{"id":"https://openalex.org/W4380028844","doi":"https://doi.org/10.1007/s13042-023-01873-y","title":"Manifold-based denoising, outlier detection, and dimension reduction algorithm for high-dimensional data","display_name":"Manifold-based denoising, outlier detection, and dimension reduction algorithm for high-dimensional data","publication_year":2023,"publication_date":"2023-06-09","ids":{"openalex":"https://openalex.org/W4380028844","doi":"https://doi.org/10.1007/s13042-023-01873-y"},"language":"en","primary_location":{"id":"doi:10.1007/s13042-023-01873-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-023-01873-y","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","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/A5112107988","display_name":"Guanghua Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanghua Zhao","raw_affiliation_strings":["Beijing Engineering Research Center of Industrial Spectrum Imaging, School of Automation and Electrical Engineering, University of Science and Technology Beijing, 30 Xueyuan Road, Haidian District, Beijing, 100083, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Engineering Research Center of Industrial Spectrum Imaging, School of Automation and Electrical Engineering, University of Science and Technology Beijing, 30 Xueyuan Road, Haidian District, Beijing, 100083, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101626594","display_name":"Tao Yang","orcid":"https://orcid.org/0000-0002-7698-3117"},"institutions":[{"id":"https://openalex.org/I4210098425","display_name":"The First People's Hospital of Shunde","ror":"https://ror.org/00wwb2b69","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210098425"]},{"id":"https://openalex.org/I4210120302","display_name":"Shunde Polytechnic","ror":"https://ror.org/01w9d4603","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210120302"]},{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tao Yang","raw_affiliation_strings":["Beijing Engineering Research Center of Industrial Spectrum Imaging, School of Automation and Electrical Engineering, University of Science and Technology Beijing, 30 Xueyuan Road, Haidian District, Beijing, 100083, China","Shunde Graduate School, University of Science and Technology Beijing, 2 Zhihui Road, Shunde District, Foshan, 528300, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0002-7698-3117","affiliations":[{"raw_affiliation_string":"Beijing Engineering Research Center of Industrial Spectrum Imaging, School of Automation and Electrical Engineering, University of Science and Technology Beijing, 30 Xueyuan Road, Haidian District, Beijing, 100083, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"Shunde Graduate School, University of Science and Technology Beijing, 2 Zhihui Road, Shunde District, Foshan, 528300, Guangdong, China","institution_ids":["https://openalex.org/I4210098425","https://openalex.org/I4210120302"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016681542","display_name":"Dongmei Fu","orcid":"https://orcid.org/0000-0003-3918-9448"},"institutions":[{"id":"https://openalex.org/I4210098425","display_name":"The First People's Hospital of Shunde","ror":"https://ror.org/00wwb2b69","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210098425"]},{"id":"https://openalex.org/I4210120302","display_name":"Shunde Polytechnic","ror":"https://ror.org/01w9d4603","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210120302"]},{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongmei Fu","raw_affiliation_strings":["Beijing Engineering Research Center of Industrial Spectrum Imaging, School of Automation and Electrical Engineering, University of Science and Technology Beijing, 30 Xueyuan Road, Haidian District, Beijing, 100083, China","Shunde Graduate School, University of Science and Technology Beijing, 2 Zhihui Road, Shunde District, Foshan, 528300, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Engineering Research Center of Industrial Spectrum Imaging, School of Automation and Electrical Engineering, University of Science and Technology Beijing, 30 Xueyuan Road, Haidian District, Beijing, 100083, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"Shunde Graduate School, University of Science and Technology Beijing, 2 Zhihui Road, Shunde District, Foshan, 528300, Guangdong, China","institution_ids":["https://openalex.org/I4210098425","https://openalex.org/I4210120302"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101626594"],"corresponding_institution_ids":["https://openalex.org/I4210098425","https://openalex.org/I4210120302","https://openalex.org/I92403157"],"apc_list":{"value":3590,"currency":"USD","value_usd":3590},"apc_paid":null,"fwci":0.7856,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.76727696,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"14","issue":"11","first_page":"3923","last_page":"3942"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9972000122070312,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9972000122070312,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.986299991607666,"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"}},{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.968500018119812,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.8567332029342651},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.7882711887359619},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.7521272897720337},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.6644614338874817},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6323996782302856},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5930231809616089},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5774190425872803},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5772628784179688},{"id":"https://openalex.org/keywords/manifold-alignment","display_name":"Manifold alignment","score":0.5753724575042725},{"id":"https://openalex.org/keywords/manifold","display_name":"Manifold (fluid mechanics)","score":0.5603771805763245},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5393327474594116},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5277548432350159},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.49742773175239563},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.48220694065093994},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.44875913858413696},{"id":"https://openalex.org/keywords/diffusion-map","display_name":"Diffusion map","score":0.430440753698349},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.338381290435791},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.0700608491897583}],"concepts":[{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.8567332029342651},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.7882711887359619},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.7521272897720337},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.6644614338874817},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6323996782302856},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5930231809616089},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5774190425872803},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5772628784179688},{"id":"https://openalex.org/C153120616","wikidata":"https://www.wikidata.org/wiki/Q17068315","display_name":"Manifold alignment","level":4,"score":0.5753724575042725},{"id":"https://openalex.org/C529865628","wikidata":"https://www.wikidata.org/wiki/Q1790740","display_name":"Manifold (fluid mechanics)","level":2,"score":0.5603771805763245},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5393327474594116},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5277548432350159},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.49742773175239563},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.48220694065093994},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.44875913858413696},{"id":"https://openalex.org/C55128770","wikidata":"https://www.wikidata.org/wiki/Q5275440","display_name":"Diffusion map","level":4,"score":0.430440753698349},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.338381290435791},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0700608491897583},{"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13042-023-01873-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-023-01873-y","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1315450329","display_name":null,"funder_award_id":"61903029","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W905482045","https://openalex.org/W1779153198","https://openalex.org/W1977556410","https://openalex.org/W1991207049","https://openalex.org/W2001141328","https://openalex.org/W2035890032","https://openalex.org/W2049038547","https://openalex.org/W2053186076","https://openalex.org/W2054137409","https://openalex.org/W2056243712","https://openalex.org/W2067526680","https://openalex.org/W2077776048","https://openalex.org/W2097308346","https://openalex.org/W2132914434","https://openalex.org/W2164621859","https://openalex.org/W2765811365","https://openalex.org/W2902652978","https://openalex.org/W2906371883","https://openalex.org/W2925005147","https://openalex.org/W2993894543","https://openalex.org/W3014481133","https://openalex.org/W3033203879","https://openalex.org/W3092326082","https://openalex.org/W3098640561","https://openalex.org/W3136001141","https://openalex.org/W3166471694","https://openalex.org/W3171726921","https://openalex.org/W3174141700","https://openalex.org/W3176137053"],"related_works":["https://openalex.org/W117517268","https://openalex.org/W2375518579","https://openalex.org/W2573981081","https://openalex.org/W2387045723","https://openalex.org/W2383239174","https://openalex.org/W4380028844","https://openalex.org/W2394040199","https://openalex.org/W1969602371","https://openalex.org/W2013051270","https://openalex.org/W2097308346"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}