{"id":"https://openalex.org/W2121818659","doi":"https://doi.org/10.1109/icpr.2002.1047977","title":"Multimodal temporal pattern mining","display_name":"Multimodal temporal pattern mining","publication_year":2003,"publication_date":"2003-06-25","ids":{"openalex":"https://openalex.org/W2121818659","doi":"https://doi.org/10.1109/icpr.2002.1047977","mag":"2121818659"},"language":"en","primary_location":{"id":"doi:10.1109/icpr.2002.1047977","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2002.1047977","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Object recognition supported by user interaction for service robots","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/A5033168441","display_name":"Pengyu Hong","orcid":"https://orcid.org/0000-0002-3177-2754"},"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":"Pengyu Hong","raw_affiliation_strings":["Coordinated Science Laboratory, University of Illinois, Urbana-Champaign, Urbana-Champaign, IL, USA","[Coordinated Sci. Lab, Illinois Univ., Urbana, IL, USA]"],"affiliations":[{"raw_affiliation_string":"Coordinated Science Laboratory, University of Illinois, Urbana-Champaign, Urbana-Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"[Coordinated Sci. Lab, Illinois Univ., Urbana, IL, USA]","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101457342","display_name":"Thomas S. Huang","orcid":"https://orcid.org/0000-0001-8474-5859"},"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":"T.S. Huang","raw_affiliation_strings":["Beckman Institute for Advanced Science and Technologv, University of Illinois, Urbana-Champaign, Urbana-Champaign, IL, USA","University of Illinois at Urbana Champaign"],"affiliations":[{"raw_affiliation_string":"Beckman Institute for Advanced Science and Technologv, University of Illinois, Urbana-Champaign, Urbana-Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana Champaign","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5033168441"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14184231,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":null,"first_page":"465","last_page":"468"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9534000158309937,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7613909244537354},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.7341146469116211},{"id":"https://openalex.org/keywords/dynamic-time-warping","display_name":"Dynamic time warping","score":0.7004795670509338},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.6315141916275024},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5655876994132996},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5573461055755615},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.5337556004524231},{"id":"https://openalex.org/keywords/temporal-database","display_name":"Temporal database","score":0.4916580319404602},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4590953290462494},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4457048177719116},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3270643651485443},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.27961021661758423},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.0650336742401123}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7613909244537354},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.7341146469116211},{"id":"https://openalex.org/C88516994","wikidata":"https://www.wikidata.org/wiki/Q1268863","display_name":"Dynamic time warping","level":2,"score":0.7004795670509338},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.6315141916275024},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5655876994132996},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5573461055755615},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.5337556004524231},{"id":"https://openalex.org/C77277458","wikidata":"https://www.wikidata.org/wiki/Q1969246","display_name":"Temporal database","level":2,"score":0.4916580319404602},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4590953290462494},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4457048177719116},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3270643651485443},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.27961021661758423},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0650336742401123},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","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},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icpr.2002.1047977","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2002.1047977","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Object recognition supported by user interaction for service robots","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2110485445","https://openalex.org/W2125838338","https://openalex.org/W2131709365","https://openalex.org/W2152324136","https://openalex.org/W2162206714","https://openalex.org/W4254816979","https://openalex.org/W4256398573"],"related_works":["https://openalex.org/W2419138286","https://openalex.org/W73545470","https://openalex.org/W2507549656","https://openalex.org/W2050318184","https://openalex.org/W2182848507","https://openalex.org/W101156158","https://openalex.org/W2387825067","https://openalex.org/W4224266612","https://openalex.org/W2506414444","https://openalex.org/W2383394264"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"an":[3],"approach":[4],"for":[5],"mining":[6],"multimodal":[7,97],"temporal":[8,23,30,42,77,80,98],"patterns":[9,24,43,87],"from":[10,26],"multiple":[11],"synchronous":[12],"signal":[13,35,47],"sequences":[14],"generated":[15],"by":[16],"different":[17,89],"modalities.":[18],"The":[19,65,79],"instances":[20,39,84],"of":[21,40,54,82,85],"the":[22,38,41,45,60,83,86,96],"suffer":[25],"noise":[27],"and":[28,69],"non-linear":[29],"warping.":[31],"There":[32],"are":[33,56],"non-pattern":[34],"segments":[36],"separating":[37],"in":[44,62,88],"whole":[46],"sequences.":[48],"Hidden":[49],"Markov":[50],"models":[51],"with":[52],"thresholds":[53],"supports":[55],"trained":[57],"to":[58,74,94],"capture":[59],"sub-patterns":[61,66],"each":[63],"modality.":[64],"have":[67],"overlaps":[68],"can":[70],"be":[71],"stitched":[72],"together":[73],"form":[75],"complete":[76],"patterns.":[78,99],"information":[81],"modalities":[90],"is":[91],"then":[92],"utilized":[93],"discover":[95]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
