{"id":"https://openalex.org/W1974860310","doi":"https://doi.org/10.1007/s10044-013-0317-y","title":"Dimensionality reduction and topographic mapping of binary tensors","display_name":"Dimensionality reduction and topographic mapping of binary tensors","publication_year":2013,"publication_date":"2013-01-31","ids":{"openalex":"https://openalex.org/W1974860310","doi":"https://doi.org/10.1007/s10044-013-0317-y","mag":"1974860310"},"language":"en","primary_location":{"id":"doi:10.1007/s10044-013-0317-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10044-013-0317-y","pdf_url":null,"source":{"id":"https://openalex.org/S45497385","display_name":"Pattern Analysis and Applications","issn_l":"1433-7541","issn":["1433-7541","1433-755X"],"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":"Pattern Analysis and 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/A5050400548","display_name":"Jakub Ma\u017egut","orcid":null},"institutions":[{"id":"https://openalex.org/I110757952","display_name":"Slovak University of Technology in Bratislava","ror":"https://ror.org/0561ghm58","country_code":"SK","type":"education","lineage":["https://openalex.org/I110757952"]}],"countries":["SK"],"is_corresponding":true,"raw_author_name":"Jakub Ma\u017egut","raw_affiliation_strings":["Faculty of Informatics and Information Technologies, Slovak University of Technology, Bratislava, 81219, Slovakia","Faculty of Informatics and Information Technologies, Slovak University of Technology, Bratislava, Slovakia 81219#TAB#"],"affiliations":[{"raw_affiliation_string":"Faculty of Informatics and Information Technologies, Slovak University of Technology, Bratislava, 81219, Slovakia","institution_ids":["https://openalex.org/I110757952"]},{"raw_affiliation_string":"Faculty of Informatics and Information Technologies, Slovak University of Technology, Bratislava, Slovakia 81219#TAB#","institution_ids":["https://openalex.org/I110757952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051182859","display_name":"Peter Ti\u0148o","orcid":"https://orcid.org/0000-0003-2330-128X"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Peter Ti\u0148o","raw_affiliation_strings":["School of Computer Science, University of Birmingham, Birmingham, B15 2TT, UK","School of Computer Science, University of Birmingham, Birmingham, UK, B15 2TT#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Birmingham, Birmingham, B15 2TT, UK","institution_ids":["https://openalex.org/I79619799"]},{"raw_affiliation_string":"School of Computer Science, University of Birmingham, Birmingham, UK, B15 2TT#TAB#","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045279138","display_name":"Mikael Bod\u00e9n","orcid":"https://orcid.org/0000-0003-3548-268X"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mikael Bod\u00e9n","raw_affiliation_strings":["School of Chemistry and Molecular Biosciences and School of Information Technology and Electrical Engineering, The University of Queensland, 4072, St Lucia, QLD, Australia","School of Chemistry and Molecular Biosciences and School of Information Technology and Electrical Engineering, The University of Queensland, St Lucia, Australia 4072#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Chemistry and Molecular Biosciences and School of Information Technology and Electrical Engineering, The University of Queensland, 4072, St Lucia, QLD, Australia","institution_ids":["https://openalex.org/I165143802"]},{"raw_affiliation_string":"School of Chemistry and Molecular Biosciences and School of Information Technology and Electrical Engineering, The University of Queensland, St Lucia, Australia 4072#TAB#","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100644375","display_name":"Hong Yan","orcid":"https://orcid.org/0000-0001-9661-3095"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Hong Yan","raw_affiliation_strings":["The Dept. Electronic Engineering, City University of Hong Kong, Kowloon, Hong Kong"],"affiliations":[{"raw_affiliation_string":"The Dept. Electronic Engineering, City University of Hong Kong, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5050400548"],"corresponding_institution_ids":["https://openalex.org/I110757952"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.1222,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.46753247,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"17","issue":"3","first_page":"497","last_page":"515"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9994999766349792,"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":0.9994999766349792,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9833999872207642,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.939300000667572,"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/principal-component-analysis","display_name":"Principal component analysis","score":0.6824867129325867},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.6700772047042847},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.6368710994720459},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.5711110234260559},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.5701786875724792},{"id":"https://openalex.org/keywords/binary-data","display_name":"Binary data","score":0.47955963015556335},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.47781994938850403},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.47523024678230286},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.4633728861808777},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4535279870033264},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4409506916999817},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4228534698486328},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4159635305404663},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4157698452472687},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36536890268325806},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.08858218789100647}],"concepts":[{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6824867129325867},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.6700772047042847},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.6368710994720459},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.5711110234260559},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.5701786875724792},{"id":"https://openalex.org/C2779190172","wikidata":"https://www.wikidata.org/wiki/Q4913888","display_name":"Binary data","level":3,"score":0.47955963015556335},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.47781994938850403},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.47523024678230286},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.4633728861808777},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4535279870033264},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4409506916999817},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4228534698486328},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4159635305404663},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4157698452472687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36536890268325806},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.08858218789100647},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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":3,"locations":[{"id":"doi:10.1007/s10044-013-0317-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10044-013-0317-y","pdf_url":null,"source":{"id":"https://openalex.org/S45497385","display_name":"Pattern Analysis and Applications","issn_l":"1433-7541","issn":["1433-7541","1433-755X"],"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":"Pattern Analysis and Applications","raw_type":"journal-article"},{"id":"pmh:oai:espace.library.uq.edu.au:UQ:335596","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402388","display_name":"Queensland's institutional digital repository (The University of Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165143802","host_organization_name":"The University of Queensland","host_organization_lineage":["https://openalex.org/I165143802"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/c99b5221-a930-4cef-a8c3-82aea9443a49","is_oa":false,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/c99b5221-a930-4cef-a8c3-82aea9443a49","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ma\u017egut, J, Tino, P, Bod\u00e9n, M & Yan, H 2014, 'Dimensionality reduction and topographic mapping of binary tensors', Pattern Analysis and Applications, vol. 17, no. 3, pp. 497-515. https://doi.org/10.1007/s10044-013-0317-y","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2627452405","display_name":null,"funder_award_id":"BB/H012508/1","funder_id":"https://openalex.org/F4320334629","funder_display_name":"Biotechnology and Biological Sciences Research Council"},{"id":"https://openalex.org/G3205676983","display_name":null,"funder_award_id":"EP/L000296/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"},{"id":"https://openalex.org/F4320334629","display_name":"Biotechnology and Biological Sciences Research Council","ror":"https://ror.org/00cwqg982"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1498183065","https://openalex.org/W1568698519","https://openalex.org/W1970635361","https://openalex.org/W1993848554","https://openalex.org/W1994920552","https://openalex.org/W2002252526","https://openalex.org/W2005070869","https://openalex.org/W2013912476","https://openalex.org/W2027582332","https://openalex.org/W2040243118","https://openalex.org/W2069086447","https://openalex.org/W2075719792","https://openalex.org/W2090799283","https://openalex.org/W2096384811","https://openalex.org/W2103017472","https://openalex.org/W2103537693","https://openalex.org/W2103751387","https://openalex.org/W2103777723","https://openalex.org/W2104120573","https://openalex.org/W2104752854","https://openalex.org/W2110790421","https://openalex.org/W2120100126","https://openalex.org/W2120261805","https://openalex.org/W2125593342","https://openalex.org/W2137477262","https://openalex.org/W2140862024","https://openalex.org/W2141200867","https://openalex.org/W2143583134","https://openalex.org/W2143885292","https://openalex.org/W2144383041","https://openalex.org/W2150039113","https://openalex.org/W2153392439","https://openalex.org/W2157009395","https://openalex.org/W2163589210","https://openalex.org/W2251121927","https://openalex.org/W2294798173","https://openalex.org/W2542363056","https://openalex.org/W2570391697","https://openalex.org/W4230023511"],"related_works":["https://openalex.org/W1995622179","https://openalex.org/W1484111231","https://openalex.org/W3125756894","https://openalex.org/W1552543208","https://openalex.org/W2074396517","https://openalex.org/W2166963679","https://openalex.org/W2187269125","https://openalex.org/W1641615907","https://openalex.org/W3089231081","https://openalex.org/W2093956241"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-06T07:47:59.780226","created_date":"2025-10-10T00:00:00"}