","https://openalex.org/W2053286651","https://openalex.org/W2052122378","https://openalex.org/W2051487156"],"abstract_inverted_index":{"Contextual":[0],"classification":[1,13,28],"considers":[2],"the":[3,40,55],"information":[4],"about":[5,39],"a":[6],"sample's":[7],"neighborhood":[8],"to":[9],"improve":[10],"standard":[11],"pixel-based":[12],"approaches.":[14],"In":[15],"this":[16],"work,":[17],"we":[18],"evaluated":[19],"four":[20],"different":[21],"Markovian":[22],"models":[23],"for":[24],"Optimum-Path":[25],"Forest":[26],"contextual":[27],"considering":[29],"land":[30],"use":[31],"recognition":[32],"in":[33,42],"remote":[34],"sensing":[35],"data.":[36],"Some":[37],"insights":[38],"situations":[41],"which":[43],"each":[44],"of":[45],"them":[46,58],"should":[47],"be":[48],"applied":[49],"are":[50],"stated,":[51],"as":[52,54],"well":[53],"idea":[56],"behind":[57],"is":[59],"explained.":[60]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W194931555","counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2024-11-29T15:00:14.142749","created_date":"2016-06-24"}