{"id":"https://openalex.org/W2276364555","doi":"https://doi.org/10.1007/978-3-642-27245-5_29","title":"Parallel Hybrid SOM Learning on High Dimensional Sparse Data","display_name":"Parallel Hybrid SOM Learning on High Dimensional Sparse Data","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W2276364555","doi":"https://doi.org/10.1007/978-3-642-27245-5_29","mag":"2276364555"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-27245-5_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-27245-5_29","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","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/A5065869896","display_name":"Luk\u00e1\u0161 Voj\u00e1\u010dek","orcid":"https://orcid.org/0000-0002-7448-3477"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Luk\u00e1\u0161 Voj\u00e1\u010dek","raw_affiliation_strings":["Department of Computer Science, V\u0160B \u2013 Technical University of Ostrava, 17. listopadu 15, 708 33, Ostrava, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, V\u0160B \u2013 Technical University of Ostrava, 17. listopadu 15, 708 33, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087746268","display_name":"Jan Martinovi\u010d","orcid":"https://orcid.org/0000-0001-7944-8956"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jan Martinovi\u010d","raw_affiliation_strings":["Department of Computer Science, V\u0160B \u2013 Technical University of Ostrava, 17. listopadu 15, 708 33, Ostrava, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, V\u0160B \u2013 Technical University of Ostrava, 17. listopadu 15, 708 33, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035239829","display_name":"Ji\u0159\u00ed Dvorsk\u00fd","orcid":"https://orcid.org/0000-0003-3787-9533"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Ji\u0159\u00ed Dvorsk\u00fd","raw_affiliation_strings":["Department of Computer Science, V\u0160B \u2013 Technical University of Ostrava, 17. listopadu 15, 708 33, Ostrava, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, V\u0160B \u2013 Technical University of Ostrava, 17. listopadu 15, 708 33, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086314453","display_name":"Kate\u0159ina Slaninov\u00e1","orcid":"https://orcid.org/0000-0002-2520-7054"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]},{"id":"https://openalex.org/I32366509","display_name":"Silesian University in Opava","ror":"https://ror.org/02w4f2z17","country_code":"CZ","type":"education","lineage":["https://openalex.org/I32366509"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Kate\u0159ina Slaninov\u00e1","raw_affiliation_strings":["Department of Computer Science, V\u0160B \u2013 Technical University of Ostrava, 17. listopadu 15, 708 33, Ostrava, Czech Republic","Department of Informatics, SBA, Silesian University in Opava, Karvin\u00e1, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, V\u0160B \u2013 Technical University of Ostrava, 17. listopadu 15, 708 33, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]},{"raw_affiliation_string":"Department of Informatics, SBA, Silesian University in Opava, Karvin\u00e1, Czech Republic","institution_ids":["https://openalex.org/I32366509"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004200031","display_name":"Ivo Vondr\u00e1k","orcid":null},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Ivo Vondr\u00e1k","raw_affiliation_strings":["Department of Computer Science, V\u0160B \u2013 Technical University of Ostrava, 17. listopadu 15, 708 33, Ostrava, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, V\u0160B \u2013 Technical University of Ostrava, 17. listopadu 15, 708 33, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5065869896"],"corresponding_institution_ids":["https://openalex.org/I142208455"],"apc_list":null,"apc_paid":null,"fwci":0.7453,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.76036521,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"239","last_page":"246"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9994000196456909,"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/T10320","display_name":"Neural Networks and Applications","score":0.9994000196456909,"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/T10057","display_name":"Face and Expression Recognition","score":0.9887999892234802,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9753999710083008,"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/self-organizing-map","display_name":"Self-organizing map","score":0.8151752948760986},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7263355255126953},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6532755494117737},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.650445818901062},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5630905628204346},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.5583276748657227},{"id":"https://openalex.org/keywords/clustering-high-dimensional-data","display_name":"Clustering high-dimensional data","score":0.4895554482936859},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.487385094165802},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.478725403547287},{"id":"https://openalex.org/keywords/high-dimensional","display_name":"High dimensional","score":0.45822960138320923},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4020940363407135},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39841926097869873},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33536314964294434},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19312626123428345}],"concepts":[{"id":"https://openalex.org/C111168008","wikidata":"https://www.wikidata.org/wiki/Q1136838","display_name":"Self-organizing map","level":3,"score":0.8151752948760986},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7263355255126953},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6532755494117737},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.650445818901062},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5630905628204346},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.5583276748657227},{"id":"https://openalex.org/C184509293","wikidata":"https://www.wikidata.org/wiki/Q5136711","display_name":"Clustering high-dimensional data","level":3,"score":0.4895554482936859},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.487385094165802},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.478725403547287},{"id":"https://openalex.org/C3019722297","wikidata":"https://www.wikidata.org/wiki/Q4440864","display_name":"High dimensional","level":2,"score":0.45822960138320923},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4020940363407135},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39841926097869873},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33536314964294434},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19312626123428345},{"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-27245-5_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-27245-5_29","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1496594770","https://openalex.org/W1510543252","https://openalex.org/W1541565701","https://openalex.org/W1672197616","https://openalex.org/W1679913846","https://openalex.org/W1757251005","https://openalex.org/W1784226861","https://openalex.org/W1823257673","https://openalex.org/W1904915546","https://openalex.org/W1964407533","https://openalex.org/W1991848143","https://openalex.org/W1996059221","https://openalex.org/W2104766360","https://openalex.org/W2107280262","https://openalex.org/W2115217296","https://openalex.org/W2155130690","https://openalex.org/W2155645085","https://openalex.org/W2399273489","https://openalex.org/W2525334855","https://openalex.org/W2606203103","https://openalex.org/W2615090770","https://openalex.org/W3016001898","https://openalex.org/W4232535768","https://openalex.org/W4245176872","https://openalex.org/W4246367117","https://openalex.org/W4253484285","https://openalex.org/W4285719527","https://openalex.org/W4302786230","https://openalex.org/W4378009196"],"related_works":["https://openalex.org/W4324092386","https://openalex.org/W1571495475","https://openalex.org/W3117541208","https://openalex.org/W4390401451","https://openalex.org/W4240952229","https://openalex.org/W2397885038","https://openalex.org/W4251546893","https://openalex.org/W2132741692","https://openalex.org/W3144098264","https://openalex.org/W2127511218"],"abstract_inverted_index":null,"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
