{"id":"https://openalex.org/W2929158273","doi":"https://doi.org/10.3233/fi-2019-1785","title":"A Classifier Based on a Decision Tree with Temporal Cuts","display_name":"A Classifier Based on a Decision Tree with Temporal Cuts","publication_year":2019,"publication_date":"2019-03-14","ids":{"openalex":"https://openalex.org/W2929158273","doi":"https://doi.org/10.3233/fi-2019-1785","mag":"2929158273"},"language":"en","primary_location":{"id":"doi:10.3233/fi-2019-1785","is_oa":false,"landing_page_url":"https://doi.org/10.3233/fi-2019-1785","pdf_url":null,"source":{"id":"https://openalex.org/S39012697","display_name":"Fundamenta Informaticae","issn_l":"0169-2968","issn":["0169-2968","1875-8681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fundamenta Informaticae","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/A5019895541","display_name":"Jan G. Bazan","orcid":"https://orcid.org/0000-0002-9738-7007"},"institutions":[{"id":"https://openalex.org/I98559091","display_name":"Rzesz\u00f3w University","ror":"https://ror.org/03pfsnq21","country_code":"PL","type":"education","lineage":["https://openalex.org/I98559091"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Jan G. Bazan","raw_affiliation_strings":["Interdisciplinary Centre for Computational Modelling, University of Rzesz\u00f3w, Pigonia 1, 35-310 Rzesz\u00f3w, Poland. bazan@ur.edu.pl, adamszczur8@gmail.com"],"affiliations":[{"raw_affiliation_string":"Interdisciplinary Centre for Computational Modelling, University of Rzesz\u00f3w, Pigonia 1, 35-310 Rzesz\u00f3w, Poland. bazan@ur.edu.pl, adamszczur8@gmail.com","institution_ids":["https://openalex.org/I98559091"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042488184","display_name":"Adam Szczur","orcid":"https://orcid.org/0000-0003-0165-3620"},"institutions":[{"id":"https://openalex.org/I98559091","display_name":"Rzesz\u00f3w University","ror":"https://ror.org/03pfsnq21","country_code":"PL","type":"education","lineage":["https://openalex.org/I98559091"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Adam Szczur","raw_affiliation_strings":["Interdisciplinary Centre for Computational Modelling, University of Rzesz\u00f3w, Pigonia 1, 35-310 Rzesz\u00f3w, Poland. bazan@ur.edu.pl, adamszczur8@gmail.com"],"affiliations":[{"raw_affiliation_string":"Interdisciplinary Centre for Computational Modelling, University of Rzesz\u00f3w, Pigonia 1, 35-310 Rzesz\u00f3w, Poland. bazan@ur.edu.pl, adamszczur8@gmail.com","institution_ids":["https://openalex.org/I98559091"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085023621","display_name":"Andrzej Skowron","orcid":"https://orcid.org/0000-0002-5271-6559"},"institutions":[{"id":"https://openalex.org/I66083562","display_name":"Systems Research Institute","ror":"https://ror.org/0111cp837","country_code":"PL","type":"facility","lineage":["https://openalex.org/I66083562","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"funder","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Andrzej Skowron","raw_affiliation_strings":["Systems Research Institute, Polish Academy of Sciences, Newelska 6, 01-447 Warsaw, Poland. skowron@mimuw.edu.pl"],"affiliations":[{"raw_affiliation_string":"Systems Research Institute, Polish Academy of Sciences, Newelska 6, 01-447 Warsaw, Poland. skowron@mimuw.edu.pl","institution_ids":["https://openalex.org/I66083562","https://openalex.org/I99542240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019368218","display_name":"Marian Rzepko","orcid":"https://orcid.org/0000-0001-9580-0964"},"institutions":[{"id":"https://openalex.org/I98559091","display_name":"Rzesz\u00f3w University","ror":"https://ror.org/03pfsnq21","country_code":"PL","type":"education","lineage":["https://openalex.org/I98559091"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marian Rzepko","raw_affiliation_strings":["Physical Education Faculty, University of Rzesz\u00f3w, Towarnickiego 3, 35-959 Rzesz\u00f3w, Poland. marianrzepko@poczta.onet.pl, pkrol@ur.edu.pl, wbajorek@ur.edu.pl, wojciechczarny@wp.pl"],"affiliations":[{"raw_affiliation_string":"Physical Education Faculty, University of Rzesz\u00f3w, Towarnickiego 3, 35-959 Rzesz\u00f3w, Poland. marianrzepko@poczta.onet.pl, pkrol@ur.edu.pl, wbajorek@ur.edu.pl, wojciechczarny@wp.pl","institution_ids":["https://openalex.org/I98559091"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088183989","display_name":"Pawe\u0142 Kr\u00f3l","orcid":"https://orcid.org/0000-0002-1189-0083"},"institutions":[{"id":"https://openalex.org/I98559091","display_name":"Rzesz\u00f3w University","ror":"https://ror.org/03pfsnq21","country_code":"PL","type":"education","lineage":["https://openalex.org/I98559091"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Pawe\u0142 Kr\u00f3l","raw_affiliation_strings":["Physical Education Faculty, University of Rzesz\u00f3w, Towarnickiego 3, 35-959 Rzesz\u00f3w, Poland. marianrzepko@poczta.onet.pl, pkrol@ur.edu.pl, wbajorek@ur.edu.pl, wojciechczarny@wp.pl"],"affiliations":[{"raw_affiliation_string":"Physical Education Faculty, University of Rzesz\u00f3w, Towarnickiego 3, 35-959 Rzesz\u00f3w, Poland. marianrzepko@poczta.onet.pl, pkrol@ur.edu.pl, wbajorek@ur.edu.pl, wojciechczarny@wp.pl","institution_ids":["https://openalex.org/I98559091"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006275545","display_name":"Wojciech Bajorek","orcid":"https://orcid.org/0000-0002-7762-487X"},"institutions":[{"id":"https://openalex.org/I98559091","display_name":"Rzesz\u00f3w University","ror":"https://ror.org/03pfsnq21","country_code":"PL","type":"education","lineage":["https://openalex.org/I98559091"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Wojciech Bajorek","raw_affiliation_strings":["Physical Education Faculty, University of Rzesz\u00f3w, Towarnickiego 3, 35-959 Rzesz\u00f3w, Poland. marianrzepko@poczta.onet.pl, pkrol@ur.edu.pl, wbajorek@ur.edu.pl, wojciechczarny@wp.pl"],"affiliations":[{"raw_affiliation_string":"Physical Education Faculty, University of Rzesz\u00f3w, Towarnickiego 3, 35-959 Rzesz\u00f3w, Poland. marianrzepko@poczta.onet.pl, pkrol@ur.edu.pl, wbajorek@ur.edu.pl, wojciechczarny@wp.pl","institution_ids":["https://openalex.org/I98559091"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088095957","display_name":"Wojciech Czarny","orcid":"https://orcid.org/0000-0001-9481-7609"},"institutions":[{"id":"https://openalex.org/I98559091","display_name":"Rzesz\u00f3w University","ror":"https://ror.org/03pfsnq21","country_code":"PL","type":"education","lineage":["https://openalex.org/I98559091"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Wojciech Czarny","raw_affiliation_strings":["Physical Education Faculty, University of Rzesz\u00f3w, Towarnickiego 3, 35-959 Rzesz\u00f3w, Poland. marianrzepko@poczta.onet.pl, pkrol@ur.edu.pl, wbajorek@ur.edu.pl, wojciechczarny@wp.pl"],"affiliations":[{"raw_affiliation_string":"Physical Education Faculty, University of Rzesz\u00f3w, Towarnickiego 3, 35-959 Rzesz\u00f3w, Poland. marianrzepko@poczta.onet.pl, pkrol@ur.edu.pl, wbajorek@ur.edu.pl, wojciechczarny@wp.pl","institution_ids":["https://openalex.org/I98559091"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5019895541"],"corresponding_institution_ids":["https://openalex.org/I98559091"],"apc_list":null,"apc_paid":null,"fwci":0.3391,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.65022013,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"165","issue":"3-4","first_page":"263","last_page":"281"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9205999970436096,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9205999970436096,"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/decision-tree","display_name":"Decision tree","score":0.7015339732170105},{"id":"https://openalex.org/keywords/incremental-decision-tree","display_name":"Incremental decision tree","score":0.6197131276130676},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5977399349212646},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5510540008544922},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.5478524565696716},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.5394026041030884},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.5280265212059021},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5164027810096741},{"id":"https://openalex.org/keywords/id3-algorithm","display_name":"ID3 algorithm","score":0.4836500883102417},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.48002877831459045},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4758198857307434},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3876360058784485},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3732331097126007},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33146244287490845}],"concepts":[{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.7015339732170105},{"id":"https://openalex.org/C10229987","wikidata":"https://www.wikidata.org/wiki/Q17083028","display_name":"Incremental decision tree","level":4,"score":0.6197131276130676},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5977399349212646},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5510540008544922},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.5478524565696716},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.5394026041030884},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.5280265212059021},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5164027810096741},{"id":"https://openalex.org/C183931066","wikidata":"https://www.wikidata.org/wiki/Q1653378","display_name":"ID3 algorithm","level":5,"score":0.4836500883102417},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.48002877831459045},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4758198857307434},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3876360058784485},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3732331097126007},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33146244287490845},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/fi-2019-1785","is_oa":false,"landing_page_url":"https://doi.org/10.3233/fi-2019-1785","pdf_url":null,"source":{"id":"https://openalex.org/S39012697","display_name":"Fundamenta Informaticae","issn_l":"0169-2968","issn":["0169-2968","1875-8681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fundamenta Informaticae","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324713","display_name":"Uniwersytet Rzeszowski","ror":"https://ror.org/03pfsnq21"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2030894524","https://openalex.org/W1648970942","https://openalex.org/W2188355725","https://openalex.org/W2143508752","https://openalex.org/W1982169401","https://openalex.org/W4387869645","https://openalex.org/W2592385415","https://openalex.org/W3197772267","https://openalex.org/W2167102385","https://openalex.org/W2622249843"],"abstract_inverted_index":{"A":[0],"new":[1,119],"method":[2,16,120],"of":[3,25,32,40,48,51,62,65,77,105],"decision":[4,71,109],"tree":[5,28],"construction":[6],"from":[7,86,116],"temporal":[8,20],"data":[9,26,82],"is":[10,36,42],"proposed":[11,34],"in":[12,27],"the":[13,18,33,38,46,49,60,63,94,102],"paper.":[14],"This":[15],"uses":[17],"so-called":[19],"cuts":[21,41],"for":[22],"binary":[23],"partition":[24],"nodes.":[29],"The":[30,73],"novelty":[31],"approach":[35],"that":[37],"quality":[39],"calculated":[43],"not":[44],"on":[45,59,80],"basis":[47,61],"discernibility":[50,64],"o":[52],"bjects":[53],"(related":[54],"to":[55,92],"time":[56,66],"points),":[57],"but":[58],"windows":[67],"labeled":[68],"with":[69,101],"different":[70],"classes.":[72],"paper":[74],"includes":[75],"results":[76,104],"experiments":[78],"performed":[79],"our":[81],"sets":[83],"and":[84,111],"collections":[85],"machine":[87],"learning":[88],"repositories.":[89],"In":[90],"order":[91],"evaluate":[93],"presented":[95],"method,":[96],"we":[97],"compared":[98],"its":[99],"performance":[100],"classification":[103],"a":[106],"local":[107],"discretization":[108],"tree,":[110],"other":[112],"methods":[113],"well":[114],"known":[115,123],"literature.":[117],"Our":[118],"outperforms":[121],"these":[122],"methods.":[124]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-23T05:10:03.516525","created_date":"2025-10-10T00:00:00"}
