{"id":"https://openalex.org/W2044525144","doi":"https://doi.org/10.1109/ijcnn.2007.4371093","title":"Application of Self-Organizing Map in Aerosol Single Particles Data Clustering","display_name":"Application of Self-Organizing Map in Aerosol Single Particles Data Clustering","publication_year":2007,"publication_date":"2007-08-01","ids":{"openalex":"https://openalex.org/W2044525144","doi":"https://doi.org/10.1109/ijcnn.2007.4371093","mag":"2044525144"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2007.4371093","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2007.4371093","pdf_url":null,"source":{"id":"https://openalex.org/S4210195743","display_name":"IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks","issn_l":"1098-7576","issn":["1098-7576","1558-3902"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 International Joint Conference on Neural Networks","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/A5080569399","display_name":"Guozhu Wen","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210099079","display_name":"Institute of Intelligent Machines","ror":"https://ror.org/00w0qep84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guo-Zhu Wen","raw_affiliation_strings":["Intelligent Computing Lab, Institute of Intelligent Machines, Chinese Academy of Sciences, China and with Department of Automation, University of Science and Technology, China"],"affiliations":[{"raw_affiliation_string":"Intelligent Computing Lab, Institute of Intelligent Machines, Chinese Academy of Sciences, China and with Department of Automation, University of Science and Technology, China","institution_ids":["https://openalex.org/I4210099079","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102901444","display_name":"Xiaoyong Guo","orcid":"https://orcid.org/0000-0001-8013-5391"},"institutions":[{"id":"https://openalex.org/I4210134251","display_name":"Anhui Institute of Optics and Fine Mechanics","ror":"https://ror.org/03bzbv419","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210134251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao-Yong Guo","raw_affiliation_strings":["Anhui Institute of Optics and Fine Mechanics, Chinese Academy and Sciences, China"],"affiliations":[{"raw_affiliation_string":"Anhui Institute of Optics and Fine Mechanics, Chinese Academy and Sciences, China","institution_ids":["https://openalex.org/I4210134251"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113170254","display_name":"De-Shuang Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210099079","display_name":"Institute of Intelligent Machines","ror":"https://ror.org/00w0qep84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"De-Shuang Huang","raw_affiliation_strings":["Intelligent Computing Lab, Institute of Intelligent Machines, Chinese Academy and Sciences, China"],"affiliations":[{"raw_affiliation_string":"Intelligent Computing Lab, Institute of Intelligent Machines, Chinese Academy and Sciences, China","institution_ids":["https://openalex.org/I4210099079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066879706","display_name":"Kunhong Liu","orcid":"https://orcid.org/0000-0002-1222-8876"},"institutions":[{"id":"https://openalex.org/I4210099079","display_name":"Institute of Intelligent Machines","ror":"https://ror.org/00w0qep84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667","https://openalex.org/I4210099079"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun-Hong Liu","raw_affiliation_strings":["Intelligent Computing Lab, Institute of Intelligent Machines, Chinese Academy and Sciences, China"],"affiliations":[{"raw_affiliation_string":"Intelligent Computing Lab, Institute of Intelligent Machines, Chinese Academy and Sciences, China","institution_ids":["https://openalex.org/I4210099079"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5080569399"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210099079"],"apc_list":null,"apc_paid":null,"fwci":0.8632,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68163265,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"5","issue":null,"first_page":"991","last_page":"996"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9835000038146973,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9747999906539917,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8330185413360596},{"id":"https://openalex.org/keywords/aerosol","display_name":"Aerosol","score":0.6915638446807861},{"id":"https://openalex.org/keywords/centroid","display_name":"Centroid","score":0.634010374546051},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.6294906139373779},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5391815304756165},{"id":"https://openalex.org/keywords/particle","display_name":"Particle (ecology)","score":0.5186540484428406},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4718755781650543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45005935430526733},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38334977626800537},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2838160991668701},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1974015235900879},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.1225590705871582},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1146632730960846}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8330185413360596},{"id":"https://openalex.org/C2779345167","wikidata":"https://www.wikidata.org/wiki/Q104541","display_name":"Aerosol","level":2,"score":0.6915638446807861},{"id":"https://openalex.org/C146599234","wikidata":"https://www.wikidata.org/wiki/Q511093","display_name":"Centroid","level":2,"score":0.634010374546051},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.6294906139373779},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5391815304756165},{"id":"https://openalex.org/C2778517922","wikidata":"https://www.wikidata.org/wiki/Q7140482","display_name":"Particle (ecology)","level":2,"score":0.5186540484428406},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4718755781650543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45005935430526733},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38334977626800537},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2838160991668701},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1974015235900879},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.1225590705871582},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1146632730960846},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2007.4371093","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2007.4371093","pdf_url":null,"source":{"id":"https://openalex.org/S4210195743","display_name":"IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks","issn_l":"1098-7576","issn":["1098-7576","1558-3902"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 International Joint Conference on Neural Networks","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W259338706","https://openalex.org/W1970068361","https://openalex.org/W1990517717","https://openalex.org/W1994409504","https://openalex.org/W2004463420","https://openalex.org/W2029962501","https://openalex.org/W2088121543","https://openalex.org/W2088709281","https://openalex.org/W2110802877","https://openalex.org/W2122473047","https://openalex.org/W2125478079","https://openalex.org/W2140190241","https://openalex.org/W2156771765","https://openalex.org/W2165612380","https://openalex.org/W2318698569","https://openalex.org/W6678534278","https://openalex.org/W6680704940"],"related_works":["https://openalex.org/W3126136541","https://openalex.org/W2396583078","https://openalex.org/W2381926679","https://openalex.org/W2896789315","https://openalex.org/W2941835033","https://openalex.org/W4213416983","https://openalex.org/W3040270278","https://openalex.org/W2165583849","https://openalex.org/W3196990708","https://openalex.org/W2998338862"],"abstract_inverted_index":{"In":[0,30,88],"this":[1],"paper,":[2],"self-organizing":[3],"map":[4],"(SOM)":[5],"is":[6,48,61,65,102],"used":[7,43,67],"to":[8,50,68,90],"visualize":[9],"and":[10,72,77,113],"cluster":[11,69,100],"the":[12,33,40,74,79,92,96],"data":[13,54,71],"set":[14],"of":[15,32,36,94],"aerosol":[16,25,37],"single":[17],"particle":[18,38],"mass":[19,27],"spectrum,":[20],"which":[21],"was":[22],"collected":[23],"by":[24,84],"time-of-flight":[26],"spectrometry":[28],"(ATOFMS).":[29],"view":[31],"characteristic":[34],"feature":[35],"data,":[39],"TF-IDF":[41],"scheme":[42],"widely":[44],"in":[45],"document":[46],"clustering":[47,55,59],"employed":[49],"preprocess.":[51],"Subsequently":[52],"for":[53,99],"analysis,":[56],"a":[57],"two-level":[58],"framework":[60],"proposed,":[62],"wherein":[63,105],"SOM":[64],"firstly":[66],"input":[70],"get":[73],"primary":[75],"results,":[76],"then":[78],"results":[80],"are":[81,117],"again":[82],"clustered":[83],"semiautomatic":[85],"k-means":[86],"algorithm.":[87],"order":[89],"demonstrate":[91],"validity":[93],"clustering,":[95],"chemical":[97],"significance":[98],"centroid":[101],"also":[103],"investigated,":[104],"inorganic":[106],"salts,":[107],"\"calcium-containing\"":[108],"particles,":[109,112],"biogenic":[110],"soot":[111],"carbonaceous":[114],"particles":[115],"etc.":[116],"identified.":[118]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
