iBet uBet web content aggregator. Adding the entire web to your favor.
iBet uBet web content aggregator. Adding the entire web to your favor.



Link to original content: https://api.openalex.org/works/doi:10.1109/ICPPW.2015.23
{"id":"https://openalex.org/W2295127418","doi":"https://doi.org/10.1109/icppw.2015.23","title":"High Performance Computing of Fast Independent Component Analysis for Hyperspectral Image Dimensionality Reduction on MIC-Based Clusters","display_name":"High Performance Computing of Fast Independent Component Analysis for Hyperspectral Image Dimensionality Reduction on MIC-Based Clusters","publication_year":2015,"publication_date":"2015-09-01","ids":{"openalex":"https://openalex.org/W2295127418","doi":"https://doi.org/10.1109/icppw.2015.23","mag":"2295127418"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icppw.2015.23","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5066162935","display_name":"Minquan Fang","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minquan Fang","raw_affiliation_strings":["National University of Defense Technology Changsha China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology Changsha China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068256019","display_name":"Yi Yu","orcid":"https://orcid.org/0000-0002-3922-6280"},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yi Yu","raw_affiliation_strings":["Department of Computer, Texas TECH University, Lubbock, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer, Texas TECH University, Lubbock, USA","institution_ids":["https://openalex.org/I12315562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100340715","display_name":"Weimin Zhang","orcid":"https://orcid.org/0000-0001-5881-8970"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weimin Zhang","raw_affiliation_strings":["National University of Defense Technology Changsha China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology Changsha China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080686591","display_name":"Heng Wu","orcid":"https://orcid.org/0000-0003-0832-2218"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Wu","raw_affiliation_strings":["School of Computer, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085883669","display_name":"Mingzhu Deng","orcid":"https://orcid.org/0000-0003-2389-7845"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingzhu Deng","raw_affiliation_strings":["School of Computer, National University of Defense, Technology Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, National University of Defense, Technology Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083171604","display_name":"Jianbin Fang","orcid":"https://orcid.org/0000-0003-3542-4869"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianbin Fang","raw_affiliation_strings":["School of Computer, National University of Defense, Technology Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, National University of Defense, Technology Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":3,"citation_normalized_percentile":{"value":0.516313,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":77,"max":79},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation and Independent Component Analysis","score":0.9999,"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"}},"topics":[{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation and Independent Component Analysis","score":0.9999,"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/T10640","display_name":"Chemometrics in Analytical Chemistry and Food Technology","score":0.9954,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10689","display_name":"Hyperspectral Image Analysis and Classification","score":0.9936,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"Independent Component Analysis","score":0.646872},{"id":"https://openalex.org/keywords/xeon","display_name":"Xeon","score":0.6408169},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral Imaging","score":0.546603},{"id":"https://openalex.org/keywords/image-analysis","display_name":"Image Analysis","score":0.546112},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal Component Analysis","score":0.545095},{"id":"https://openalex.org/keywords/hyperspectral","display_name":"Hyperspectral","score":0.519631}],"concepts":[{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.8255005},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.7439792},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7338143},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.7034074},{"id":"https://openalex.org/C145108525","wikidata":"https://www.wikidata.org/wiki/Q656154","display_name":"Xeon","level":2,"score":0.6408169},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.6169818},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6163093},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.5944322},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5706618},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5013571},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.44775435},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41048372},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40208417},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.34549445},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3079853},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16176185},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icppw.2015.23","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":14,"referenced_works":["https://openalex.org/W145612104","https://openalex.org/W1491770470","https://openalex.org/W2001141328","https://openalex.org/W2022470997","https://openalex.org/W2053186076","https://openalex.org/W2054973482","https://openalex.org/W2092847816","https://openalex.org/W2103612022","https://openalex.org/W2117256322","https://openalex.org/W2119478466","https://openalex.org/W2123649031","https://openalex.org/W2136625467","https://openalex.org/W2141224535","https://openalex.org/W54780379"],"related_works":["https://openalex.org/W4230131218","https://openalex.org/W3210911584","https://openalex.org/W3209970181","https://openalex.org/W3034375524","https://openalex.org/W2791177606","https://openalex.org/W2292979300","https://openalex.org/W2156787910","https://openalex.org/W2137369096","https://openalex.org/W2072166414","https://openalex.org/W2060875994"],"abstract_inverted_index":{"Fast":[0,29],"independent":[1],"component":[2],"analysis":[3],"(Fast":[4],"ICA)":[5],"for":[6,36,64],"hyper":[7,23],"spectral":[8,24],"image":[9],"dimensionality":[10,21],"reduction":[11],"is":[12],"computationally":[13],"complex":[14],"and":[15,42,54,67,100],"time-consuming":[16],"due":[17],"to":[18],"the":[19,28,73,87,92],"high":[20],"of":[22,61,107],"images.":[25],"By":[26],"analyzing":[27],"ICA":[30,43,94],"algorithm,":[31],"we":[32,57],"design":[33],"parallel":[34,47],"schemes":[35],"covariance":[37],"matrix":[38],"calculating,":[39],"white":[40],"processing":[41],"iteration":[44],"at":[45],"three":[46],"levels:":[48],"multicores,":[49],"many":[50],"integrated":[51],"cores":[52],"(MIC),":[53],"clusters.":[55],"Then":[56],"present":[58],"a":[59,79,97,104],"series":[60],"optimization":[62],"methods":[63],"different":[65],"hotspots,":[66],"measure":[68],"their":[69],"performance":[70],"effects.":[71],"All":[72],"work":[74],"has":[75,96],"been":[76],"implemented":[77],"in":[78],"framework":[80],"called":[81],"Ms-Fast":[82,93],"ICA.":[83],"Our":[84],"experiments":[85],"on":[86,110],"Tianhe-2":[88],"Supercomputer":[89],"show":[90],"that":[91],"algorithm":[95],"good":[98],"scalability,":[99],"it":[101],"can":[102],"reach":[103],"maximum":[105],"speed-up":[106],"410":[108],"times":[109],"64":[111],"nodes":[112],"with":[113],"192":[114],"Intel":[115],"Xeon":[116],"Phis.":[117]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2295127418","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2024-09-25T10:31:46.074979","created_date":"2016-06-24"}