{"id":"https://openalex.org/W2073382079","doi":"https://doi.org/10.1007/s12532-014-0074-y","title":"Alternating proximal gradient method for sparse nonnegative Tucker decomposition","display_name":"Alternating proximal gradient method for sparse nonnegative Tucker decomposition","publication_year":2014,"publication_date":"2014-05-19","ids":{"openalex":"https://openalex.org/W2073382079","doi":"https://doi.org/10.1007/s12532-014-0074-y","mag":"2073382079"},"language":"en","primary_location":{"id":"doi:10.1007/s12532-014-0074-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12532-014-0074-y","pdf_url":null,"source":{"id":"https://openalex.org/S173077093","display_name":"Mathematical Programming Computation","issn_l":"1867-2949","issn":["1867-2949","1867-2957"],"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":"Mathematical Programming Computation","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/A5055895298","display_name":"Yangyang Xu","orcid":"https://orcid.org/0000-0002-4163-3723"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yangyang Xu","raw_affiliation_strings":["Department of Computational and Applied Mathematics, Rice University, Houston, TX, USA","Department of Computational and Applied Mathematics, Rice University, Houston, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computational and Applied Mathematics, Rice University, Houston, TX, USA","institution_ids":["https://openalex.org/I74775410"]},{"raw_affiliation_string":"Department of Computational and Applied Mathematics, Rice University, Houston, USA","institution_ids":["https://openalex.org/I74775410"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5055895298"],"corresponding_institution_ids":["https://openalex.org/I74775410"],"apc_list":{"value":2390,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":1.9935,"has_fulltext":false,"cited_by_count":91,"citation_normalized_percentile":{"value":0.85287846,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"7","issue":"1","first_page":"39","last_page":"70"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10575","display_name":"Wireless Communication Networks Research","score":0.9160000085830688,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/tucker-decomposition","display_name":"Tucker decomposition","score":0.7954840660095215},{"id":"https://openalex.org/keywords/sparse-approximation","display_name":"Sparse approximation","score":0.6115407943725586},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6083100438117981},{"id":"https://openalex.org/keywords/tensor-decomposition","display_name":"Tensor decomposition","score":0.5720140933990479},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.5430246591567993},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.5346815586090088},{"id":"https://openalex.org/keywords/sparse-matrix","display_name":"Sparse matrix","score":0.5208485722541809},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5131028890609741},{"id":"https://openalex.org/keywords/theory-of-computation","display_name":"Theory of computation","score":0.5019080638885498},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.4668138027191162},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4526403546333313},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4239170253276825},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.42261725664138794},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.42180323600769043},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29315564036369324},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1311219334602356},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.07796630263328552}],"concepts":[{"id":"https://openalex.org/C42704193","wikidata":"https://www.wikidata.org/wiki/Q7851097","display_name":"Tucker decomposition","level":4,"score":0.7954840660095215},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.6115407943725586},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6083100438117981},{"id":"https://openalex.org/C2986737658","wikidata":"https://www.wikidata.org/wiki/Q30103009","display_name":"Tensor decomposition","level":3,"score":0.5720140933990479},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.5430246591567993},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.5346815586090088},{"id":"https://openalex.org/C56372850","wikidata":"https://www.wikidata.org/wiki/Q1050404","display_name":"Sparse matrix","level":3,"score":0.5208485722541809},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5131028890609741},{"id":"https://openalex.org/C24858836","wikidata":"https://www.wikidata.org/wiki/Q844718","display_name":"Theory of computation","level":2,"score":0.5019080638885498},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.4668138027191162},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4526403546333313},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4239170253276825},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.42261725664138794},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.42180323600769043},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29315564036369324},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1311219334602356},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.07796630263328552},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C147597530","wikidata":"https://www.wikidata.org/wiki/Q369472","display_name":"Computational chemistry","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s12532-014-0074-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12532-014-0074-y","pdf_url":null,"source":{"id":"https://openalex.org/S173077093","display_name":"Mathematical Programming Computation","issn_l":"1867-2949","issn":["1867-2949","1867-2957"],"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":"Mathematical Programming Computation","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.744.9719","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.744.9719","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arxiv.org/pdf/1302.2559.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320338279","display_name":"Air Force Office of Scientific Research","ror":"https://ror.org/011e9bt93"},{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W203463254","https://openalex.org/W1246381107","https://openalex.org/W1488435683","https://openalex.org/W1846534543","https://openalex.org/W1902027874","https://openalex.org/W1963826206","https://openalex.org/W1968154520","https://openalex.org/W1977100800","https://openalex.org/W1979172031","https://openalex.org/W1992405901","https://openalex.org/W2000215628","https://openalex.org/W2007449884","https://openalex.org/W2018282388","https://openalex.org/W2021361347","https://openalex.org/W2024165284","https://openalex.org/W2038647687","https://openalex.org/W2059745395","https://openalex.org/W2060204507","https://openalex.org/W2076566842","https://openalex.org/W2100556411","https://openalex.org/W2103056111","https://openalex.org/W2108837778","https://openalex.org/W2110509222","https://openalex.org/W2115554270","https://openalex.org/W2117852776","https://openalex.org/W2119412403","https://openalex.org/W2120816706","https://openalex.org/W2121739212","https://openalex.org/W2134119666","https://openalex.org/W2135029798","https://openalex.org/W2137477262","https://openalex.org/W2140318696","https://openalex.org/W2144920235","https://openalex.org/W2153110463","https://openalex.org/W2168103112","https://openalex.org/W2331639718","https://openalex.org/W2404400936","https://openalex.org/W2406138340","https://openalex.org/W2419656545","https://openalex.org/W2589970410","https://openalex.org/W2901918405","https://openalex.org/W3101457173","https://openalex.org/W3102774506","https://openalex.org/W3143596294"],"related_works":["https://openalex.org/W2091883426","https://openalex.org/W2174948646","https://openalex.org/W3173235360","https://openalex.org/W2087995683","https://openalex.org/W2945356277","https://openalex.org/W2024017047","https://openalex.org/W4318256793","https://openalex.org/W2949139067","https://openalex.org/W2089441007","https://openalex.org/W4283821751"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":4}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}