{"id":"https://openalex.org/W1466892810","doi":"https://doi.org/10.1007/978-3-319-21915-8_11","title":"Change Point Detection and Dealing with Gradual and Multi-order Dynamics in Process Mining","display_name":"Change Point Detection and Dealing with Gradual and Multi-order Dynamics in Process Mining","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W1466892810","doi":"https://doi.org/10.1007/978-3-319-21915-8_11","mag":"1466892810"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-21915-8_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-21915-8_11","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073241647","display_name":"J. Martjushev","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/I56085075","display_name":"University of Tartu","ror":"https://ror.org/03z77qz90","country_code":"EE","type":"education","lineage":["https://openalex.org/I56085075"]}],"countries":["EE","NL"],"is_corresponding":true,"raw_author_name":"J. Martjushev","raw_affiliation_strings":["Eindhoven University of Technology, Eindhoven, The Netherlands","University of Tartu, Tartu, Estonia","Eindhoven University of Technology","University of Tartu"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"University of Tartu, Tartu, Estonia","institution_ids":["https://openalex.org/I56085075"]},{"raw_affiliation_string":"Eindhoven University of Technology","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"University of Tartu","institution_ids":["https://openalex.org/I56085075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089187689","display_name":"R. P. Jagadeesh Chandra Bose","orcid":"https://orcid.org/0000-0001-6771-5500"},"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":"R. P. Jagadeesh Chandra Bose","raw_affiliation_strings":["Eindhoven University of Technology, Eindhoven, The Netherlands","EINDHOVEN UNIVERSITY OF TECHNOLOGY"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"EINDHOVEN UNIVERSITY OF TECHNOLOGY","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","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":["Eindhoven University of Technology, Eindhoven, The Netherlands","EINDHOVEN UNIVERSITY OF TECHNOLOGY"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"EINDHOVEN UNIVERSITY OF TECHNOLOGY","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073241647"],"corresponding_institution_ids":["https://openalex.org/I56085075","https://openalex.org/I83019370"],"apc_list":null,"apc_paid":null,"fwci":9.8974,"has_fulltext":false,"cited_by_count":55,"citation_normalized_percentile":{"value":0.98162418,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"161","last_page":"178"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9993000030517578,"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":0.9993000030517578,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9930999875068665,"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"}},{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9814000129699707,"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/process","display_name":"Process (computing)","score":0.7374237775802612},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6546672582626343},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5998141169548035},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.5907090902328491},{"id":"https://openalex.org/keywords/process-dynamics","display_name":"Process dynamics","score":0.5236746668815613},{"id":"https://openalex.org/keywords/point-process","display_name":"Point process","score":0.5092886686325073},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5026354789733887},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.47651803493499756},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.4707420766353607},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4639441967010498},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.45073428750038147},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.44428551197052},{"id":"https://openalex.org/keywords/business-process-discovery","display_name":"Business process discovery","score":0.4399127662181854},{"id":"https://openalex.org/keywords/process-modeling","display_name":"Process modeling","score":0.4283468723297119},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.3251670002937317},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28651028871536255},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2043088674545288},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.12692153453826904},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11564812064170837},{"id":"https://openalex.org/keywords/business-process-management","display_name":"Business process management","score":0.08744698762893677},{"id":"https://openalex.org/keywords/business-process-modeling","display_name":"Business process modeling","score":0.07215344905853271},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0639704167842865}],"concepts":[{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.7374237775802612},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6546672582626343},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5998141169548035},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.5907090902328491},{"id":"https://openalex.org/C2987333383","wikidata":"https://www.wikidata.org/wiki/Q1649571","display_name":"Process dynamics","level":3,"score":0.5236746668815613},{"id":"https://openalex.org/C88871306","wikidata":"https://www.wikidata.org/wiki/Q7208287","display_name":"Point process","level":2,"score":0.5092886686325073},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5026354789733887},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.47651803493499756},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4707420766353607},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4639441967010498},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.45073428750038147},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.44428551197052},{"id":"https://openalex.org/C93453677","wikidata":"https://www.wikidata.org/wiki/Q1017580","display_name":"Business process discovery","level":5,"score":0.4399127662181854},{"id":"https://openalex.org/C76956256","wikidata":"https://www.wikidata.org/wiki/Q27610560","display_name":"Process modeling","level":3,"score":0.4283468723297119},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.3251670002937317},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28651028871536255},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2043088674545288},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.12692153453826904},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11564812064170837},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.08744698762893677},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.07215344905853271},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0639704167842865},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"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/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}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-319-21915-8_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-21915-8_11","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/c05b8b38-ed4f-4bfa-bc27-8611c0398c75","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/c05b8b38-ed4f-4bfa-bc27-8611c0398c75","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":"Martjushev, J, Jagadeesh Chandra Bose, R P & van der Aalst, W M P 2015, Change point detection and dealing with gradual and multi-order dynamics in process mining. in R Matulevicius & M Dumas (eds), Perspectives in Business Informatics Research : 14th International Conference, BIR 2015, Tartu, Estonia, August 26-28, 2015, Proceedings. Lecture Notes in Business Information Processing, vol. 229, Springer, Dordrecht, pp. 161-178. https://doi.org/10.1007/978-3-319-21915-8_11","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:798719","is_oa":false,"landing_page_url":"http://library.tue.nl/csp/dare/LinkToRepository.csp?recordnumber=798719","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:798719","is_oa":false,"landing_page_url":"http://repository.tue.nl/798719","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:tue:oai:pure.tue.nl:publications/c05b8b38-ed4f-4bfa-bc27-8611c0398c75","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/c05b8b38-ed4f-4bfa-bc27-8611c0398c75","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":"Perspectives in Business Informatics Research: 14th International Conference, BIR 2015, Tartu, Estonia, August 26-28, 2015, Proceedings, 161 - 178","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W74922662","https://openalex.org/W102894873","https://openalex.org/W163332123","https://openalex.org/W188803003","https://openalex.org/W1490658580","https://openalex.org/W1531493594","https://openalex.org/W1568573127","https://openalex.org/W1590143167","https://openalex.org/W1595719083","https://openalex.org/W1676329152","https://openalex.org/W1868510621","https://openalex.org/W2009543464","https://openalex.org/W2019848372","https://openalex.org/W2022775778","https://openalex.org/W2143991132","https://openalex.org/W2150784528","https://openalex.org/W2166576719","https://openalex.org/W2171646452","https://openalex.org/W2177472777","https://openalex.org/W2394906752","https://openalex.org/W4230145224","https://openalex.org/W4241336979","https://openalex.org/W4249484115","https://openalex.org/W4293857795"],"related_works":["https://openalex.org/W4365511202","https://openalex.org/W2150478723","https://openalex.org/W4300560926","https://openalex.org/W2608662023","https://openalex.org/W2158991459","https://openalex.org/W2808742510","https://openalex.org/W4248246100","https://openalex.org/W4205089782","https://openalex.org/W2772392577","https://openalex.org/W4322505129"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}