{"id":"https://openalex.org/W2160724632","doi":"https://doi.org/10.1142/s179353690900031x","title":"A VARIANT OF THE EMD METHOD FOR MULTI-SCALE DATA","display_name":"A VARIANT OF THE EMD METHOD FOR MULTI-SCALE DATA","publication_year":2009,"publication_date":"2009-10-01","ids":{"openalex":"https://openalex.org/W2160724632","doi":"https://doi.org/10.1142/s179353690900031x","mag":"2160724632"},"language":"en","primary_location":{"id":"doi:10.1142/s179353690900031x","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s179353690900031x","pdf_url":null,"source":{"id":"https://openalex.org/S16439242","display_name":"Advances in Adaptive Data Analysis","issn_l":"1793-5369","issn":["1793-5369","1793-7175"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Adaptive Data Analysis","raw_type":"journal-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/A5113999511","display_name":"Thomas Y. Hou","orcid":null},"institutions":[{"id":"https://openalex.org/I122411786","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055","country_code":"US","type":"education","lineage":["https://openalex.org/I122411786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"THOMAS Y. HOU","raw_affiliation_strings":["Applied and Computational Mathematics, California Institute of Technology Pasadena, CA 91125, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied and Computational Mathematics, California Institute of Technology Pasadena, CA 91125, USA","institution_ids":["https://openalex.org/I122411786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081681517","display_name":"Mike Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I122411786","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055","country_code":"US","type":"education","lineage":["https://openalex.org/I122411786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"MIKE P. YAN","raw_affiliation_strings":["Applied and Computational Mathematics, California Institute of Technology Pasadena, CA 91125, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied and Computational Mathematics, California Institute of Technology Pasadena, CA 91125, USA","institution_ids":["https://openalex.org/I122411786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087187626","display_name":"Zhaohua Wu","orcid":"https://orcid.org/0000-0003-1660-0724"},"institutions":[{"id":"https://openalex.org/I103163165","display_name":"Florida State University","ror":"https://ror.org/05g3dte14","country_code":"US","type":"education","lineage":["https://openalex.org/I103163165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"ZHAOHUA WU","raw_affiliation_strings":["Center for Ocean-Atmospheric Prediction Studies and Department of Meteorology, Florida State University, Tallahassee, FL 32306-2840, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Ocean-Atmospheric Prediction Studies and Department of Meteorology, Florida State University, Tallahassee, FL 32306-2840, USA","institution_ids":["https://openalex.org/I103163165"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.9771,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.89958795,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"01","issue":"04","first_page":"483","last_page":"516"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9883999824523926,"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/T12603","display_name":"NMR spectroscopy and applications","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hilbert\u2013huang-transform","display_name":"Hilbert\u2013Huang transform","score":0.9054762721061707},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.6421193480491638},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.6070877909660339},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5262381434440613},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.49092724919319153},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4181216061115265},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40106362104415894},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39557144045829773},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.3594065308570862},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3593525290489197},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.18327131867408752},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08528536558151245}],"concepts":[{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.9054762721061707},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6421193480491638},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.6070877909660339},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5262381434440613},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.49092724919319153},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4181216061115265},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40106362104415894},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39557144045829773},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3594065308570862},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3593525290489197},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18327131867408752},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08528536558151245},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C112633086","wikidata":"https://www.wikidata.org/wiki/Q381287","display_name":"White noise","level":2,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s179353690900031x","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s179353690900031x","pdf_url":null,"source":{"id":"https://openalex.org/S16439242","display_name":"Advances in Adaptive Data Analysis","issn_l":"1793-5369","issn":["1793-5369","1793-7175"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Adaptive Data Analysis","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.158.5322","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.158.5322","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ama.caltech.edu/~hou/papers/EMD_AADA.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W359661129","https://openalex.org/W1547249381","https://openalex.org/W1976709621","https://openalex.org/W2007221293","https://openalex.org/W2015544881","https://openalex.org/W2028497691","https://openalex.org/W2029918260","https://openalex.org/W2077664060","https://openalex.org/W2088202114","https://openalex.org/W2098395403","https://openalex.org/W2106665847","https://openalex.org/W2120390927","https://openalex.org/W2145096794","https://openalex.org/W2160097539","https://openalex.org/W2164452299","https://openalex.org/W2296616510","https://openalex.org/W4250690007","https://openalex.org/W4250955649"],"related_works":["https://openalex.org/W2081563414","https://openalex.org/W2363056446","https://openalex.org/W2359718298","https://openalex.org/W2377062149","https://openalex.org/W3014107421","https://openalex.org/W2076661204","https://openalex.org/W2380939102","https://openalex.org/W2011248322","https://openalex.org/W2127575060","https://openalex.org/W2367413147"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,34],"propose":[4],"a":[5],"variant":[6],"of":[7],"the":[8,23,26,37,42],"Empirical":[9],"Mode":[10],"Decomposition":[11],"method":[12,39],"to":[13],"decompose":[14],"multiscale":[15,27],"data":[16,28],"into":[17],"their":[18],"intrinsic":[19,43],"mode":[20,44],"functions.":[21],"Under":[22],"assumption":[24],"that":[25,36],"satisfy":[29],"certain":[30],"scale":[31],"separation":[32],"property,":[33],"show":[35],"proposed":[38],"can":[40],"extract":[41],"functions":[45],"accurately":[46],"and":[47],"uniquely.":[48]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
