{"id":"https://openalex.org/W2521292308","doi":"https://doi.org/10.1007/978-3-319-47103-7_5","title":"Graph Theoretic Compressive Sensing Approach for Classification of Global Neurophysiological States from Electroencephalography (EEG) Signals","display_name":"Graph Theoretic Compressive Sensing Approach for Classification of Global Neurophysiological States from Electroencephalography (EEG) Signals","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2521292308","doi":"https://doi.org/10.1007/978-3-319-47103-7_5","mag":"2521292308"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-47103-7_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-47103-7_5","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer 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/A5066509740","display_name":"M. Samie Tootooni","orcid":"https://orcid.org/0000-0001-7235-4914"},"institutions":[{"id":"https://openalex.org/I123946342","display_name":"Binghamton University","ror":"https://ror.org/008rmbt77","country_code":"US","type":"education","lineage":["https://openalex.org/I123946342"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad Samie Tootooni","raw_affiliation_strings":["Systems Science and Industrial Engineering Department, State University of New York, Binghamton, NY, USA","Systems Science and Industrial Engineering Department, State University of New York, Binghamton, USA"],"affiliations":[{"raw_affiliation_string":"Systems Science and Industrial Engineering Department, State University of New York, Binghamton, NY, USA","institution_ids":["https://openalex.org/I123946342"]},{"raw_affiliation_string":"Systems Science and Industrial Engineering Department, State University of New York, Binghamton, USA","institution_ids":["https://openalex.org/I123946342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005471129","display_name":"Miaolin Fan","orcid":"https://orcid.org/0000-0002-5906-5162"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Miaolin Fan","raw_affiliation_strings":["Mechanical and Industrial Engineering Department, Northeastern University, Boston, MA, USA","Mechanical and Industrial Engineering Department, Northeastern University, Boston, USA"],"affiliations":[{"raw_affiliation_string":"Mechanical and Industrial Engineering Department, Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]},{"raw_affiliation_string":"Mechanical and Industrial Engineering Department, Northeastern University, Boston, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065356043","display_name":"Rajesh Sharma Sivasubramony","orcid":null},"institutions":[{"id":"https://openalex.org/I123946342","display_name":"Binghamton University","ror":"https://ror.org/008rmbt77","country_code":"US","type":"education","lineage":["https://openalex.org/I123946342"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rajesh Sharma Sivasubramony","raw_affiliation_strings":["Systems Science and Industrial Engineering Department, State University of New York, Binghamton, NY, USA","Systems Science and Industrial Engineering Department, State University of New York, Binghamton, USA"],"affiliations":[{"raw_affiliation_string":"Systems Science and Industrial Engineering Department, State University of New York, Binghamton, NY, USA","institution_ids":["https://openalex.org/I123946342"]},{"raw_affiliation_string":"Systems Science and Industrial Engineering Department, State University of New York, Binghamton, USA","institution_ids":["https://openalex.org/I123946342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013227742","display_name":"Chun-An Chou","orcid":"https://orcid.org/0000-0001-5806-2093"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chun-An Chou","raw_affiliation_strings":["Mechanical and Industrial Engineering Department, Northeastern University, Boston, MA, USA","Mechanical and Industrial Engineering Department, Northeastern University, Boston, USA"],"affiliations":[{"raw_affiliation_string":"Mechanical and Industrial Engineering Department, Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]},{"raw_affiliation_string":"Mechanical and Industrial Engineering Department, Northeastern University, Boston, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084887008","display_name":"Vladimir Miskovic","orcid":"https://orcid.org/0000-0001-6440-5347"},"institutions":[{"id":"https://openalex.org/I123946342","display_name":"Binghamton University","ror":"https://ror.org/008rmbt77","country_code":"US","type":"education","lineage":["https://openalex.org/I123946342"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vladimir Miskovic","raw_affiliation_strings":["Psychology Department, State University of New York, Binghamton, NY, USA","Psychology Department, State University of New York, Binghamton, USA"],"affiliations":[{"raw_affiliation_string":"Psychology Department, State University of New York, Binghamton, NY, USA","institution_ids":["https://openalex.org/I123946342"]},{"raw_affiliation_string":"Psychology Department, State University of New York, Binghamton, USA","institution_ids":["https://openalex.org/I123946342"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045182089","display_name":"Prahalada Rao","orcid":"https://orcid.org/0000-0002-9642-622X"},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Prahalada K. Rao","raw_affiliation_strings":["Mechanical and Materials Engineering Department, University of Nebraska-Lincoln, Lincoln, NE, USA","Mechanical and Materials Engineering Department, University of Nebraska-Lincoln, Lincoln, USA"],"affiliations":[{"raw_affiliation_string":"Mechanical and Materials Engineering Department, University of Nebraska-Lincoln, Lincoln, NE, USA","institution_ids":["https://openalex.org/I114395901"]},{"raw_affiliation_string":"Mechanical and Materials Engineering Department, University of Nebraska-Lincoln, Lincoln, USA","institution_ids":["https://openalex.org/I114395901"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5045182089"],"corresponding_institution_ids":["https://openalex.org/I114395901"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.2435,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.87322072,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"42","last_page":"51"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998000264167786,"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":0.9998000264167786,"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/T10323","display_name":"Analog and Mixed-Signal Circuit Design","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.996399998664856,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7995202541351318},{"id":"https://openalex.org/keywords/neurophysiology","display_name":"Neurophysiology","score":0.7141177654266357},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6532498598098755},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6219690442085266},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6155246496200562},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.57136470079422},{"id":"https://openalex.org/keywords/arousal","display_name":"Arousal","score":0.4590533971786499},{"id":"https://openalex.org/keywords/eigenvalues-and-eigenvectors","display_name":"Eigenvalues and eigenvectors","score":0.452149897813797},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.43882817029953003},{"id":"https://openalex.org/keywords/laplace-operator","display_name":"Laplace operator","score":0.4158787131309509},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3653828501701355},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16461610794067383},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1279711127281189},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1019083559513092},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09426772594451904}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7995202541351318},{"id":"https://openalex.org/C152478114","wikidata":"https://www.wikidata.org/wiki/Q660910","display_name":"Neurophysiology","level":2,"score":0.7141177654266357},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6532498598098755},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6219690442085266},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6155246496200562},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.57136470079422},{"id":"https://openalex.org/C36951298","wikidata":"https://www.wikidata.org/wiki/Q379784","display_name":"Arousal","level":2,"score":0.4590533971786499},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.452149897813797},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.43882817029953003},{"id":"https://openalex.org/C165700671","wikidata":"https://www.wikidata.org/wiki/Q203484","display_name":"Laplace operator","level":2,"score":0.4158787131309509},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3653828501701355},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16461610794067383},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1279711127281189},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1019083559513092},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09426772594451904},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-47103-7_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-47103-7_5","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.6700000166893005}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W143004564","https://openalex.org/W1586340329","https://openalex.org/W1770367837","https://openalex.org/W1967619964","https://openalex.org/W1987387046","https://openalex.org/W1995756791","https://openalex.org/W2007919714","https://openalex.org/W2030441757","https://openalex.org/W2040149530","https://openalex.org/W2041101642","https://openalex.org/W2044116742","https://openalex.org/W2052422166","https://openalex.org/W2078204800","https://openalex.org/W2126301071","https://openalex.org/W2139212933","https://openalex.org/W2153035821","https://openalex.org/W2158449659","https://openalex.org/W2329018767","https://openalex.org/W2486545612","https://openalex.org/W2605467427","https://openalex.org/W6631232239"],"related_works":["https://openalex.org/W2158224665","https://openalex.org/W2379589510","https://openalex.org/W4300044672","https://openalex.org/W2810730439","https://openalex.org/W1881631164","https://openalex.org/W2915014248","https://openalex.org/W2358292267","https://openalex.org/W2378166785","https://openalex.org/W1964277756","https://openalex.org/W2921748058"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}