{"id":"https://openalex.org/W2132952317","doi":"https://doi.org/10.1007/978-3-540-73055-2_21","title":"Comparison of Classifiers for Human Activity Recognition","display_name":"Comparison of Classifiers for Human Activity Recognition","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2132952317","doi":"https://doi.org/10.1007/978-3-540-73055-2_21","mag":"2132952317"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-73055-2_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-73055-2_21","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5050336723","display_name":"Oscar Perez\u2010Concha","orcid":"https://orcid.org/0000-0002-8823-7090"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"\u00d3scar P\u00e9rez","raw_affiliation_strings":["Departamento de Inform\u00e1tica. Universidad Carlos III de Madrid., Avenida de la Universidad Carlos III, 22 Colmenarejo 28270. Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Inform\u00e1tica. Universidad Carlos III de Madrid., Avenida de la Universidad Carlos III, 22 Colmenarejo 28270. Madrid, Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080014791","display_name":"Massimo Piccardi","orcid":"https://orcid.org/0000-0001-9250-6604"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Massimo Piccardi","raw_affiliation_strings":["Faculty of Information Technology University of Technology, Sydney PO Box 123. Broadway NSW 2007, \u00a0","Faculty of Information Technology, University of Technology Sydney, PO Box 123, Broadway NSW 2007"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology University of Technology, Sydney PO Box 123. Broadway NSW 2007, \u00a0","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"Faculty of Information Technology, University of Technology Sydney, PO Box 123, Broadway NSW 2007","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100653268","display_name":"Jes\u00fas Garc\u0131\u0301a","orcid":"https://orcid.org/0000-0003-1768-2688"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jes\u00fas Garc\u00eda","raw_affiliation_strings":["Departamento de Inform\u00e1tica. Universidad Carlos III de Madrid., Avenida de la Universidad Carlos III, 22 Colmenarejo 28270. Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Inform\u00e1tica. Universidad Carlos III de Madrid., Avenida de la Universidad Carlos III, 22 Colmenarejo 28270. Madrid, Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059583924","display_name":"Jos\u00e9 M. Molina","orcid":"https://orcid.org/0000-0002-7484-7357"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 M. Molina","raw_affiliation_strings":["Departamento de Inform\u00e1tica. Universidad Carlos III de Madrid., Avenida de la Universidad Carlos III, 22 Colmenarejo 28270. Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Inform\u00e1tica. Universidad Carlos III de Madrid., Avenida de la Universidad Carlos III, 22 Colmenarejo 28270. Madrid, Spain","institution_ids":["https://openalex.org/I50357001"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5050336723"],"corresponding_institution_ids":["https://openalex.org/I50357001"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.6859,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.73431589,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"192","last_page":"201"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9987000226974487,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8173235654830933},{"id":"https://openalex.org/keywords/centroid","display_name":"Centroid","score":0.7761956453323364},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.7480195760726929},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7355015873908997},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6881314516067505},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6589236855506897},{"id":"https://openalex.org/keywords/random-subspace-method","display_name":"Random subspace method","score":0.5475578904151917},{"id":"https://openalex.org/keywords/sort","display_name":"sort","score":0.5452138185501099},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.5251405239105225},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5137637853622437},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.43132030963897705},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35976824164390564},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3222609758377075},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.1358073651790619}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8173235654830933},{"id":"https://openalex.org/C146599234","wikidata":"https://www.wikidata.org/wiki/Q511093","display_name":"Centroid","level":2,"score":0.7761956453323364},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.7480195760726929},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7355015873908997},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6881314516067505},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6589236855506897},{"id":"https://openalex.org/C106135958","wikidata":"https://www.wikidata.org/wiki/Q7291993","display_name":"Random subspace method","level":3,"score":0.5475578904151917},{"id":"https://openalex.org/C88548561","wikidata":"https://www.wikidata.org/wiki/Q347599","display_name":"sort","level":2,"score":0.5452138185501099},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.5251405239105225},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5137637853622437},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.43132030963897705},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35976824164390564},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3222609758377075},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.1358073651790619},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-540-73055-2_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-73055-2_21","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/1995","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/1995","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W32535764","https://openalex.org/W1526535373","https://openalex.org/W1564061042","https://openalex.org/W2001153699","https://openalex.org/W2120790731","https://openalex.org/W2124635854","https://openalex.org/W2130752522","https://openalex.org/W2153110463","https://openalex.org/W2161108669","https://openalex.org/W2164740556","https://openalex.org/W2185692093","https://openalex.org/W4245991697"],"related_works":["https://openalex.org/W2381926679","https://openalex.org/W2053269318","https://openalex.org/W2364370872","https://openalex.org/W2007009951","https://openalex.org/W2097963413","https://openalex.org/W2082644203","https://openalex.org/W3165040664","https://openalex.org/W2350539780","https://openalex.org/W103069296","https://openalex.org/W2589213840"],"abstract_inverted_index":null,"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
