{"id":"https://openalex.org/W1932700478","doi":"https://doi.org/10.1007/11871842_52","title":"Learning Process Models with Missing Data","display_name":"Learning Process Models with Missing Data","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W1932700478","doi":"https://doi.org/10.1007/11871842_52","mag":"1932700478"},"language":"en","primary_location":{"id":"doi:10.1007/11871842_52","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11871842_52","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/A5004498198","display_name":"Will Bridewell","orcid":"https://orcid.org/0000-0003-3676-9279"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Will Bridewell","raw_affiliation_strings":["Computational Learning Laboratory, CSLI, Stanford University, Stanford, CA, 94305, USA","Computational Learning Laboratory, CSLI, Stanford University, Stanford, CA#TAB#"],"affiliations":[{"raw_affiliation_string":"Computational Learning Laboratory, CSLI, Stanford University, Stanford, CA, 94305, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Computational Learning Laboratory, CSLI, Stanford University, Stanford, CA#TAB#","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081275482","display_name":"Pat Langley","orcid":"https://orcid.org/0000-0001-5260-7048"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pat Langley","raw_affiliation_strings":["Computational Learning Laboratory, CSLI, Stanford University, Stanford, CA, 94305, USA","Computational Learning Laboratory, CSLI, Stanford University, Stanford, CA#TAB#"],"affiliations":[{"raw_affiliation_string":"Computational Learning Laboratory, CSLI, Stanford University, Stanford, CA, 94305, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Computational Learning Laboratory, CSLI, Stanford University, Stanford, CA#TAB#","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080345082","display_name":"Steve Racunas","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steve Racunas","raw_affiliation_strings":["Computational Learning Laboratory, CSLI, Stanford University, Stanford, CA, 94305, USA","Computational Learning Laboratory, CSLI, Stanford University, Stanford, CA#TAB#"],"affiliations":[{"raw_affiliation_string":"Computational Learning Laboratory, CSLI, Stanford University, Stanford, CA, 94305, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Computational Learning Laboratory, CSLI, Stanford University, Stanford, CA#TAB#","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022713919","display_name":"Stuart R. Borrett","orcid":"https://orcid.org/0000-0002-5759-3711"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stuart Borrett","raw_affiliation_strings":["Computational Learning Laboratory, CSLI, Stanford University, Stanford, CA, 94305, USA","Computational Learning Laboratory, CSLI, Stanford University, Stanford, CA#TAB#"],"affiliations":[{"raw_affiliation_string":"Computational Learning Laboratory, CSLI, Stanford University, Stanford, CA, 94305, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Computational Learning Laboratory, CSLI, Stanford University, Stanford, CA#TAB#","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5004498198"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.535,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.91368078,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"557","last_page":"565"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T12072","display_name":"Machine Learning and Algorithms","score":0.9886999726295471,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9848999977111816,"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/missing-data","display_name":"Missing data","score":0.8008137941360474},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6877274513244629},{"id":"https://openalex.org/keywords/expectation\u2013maximization-algorithm","display_name":"Expectation\u2013maximization algorithm","score":0.6722030639648438},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.601213812828064},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.5111177563667297},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.510134756565094},{"id":"https://openalex.org/keywords/point-process","display_name":"Point process","score":0.48727238178253174},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47662627696990967},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.47444212436676025},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4694637358188629},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.43628358840942383},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35884422063827515},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3346000909805298},{"id":"https://openalex.org/keywords/maximum-likelihood","display_name":"Maximum likelihood","score":0.21146881580352783},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15238335728645325},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10428151488304138},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07383590936660767}],"concepts":[{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.8008137941360474},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6877274513244629},{"id":"https://openalex.org/C182081679","wikidata":"https://www.wikidata.org/wiki/Q1275153","display_name":"Expectation\u2013maximization algorithm","level":3,"score":0.6722030639648438},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.601213812828064},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.5111177563667297},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.510134756565094},{"id":"https://openalex.org/C88871306","wikidata":"https://www.wikidata.org/wiki/Q7208287","display_name":"Point process","level":2,"score":0.48727238178253174},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47662627696990967},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.47444212436676025},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4694637358188629},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.43628358840942383},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35884422063827515},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3346000909805298},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.21146881580352783},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15238335728645325},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10428151488304138},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07383590936660767},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/11871842_52","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11871842_52","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":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W55365067","https://openalex.org/W58877925","https://openalex.org/W177330683","https://openalex.org/W1557501260","https://openalex.org/W1969027200","https://openalex.org/W1980210445","https://openalex.org/W2017519329","https://openalex.org/W2044758663","https://openalex.org/W2049633694","https://openalex.org/W2053190303","https://openalex.org/W2066814802","https://openalex.org/W2093696424","https://openalex.org/W2102828948","https://openalex.org/W2127074645","https://openalex.org/W2148497685","https://openalex.org/W2158208985","https://openalex.org/W2988466273"],"related_works":["https://openalex.org/W1979853834","https://openalex.org/W4285814174","https://openalex.org/W2050773700","https://openalex.org/W2964631039","https://openalex.org/W1514609475","https://openalex.org/W4225258110","https://openalex.org/W4293872997","https://openalex.org/W2127074645","https://openalex.org/W2187892721","https://openalex.org/W1932700478"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}