{"id":"https://openalex.org/W2766566516","doi":"https://doi.org/10.1007/978-3-319-70169-1_25","title":"Alternative Variable Splitting Methods to Learn Sum-Product Networks","display_name":"Alternative Variable Splitting Methods to Learn Sum-Product Networks","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2766566516","doi":"https://doi.org/10.1007/978-3-319-70169-1_25","mag":"2766566516"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-70169-1_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-70169-1_25","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/A5047232379","display_name":"Nicola Di Mauro","orcid":"https://orcid.org/0000-0002-5858-1931"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Nicola Di Mauro","raw_affiliation_strings":["Department of Computer Science, University of Bari \u201cAldo Moro\u201d, Bari, Italy","Department of Computer Science, University of Bari \"Aldo Moro\", Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Bari \u201cAldo Moro\u201d, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Department of Computer Science, University of Bari \"Aldo Moro\", Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035635558","display_name":"Floriana Esposito","orcid":"https://orcid.org/0000-0002-1075-3239"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Floriana Esposito","raw_affiliation_strings":["Department of Computer Science, University of Bari \u201cAldo Moro\u201d, Bari, Italy","University of Bari, Bari, Italy","Department of Computer Science, University of Bari \"Aldo Moro\", Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Bari \u201cAldo Moro\u201d, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"University of Bari, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Department of Computer Science, University of Bari \"Aldo Moro\", Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028241558","display_name":"Fabrizio Ventola","orcid":null},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabrizio G. Ventola","raw_affiliation_strings":["Department of Computer Science, University of Bari \u201cAldo Moro\u201d, Bari, Italy","Department of Computer Science, University of Bari \"Aldo Moro\", Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Bari \u201cAldo Moro\u201d, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Department of Computer Science, University of Bari \"Aldo Moro\", Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069110696","display_name":"Antonio Vergari","orcid":"https://orcid.org/0000-0003-0036-5678"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Vergari","raw_affiliation_strings":["Department of Computer Science, University of Bari \u201cAldo Moro\u201d, Bari, Italy","Department of Computer Science, University of Bari \"Aldo Moro\", Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Bari \u201cAldo Moro\u201d, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Department of Computer Science, University of Bari \"Aldo Moro\", Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5047232379"],"corresponding_institution_ids":["https://openalex.org/I5561750"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.5649,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.71196037,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"334","last_page":"346"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9966999888420105,"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":0.9966999888420105,"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/T10211","display_name":"Computational Drug Discovery Methods","score":0.972599983215332,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12535","display_name":"Machine Learning and Data Classification","score":0.95660001039505,"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/quadratic-growth","display_name":"Quadratic growth","score":0.6730030179023743},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6505734920501709},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5994791984558105},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.5840656757354736},{"id":"https://openalex.org/keywords/random-variable","display_name":"Random variable","score":0.5090669989585876},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.5011122226715088},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.47237804532051086},{"id":"https://openalex.org/keywords/quadratic-equation","display_name":"Quadratic equation","score":0.44779065251350403},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.417711466550827},{"id":"https://openalex.org/keywords/approximate-inference","display_name":"Approximate inference","score":0.4154647886753082},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3977035880088806},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32060959935188293},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.281573623418808},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12864536046981812}],"concepts":[{"id":"https://openalex.org/C195956108","wikidata":"https://www.wikidata.org/wiki/Q7268362","display_name":"Quadratic growth","level":2,"score":0.6730030179023743},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6505734920501709},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5994791984558105},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.5840656757354736},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.5090669989585876},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.5011122226715088},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.47237804532051086},{"id":"https://openalex.org/C129844170","wikidata":"https://www.wikidata.org/wiki/Q41299","display_name":"Quadratic equation","level":2,"score":0.44779065251350403},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.417711466550827},{"id":"https://openalex.org/C2777472644","wikidata":"https://www.wikidata.org/wiki/Q16968992","display_name":"Approximate inference","level":3,"score":0.4154647886753082},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3977035880088806},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32060959935188293},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.281573623418808},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12864536046981812},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-70169-1_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-70169-1_25","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"},{"id":"pmh:oai:ricerca.uniba.it:11586/214895","is_oa":false,"landing_page_url":"http://hdl.handle.net/11586/214895","pdf_url":null,"source":{"id":"https://openalex.org/S4377196296","display_name":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5561750","host_organization_name":"University of Bari Aldo Moro","host_organization_lineage":["https://openalex.org/I5561750"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W16192384","https://openalex.org/W283954808","https://openalex.org/W1511986666","https://openalex.org/W1544557312","https://openalex.org/W1964821516","https://openalex.org/W2040370888","https://openalex.org/W2043525538","https://openalex.org/W2070450685","https://openalex.org/W2119900738","https://openalex.org/W2153074847","https://openalex.org/W2159687189","https://openalex.org/W2168530685","https://openalex.org/W2168906135","https://openalex.org/W2196348858","https://openalex.org/W2265415682","https://openalex.org/W2272187831","https://openalex.org/W2395740735","https://openalex.org/W2399803916","https://openalex.org/W2403625461","https://openalex.org/W2476464964","https://openalex.org/W2604527782","https://openalex.org/W2911964244","https://openalex.org/W2952995550","https://openalex.org/W3101213140","https://openalex.org/W3140968660"],"related_works":["https://openalex.org/W2084086280","https://openalex.org/W2027198738","https://openalex.org/W2397767885","https://openalex.org/W237421766","https://openalex.org/W3013712002","https://openalex.org/W2023096387","https://openalex.org/W2077146756","https://openalex.org/W4293088966","https://openalex.org/W2917463375","https://openalex.org/W4238939226"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}