{"id":"https://openalex.org/W1879103928","doi":"https://doi.org/10.1016/j.eswa.2015.09.017","title":"Towards designing risk-based safe Laplacian Regularized Least Squares","display_name":"Towards designing risk-based safe Laplacian Regularized Least Squares","publication_year":2015,"publication_date":"2015-10-10","ids":{"openalex":"https://openalex.org/W1879103928","doi":"https://doi.org/10.1016/j.eswa.2015.09.017","mag":"1879103928"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2015.09.017","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2015.09.017","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","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/A5060997415","display_name":"Haitao Gan","orcid":"https://orcid.org/0000-0002-6103-1797"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haitao Gan","raw_affiliation_strings":["School of Automation, Hangzhou Dianzi University, Hangzhou 310018, China","School of Automation  Hangzhou Dianzi University  Hangzhou 310018  China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Hangzhou Dianzi University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"School of Automation  Hangzhou Dianzi University  Hangzhou 310018  China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044608144","display_name":"Zhizeng Luo","orcid":"https://orcid.org/0000-0002-2689-3455"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhizeng Luo","raw_affiliation_strings":["School of Automation, Hangzhou Dianzi University, Hangzhou 310018, China","School of Automation  Hangzhou Dianzi University  Hangzhou 310018  China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Hangzhou Dianzi University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"School of Automation  Hangzhou Dianzi University  Hangzhou 310018  China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100649796","display_name":"Yao Sun","orcid":"https://orcid.org/0000-0003-2757-1527"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Sun","raw_affiliation_strings":["School of Automation, Hangzhou Dianzi University, Hangzhou 310018, China","School of Automation  Hangzhou Dianzi University  Hangzhou 310018  China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Hangzhou Dianzi University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"School of Automation  Hangzhou Dianzi University  Hangzhou 310018  China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050978193","display_name":"Xugang Xi","orcid":"https://orcid.org/0000-0002-9213-6313"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xugang Xi","raw_affiliation_strings":["School of Automation, Hangzhou Dianzi University, Hangzhou 310018, China","School of Automation  Hangzhou Dianzi University  Hangzhou 310018  China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Hangzhou Dianzi University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"School of Automation  Hangzhou Dianzi University  Hangzhou 310018  China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013734579","display_name":"Nong Sang","orcid":"https://orcid.org/0000-0002-9167-1496"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nong Sang","raw_affiliation_strings":["School of Automation, Huazhong University of Science and Technology, Wuhan 430074, China","School of Automation, Huazhong University of Science & Technology, Wuhan 430074, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Huazhong University of Science and Technology, Wuhan 430074, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Automation, Huazhong University of Science & Technology, Wuhan 430074, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085701673","display_name":"Rui Huang","orcid":"https://orcid.org/0000-0002-8259-1857"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Huang","raw_affiliation_strings":["School of Automation, Huazhong University of Science and Technology, Wuhan 430074, China","School of Automation, Huazhong University of Science & Technology, Wuhan 430074, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Huazhong University of Science and Technology, Wuhan 430074, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Automation, Huazhong University of Science & Technology, Wuhan 430074, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5060997415"],"corresponding_institution_ids":["https://openalex.org/I50760025"],"apc_list":{"value":3220,"currency":"USD","value_usd":3220},"apc_paid":null,"fwci":2.1572,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.89803599,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"45","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9789999723434448,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9789999723434448,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9779999852180481,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9681000113487244,"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/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.7448093295097351},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6160291433334351},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.542614758014679},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.5420457124710083},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5406133532524109},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.5190475583076477},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.512631356716156},{"id":"https://openalex.org/keywords/laplace-operator","display_name":"Laplace operator","score":0.45383572578430176},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42978692054748535},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28887346386909485},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.14716848731040955}],"concepts":[{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.7448093295097351},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6160291433334351},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.542614758014679},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.5420457124710083},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5406133532524109},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.5190475583076477},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.512631356716156},{"id":"https://openalex.org/C165700671","wikidata":"https://www.wikidata.org/wiki/Q203484","display_name":"Laplace operator","level":2,"score":0.45383572578430176},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42978692054748535},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28887346386909485},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.14716848731040955},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.eswa.2015.09.017","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2015.09.017","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W190329109","https://openalex.org/W1546148720","https://openalex.org/W1807914171","https://openalex.org/W1968105414","https://openalex.org/W1990334093","https://openalex.org/W2003762743","https://openalex.org/W2017735937","https://openalex.org/W2048679005","https://openalex.org/W2050754297","https://openalex.org/W2056828165","https://openalex.org/W2058237598","https://openalex.org/W2062753913","https://openalex.org/W2078383409","https://openalex.org/W2089053726","https://openalex.org/W2099516119","https://openalex.org/W2101436878","https://openalex.org/W2104290444","https://openalex.org/W2107008379","https://openalex.org/W2114718442","https://openalex.org/W2125592902","https://openalex.org/W2133556223","https://openalex.org/W2136504847","https://openalex.org/W2143122210","https://openalex.org/W2145305100","https://openalex.org/W2153149612","https://openalex.org/W2154546490","https://openalex.org/W2161391345","https://openalex.org/W2183800414","https://openalex.org/W2187571135","https://openalex.org/W2559997609","https://openalex.org/W2597289420","https://openalex.org/W2604292070","https://openalex.org/W2913133519","https://openalex.org/W2914782308","https://openalex.org/W2997701990","https://openalex.org/W3098372638","https://openalex.org/W4210997624","https://openalex.org/W4233976623","https://openalex.org/W4234016251","https://openalex.org/W4245973528","https://openalex.org/W6607815886","https://openalex.org/W6632790332","https://openalex.org/W6638399501","https://openalex.org/W6655119280","https://openalex.org/W6662528715","https://openalex.org/W6675228150","https://openalex.org/W6675747103","https://openalex.org/W6676132248","https://openalex.org/W6677238145","https://openalex.org/W6680140577","https://openalex.org/W6686560932"],"related_works":["https://openalex.org/W3162567751","https://openalex.org/W4312414840","https://openalex.org/W2531570999","https://openalex.org/W1756896031","https://openalex.org/W122912556","https://openalex.org/W4285260836","https://openalex.org/W4319309271","https://openalex.org/W2031481712","https://openalex.org/W2130903752","https://openalex.org/W4221153249"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}