{"id":"https://openalex.org/W2080945830","doi":"https://doi.org/10.1109/smc.2014.6974157","title":"Grey incidence clustering method based on dynamic time warping","display_name":"Grey incidence clustering method based on dynamic time warping","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2080945830","doi":"https://doi.org/10.1109/smc.2014.6974157","mag":"2080945830"},"language":"en","primary_location":{"id":"doi:10.1109/smc.2014.6974157","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2014.6974157","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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/A5053198882","display_name":"Jin Dai","orcid":"https://orcid.org/0000-0002-4610-4767"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jin Dai","raw_affiliation_strings":["Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052970855","display_name":"Yi Yan","orcid":"https://orcid.org/0000-0002-8579-4211"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Yan","raw_affiliation_strings":["Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035486573","display_name":"Feng Hu","orcid":"https://orcid.org/0000-0003-2088-6227"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Hu","raw_affiliation_strings":["Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053198882"],"corresponding_institution_ids":["https://openalex.org/I10535382"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14495648,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"27","issue":null,"first_page":"1675","last_page":"1680"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9577999711036682,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.911300003528595,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8422509431838989},{"id":"https://openalex.org/keywords/dynamic-time-warping","display_name":"Dynamic time warping","score":0.7073178291320801},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6188036203384399},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5817915797233582},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5059873461723328},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.476977676153183},{"id":"https://openalex.org/keywords/incidence-matrix","display_name":"Incidence matrix","score":0.4469003677368164},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42873576283454895},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4183272123336792},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32417961955070496},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07054170966148376}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8422509431838989},{"id":"https://openalex.org/C88516994","wikidata":"https://www.wikidata.org/wiki/Q1268863","display_name":"Dynamic time warping","level":2,"score":0.7073178291320801},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6188036203384399},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5817915797233582},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5059873461723328},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.476977676153183},{"id":"https://openalex.org/C85136909","wikidata":"https://www.wikidata.org/wiki/Q939272","display_name":"Incidence matrix","level":3,"score":0.4469003677368164},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42873576283454895},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4183272123336792},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32417961955070496},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07054170966148376},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc.2014.6974157","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2014.6974157","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W116902681","https://openalex.org/W1972526493","https://openalex.org/W2009083881","https://openalex.org/W2121874461","https://openalex.org/W2142790078","https://openalex.org/W2357426503","https://openalex.org/W2378160826","https://openalex.org/W3009556060","https://openalex.org/W6604828220","https://openalex.org/W6678225158","https://openalex.org/W7043230124"],"related_works":["https://openalex.org/W2341338763","https://openalex.org/W2950183183","https://openalex.org/W2030799363","https://openalex.org/W2032415964","https://openalex.org/W2288425735","https://openalex.org/W2349923317","https://openalex.org/W2894081631","https://openalex.org/W2986063033","https://openalex.org/W2978114332","https://openalex.org/W2040439981"],"abstract_inverted_index":{"Grey":[0],"incidence":[1,16,65],"clustering":[2,17,66,115],"method":[3,67,99,120],"is":[4,121],"an":[5],"important":[6],"research":[7],"area":[8],"of":[9,52,91,117],"grey":[10,15,64,96],"system":[11],"analysis.":[12],"However,":[13],"current":[14],"methods":[18,31],"have":[19],"some":[20,43],"problems":[21],"when":[22,124],"dealing":[23],"with":[24,27],"data":[25,39,127],"sequences":[26,77,85],"different":[28],"length.":[29],"These":[30],"usually":[32],"choose":[33],"to":[34,94],"pad":[35],"up":[36],"the":[37,50,53,57,82,88,110,114],"shorter":[38],"sequence":[40],"or":[41],"delete":[42],"redundant":[44],"data,":[45],"and":[46],"that":[47,113],"will":[48],"increase":[49],"uncertainty":[51],"system.":[54],"To":[55],"solve":[56],"problem,":[58],"this":[59,118],"paper":[60],"proposed":[61],"a":[62],"novel":[63,119],"by":[68,86],"introducing":[69],"dynamic":[70],"time":[71],"warping":[72],"distance":[73,92],"used":[74],"for":[75],"unequal-length":[76],"processing.":[78],"It":[79],"can":[80],"measure":[81],"similarity":[83],"between":[84],"computing":[87],"shortest":[89],"path":[90],"matrix":[93],"achieve":[95],"clustering.":[97],"This":[98],"doesn't":[100],"need":[101],"manual":[102],"intervention.":[103],"And":[104],"it":[105],"possesses":[106],"stronger":[107],"robustness.":[108],"Besides,":[109],"experiment":[111],"shows":[112],"result":[116],"more":[122],"correct":[123],"handling":[125],"inconsistent-length":[126],"sequences.":[128]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
