{"id":"https://openalex.org/W1487062714","doi":"https://doi.org/10.1007/3-540-48720-4_24","title":"A Comparison of Linear and Non-linear Classifiers for the Detection of Coronary Artery Disease in Stress-ECG","display_name":"A Comparison of Linear and Non-linear Classifiers for the Detection of Coronary Artery Disease in Stress-ECG","publication_year":1999,"publication_date":"1999-01-01","ids":{"openalex":"https://openalex.org/W1487062714","doi":"https://doi.org/10.1007/3-540-48720-4_24","mag":"1487062714"},"language":"en","primary_location":{"id":"doi:10.1007/3-540-48720-4_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-48720-4_24","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":"book-chapter","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/A5050506609","display_name":"Georg Dorffner","orcid":"https://orcid.org/0000-0002-3181-2576"},"institutions":[{"id":"https://openalex.org/I161878677","display_name":"Austrian Research Institute for Artificial Intelligence","ror":"https://ror.org/04j47vk14","country_code":"AT","type":"facility","lineage":["https://openalex.org/I161878677","https://openalex.org/I4210107880"]},{"id":"https://openalex.org/I129774422","display_name":"University of Vienna","ror":"https://ror.org/03prydq77","country_code":"AT","type":"education","lineage":["https://openalex.org/I129774422"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Georg Dorffner","raw_affiliation_strings":["Austrian Research Institute for Artificial Intelligence, Schottengasse 3, A-1010, Vienna, Austria","Dept. of Medical Cybernetics and AI, Univ. of Vienna, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Austrian Research Institute for Artificial Intelligence, Schottengasse 3, A-1010, Vienna, Austria","institution_ids":["https://openalex.org/I161878677"]},{"raw_affiliation_string":"Dept. of Medical Cybernetics and AI, Univ. of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I129774422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024657896","display_name":"Ernst Leitgeb","orcid":null},"institutions":[{"id":"https://openalex.org/I129774422","display_name":"University of Vienna","ror":"https://ror.org/03prydq77","country_code":"AT","type":"education","lineage":["https://openalex.org/I129774422"]},{"id":"https://openalex.org/I3018075036","display_name":"Sanofi (France)","ror":"https://ror.org/02n6c9837","country_code":"FR","type":"company","lineage":["https://openalex.org/I3018075036"]}],"countries":["AT","FR"],"is_corresponding":false,"raw_author_name":"Ernst Leitgeb","raw_affiliation_strings":["Dept. of Medical Cybernetics and AI, Univ. of Vienna, Vienna, Austria","Leitgeb Company, Strasshof, Austria"],"affiliations":[{"raw_affiliation_string":"Dept. of Medical Cybernetics and AI, Univ. of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I129774422"]},{"raw_affiliation_string":"Leitgeb Company, Strasshof, Austria","institution_ids":["https://openalex.org/I3018075036"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055886121","display_name":"Heinz Koller","orcid":null},"institutions":[{"id":"https://openalex.org/I4210166741","display_name":"University of Klagenfurt","ror":"https://ror.org/05q9m0937","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210166741"]},{"id":"https://openalex.org/I129774422","display_name":"University of Vienna","ror":"https://ror.org/03prydq77","country_code":"AT","type":"education","lineage":["https://openalex.org/I129774422"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Heinz Koller","raw_affiliation_strings":["Dept. of Medical Cybernetics and AI, Univ. of Vienna, Vienna, Austria","LKH, Klagenfurt, Austria"],"affiliations":[{"raw_affiliation_string":"Dept. of Medical Cybernetics and AI, Univ. of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I129774422"]},{"raw_affiliation_string":"LKH, Klagenfurt, Austria","institution_ids":["https://openalex.org/I4210166741"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5050506609"],"corresponding_institution_ids":["https://openalex.org/I129774422","https://openalex.org/I161878677"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.1606,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.92097027,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"227","last_page":"231"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.95169997215271,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.95169997215271,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6911672353744507},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.6584481596946716},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.598537027835846},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5846623778343201},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.5730434060096741},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5319825410842896},{"id":"https://openalex.org/keywords/coronary-artery-disease","display_name":"Coronary artery disease","score":0.5166993141174316},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.4912413954734802},{"id":"https://openalex.org/keywords/treadmill","display_name":"Treadmill","score":0.43345165252685547},{"id":"https://openalex.org/keywords/standard-deviation","display_name":"Standard deviation","score":0.42424893379211426},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.29418647289276123},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.22352683544158936},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.19663721323013306},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.19334006309509277},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15833619236946106},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1471165418624878},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12505674362182617}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6911672353744507},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.6584481596946716},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.598537027835846},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5846623778343201},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.5730434060096741},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5319825410842896},{"id":"https://openalex.org/C2778213512","wikidata":"https://www.wikidata.org/wiki/Q844935","display_name":"Coronary artery disease","level":2,"score":0.5166993141174316},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.4912413954734802},{"id":"https://openalex.org/C2781464450","wikidata":"https://www.wikidata.org/wiki/Q839144","display_name":"Treadmill","level":2,"score":0.43345165252685547},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.42424893379211426},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29418647289276123},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.22352683544158936},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.19663721323013306},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.19334006309509277},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15833619236946106},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1471165418624878},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12505674362182617}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/3-540-48720-4_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-48720-4_24","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":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1550706713","https://openalex.org/W1992786918","https://openalex.org/W2436981582","https://openalex.org/W3145054678","https://openalex.org/W4212991973","https://openalex.org/W4244597044"],"related_works":["https://openalex.org/W2076543106","https://openalex.org/W2523437662","https://openalex.org/W89844371","https://openalex.org/W2019891950","https://openalex.org/W2085842814","https://openalex.org/W4286643620","https://openalex.org/W4387048144","https://openalex.org/W2492135063","https://openalex.org/W2362514456","https://openalex.org/W2136232598"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}