{"id":"https://openalex.org/W2248372602","doi":"https://doi.org/10.1007/s11222-015-9611-4","title":"Learning discrete decomposable graphical models via constraint optimization","display_name":"Learning discrete decomposable graphical models via constraint optimization","publication_year":2015,"publication_date":"2015-11-11","ids":{"openalex":"https://openalex.org/W2248372602","doi":"https://doi.org/10.1007/s11222-015-9611-4","mag":"2248372602"},"language":"en","primary_location":{"id":"doi:10.1007/s11222-015-9611-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11222-015-9611-4","pdf_url":null,"source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics and Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.aalto.fi/files/30223840/SCI_Janhunen_et_al_Learning_Discrete_STATCOMP17.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046046339","display_name":"Tomi Janhunen","orcid":"https://orcid.org/0000-0002-2029-7708"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tomi Janhunen","raw_affiliation_strings":["Department of Computer Science, Aalto University, Espoo, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006066772","display_name":"Martin Gebser","orcid":"https://orcid.org/0000-0002-8010-4752"},"institutions":[{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["DE","FI"],"is_corresponding":false,"raw_author_name":"Martin Gebser","raw_affiliation_strings":["Department of Computer Science, Aalto University, Espoo, Finland","University of Potsdam, Potsdam, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"University of Potsdam, Potsdam, Germany","institution_ids":["https://openalex.org/I176453806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064256945","display_name":"Jussi Rintanen","orcid":"https://orcid.org/0000-0001-5983-0074"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["AU","FI"],"is_corresponding":false,"raw_author_name":"Jussi Rintanen","raw_affiliation_strings":["Department of Computer Science, Aalto University, Espoo, Finland","Griffith University, Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Griffith University, Brisbane, Australia","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014098532","display_name":"Henrik Nyman","orcid":null},"institutions":[{"id":"https://openalex.org/I130217899","display_name":"\u00c5bo Akademi University","ror":"https://ror.org/029pk6x14","country_code":"FI","type":"education","lineage":["https://openalex.org/I130217899"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Henrik Nyman","raw_affiliation_strings":["Department of Mathematics and Statistics, \u00c5bo Akademi University, \u00c5bo, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, \u00c5bo Akademi University, \u00c5bo, Finland","institution_ids":["https://openalex.org/I130217899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046161876","display_name":"Johan Pensar","orcid":"https://orcid.org/0000-0002-5158-5761"},"institutions":[{"id":"https://openalex.org/I130217899","display_name":"\u00c5bo Akademi University","ror":"https://ror.org/029pk6x14","country_code":"FI","type":"education","lineage":["https://openalex.org/I130217899"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Johan Pensar","raw_affiliation_strings":["Department of Mathematics and Statistics, \u00c5bo Akademi University, \u00c5bo, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, \u00c5bo Akademi University, \u00c5bo, Finland","institution_ids":["https://openalex.org/I130217899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013196979","display_name":"Jukka Corander","orcid":"https://orcid.org/0000-0002-7752-1942"},"institutions":[{"id":"https://openalex.org/I1323065761","display_name":"Statistics Finland","ror":"https://ror.org/01n1rg855","country_code":"FI","type":"other","lineage":["https://openalex.org/I1323065761"]},{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Jukka Corander","raw_affiliation_strings":["Department of Mathematics and Statistics, University of Helsinki, Helsinki, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I1323065761","https://openalex.org/I133731052"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5013196979"],"corresponding_institution_ids":["https://openalex.org/I1323065761","https://openalex.org/I133731052"],"apc_list":{"value":2090,"currency":"EUR","value_usd":2690},"apc_paid":null,"fwci":2.669,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.9198234,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"27","issue":"1","first_page":"115","last_page":"130"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9993000030517578,"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/T11596","display_name":"Constraint Satisfaction and Optimization","score":0.9991000294685364,"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"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/graphical-model","display_name":"Graphical model","score":0.716803789138794},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5888533592224121},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5715842247009277},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.5448278784751892},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"Simulated annealing","score":0.5141087174415588},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.47972479462623596},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4287467300891876},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.4242556691169739},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.41853582859039307},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3894948363304138},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36934107542037964},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3599321246147156},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25409573316574097},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17841562628746033}],"concepts":[{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.716803789138794},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5888533592224121},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5715842247009277},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.5448278784751892},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.5141087174415588},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.47972479462623596},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4287467300891876},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.4242556691169739},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.41853582859039307},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3894948363304138},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36934107542037964},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3599321246147156},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25409573316574097},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17841562628746033},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s11222-015-9611-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11222-015-9611-4","pdf_url":null,"source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics and Computing","raw_type":"journal-article"},{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/35366","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/f87501a0-948c-4586-998f-1ebcaf5567bc","pdf_url":"https://research.aalto.fi/files/30223840/SCI_Janhunen_et_al_Learning_Discrete_STATCOMP17.pdf","source":{"id":"https://openalex.org/S4306401663","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.723.7462","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.723.7462","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.uni-potsdam.de/wv/pdfformat/jagerinypeco15a.pdf","raw_type":"text"},{"id":"pmh:oai:research-repository.griffith.edu.au:10072/101831","is_oa":false,"landing_page_url":"http://hdl.handle.net/10072/101831","pdf_url":null,"source":{"id":"https://openalex.org/S4306402548","display_name":"Griffith Research Online (Griffith University, Queensland, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11701301","host_organization_name":"Griffith University","host_organization_lineage":["https://openalex.org/I11701301"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal article"}],"best_oa_location":{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/35366","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/f87501a0-948c-4586-998f-1ebcaf5567bc","pdf_url":"https://research.aalto.fi/files/30223840/SCI_Janhunen_et_al_Learning_Discrete_STATCOMP17.pdf","source":{"id":"https://openalex.org/S4306401663","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4249896723","display_name":null,"funder_award_id":"251170","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"}],"funders":[{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2248372602.pdf","grobid_xml":"https://content.openalex.org/works/W2248372602.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W5815757","https://openalex.org/W158133315","https://openalex.org/W1511986666","https://openalex.org/W1514300868","https://openalex.org/W1517637854","https://openalex.org/W1536879214","https://openalex.org/W1544444076","https://openalex.org/W1546874952","https://openalex.org/W1639901403","https://openalex.org/W1698663318","https://openalex.org/W1775352280","https://openalex.org/W1824587283","https://openalex.org/W1838823657","https://openalex.org/W1988567870","https://openalex.org/W1998427290","https://openalex.org/W2003399177","https://openalex.org/W2009683816","https://openalex.org/W2019963883","https://openalex.org/W2033595269","https://openalex.org/W2035331304","https://openalex.org/W2036265926","https://openalex.org/W2037106315","https://openalex.org/W2040924621","https://openalex.org/W2049791401","https://openalex.org/W2073947316","https://openalex.org/W2080170980","https://openalex.org/W2091138122","https://openalex.org/W2092211394","https://openalex.org/W2095067466","https://openalex.org/W2100609826","https://openalex.org/W2103819837","https://openalex.org/W2111051773","https://openalex.org/W2111842988","https://openalex.org/W2112290166","https://openalex.org/W2134710070","https://openalex.org/W2143474538","https://openalex.org/W2148014621","https://openalex.org/W2152131859","https://openalex.org/W2155593578","https://openalex.org/W2156599035","https://openalex.org/W2158361602","https://openalex.org/W2167826316","https://openalex.org/W2188767980","https://openalex.org/W2293171224","https://openalex.org/W2953301101","https://openalex.org/W3022428349","https://openalex.org/W3102471271","https://openalex.org/W4211177544","https://openalex.org/W4299866835","https://openalex.org/W4388323202"],"related_works":["https://openalex.org/W2046650716","https://openalex.org/W2334544439","https://openalex.org/W1603106413","https://openalex.org/W1533846201","https://openalex.org/W4243346595","https://openalex.org/W2031935785","https://openalex.org/W2379689267","https://openalex.org/W2019559779","https://openalex.org/W3121358922","https://openalex.org/W2030780938"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
