{"id":"https://openalex.org/W2078015570","doi":"https://doi.org/10.3390/e14071186","title":"Multivariate Multi-Scale Permutation Entropy for Complexity Analysis of Alzheimer\u2019s Disease EEG","display_name":"Multivariate Multi-Scale Permutation Entropy for Complexity Analysis of Alzheimer\u2019s Disease EEG","publication_year":2012,"publication_date":"2012-07-04","ids":{"openalex":"https://openalex.org/W2078015570","doi":"https://doi.org/10.3390/e14071186","mag":"2078015570"},"language":"en","primary_location":{"id":"doi:10.3390/e14071186","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e14071186","pdf_url":"https://www.mdpi.com/1099-4300/14/7/1186/pdf?version=1424784850","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/14/7/1186/pdf?version=1424784850","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068143882","display_name":"Francesco Carlo Morabito","orcid":"https://orcid.org/0000-0003-0734-9136"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Francesco Carlo Morabito","raw_affiliation_strings":["MecMat Department, University \u201cMediterranea\u201d of Reggio Calabria, Reggio Calabria, 89100, Italy","MecMat Department, University \"Mediterranea\" of Reggio Calabria, Reggio Calabria, 89100, Italy"],"affiliations":[{"raw_affiliation_string":"MecMat Department, University \u201cMediterranea\u201d of Reggio Calabria, Reggio Calabria, 89100, Italy","institution_ids":["https://openalex.org/I59725666"]},{"raw_affiliation_string":"MecMat Department, University \"Mediterranea\" of Reggio Calabria, Reggio Calabria, 89100, Italy","institution_ids":["https://openalex.org/I59725666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029194618","display_name":"Domenico Labate","orcid":null},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Domenico Labate","raw_affiliation_strings":["MecMat Department, University \u201cMediterranea\u201d of Reggio Calabria, Reggio Calabria, 89100, Italy","MecMat Department, University \"Mediterranea\" of Reggio Calabria, Reggio Calabria, 89100, Italy"],"affiliations":[{"raw_affiliation_string":"MecMat Department, University \u201cMediterranea\u201d of Reggio Calabria, Reggio Calabria, 89100, Italy","institution_ids":["https://openalex.org/I59725666"]},{"raw_affiliation_string":"MecMat Department, University \"Mediterranea\" of Reggio Calabria, Reggio Calabria, 89100, Italy","institution_ids":["https://openalex.org/I59725666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067407533","display_name":"Fabio La Foresta","orcid":"https://orcid.org/0000-0002-8290-5019"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio La Foresta","raw_affiliation_strings":["MecMat Department, University \u201cMediterranea\u201d of Reggio Calabria, Reggio Calabria, 89100, Italy","MecMat Department, University \"Mediterranea\" of Reggio Calabria, Reggio Calabria, 89100, Italy"],"affiliations":[{"raw_affiliation_string":"MecMat Department, University \u201cMediterranea\u201d of Reggio Calabria, Reggio Calabria, 89100, Italy","institution_ids":["https://openalex.org/I59725666"]},{"raw_affiliation_string":"MecMat Department, University \"Mediterranea\" of Reggio Calabria, Reggio Calabria, 89100, Italy","institution_ids":["https://openalex.org/I59725666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062391924","display_name":"Alessia Bramanti","orcid":"https://orcid.org/0000-0002-5247-9901"},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessia Bramanti","raw_affiliation_strings":["DFMTFA Department, University of Messina, Messina, 98166, Italy"],"affiliations":[{"raw_affiliation_string":"DFMTFA Department, University of Messina, Messina, 98166, Italy","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003183894","display_name":"Giuseppe Morabito","orcid":"https://orcid.org/0000-0001-8024-6454"},"institutions":[{"id":"https://openalex.org/I25217355","display_name":"University of Pavia","ror":"https://ror.org/00s6t1f81","country_code":"IT","type":"education","lineage":["https://openalex.org/I25217355"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Morabito","raw_affiliation_strings":["Faculty of Engineering, University of Pavia, Pavia, 27100, Italy"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Pavia, Pavia, 27100, Italy","institution_ids":["https://openalex.org/I25217355"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037388058","display_name":"Isabella Palamara","orcid":null},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Isabella Palamara","raw_affiliation_strings":["MecMat Department, University \u201cMediterranea\u201d of Reggio Calabria, Reggio Calabria, 89100, Italy","MecMat Department, University \"Mediterranea\" of Reggio Calabria, Reggio Calabria, 89100, Italy"],"affiliations":[{"raw_affiliation_string":"MecMat Department, University \u201cMediterranea\u201d of Reggio Calabria, Reggio Calabria, 89100, Italy","institution_ids":["https://openalex.org/I59725666"]},{"raw_affiliation_string":"MecMat Department, University \"Mediterranea\" of Reggio Calabria, Reggio Calabria, 89100, Italy","institution_ids":["https://openalex.org/I59725666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5068143882"],"corresponding_institution_ids":["https://openalex.org/I59725666"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":44.8184,"has_fulltext":false,"cited_by_count":254,"citation_normalized_percentile":{"value":0.99756886,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"14","issue":"7","first_page":"1186","last_page":"1202"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9847000241279602,"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/computer-science","display_name":"Computer science","score":0.6558487415313721},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.6282265186309814},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5391313433647156},{"id":"https://openalex.org/keywords/permutation","display_name":"Permutation (music)","score":0.515856921672821},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49621301889419556},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47577396035194397},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.38229793310165405},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33562493324279785}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6558487415313721},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.6282265186309814},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5391313433647156},{"id":"https://openalex.org/C21308566","wikidata":"https://www.wikidata.org/wiki/Q7169365","display_name":"Permutation (music)","level":2,"score":0.515856921672821},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49621301889419556},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47577396035194397},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38229793310165405},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33562493324279785},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/e14071186","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e14071186","pdf_url":"https://www.mdpi.com/1099-4300/14/7/1186/pdf?version=1424784850","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.296.7642","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.296.7642","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.mdpi.com/1099-4300/14/7/1186/pdf/","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:e0f6b19874aa43a097e45c799c0b2f92","is_oa":true,"landing_page_url":"https://doaj.org/article/e0f6b19874aa43a097e45c799c0b2f92","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 14, Iss 7, Pp 1186-1202 (2012)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1099-4300/14/7/1186/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/e14071186","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy; Volume 14; Issue 7; Pages: 1186-1202","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e14071186","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e14071186","pdf_url":"https://www.mdpi.com/1099-4300/14/7/1186/pdf?version=1424784850","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2078015570.pdf"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1508164784","https://openalex.org/W1971732569","https://openalex.org/W1975880065","https://openalex.org/W1984889099","https://openalex.org/W2005693225","https://openalex.org/W2014683958","https://openalex.org/W2026955558","https://openalex.org/W2046312801","https://openalex.org/W2058004561","https://openalex.org/W2059040925","https://openalex.org/W2065919594","https://openalex.org/W2068199737","https://openalex.org/W2073087000","https://openalex.org/W2080862053","https://openalex.org/W2093266575","https://openalex.org/W2096209718","https://openalex.org/W2100850624","https://openalex.org/W2102568183","https://openalex.org/W2105411565","https://openalex.org/W2113651175","https://openalex.org/W2115421682","https://openalex.org/W2151393950","https://openalex.org/W2155309678","https://openalex.org/W2539863713","https://openalex.org/W2575359420","https://openalex.org/W6630416965","https://openalex.org/W6664971087"],"related_works":["https://openalex.org/W2406638334","https://openalex.org/W1991765889","https://openalex.org/W1990068454","https://openalex.org/W2472172556","https://openalex.org/W1570805059","https://openalex.org/W2357266745","https://openalex.org/W1578824628","https://openalex.org/W4390961098","https://openalex.org/W2324780611","https://openalex.org/W3122321533"],"abstract_inverted_index":{"An":[0],"original":[1],"multivariate":[2],"multi-scale":[3,32],"methodology":[4,45],"for":[5,46,71,94],"assessing":[6],"the":[7,20,88,104,109],"complexity":[8,36],"of":[9,23,97,106],"physiological":[10],"signals":[11],"is":[12,16,38,56,69,126],"proposed.":[13],"The":[14,34],"technique":[15,90],"able":[17],"to":[18,61,113],"incorporate":[19],"simultaneous":[21],"analysis":[22],"multi-channel":[24],"data":[25],"as":[26],"a":[27,31,44,129],"unique":[28],"block":[29],"within":[30],"framework.":[33],"basic":[35],"measure":[37],"done":[39],"by":[40],"using":[41],"Permutation":[42,54],"Entropy,":[43],"time":[47,76],"series":[48,77],"processing":[49],"based":[50],"on":[51,84,128],"ordinal":[52],"analysis.":[53,100],"Entropy":[55],"conceptually":[57],"simple,":[58],"structurally":[59],"robust":[60],"noise":[62],"and":[63,117],"artifacts,":[64],"computationally":[65],"very":[66],"fast,":[67],"which":[68],"relevant":[70],"designing":[72],"portable":[73],"diagnostics.":[74],"Since":[75],"derived":[78],"from":[79,122],"biological":[80],"systems":[81],"show":[82],"structures":[83],"multiple":[85],"spatial-temporal":[86],"scales,":[87],"proposed":[89],"can":[91],"be":[92],"useful":[93],"other":[95],"types":[96],"biomedical":[98],"signal":[99],"In":[101],"this":[102],"work,":[103],"possibility":[105],"distinguish":[107],"among":[108],"brain":[110],"states":[111],"related":[112],"Alzheimer\u2019s":[114],"disease":[115],"patients":[116],"Mild":[118],"Cognitive":[119],"Impaired":[120],"subjects":[121],"normal":[123],"healthy":[124],"elderly":[125],"checked":[127],"real,":[130],"although":[131],"quite":[132],"limited,":[133],"experimental":[134],"database.":[135]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":21},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":27},{"year":2019,"cited_by_count":20},{"year":2018,"cited_by_count":24},{"year":2017,"cited_by_count":27},{"year":2016,"cited_by_count":23},{"year":2015,"cited_by_count":17},{"year":2014,"cited_by_count":12},{"year":2013,"cited_by_count":10},{"year":2012,"cited_by_count":5}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
