{"id":"https://openalex.org/W3107013815","doi":"https://doi.org/10.1109/cisp-bmei51763.2020.9263687","title":"Analysis and classification of nanopore data based on feature-level multi-modality","display_name":"Analysis and classification of nanopore data based on feature-level multi-modality","publication_year":2020,"publication_date":"2020-10-17","ids":{"openalex":"https://openalex.org/W3107013815","doi":"https://doi.org/10.1109/cisp-bmei51763.2020.9263687","mag":"3107013815"},"language":"en","primary_location":{"id":"doi:10.1109/cisp-bmei51763.2020.9263687","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei51763.2020.9263687","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 13th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","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/A5066862026","display_name":"Xi\u2010Xin Fu","orcid":null},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xixin Fu","raw_affiliation_strings":["East China University of Science and Technology,College of Information Science and Engineering,Shanghai,China","College of Information Science and Engineering, East China University of Science and Technology, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"East China University of Science and Technology,College of Information Science and Engineering,Shanghai,China","institution_ids":["https://openalex.org/I143593769"]},{"raw_affiliation_string":"College of Information Science and Engineering, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101742635","display_name":"Yongjing Wan","orcid":null},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongjing Wan","raw_affiliation_strings":["East China University of Science and Technology,College of Information Science and Engineering,Shanghai,China","College of Information Science and Engineering, East China University of Science and Technology, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"East China University of Science and Technology,College of Information Science and Engineering,Shanghai,China","institution_ids":["https://openalex.org/I143593769"]},{"raw_affiliation_string":"College of Information Science and Engineering, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100370265","display_name":"Xinyi Li","orcid":"https://orcid.org/0000-0001-8241-7536"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyi Li","raw_affiliation_strings":["Nanjing University,School of Chemistry and Chemical Engineering,Nanjing,China","School of Chemistry and Chemical Engineering, Nanjing University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University,School of Chemistry and Chemical Engineering,Nanjing,China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"School of Chemistry and Chemical Engineering, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079672191","display_name":"Yi\u2010Lun Ying","orcid":"https://orcid.org/0000-0001-6217-256X"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yilun Ying","raw_affiliation_strings":["Nanjing University,School of Chemistry and Chemical Engineering,Nanjing,China","School of Chemistry and Chemical Engineering, Nanjing University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University,School of Chemistry and Chemical Engineering,Nanjing,China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"School of Chemistry and Chemical Engineering, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034885015","display_name":"Yi\u2010Tao Long","orcid":"https://orcid.org/0000-0003-2571-7457"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yitao Long","raw_affiliation_strings":["Nanjing University,School of Chemistry and Chemical Engineering,Nanjing,China","School of Chemistry and Chemical Engineering, Nanjing University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University,School of Chemistry and Chemical Engineering,Nanjing,China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"School of Chemistry and Chemical Engineering, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5066862026"],"corresponding_institution_ids":["https://openalex.org/I143593769"],"apc_list":null,"apc_paid":null,"fwci":0.0858,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.40890041,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"692","last_page":"698"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11582","display_name":"Nanopore and Nanochannel Transport Studies","score":0.9977999925613403,"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"}},"topics":[{"id":"https://openalex.org/T11582","display_name":"Nanopore and Nanochannel Transport Studies","score":0.9977999925613403,"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/T10572","display_name":"Geophysical and Geoelectrical Methods","score":0.9878000020980835,"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/T11609","display_name":"Geophysical Methods and Applications","score":0.9660999774932861,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"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/nanopore","display_name":"Nanopore","score":0.9041799306869507},{"id":"https://openalex.org/keywords/hilbert\u2013huang-transform","display_name":"Hilbert\u2013Huang transform","score":0.7009320259094238},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.668140172958374},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6327801942825317},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.6188121438026428},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5962510704994202},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5797991752624512},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.47821423411369324},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.44694069027900696},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.4460787773132324},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.32198798656463623},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.16043564677238464},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.15475794672966003},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.11084866523742676}],"concepts":[{"id":"https://openalex.org/C141795571","wikidata":"https://www.wikidata.org/wiki/Q580942","display_name":"Nanopore","level":2,"score":0.9041799306869507},{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.7009320259094238},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.668140172958374},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6327801942825317},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.6188121438026428},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5962510704994202},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5797991752624512},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.47821423411369324},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.44694069027900696},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.4460787773132324},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.32198798656463623},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.16043564677238464},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.15475794672966003},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.11084866523742676},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cisp-bmei51763.2020.9263687","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei51763.2020.9263687","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 13th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2000982976","https://openalex.org/W2007221293","https://openalex.org/W2056120028","https://openalex.org/W2096125904","https://openalex.org/W2101827712","https://openalex.org/W2120390927","https://openalex.org/W2141125852","https://openalex.org/W2194775991","https://openalex.org/W2577341313","https://openalex.org/W2767334709","https://openalex.org/W2808734862","https://openalex.org/W2945711050","https://openalex.org/W2964121744","https://openalex.org/W2968560441","https://openalex.org/W2995942064","https://openalex.org/W3202618380","https://openalex.org/W6631190155","https://openalex.org/W6801610079"],"related_works":["https://openalex.org/W9958333","https://openalex.org/W13187899","https://openalex.org/W9402503","https://openalex.org/W7120470","https://openalex.org/W14012258","https://openalex.org/W14516383","https://openalex.org/W14185605","https://openalex.org/W13743179","https://openalex.org/W11879186","https://openalex.org/W7782622"],"abstract_inverted_index":{"As":[0],"a":[1,17],"powerful":[2,18],"single-molecule":[3,144],"analysis":[4,7],"technology,":[5],"nanopore":[6,28,96,141],"is":[8,29,63,135],"used":[9],"in":[10,46,143],"DNA":[11],"sequencing":[12],"and":[13,88,107,125],"biomolecular":[14],"recognition,":[15],"providing":[16],"analytical":[19],"method":[20,120],"for":[21],"biochemistry.":[22],"Traditional":[23],"signal":[24,101,131],"recognition":[25,126],"methods":[26],"of":[27,35,52,57,64,95,128,140],"based":[30],"on":[31],"the":[32,76,100,116,123,138],"statistical":[33],"characteristics":[34],"electrical":[36,97,130],"signals,":[37],"which":[38,62,134],"can":[39,104,121],"only":[40],"distinguish":[41],"signals":[42,59],"with":[43],"obvious":[44],"differences":[45],"time":[47,85],"domain":[48],"characteristics.":[49],"The":[50,112],"introduction":[51],"spectrum":[53,103,132],"enables":[54],"effective":[55],"classification":[56,124],"similar":[58,129],"from":[60],"nanopores,":[61],"great":[65],"significance":[66],"to":[67,91],"its":[68],"further":[69],"application.":[70],"In":[71],"this":[72],"paper,":[73],"we":[74],"design":[75],"ensemble":[77],"empirical":[78],"mode":[79,82],"decomposition,":[80,83],"variational":[81],"inherent":[84],"scale":[86],"decomposition":[87],"Hilbert":[89],"transform":[90],"extract":[92],"multi-spectral":[93],"features":[94],"signals.":[98],"Then,":[99],"feature":[102],"be":[105],"classified":[106],"identified":[108],"through":[109],"ResNet":[110],"network.":[111],"results":[113],"prove":[114],"that":[115],"feature-level":[117],"multi-modality":[118],"fusion":[119],"improve":[122],"effect":[127],"features,":[133],"significantly":[136],"promote":[137],"sensitivity":[139],"technology":[142],"analysis.":[145]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}