{"id":"https://openalex.org/W4413839941","doi":"https://doi.org/10.1007/978-3-032-02867-9_18","title":"Leveraging Temporal Graphs for Enhancing Transformer-Based Predictive Process Monitoring","display_name":"Leveraging Temporal Graphs for Enhancing Transformer-Based Predictive Process Monitoring","publication_year":2025,"publication_date":"2025-08-30","ids":{"openalex":"https://openalex.org/W4413839941","doi":"https://doi.org/10.1007/978-3-032-02867-9_18"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-02867-9_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-02867-9_18","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/A5089083457","display_name":"Marc C. Hennig","orcid":"https://orcid.org/0009-0005-6185-2623"},"institutions":[{"id":"https://openalex.org/I174004417","display_name":"Munich University of Applied Sciences","ror":"https://ror.org/012k1v959","country_code":"DE","type":"education","lineage":["https://openalex.org/I174004417"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Marc C. Hennig","raw_affiliation_strings":["Munich University of Applied Sciences, Lothstr. 64, 80335, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Munich University of Applied Sciences, Lothstr. 64, 80335, Munich, Germany","institution_ids":["https://openalex.org/I174004417"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076826711","display_name":"Rainer Schmidt","orcid":"https://orcid.org/0000-0002-1637-0589"},"institutions":[{"id":"https://openalex.org/I174004417","display_name":"Munich University of Applied Sciences","ror":"https://ror.org/012k1v959","country_code":"DE","type":"education","lineage":["https://openalex.org/I174004417"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rainer Schmidt","raw_affiliation_strings":["Munich University of Applied Sciences, Lothstr. 64, 80335, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Munich University of Applied Sciences, Lothstr. 64, 80335, Munich, Germany","institution_ids":["https://openalex.org/I174004417"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5089083457"],"corresponding_institution_ids":["https://openalex.org/I174004417"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":8.6355,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.97881929,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"291","last_page":"307"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9975000023841858,"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":0.9975000023841858,"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"}},{"id":"https://openalex.org/T14470","display_name":"Advanced Data Processing Techniques","score":0.982699990272522,"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"}},{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9628000259399414,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8246848583221436},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.4861466586589813},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4307194948196411},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3802288770675659},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3495669960975647},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33311519026756287},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2008817195892334},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.13366082310676575},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.0840941071510315}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8246848583221436},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4861466586589813},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4307194948196411},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3802288770675659},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3495669960975647},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33311519026756287},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2008817195892334},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.13366082310676575},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0840941071510315},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-02867-9_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-02867-9_18","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W431380525","https://openalex.org/W1968000319","https://openalex.org/W2148540129","https://openalex.org/W2170505850","https://openalex.org/W2581522324","https://openalex.org/W2951532639","https://openalex.org/W3090577282","https://openalex.org/W3140537353","https://openalex.org/W3210874863","https://openalex.org/W3216686719","https://openalex.org/W4207030261","https://openalex.org/W4225472648","https://openalex.org/W4225832919","https://openalex.org/W4226484189","https://openalex.org/W4285242689","https://openalex.org/W4285543424","https://openalex.org/W4287755062","https://openalex.org/W4323566020","https://openalex.org/W4382797291","https://openalex.org/W4385212557","https://openalex.org/W4399273056","https://openalex.org/W4399273057","https://openalex.org/W4399273074","https://openalex.org/W4407743967","https://openalex.org/W4408985927","https://openalex.org/W4416083898","https://openalex.org/W6926865465","https://openalex.org/W6943952209","https://openalex.org/W6947888112"],"related_works":["https://openalex.org/W3188962172","https://openalex.org/W2772917594","https://openalex.org/W4312825515","https://openalex.org/W4306742369","https://openalex.org/W4303457083","https://openalex.org/W2131146434","https://openalex.org/W2951359407","https://openalex.org/W4310420093","https://openalex.org/W4376623224","https://openalex.org/W4387849428"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-31T07:56:22.981413","created_date":"2025-10-10T00:00:00"}