{"id":"https://openalex.org/W2898008594","doi":"https://doi.org/10.1109/ijcnn.2018.8489232","title":"Pattern Analysis in Drilling Reports using Optimum-Path Forest","display_name":"Pattern Analysis in Drilling Reports using Optimum-Path Forest","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2898008594","doi":"https://doi.org/10.1109/ijcnn.2018.8489232","mag":"2898008594"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2018.8489232","pdf_url":null,"source":{"id":"https://openalex.org/S4363607707","display_name":"2022 International Joint Conference on Neural Networks (IJCNN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5005308502","display_name":"Gustavo Jos\u00e9 de Sousa","orcid":"https://orcid.org/0000-0001-8407-4901"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"funder","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"G. J. Sousa","raw_affiliation_strings":["Institute of Geosc. and Exact Sciences UNESP - S\u00e3o Paulo State University, Rio Claro, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Geosc. and Exact Sciences UNESP - S\u00e3o Paulo State University, Rio Claro, SP, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078511671","display_name":"Daniel Carlos Guimar\u00e3es Pedronette","orcid":"https://orcid.org/0000-0002-2867-4838"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"funder","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"D. C. G. Pedronette","raw_affiliation_strings":["Institute of Geosc. and Exact Sciences UNESP - S\u00e3o Paulo State University, Rio Claro, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Geosc. and Exact Sciences UNESP - S\u00e3o Paulo State University, Rio Claro, SP, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000733584","display_name":"Alexandro Baldassin","orcid":"https://orcid.org/0000-0001-8824-3055"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"funder","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"A. Baldassin","raw_affiliation_strings":["Institute of Geosc. and Exact Sciences UNESP - S\u00e3o Paulo State University, Rio Claro, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Geosc. and Exact Sciences UNESP - S\u00e3o Paulo State University, Rio Claro, SP, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064912238","display_name":"Pedro I. M. Privatto","orcid":"https://orcid.org/0000-0003-0567-4082"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"funder","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"P. I. M. Privatto","raw_affiliation_strings":["Institute of Geosc. and Exact Sciences UNESP - S\u00e3o Paulo State University, Rio Claro, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Geosc. and Exact Sciences UNESP - S\u00e3o Paulo State University, Rio Claro, SP, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024657016","display_name":"M. Gaseta","orcid":null},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"funder","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"M. Gaseta","raw_affiliation_strings":["Institute of Geosc. and Exact Sciences UNESP - S\u00e3o Paulo State University, Rio Claro, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Geosc. and Exact Sciences UNESP - S\u00e3o Paulo State University, Rio Claro, SP, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000520762","display_name":"Ivan Rizzo Guilherme","orcid":"https://orcid.org/0000-0002-3610-3779"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"funder","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"I. R. Guilherme","raw_affiliation_strings":["Institute of Geosc. and Exact Sciences UNESP - S\u00e3o Paulo State University, Rio Claro, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Geosc. and Exact Sciences UNESP - S\u00e3o Paulo State University, Rio Claro, SP, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016083289","display_name":"Danilo Colombo","orcid":"https://orcid.org/0000-0001-5832-7573"},"institutions":[{"id":"https://openalex.org/I32393484","display_name":"Petrobras (Brazil)","ror":"https://ror.org/0235kyq22","country_code":"BR","type":"funder","lineage":["https://openalex.org/I32393484"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"D. Colombo","raw_affiliation_strings":["Cenpes Petr\u00f3leo Brasileiro S.A. - Petrobras, Rio de Janeiro, RJ, Brazil"],"affiliations":[{"raw_affiliation_string":"Cenpes Petr\u00f3leo Brasileiro S.A. - Petrobras, Rio de Janeiro, RJ, Brazil","institution_ids":["https://openalex.org/I32393484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078890782","display_name":"Luis C. S. Afonso","orcid":"https://orcid.org/0000-0002-5543-3896"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"funder","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"L. C. S. Afonso","raw_affiliation_strings":["School of Sciences UNESP - S\u00e3o Paulo State University, Bauru, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"School of Sciences UNESP - S\u00e3o Paulo State University, Bauru, SP, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"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":"funder","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"J. P. Papa","raw_affiliation_strings":["School of Sciences UNESP - S\u00e3o Paulo State University, Bauru, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"School of Sciences UNESP - S\u00e3o Paulo State University, Bauru, SP, 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":null,"apc_paid":null,"fwci":1.561,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":6,"citation_normalized_percentile":{"value":0.732537,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":80,"max":82},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T13429","display_name":"Electricity Theft Detection Techniques","score":0.9998,"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 Techniques","score":0.9998,"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/T11220","display_name":"Water Systems and Optimization","score":0.9903,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9162,"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"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7659421},{"id":"https://openalex.org/C25197100","wikidata":"https://www.wikidata.org/wiki/Q890886","display_name":"Drilling","level":2,"score":0.7334345},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7145349},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.58052623},{"id":"https://openalex.org/C89992363","wikidata":"https://www.wikidata.org/wiki/Q5961558","display_name":"Track (disk drive)","level":2,"score":0.56610453},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.53324294},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.49472353},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.43206036},{"id":"https://openalex.org/C81074085","wikidata":"https://www.wikidata.org/wiki/Q366872","display_name":"Motion planning","level":3,"score":0.42671746},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3565353},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3428706},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19896412},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.12341297},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.08816382},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08703798},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2018.8489232","pdf_url":null,"source":{"id":"https://openalex.org/S4363607707","display_name":"2022 International Joint Conference on Neural Networks (IJCNN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life on land","id":"https://metadata.un.org/sdg/15","score":0.71}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":26,"referenced_works":["https://openalex.org/W1528000076","https://openalex.org/W1597533204","https://openalex.org/W1956559956","https://openalex.org/W1970729013","https://openalex.org/W2047822984","https://openalex.org/W2053792917","https://openalex.org/W2058013187","https://openalex.org/W2059745395","https://openalex.org/W2070353586","https://openalex.org/W207334483","https://openalex.org/W2078311788","https://openalex.org/W2096411924","https://openalex.org/W2152311353","https://openalex.org/W2153252192","https://openalex.org/W2158769954","https://openalex.org/W2325227998","https://openalex.org/W2336805000","https://openalex.org/W2345384485","https://openalex.org/W2398616336","https://openalex.org/W2512089339","https://openalex.org/W2519642846","https://openalex.org/W2607970880","https://openalex.org/W2962891531","https://openalex.org/W4248916828","https://openalex.org/W4250320908","https://openalex.org/W4252684946"],"related_works":["https://openalex.org/W3216757130","https://openalex.org/W3154539612","https://openalex.org/W2789518417","https://openalex.org/W2380019117","https://openalex.org/W2369187583","https://openalex.org/W2359600231","https://openalex.org/W2126380264","https://openalex.org/W2093343611","https://openalex.org/W1987886368","https://openalex.org/W1660309994"],"abstract_inverted_index":{"Well":[0],"drilling":[1,95,121],"monitoring":[2],"is":[3,23,48,67],"an":[4],"essential":[5],"task":[6,77],"to":[7,31,50,53,117],"prevent":[8,54],"faults,":[9],"save":[10],"resources,":[11],"and":[12,17,45,56,97],"take":[13,57],"care":[14],"of":[15,34,78],"environmental":[16],"eco-planning":[18],"businesses.":[19],"During":[20],"drilling,":[21],"it":[22,47],"required":[24],"that":[25,37,107],"staff":[26],"fill":[27],"out":[28],"a":[29,71,114],"log":[30],"keep":[32],"track":[33],"the":[35,63,76,87],"activities":[36],"are":[38,113],"currently":[39],"occurring.":[40],"With":[41],"such":[42],"data":[43],"analyzed":[44],"processed,":[46],"possible":[49],"learn":[51,118],"how":[52],"faults":[55],"corrective":[58],"actions":[59],"in":[60,70,94,120],"realtime.":[61],"However,":[62],"most":[64],"important":[65],"information":[66],"usually":[68],"stored":[69],"free-text":[72],"format,":[73],"thus":[74],"complicating":[75],"automated":[79],"text":[80],"mining.":[81],"In":[82],"this":[83],"work,":[84],"we":[85],"introduce":[86],"Optimum-Path":[88],"Forest":[89],"(OPF)":[90],"for":[91],"sentence":[92],"classification":[93],"reports":[96],"compare":[98],"its":[99],"results":[100],"against":[101],"some":[102],"state-of-art":[103],"results.":[104],"We":[105],"show":[106],"OPF":[108],"combined":[109],"with":[110],"text-based":[111],"features":[112],"compelling":[115],"source":[116],"patterns":[119],"reports.":[122]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2898008594","counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3}],"updated_date":"2025-04-16T06:37:58.910392","created_date":"2018-10-26"}