{"id":"https://openalex.org/W1524317516","doi":"https://doi.org/10.1109/icassp.2015.7178112","title":"Scalable clustering based on enhanced-SMART for large-scale FMRI datasets","display_name":"Scalable clustering based on enhanced-SMART for large-scale FMRI datasets","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W1524317516","doi":"https://doi.org/10.1109/icassp.2015.7178112","mag":"1524317516"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2015.7178112","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2015.7178112","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5100676828","display_name":"Chao Liu","orcid":"https://orcid.org/0000-0002-9748-3162"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Chao Liu","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Brunel University, London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Brunel University, London, UK","institution_ids":["https://openalex.org/I59433898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008460387","display_name":"Rui Fa","orcid":"https://orcid.org/0000-0003-4588-7971"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rui Fa","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Brunel University, London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Brunel University, London, UK","institution_ids":["https://openalex.org/I59433898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005215414","display_name":"Basel Abu\u2010Jamous","orcid":"https://orcid.org/0000-0002-8168-7179"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Basel Abu-Jamous","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Brunel University, London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Brunel University, London, UK","institution_ids":["https://openalex.org/I59433898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015035551","display_name":"Elvira Brattico","orcid":"https://orcid.org/0000-0003-0676-6464"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Elvira Brattico","raw_affiliation_strings":["Helsinki Collegium of Advanced Studies, University of Helsinki, Finland"],"affiliations":[{"raw_affiliation_string":"Helsinki Collegium of Advanced Studies, University of Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010643037","display_name":"Asoke K. Nandi","orcid":"https://orcid.org/0000-0001-6248-2875"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]},{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]},{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN","FI","GB"],"is_corresponding":false,"raw_author_name":"Asoke Nandi","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Brunel University, London, UK","Department of Mathematical Information Technology, University of Jyvaskyla, Finland","Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Brunel University, London, UK","institution_ids":["https://openalex.org/I59433898"]},{"raw_affiliation_string":"Department of Mathematical Information Technology, University of Jyvaskyla, Finland","institution_ids":["https://openalex.org/I94722563"]},{"raw_affiliation_string":"Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100676828"],"corresponding_institution_ids":["https://openalex.org/I59433898"],"apc_list":null,"apc_paid":null,"fwci":0.4448,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.7561963,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"33","issue":null,"first_page":"962","last_page":"966"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.996399998664856,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.996399998664856,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9916999936103821,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.989799976348877,"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":0.8501133918762207},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8328166604042053},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7326121926307678},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5943461656570435},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5875052213668823},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4981682300567627},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47419124841690063},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4631566107273102},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36318713426589966},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.06385335326194763}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8501133918762207},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8328166604042053},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7326121926307678},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5943461656570435},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5875052213668823},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4981682300567627},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47419124841690063},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4631566107273102},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36318713426589966},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.06385335326194763},{"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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icassp.2015.7178112","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2015.7178112","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:10032995","is_oa":false,"landing_page_url":"http://discovery.ucl.ac.uk/10032995/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"     In:   (Proceedings) 40th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). (pp. pp. 962-966).  IEEE (2015)     ","raw_type":"Proceedings paper"},{"id":"pmh:oai:pure.atira.dk:publications/d64d7552-cbfd-4047-80bd-119803a88b7f","is_oa":false,"landing_page_url":"https://pure.au.dk/portal/en/publications/d64d7552-cbfd-4047-80bd-119803a88b7f","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Liu, C, Fa, R, Abu-Jamous, B, Brattico, E & Nandi, A 2015, 'Scalable clustering based on enhanced-smart for large-scale fMRI datasets', I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings, pp. 962-966.","raw_type":"info:eu-repo/semantics/publishedVersion"}],"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/W1500693574","https://openalex.org/W1505807419","https://openalex.org/W1613448136","https://openalex.org/W1992487663","https://openalex.org/W1995708743","https://openalex.org/W1996510517","https://openalex.org/W2006636107","https://openalex.org/W2012739722","https://openalex.org/W2013572327","https://openalex.org/W2031271005","https://openalex.org/W2033403400","https://openalex.org/W2046035753","https://openalex.org/W2064980525","https://openalex.org/W2073279944","https://openalex.org/W2081930221","https://openalex.org/W2095897464","https://openalex.org/W2116762767","https://openalex.org/W2122457251","https://openalex.org/W2126337883","https://openalex.org/W2135925324","https://openalex.org/W2151221838","https://openalex.org/W2160200253","https://openalex.org/W2165352893","https://openalex.org/W2170936641","https://openalex.org/W3142828467","https://openalex.org/W4244030505","https://openalex.org/W4246386548","https://openalex.org/W6636447677","https://openalex.org/W6677347680"],"related_works":["https://openalex.org/W2389214306","https://openalex.org/W2965083567","https://openalex.org/W4235240664","https://openalex.org/W1838576100","https://openalex.org/W2095886385","https://openalex.org/W2889616422","https://openalex.org/W2089704382","https://openalex.org/W1983399550","https://openalex.org/W97075385","https://openalex.org/W2357523926"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5],"scalable":[6],"clustering":[7,19,99],"paradigm":[8],"to":[9],"address":[10],"the":[11,28,56,64,91,97],"problems":[12],"of":[13,58],"excessive":[14],"computational":[15],"load":[16],"and":[17,63,69,83,93],"limited":[18],"performance":[20],"in":[21,101],"large-scale":[22,37,102],"data.":[23,48],"The":[24,36],"proposed":[25],"method":[26,74],"employs":[27],"enhanced":[29],"splitting":[30],"merging":[31],"awareness":[32],"tactics":[33],"(E-SMART)":[34],"algorithm.":[35],"dataset":[38],"is":[39],"divided":[40],"into":[41],"many":[42],"sub-datasets":[43,50],"sampled":[44],"randomly":[45],"from":[46],"original":[47],"These":[49],"are":[51,67],"clustered":[52],"using":[53,75],"E-SMART":[54],"with":[55,79],"number":[57],"clusters":[59],"K":[60],"detected":[61],"automatically":[62],"resulting":[65],"partitions":[66],"combined":[68],"re-clustered.":[70],"We":[71],"evaluate":[72],"our":[73],"synthetic":[76],"fMRI":[77,86],"datasets":[78],"different":[80],"noise":[81],"levels":[82],"one":[84],"real":[85],"dataset.":[87],"Results":[88],"show":[89],"that":[90],"accuracy":[92],"execution":[94],"time":[95],"outperforms":[96],"traditional":[98],"algorithms":[100],"datasets.":[103]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
