{"id":"https://openalex.org/W3021101329","doi":"https://doi.org/10.1007/s10472-020-09698-z","title":"Leveraging cluster backbones for improving MAP inference in statistical relational models","display_name":"Leveraging cluster backbones for improving MAP inference in statistical relational models","publication_year":2020,"publication_date":"2020-05-07","ids":{"openalex":"https://openalex.org/W3021101329","doi":"https://doi.org/10.1007/s10472-020-09698-z","mag":"3021101329"},"language":"en","primary_location":{"id":"doi:10.1007/s10472-020-09698-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10472-020-09698-z","pdf_url":null,"source":{"id":"https://openalex.org/S90199469","display_name":"Annals of Mathematics and Artificial Intelligence","issn_l":"1012-2443","issn":["1012-2443","1573-7470"],"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":"Annals of Mathematics and Artificial Intelligence","raw_type":"journal-article"},"type":"article","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/A5016924854","display_name":"Mohamed Hamza Ibrahim","orcid":"https://orcid.org/0000-0002-0604-2709"},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]},{"id":"https://openalex.org/I192398990","display_name":"Zagazig University","ror":"https://ror.org/053g6we49","country_code":"EG","type":"education","lineage":["https://openalex.org/I192398990"]}],"countries":["CA","EG"],"is_corresponding":true,"raw_author_name":"Mohamed-Hamza Ibrahim","raw_affiliation_strings":["Department of Computer and Software Engineering, \u00c9cole Polytechnique de Montr\u00e9al, Montr\u00e9al, Qu\u00e9bec, Canada","Department of Mathematics, Faculty of Science, Zagazig University, Zagazig, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Software Engineering, \u00c9cole Polytechnique de Montr\u00e9al, Montr\u00e9al, Qu\u00e9bec, Canada","institution_ids":["https://openalex.org/I45683168"]},{"raw_affiliation_string":"Department of Mathematics, Faculty of Science, Zagazig University, Zagazig, Egypt","institution_ids":["https://openalex.org/I192398990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075885606","display_name":"Christopher Pal","orcid":"https://orcid.org/0000-0001-6534-2114"},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Christopher Pal","raw_affiliation_strings":["Department of Computer and Software Engineering, \u00c9cole Polytechnique de Montr\u00e9al, Montr\u00e9al, Qu\u00e9bec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Software Engineering, \u00c9cole Polytechnique de Montr\u00e9al, Montr\u00e9al, Qu\u00e9bec, Canada","institution_ids":["https://openalex.org/I45683168"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018000450","display_name":"Gilles Pesant","orcid":"https://orcid.org/0000-0001-9797-0780"},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Gilles Pesant","raw_affiliation_strings":["Department of Computer and Software Engineering, \u00c9cole Polytechnique de Montr\u00e9al, Montr\u00e9al, Qu\u00e9bec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Software Engineering, \u00c9cole Polytechnique de Montr\u00e9al, Montr\u00e9al, Qu\u00e9bec, Canada","institution_ids":["https://openalex.org/I45683168"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5016924854"],"corresponding_institution_ids":["https://openalex.org/I192398990","https://openalex.org/I45683168"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04309859,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"88","issue":"8","first_page":"907","last_page":"949"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9998999834060669,"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":0.9998999834060669,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9839000105857849,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.8008711934089661},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6835463643074036},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5580946207046509},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.5404850244522095},{"id":"https://openalex.org/keywords/maximum-a-posteriori-estimation","display_name":"Maximum a posteriori estimation","score":0.537267804145813},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.521146297454834},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.5083226561546326},{"id":"https://openalex.org/keywords/belief-propagation","display_name":"Belief propagation","score":0.4959641396999359},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.48244529962539673},{"id":"https://openalex.org/keywords/parameterized-complexity","display_name":"Parameterized complexity","score":0.4699459373950958},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36362195014953613},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3554748296737671},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34550631046295166},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3256129026412964},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18713140487670898}],"concepts":[{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.8008711934089661},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6835463643074036},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5580946207046509},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.5404850244522095},{"id":"https://openalex.org/C9810830","wikidata":"https://www.wikidata.org/wiki/Q635384","display_name":"Maximum a posteriori estimation","level":3,"score":0.537267804145813},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.521146297454834},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.5083226561546326},{"id":"https://openalex.org/C152948882","wikidata":"https://www.wikidata.org/wiki/Q4060686","display_name":"Belief propagation","level":3,"score":0.4959641396999359},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.48244529962539673},{"id":"https://openalex.org/C165464430","wikidata":"https://www.wikidata.org/wiki/Q1570441","display_name":"Parameterized complexity","level":2,"score":0.4699459373950958},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36362195014953613},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3554748296737671},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34550631046295166},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3256129026412964},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18713140487670898},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10472-020-09698-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10472-020-09698-z","pdf_url":null,"source":{"id":"https://openalex.org/S90199469","display_name":"Annals of Mathematics and Artificial Intelligence","issn_l":"1012-2443","issn":["1012-2443","1573-7470"],"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":"Annals of Mathematics and Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:publications.polymtl.ca:45297","is_oa":false,"landing_page_url":"https://publications.polymtl.ca/45297/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401013","display_name":"PolyPublie (\u00c9cole Polytechnique de Montr\u00e9al)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45683168","host_organization_name":"Polytechnique Montr\u00e9al","host_organization_lineage":["https://openalex.org/I45683168"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article de revue"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321487","display_name":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":79,"referenced_works":["https://openalex.org/W30044362","https://openalex.org/W104792375","https://openalex.org/W121830907","https://openalex.org/W124040947","https://openalex.org/W157230443","https://openalex.org/W1534203854","https://openalex.org/W1535439311","https://openalex.org/W1538211826","https://openalex.org/W1538237753","https://openalex.org/W1554544485","https://openalex.org/W1562473198","https://openalex.org/W1585529040","https://openalex.org/W1593793857","https://openalex.org/W1753783230","https://openalex.org/W1907086563","https://openalex.org/W1965417459","https://openalex.org/W1968678581","https://openalex.org/W1977970897","https://openalex.org/W1983289383","https://openalex.org/W1985433906","https://openalex.org/W1996338626","https://openalex.org/W2017127020","https://openalex.org/W2035089769","https://openalex.org/W2040370888","https://openalex.org/W2054743378","https://openalex.org/W2061004891","https://openalex.org/W2065606385","https://openalex.org/W2075423090","https://openalex.org/W2078141733","https://openalex.org/W2098387242","https://openalex.org/W2103672714","https://openalex.org/W2107272354","https://openalex.org/W2108619558","https://openalex.org/W2119900738","https://openalex.org/W2124972601","https://openalex.org/W2130944959","https://openalex.org/W2131529421","https://openalex.org/W2135209143","https://openalex.org/W2136801552","https://openalex.org/W2140666719","https://openalex.org/W2142384583","https://openalex.org/W2143524933","https://openalex.org/W2150353295","https://openalex.org/W2151213817","https://openalex.org/W2151363206","https://openalex.org/W2154593562","https://openalex.org/W2159080219","https://openalex.org/W2164524038","https://openalex.org/W2164918853","https://openalex.org/W2165949425","https://openalex.org/W2169650188","https://openalex.org/W2171472464","https://openalex.org/W2188252507","https://openalex.org/W2197329920","https://openalex.org/W2207991438","https://openalex.org/W2260270066","https://openalex.org/W2263130483","https://openalex.org/W2542487480","https://openalex.org/W2592905825","https://openalex.org/W2605617669","https://openalex.org/W2621271919","https://openalex.org/W2659322006","https://openalex.org/W2747493828","https://openalex.org/W2770790965","https://openalex.org/W2796546530","https://openalex.org/W2910209909","https://openalex.org/W2950654313","https://openalex.org/W2950865781","https://openalex.org/W2952995462","https://openalex.org/W2963276753","https://openalex.org/W2963773273","https://openalex.org/W2964151414","https://openalex.org/W2971754136","https://openalex.org/W3020913839","https://openalex.org/W3099008794","https://openalex.org/W3102577161","https://openalex.org/W3140660692","https://openalex.org/W4297799124","https://openalex.org/W6632962164"],"related_works":["https://openalex.org/W2051058708","https://openalex.org/W154868527","https://openalex.org/W1494268238","https://openalex.org/W1983207144","https://openalex.org/W2490706771","https://openalex.org/W2480116122","https://openalex.org/W4255576661","https://openalex.org/W1516574938","https://openalex.org/W2563912921","https://openalex.org/W2180905035"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
