{"id":"https://openalex.org/W2954718492","doi":"https://doi.org/10.1007/978-3-030-22744-9_20","title":"Recognizing Faults in Software Related Difficult Data","display_name":"Recognizing Faults in Software Related Difficult Data","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2954718492","doi":"https://doi.org/10.1007/978-3-030-22744-9_20","mag":"2954718492"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-22744-9_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-22744-9_20","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":"conference-paper","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/A5009283476","display_name":"Micha\u0142 Chora\u015b","orcid":"https://orcid.org/0000-0003-1405-9911"},"institutions":[{"id":"https://openalex.org/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]},{"id":"https://openalex.org/I4210118437","display_name":"Instytut Technik Telekomunikacyjnych i Informatycznych (Poland)","ror":"https://ror.org/02r65gs06","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210118437"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Micha\u0142 Chora\u015b","raw_affiliation_strings":["ITTI Sp. z o.o., Pozna\u0144, Poland","UTP University of Science and Technology, Bydgoszcz, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ITTI Sp. z o.o., Pozna\u0144, Poland","institution_ids":["https://openalex.org/I4210118437"]},{"raw_affiliation_string":"UTP University of Science and Technology, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I1300393620","https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088536972","display_name":"Marek Pawlicki","orcid":"https://orcid.org/0000-0001-5881-6406"},"institutions":[{"id":"https://openalex.org/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]},{"id":"https://openalex.org/I4210118437","display_name":"Instytut Technik Telekomunikacyjnych i Informatycznych (Poland)","ror":"https://ror.org/02r65gs06","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210118437"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marek Pawlicki","raw_affiliation_strings":["ITTI Sp. z o.o., Pozna\u0144, Poland","UTP University of Science and Technology, Bydgoszcz, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ITTI Sp. z o.o., Pozna\u0144, Poland","institution_ids":["https://openalex.org/I4210118437"]},{"raw_affiliation_string":"UTP University of Science and Technology, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I1300393620","https://openalex.org/I686019"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042632349","display_name":"Rafa\u0142 Kozik","orcid":"https://orcid.org/0000-0001-7122-3306"},"institutions":[{"id":"https://openalex.org/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]},{"id":"https://openalex.org/I4210118437","display_name":"Instytut Technik Telekomunikacyjnych i Informatycznych (Poland)","ror":"https://ror.org/02r65gs06","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210118437"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Rafa\u0142 Kozik","raw_affiliation_strings":["ITTI Sp. z o.o., Pozna\u0144, Poland","UTP University of Science and Technology, Bydgoszcz, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ITTI Sp. z o.o., Pozna\u0144, Poland","institution_ids":["https://openalex.org/I4210118437"]},{"raw_affiliation_string":"UTP University of Science and Technology, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I1300393620","https://openalex.org/I686019"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5009283476"],"corresponding_institution_ids":["https://openalex.org/I1300393620","https://openalex.org/I4210118437","https://openalex.org/I686019"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"263","last_page":"272"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9977999925613403,"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/T10260","display_name":"Software Engineering Research","score":0.9977999925613403,"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"}},{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T13748","display_name":"Advanced Statistical Modeling Techniques","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.857729434967041},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.7328068017959595},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6861525774002075},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6595332026481628},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5984407663345337},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5559016466140747},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5248042345046997},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5218885540962219},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.46770331263542175},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.45383763313293457},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.45122236013412476},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4268896281719208},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.24705523252487183},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.07542365789413452}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.857729434967041},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.7328068017959595},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6861525774002075},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6595332026481628},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5984407663345337},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5559016466140747},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5248042345046997},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5218885540962219},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.46770331263542175},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.45383763313293457},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.45122236013412476},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4268896281719208},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.24705523252487183},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.07542365789413452},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"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":[{"id":"doi:10.1007/978-3-030-22744-9_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-22744-9_20","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.41999998688697815,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W816542934","https://openalex.org/W1988592865","https://openalex.org/W2002830978","https://openalex.org/W2118390578","https://openalex.org/W2132887549","https://openalex.org/W2148143831","https://openalex.org/W2163732854","https://openalex.org/W2466964703","https://openalex.org/W2739331704","https://openalex.org/W2765609047","https://openalex.org/W2797329434","https://openalex.org/W2807185454","https://openalex.org/W2885262951","https://openalex.org/W2888499542","https://openalex.org/W2890633826","https://openalex.org/W2896556344","https://openalex.org/W2909415445","https://openalex.org/W3123262389","https://openalex.org/W3139708147","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2140186469","https://openalex.org/W4390421286","https://openalex.org/W4280563792","https://openalex.org/W4318719684","https://openalex.org/W4389724018","https://openalex.org/W4318559728","https://openalex.org/W3183136280","https://openalex.org/W2775233965","https://openalex.org/W3114716045","https://openalex.org/W4360995913"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}