{"id":"https://openalex.org/W2100952904","doi":"https://doi.org/10.1109/icassp.2011.5946808","title":"Parallel implementation of Multi-dimensional Ensemble Empirical Mode Decomposition","display_name":"Parallel implementation of Multi-dimensional Ensemble Empirical Mode Decomposition","publication_year":2011,"publication_date":"2011-05-01","ids":{"openalex":"https://openalex.org/W2100952904","doi":"https://doi.org/10.1109/icassp.2011.5946808","mag":"2100952904"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2011.5946808","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2011.5946808","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 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/A5043931807","display_name":"Li\u2010Wen Chang","orcid":"https://orcid.org/0000-0001-6515-6733"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Li-Wen Chang","raw_affiliation_strings":["University of Illinois, Urbana-Champaign, Urbana, IL, USA","University of Illinois at Urbana-Champaign, USA 61801"],"affiliations":[{"raw_affiliation_string":"University of Illinois, Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, USA 61801","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047456186","display_name":"Men\u2010Tzung Lo","orcid":"https://orcid.org/0000-0003-2630-4945"},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Men-Tzung Lo","raw_affiliation_strings":["National Central University, Chungli, Taiwan","National Central University, Chungli, Taiwan 32001"],"affiliations":[{"raw_affiliation_string":"National Central University, Chungli, Taiwan","institution_ids":["https://openalex.org/I22265921"]},{"raw_affiliation_string":"National Central University, Chungli, Taiwan 32001","institution_ids":["https://openalex.org/I22265921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032231390","display_name":"Nasser Anssari","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nasser Anssari","raw_affiliation_strings":["University of Illinois, Urbana-Champaign, Urbana, IL, USA","University of Illinois at Urbana-Champaign, USA 61801"],"affiliations":[{"raw_affiliation_string":"University of Illinois, Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, USA 61801","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065734318","display_name":"Ke-Hsin Hsu","orcid":null},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ke-Hsin Hsu","raw_affiliation_strings":["National Central University, Chungli, Taiwan","National Central University, Chungli, Taiwan 32001"],"affiliations":[{"raw_affiliation_string":"National Central University, Chungli, Taiwan","institution_ids":["https://openalex.org/I22265921"]},{"raw_affiliation_string":"National Central University, Chungli, Taiwan 32001","institution_ids":["https://openalex.org/I22265921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110969892","display_name":"Norden E. Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Norden E. Huang","raw_affiliation_strings":["National Central University, Chungli, Taiwan","National Central University, Chungli, Taiwan 32001"],"affiliations":[{"raw_affiliation_string":"National Central University, Chungli, Taiwan","institution_ids":["https://openalex.org/I22265921"]},{"raw_affiliation_string":"National Central University, Chungli, Taiwan 32001","institution_ids":["https://openalex.org/I22265921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040404999","display_name":"Wen\u2010mei Hwu","orcid":"https://orcid.org/0000-0003-2532-5349"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wen-mei W. Hwu","raw_affiliation_strings":["University of Illinois, Urbana-Champaign, Urbana, IL, USA","University of Illinois at Urbana-Champaign, USA 61801"],"affiliations":[{"raw_affiliation_string":"University of Illinois, Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, USA 61801","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5043931807"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":5.911,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.95991658,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1621","last_page":"1624"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10876","display_name":"Fault Detection and Control Systems","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9433000087738037,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.9256198406219482},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.8439061641693115},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.835862398147583},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.8166833519935608},{"id":"https://openalex.org/keywords/xeon","display_name":"Xeon","score":0.8112232685089111},{"id":"https://openalex.org/keywords/xeon-phi","display_name":"Xeon Phi","score":0.6566941738128662},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.5489674806594849},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.43081745505332947},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.41880694031715393},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.32423853874206543},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08386820554733276}],"concepts":[{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.9256198406219482},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.8439061641693115},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.835862398147583},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.8166833519935608},{"id":"https://openalex.org/C145108525","wikidata":"https://www.wikidata.org/wiki/Q656154","display_name":"Xeon","level":2,"score":0.8112232685089111},{"id":"https://openalex.org/C96972482","wikidata":"https://www.wikidata.org/wiki/Q1049168","display_name":"Xeon Phi","level":2,"score":0.6566941738128662},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.5489674806594849},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.43081745505332947},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.41880694031715393},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.32423853874206543},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08386820554733276},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp.2011.5946808","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2011.5946808","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.303.2934","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.303.2934","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://impact.crhc.illinois.edu/shared/papers/parallel2011.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W177296396","https://openalex.org/W1485781512","https://openalex.org/W2007221293","https://openalex.org/W2048953145","https://openalex.org/W2074415591","https://openalex.org/W2110559852","https://openalex.org/W2113193347","https://openalex.org/W2120390927","https://openalex.org/W2122470043","https://openalex.org/W2139947233","https://openalex.org/W2150072852","https://openalex.org/W2152716540","https://openalex.org/W2160097539","https://openalex.org/W2170392470"],"related_works":["https://openalex.org/W1974923383","https://openalex.org/W2475524688","https://openalex.org/W2739740241","https://openalex.org/W2085105049","https://openalex.org/W2592417500","https://openalex.org/W2526069705","https://openalex.org/W2024016913","https://openalex.org/W2019153376","https://openalex.org/W2981664121","https://openalex.org/W2022666014"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"and":[5,20],"evaluate":[6],"two":[7,64],"parallel":[8],"implementations":[9],"of":[10],"Multi-dimensional":[11],"Ensemble":[12],"Empirical":[13],"Mode":[14],"Decomposition":[15],"(MEEMD)":[16],"for":[17],"multi-core":[18,50],"(CPU)":[19],"many-core":[21],"(GPU)":[22],"architectures.":[23],"Relative":[24],"to":[25,42,60],"a":[26],"sequential":[27],"C":[28],"implementation,":[29,34,52],"our":[30],"double":[31],"precision":[32],"GPU":[33],"using":[35,53],"the":[36,54],"CUDA":[37],"programming":[38,56],"model,":[39,57],"achieves":[40,58],"up":[41,59],"48.6x":[43],"speedup":[44,62],"on":[45,63],"NVIDIA":[46],"Tesla":[47],"C2050.":[48],"Our":[49],"CPU":[51],"OpenMP":[55],"11.3x":[61],"octal-core":[65],"Intel":[66],"Xeon":[67],"x7550":[68],"CPUs.":[69]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-20T07:46:08.049788","created_date":"2025-10-10T00:00:00"}
