{"id":"https://openalex.org/W2023334152","doi":"https://doi.org/10.2478/jaiscr-2014-0020","title":"Dimensionality Reduction of Dynamic Mesh Animations Using HO-SVD","display_name":"Dimensionality Reduction of Dynamic Mesh Animations Using HO-SVD","publication_year":2013,"publication_date":"2013-10-01","ids":{"openalex":"https://openalex.org/W2023334152","doi":"https://doi.org/10.2478/jaiscr-2014-0020","mag":"2023334152"},"language":"en","primary_location":{"id":"doi:10.2478/jaiscr-2014-0020","is_oa":true,"landing_page_url":"https://doi.org/10.2478/jaiscr-2014-0020","pdf_url":"https://www.sciendo.com/pdf/10.2478/jaiscr-2014-0020","source":{"id":"https://openalex.org/S4210223945","display_name":"Journal of Artificial Intelligence and Soft Computing Research","issn_l":"2083-2567","issn":["2083-2567","2449-6499"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317241","host_organization_name":"Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology","host_organization_lineage":["https://openalex.org/P4310317241"],"host_organization_lineage_names":["Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence and Soft Computing Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.sciendo.com/pdf/10.2478/jaiscr-2014-0020","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068582854","display_name":"Micha\u0142 Romaszewski","orcid":"https://orcid.org/0000-0002-8227-929X"},"institutions":[{"id":"https://openalex.org/I4210122744","display_name":"Institute of Theoretical and Applied Informatics","ror":"https://ror.org/037p52j25","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210122744","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Micha\u0142 Romaszewski","raw_affiliation_strings":["Institute of Theoretical and Applied Informatics, Polish Academy of Sciences","Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, Gliwice, Poland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Theoretical and Applied Informatics, Polish Academy of Sciences","institution_ids":["https://openalex.org/I4210122744","https://openalex.org/I99542240"]},{"raw_affiliation_string":"Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, Gliwice, Poland#TAB#","institution_ids":["https://openalex.org/I99542240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035083217","display_name":"Piotr Gawron","orcid":"https://orcid.org/0000-0001-7476-9160"},"institutions":[{"id":"https://openalex.org/I4210122744","display_name":"Institute of Theoretical and Applied Informatics","ror":"https://ror.org/037p52j25","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210122744","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Piotr Gawron","raw_affiliation_strings":["Institute of Theoretical and Applied Informatics, Polish Academy of Sciences","Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, Gliwice, Poland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Theoretical and Applied Informatics, Polish Academy of Sciences","institution_ids":["https://openalex.org/I4210122744","https://openalex.org/I99542240"]},{"raw_affiliation_string":"Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, Gliwice, Poland#TAB#","institution_ids":["https://openalex.org/I99542240"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051064185","display_name":"Sebastian Opozda","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122744","display_name":"Institute of Theoretical and Applied Informatics","ror":"https://ror.org/037p52j25","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210122744","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Sebastian Opozda","raw_affiliation_strings":["Institute of Theoretical and Applied Informatics, Polish Academy of Sciences","Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, Gliwice, Poland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Theoretical and Applied Informatics, Polish Academy of Sciences","institution_ids":["https://openalex.org/I4210122744","https://openalex.org/I99542240"]},{"raw_affiliation_string":"Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, Gliwice, Poland#TAB#","institution_ids":["https://openalex.org/I99542240"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3613,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.59009009,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"3","issue":"4","first_page":"277","last_page":"289"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9945999979972839,"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":0.9945999979972839,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9894000291824341,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9872999787330627,"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":0.8102743625640869},{"id":"https://openalex.org/keywords/singular-value-decomposition","display_name":"Singular value decomposition","score":0.797758936882019},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.7536876201629639},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6165467500686646},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5970321297645569},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5376900434494019},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4872852563858032},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.43447020649909973},{"id":"https://openalex.org/keywords/hausdorff-distance","display_name":"Hausdorff distance","score":0.43137550354003906},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4089429974555969},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3803185522556305},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3650425672531128},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2997816205024719},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.0937265157699585},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.0853179395198822}],"concepts":[{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.8102743625640869},{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.797758936882019},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.7536876201629639},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6165467500686646},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5970321297645569},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5376900434494019},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4872852563858032},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.43447020649909973},{"id":"https://openalex.org/C141898687","wikidata":"https://www.wikidata.org/wiki/Q1501997","display_name":"Hausdorff distance","level":2,"score":0.43137550354003906},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4089429974555969},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3803185522556305},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3650425672531128},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2997816205024719},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0937265157699585},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0853179395198822},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2478/jaiscr-2014-0020","is_oa":true,"landing_page_url":"https://doi.org/10.2478/jaiscr-2014-0020","pdf_url":"https://www.sciendo.com/pdf/10.2478/jaiscr-2014-0020","source":{"id":"https://openalex.org/S4210223945","display_name":"Journal of Artificial Intelligence and Soft Computing Research","issn_l":"2083-2567","issn":["2083-2567","2449-6499"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317241","host_organization_name":"Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology","host_organization_lineage":["https://openalex.org/P4310317241"],"host_organization_lineage_names":["Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence and Soft Computing Research","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.2478/jaiscr-2014-0020","is_oa":true,"landing_page_url":"https://doi.org/10.2478/jaiscr-2014-0020","pdf_url":"https://www.sciendo.com/pdf/10.2478/jaiscr-2014-0020","source":{"id":"https://openalex.org/S4210223945","display_name":"Journal of Artificial Intelligence and Soft Computing Research","issn_l":"2083-2567","issn":["2083-2567","2449-6499"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317241","host_organization_name":"Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology","host_organization_lineage":["https://openalex.org/P4310317241"],"host_organization_lineage_names":["Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence and Soft Computing Research","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2023334152.pdf","grobid_xml":"https://content.openalex.org/works/W2023334152.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W84908337","https://openalex.org/W156016171","https://openalex.org/W1496191571","https://openalex.org/W1588594383","https://openalex.org/W1612175259","https://openalex.org/W1969625450","https://openalex.org/W1986775991","https://openalex.org/W2013912476","https://openalex.org/W2024165284","https://openalex.org/W2052728883","https://openalex.org/W2066261402","https://openalex.org/W2071795107","https://openalex.org/W2094779965","https://openalex.org/W2104107165","https://openalex.org/W2108891011","https://openalex.org/W2111448058","https://openalex.org/W2126823710","https://openalex.org/W2143738989","https://openalex.org/W2153110463","https://openalex.org/W2155713434","https://openalex.org/W2157823280","https://openalex.org/W2160793724","https://openalex.org/W2162839010","https://openalex.org/W2167372553","https://openalex.org/W2294959510","https://openalex.org/W3099514962","https://openalex.org/W3143515087","https://openalex.org/W3145074154","https://openalex.org/W3147561620","https://openalex.org/W4232006005","https://openalex.org/W4235459551","https://openalex.org/W4298335083","https://openalex.org/W6600238479"],"related_works":["https://openalex.org/W3110687914","https://openalex.org/W2082691086","https://openalex.org/W2208240345","https://openalex.org/W2177545680","https://openalex.org/W2146824712","https://openalex.org/W2011753777","https://openalex.org/W3045294822","https://openalex.org/W2265591149","https://openalex.org/W3018841469","https://openalex.org/W1510604416"],"abstract_inverted_index":{"Abstract":[0],"This":[1],"work":[2],"presents":[3],"an":[4],"analysis":[5],"of":[6,16,18,49],"Higher":[7],"Order":[8],"Singular":[9],"Value":[10],"Decomposition":[11],"(HOSVD)":[12],"applied":[13],"to":[14],"reduction":[15],"dimensionality":[17],"3D":[19],"mesh":[20,53],"animations.":[21],"Compression":[22],"error":[23],"is":[24],"measured":[25],"using":[26],"three":[27],"metrics":[28],"(MSE,":[29],"Hausdorff,":[30],"MSDM).":[31],"Results":[32],"are":[33],"compared":[34],"with":[35,51],"a":[36,47],"method":[37],"based":[38],"on":[39,46],"Principal":[40],"Component":[41],"Analysis":[42],"(PCA)":[43],"and":[44],"presented":[45],"set":[48],"animations":[50],"typical":[52],"deformations.":[54]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2015,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}