{"id":"https://openalex.org/W1679732822","doi":"https://doi.org/10.1109/icdsp.2002.1028163","title":"Analysis of epileptic magnetoencephalogram dynamics through clustering algorithms","display_name":"Analysis of epileptic magnetoencephalogram dynamics through clustering algorithms","publication_year":2003,"publication_date":"2003-06-25","ids":{"openalex":"https://openalex.org/W1679732822","doi":"https://doi.org/10.1109/icdsp.2002.1028163","mag":"1679732822"},"language":"en","primary_location":{"id":"doi:10.1109/icdsp.2002.1028163","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdsp.2002.1028163","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2002 14th International Conference on Digital Signal Processing Proceedings. DSP 2002 (Cat. No.02TH8628)","raw_type":"proceedings-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/A5016269780","display_name":"Adam Adamopoulos","orcid":"https://orcid.org/0000-0001-6760-3971"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]},{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"A.V. Adamopoulos","raw_affiliation_strings":["Department of Medicine, Medical Physics Laboratory, Democritus University of Thrace, Alexandroupolis, Greece","University of Patras Artificial Intelligence Research Center, Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, Medical Physics Laboratory, Democritus University of Thrace, Alexandroupolis, Greece","institution_ids":["https://openalex.org/I147962203"]},{"raw_affiliation_string":"University of Patras Artificial Intelligence Research Center, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060213870","display_name":"Basilis Boutsinas","orcid":"https://orcid.org/0000-0003-4468-702X"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"B. Boutsinas","raw_affiliation_strings":["University of Patras Artificial Intelligence Research Center, Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Patras Artificial Intelligence Research Center, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044810424","display_name":"Michael N. Vrahatis","orcid":"https://orcid.org/0000-0001-8357-7435"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"M.N. Vrahatis","raw_affiliation_strings":["University of Patras Artificial Intelligence Research Center, Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Patras Artificial Intelligence Research Center, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109445491","display_name":"P. Anninos","orcid":null},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"P.A. Anninos","raw_affiliation_strings":["Department of Medicine, Medical Physics Laboratory, Democritus University of Thrace, Alexandroupolis, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, Medical Physics Laboratory, Democritus University of Thrace, Alexandroupolis, Greece","institution_ids":["https://openalex.org/I147962203"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05340053,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"607","last_page":"610"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9940000176429749,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.759621262550354},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.6773512363433838},{"id":"https://openalex.org/keywords/phase-space","display_name":"Phase space","score":0.5624499320983887},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5398200750350952},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5107498168945312},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.509035050868988},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.5082897543907166},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44558796286582947},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.42363080382347107},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2529205083847046},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.24259603023529053}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.759621262550354},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.6773512363433838},{"id":"https://openalex.org/C151342819","wikidata":"https://www.wikidata.org/wiki/Q62542","display_name":"Phase space","level":2,"score":0.5624499320983887},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5398200750350952},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5107498168945312},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.509035050868988},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5082897543907166},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44558796286582947},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.42363080382347107},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2529205083847046},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.24259603023529053},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdsp.2002.1028163","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdsp.2002.1028163","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2002 14th International Conference on Digital Signal Processing Proceedings. DSP 2002 (Cat. No.02TH8628)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W105410447","https://openalex.org/W613224089","https://openalex.org/W1500959893","https://openalex.org/W1549386224","https://openalex.org/W1561994953","https://openalex.org/W1673310716","https://openalex.org/W1971784203","https://openalex.org/W1993520406","https://openalex.org/W1998871699","https://openalex.org/W2013261033","https://openalex.org/W2029401646","https://openalex.org/W2040810017","https://openalex.org/W2056651346","https://openalex.org/W2071466286","https://openalex.org/W2072791840","https://openalex.org/W2095726230","https://openalex.org/W2116308679","https://openalex.org/W2120399899","https://openalex.org/W2125202715","https://openalex.org/W2125836634","https://openalex.org/W2127218421","https://openalex.org/W2130336668","https://openalex.org/W2149230623","https://openalex.org/W2319660501","https://openalex.org/W2417839292","https://openalex.org/W2426438545","https://openalex.org/W2566706182","https://openalex.org/W2911302472","https://openalex.org/W4235947832","https://openalex.org/W4285719527","https://openalex.org/W6633521410","https://openalex.org/W6637131181","https://openalex.org/W6770641979"],"related_works":["https://openalex.org/W2804364458","https://openalex.org/W4298130764","https://openalex.org/W2132641928","https://openalex.org/W2090259340","https://openalex.org/W4310225030","https://openalex.org/W2083665254","https://openalex.org/W2393816671","https://openalex.org/W1534720161","https://openalex.org/W2804957450","https://openalex.org/W2942177010"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2],"novel":[3],"method":[4,17],"for":[5],"the":[6,9,21,24,28,43,50],"analysis":[7],"of":[8,12,23,52],"magnetoencephalogram":[10],"(MEG)":[11],"epileptic":[13,53],"patients.":[14],"The":[15],"proposed":[16],"was":[18,40],"based":[19],"on":[20,42],"reconstruction":[22],"phase":[25,33,60],"space":[26],"from":[27],"one-dimension":[29],"signals":[30],"to":[31,48],"higher-dimension":[32],"space.":[34],"An":[35],"especially":[36],"developed":[37],"clustering":[38],"algorithm":[39],"applied":[41],"reconstructed":[44,59],"data":[45],"in":[46,56],"order":[47,58],"investigate":[49],"distribution":[51],"MEG":[54],"dynamics":[55],"higher":[57],"spaces.":[61]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
