{"id":"https://openalex.org/W2582485373","doi":"https://doi.org/10.1007/978-3-319-53435-0_3","title":"Detecting Changes in Process Behavior Using Comparative Case Clustering","display_name":"Detecting Changes in Process Behavior Using Comparative Case Clustering","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2582485373","doi":"https://doi.org/10.1007/978-3-319-53435-0_3","mag":"2582485373"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-53435-0_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-53435-0_3","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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 Business Information Processing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://inria.hal.science/hal-01651887","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036055893","display_name":"Bart F. A. Hompes","orcid":null},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]},{"id":"https://openalex.org/I4210122849","display_name":"Philips (Netherlands)","ror":"https://ror.org/02p2bgp27","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210122849"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"B. F. A. Hompes","raw_affiliation_strings":["Department of Mathematics and Computer Science, Eindhoven University of Technology, Eindhoven, The Netherlands","Philips Research, Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"Philips Research, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I4210122849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052557901","display_name":"Joos C. A. M. Buijs","orcid":"https://orcid.org/0000-0003-0568-3237"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"J. C. A. M. Buijs","raw_affiliation_strings":["Department of Mathematics and Computer Science, Eindhoven University of Technology, Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069762894","display_name":"Wil M. P. van der Aalst","orcid":"https://orcid.org/0000-0002-0955-6940"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Wil M. P. van der Aalst","raw_affiliation_strings":["Department of Mathematics and Computer Science, Eindhoven University of Technology, Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108623556","display_name":"P. M. Dixit","orcid":null},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]},{"id":"https://openalex.org/I4210122849","display_name":"Philips (Netherlands)","ror":"https://ror.org/02p2bgp27","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210122849"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"P. M. Dixit","raw_affiliation_strings":["Department of Mathematics and Computer Science, Eindhoven University of Technology, Eindhoven, The Netherlands","Philips Research, Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"Philips Research, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I4210122849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026034173","display_name":"J. Buurman","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122849","display_name":"Philips (Netherlands)","ror":"https://ror.org/02p2bgp27","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210122849"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"J. Buurman","raw_affiliation_strings":["Philips Research, Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Philips Research, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I4210122849"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5036055893"],"corresponding_institution_ids":["https://openalex.org/I4210122849","https://openalex.org/I83019370"],"apc_list":null,"apc_paid":null,"fwci":6.0765,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.96629754,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"54","last_page":"75"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.978600025177002,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9732999801635742,"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":[{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.7174617052078247},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.714571475982666},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6472479104995728},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5977503061294556},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.5476958155632019},{"id":"https://openalex.org/keywords/business-process-discovery","display_name":"Business process discovery","score":0.5114785432815552},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.5031198859214783},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4833473861217499},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.47827160358428955},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.46437492966651917},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3997674882411957},{"id":"https://openalex.org/keywords/business-process-management","display_name":"Business process management","score":0.3826507031917572},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32346776127815247},{"id":"https://openalex.org/keywords/business-process-modeling","display_name":"Business process modeling","score":0.2990156412124634},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.2438412606716156},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17597699165344238},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.11840912699699402},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09818843007087708},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07314029335975647}],"concepts":[{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.7174617052078247},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.714571475982666},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6472479104995728},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5977503061294556},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.5476958155632019},{"id":"https://openalex.org/C93453677","wikidata":"https://www.wikidata.org/wiki/Q1017580","display_name":"Business process discovery","level":5,"score":0.5114785432815552},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.5031198859214783},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4833473861217499},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.47827160358428955},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.46437492966651917},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3997674882411957},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.3826507031917572},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32346776127815247},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.2990156412124634},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.2438412606716156},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17597699165344238},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.11840912699699402},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09818843007087708},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07314029335975647},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":9,"locations":[{"id":"doi:10.1007/978-3-319-53435-0_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-53435-0_3","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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 Business Information Processing","raw_type":"book-chapter"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/334db300-2cfd-485d-ba18-a9674c8bd75b","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/334db300-2cfd-485d-ba18-a9674c8bd75b","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Hompes, B F A, Buijs, J C A M, van der Aalst, W M P, Dixit, P M & Buurman, J 2017, Detecting changes in process behavior using comparative case clustering. in P Ceravolo & S Rinderle-Ma (eds), Data-Driven Process Discovery and Analysis : 5th IFIP WG 2.6 International Symposium, SIMPDA 2015, Vienna, Austria, December 9-11, 2015, Revised Selected Papers. Lecture Notes in Business Information Processing, vol. 244, Springer, Dordrecht, pp. 54-75, 5th International Symposium on Data-Driven Process Discovery and Analysis (SIMPDA 2015, Vienna, Austria, 9/12/15. https://doi.org/10.1007/978-3-319-53435-0_3","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:863937","is_oa":false,"landing_page_url":"http://library.tue.nl/csp/dare/LinkToRepository.csp?recordnumber=863937","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:882460","is_oa":false,"landing_page_url":"http://library.tue.nl/csp/dare/LinkToRepository.csp?recordnumber=882460","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:HAL:hal-01651887v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01651887","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"5th International Symposium on Data-Driven Process Discovery and Analysis (SIMPDA), Dec 2015, Vienna, Austria. pp.54-75, &#x27E8;10.1007/978-3-319-53435-0_3&#x27E9;","raw_type":"Conference papers"},{"id":"pmh:oai:library.tue.nl:863937","is_oa":false,"landing_page_url":"http://repository.tue.nl/863937","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:library.tue.nl:882460","is_oa":false,"landing_page_url":"http://repository.tue.nl/882460","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:pure.tue.nl:publications/334db300-2cfd-485d-ba18-a9674c8bd75b","is_oa":false,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85012965311&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hompes, B F A, Buijs, J C A M, van der Aalst, W M P, Dixit, P M & Buurman, J 2017, Detecting changes in process behavior using comparative case clustering. in P Ceravolo & S Rinderle-Ma (eds), Data-Driven Process Discovery and Analysis : 5th IFIP WG 2.6 International Symposium, SIMPDA 2015, Vienna, Austria, December 9-11, 2015, Revised Selected Papers. Lecture Notes in Business Information Processing, vol. 244, Springer, Dordrecht, pp. 54-75, 5th International Symposium on Data-Driven Process Discovery and Analysis (SIMPDA 2015, Vienna, Austria, 9/12/15. https://doi.org/10.1007/978-3-319-53435-0_3","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:tue:oai:pure.tue.nl:publications/334db300-2cfd-485d-ba18-a9674c8bd75b","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/334db300-2cfd-485d-ba18-a9674c8bd75b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data-Driven Process Discovery and Analysis: 5th IFIP WG 2.6 International Symposium, SIMPDA 2015, Vienna, Austria, December 9-11, 2015, Revised Selected Papers, 54 - 75","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01651887v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01651887","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"5th International Symposium on Data-Driven Process Discovery and Analysis (SIMPDA), Dec 2015, Vienna, Austria. pp.54-75, &#x27E8;10.1007/978-3-319-53435-0_3&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W163332123","https://openalex.org/W281005445","https://openalex.org/W342312383","https://openalex.org/W780535454","https://openalex.org/W1466892810","https://openalex.org/W1490658580","https://openalex.org/W1537430301","https://openalex.org/W1592254591","https://openalex.org/W1593269637","https://openalex.org/W1598798710","https://openalex.org/W1868510621","https://openalex.org/W1991164445","https://openalex.org/W2101238481","https://openalex.org/W2166557397","https://openalex.org/W2177472777","https://openalex.org/W2191840305","https://openalex.org/W2293050121","https://openalex.org/W2394906752","https://openalex.org/W2593991087","https://openalex.org/W2941618234","https://openalex.org/W4230145224","https://openalex.org/W6891551448"],"related_works":["https://openalex.org/W2150478723","https://openalex.org/W4365511202","https://openalex.org/W4300560926","https://openalex.org/W2050159024","https://openalex.org/W3184122949","https://openalex.org/W2734067265","https://openalex.org/W88310037","https://openalex.org/W2972124102","https://openalex.org/W2408600672","https://openalex.org/W3181836073"],"abstract_inverted_index":{"Real-life":[0],"business":[1,75],"processes":[2,21,52,60],"are":[3,53,66],"complex":[4],"and":[5,18,39,64,99,114,122],"often":[6],"exhibit":[7],"a":[8,80],"high":[9],"degree":[10],"of":[11,72],"variability.":[12],"Additionally,":[13],"due":[14],"to":[15,61,89],"changing":[16],"conditions":[17],"circumstances,":[19],"these":[20,131],"continuously":[22],"evolve":[23],"over":[24],"time.":[25],"For":[26],"example,":[27],"in":[28,33,37,92,109],"the":[29,70,115],"healthcare":[30],"domain,":[31],"advances":[32],"medicine":[34],"trigger":[35],"changes":[36,91],"diagnoses":[38],"treatment":[40],"processes.":[41,76],"Case":[42],"data":[43,125],"(e.g.":[44],"treating":[45],"physician,":[46],"patient":[47],"age)":[48],"also":[49],"influence":[50],"how":[51],"executed.":[54],"Existing":[55],"process":[56,100],"mining":[57],"techniques":[58],"assume":[59],"be":[62,97,103],"static":[63],"therefore":[65],"less":[67],"suited":[68],"for":[69],"analysis":[71],"contemporary,":[73],"flexible":[74],"This":[77],"paper":[78],"presents":[79],"novel":[81],"comparative":[82],"case":[83],"clustering":[84],"approach":[85],"that":[86],"is":[87],"able":[88],"expose":[90],"behavior.":[93],"Valuable":[94],"insights":[95],"can":[96,102,129],"gained":[98],"improvements":[101],"made":[104],"by":[105],"finding":[106],"those":[107],"points":[108],"time":[110],"where":[111],"behavior":[112],"changed":[113],"reasons":[116],"why.":[117],"Evaluation":[118],"using":[119],"both":[120],"synthetic":[121],"real-life":[123],"event":[124],"shows":[126],"our":[127],"technique":[128],"provide":[130],"insights.":[132]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
