{"id":"https://openalex.org/W188952929","doi":"https://doi.org/10.1007/978-3-642-29694-9_14","title":"An Overview of Computational Sparse Models and Their Applications in Artificial Intelligence","display_name":"An Overview of Computational Sparse Models and Their Applications in Artificial Intelligence","publication_year":2012,"publication_date":"2012-07-26","ids":{"openalex":"https://openalex.org/W188952929","doi":"https://doi.org/10.1007/978-3-642-29694-9_14","mag":"188952929"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-29694-9_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-29694-9_14","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","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/A5082404485","display_name":"Yue Deng","orcid":"https://orcid.org/0000-0003-2871-8922"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yue Deng","raw_affiliation_strings":["Automation Department, Tsinghua Nationality Laboratory for Information Science and Technology (TNList), Tsinghua University, Beijing, China","Tsinghua University"],"affiliations":[{"raw_affiliation_string":"Automation Department, Tsinghua Nationality Laboratory for Information Science and Technology (TNList), Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Tsinghua University","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080722708","display_name":"Qionghai Dai","orcid":"https://orcid.org/0000-0001-7043-3061"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qionghai Dai","raw_affiliation_strings":["Automation Department, Tsinghua Nationality Laboratory for Information Science and Technology (TNList), Tsinghua University, Beijing, China","Tsinghua University"],"affiliations":[{"raw_affiliation_string":"Automation Department, Tsinghua Nationality Laboratory for Information Science and Technology (TNList), Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Tsinghua University","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070640989","display_name":"Zengke Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zengke Zhang","raw_affiliation_strings":["Automation Department, Tsinghua Nationality Laboratory for Information Science and Technology (TNList), Tsinghua University, Beijing, China","Tsinghua University"],"affiliations":[{"raw_affiliation_string":"Automation Department, Tsinghua Nationality Laboratory for Information Science and Technology (TNList), Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Tsinghua University","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5082404485"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":8.2533,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.97108297,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"345","last_page":"369"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9940999746322632,"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/computer-science","display_name":"Computer science","score":0.6274301409721375},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4766403138637543},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32808464765548706}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6274301409721375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4766403138637543},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32808464765548706}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-29694-9_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-29694-9_14","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W79405465","https://openalex.org/W179492584","https://openalex.org/W1580999956","https://openalex.org/W1736339626","https://openalex.org/W1758459992","https://openalex.org/W1760407951","https://openalex.org/W1904464160","https://openalex.org/W1966553486","https://openalex.org/W1967020502","https://openalex.org/W1973256915","https://openalex.org/W1976632974","https://openalex.org/W1976709621","https://openalex.org/W1979204300","https://openalex.org/W1981275272","https://openalex.org/W1982690306","https://openalex.org/W1983008863","https://openalex.org/W1986931325","https://openalex.org/W1987113397","https://openalex.org/W1997201895","https://openalex.org/W2000355138","https://openalex.org/W2003217181","https://openalex.org/W2010824638","https://openalex.org/W2015418199","https://openalex.org/W2026831454","https://openalex.org/W2030449718","https://openalex.org/W2045983409","https://openalex.org/W2047071281","https://openalex.org/W2049444669","https://openalex.org/W2058670155","https://openalex.org/W2062102668","https://openalex.org/W2071284784","https://openalex.org/W2072182757","https://openalex.org/W2079558799","https://openalex.org/W2093029576","https://openalex.org/W2097308346","https://openalex.org/W2100549954","https://openalex.org/W2100556411","https://openalex.org/W2101675075","https://openalex.org/W2104266187","https://openalex.org/W2107861471","https://openalex.org/W2109389996","https://openalex.org/W2109449402","https://openalex.org/W2111406028","https://openalex.org/W2114113040","https://openalex.org/W2115706991","https://openalex.org/W2118550318","https://openalex.org/W2120340025","https://openalex.org/W2122548617","https://openalex.org/W2122825543","https://openalex.org/W2123629701","https://openalex.org/W2126160338","https://openalex.org/W2129638195","https://openalex.org/W2129812935","https://openalex.org/W2135046866","https://openalex.org/W2135776689","https://openalex.org/W2139238144","https://openalex.org/W2145096794","https://openalex.org/W2145962650","https://openalex.org/W2146842127","https://openalex.org/W2149400409","https://openalex.org/W2151155403","https://openalex.org/W2152516042","https://openalex.org/W2154872931","https://openalex.org/W2164278908","https://openalex.org/W2296616510","https://openalex.org/W2339666411","https://openalex.org/W2543728464","https://openalex.org/W2611328865","https://openalex.org/W3022380717","https://openalex.org/W3098834468","https://openalex.org/W3163925244","https://openalex.org/W4236358654","https://openalex.org/W4250955649","https://openalex.org/W4285719527","https://openalex.org/W4292363360"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347","https://openalex.org/W4210805261"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}
