{"id":"https://openalex.org/W4404939729","doi":"https://doi.org/10.1007/978-3-031-78354-8_3","title":"Representation Biases in Time-Series Human Activity Recognition with Small Sample Sizes","display_name":"Representation Biases in Time-Series Human Activity Recognition with Small Sample Sizes","publication_year":2024,"publication_date":"2024-12-03","ids":{"openalex":"https://openalex.org/W4404939729","doi":"https://doi.org/10.1007/978-3-031-78354-8_3"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-78354-8_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-78354-8_3","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":"conference-paper","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/A5077762931","display_name":"Nilah Ravi Nair","orcid":"https://orcid.org/0000-0001-9576-0296"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Nilah Ravi Nair","raw_affiliation_strings":["Chair of Material Handling and Warehousing, TU Dortmund University, Dortmund, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9576-0296","affiliations":[{"raw_affiliation_string":"Chair of Material Handling and Warehousing, TU Dortmund University, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102926625","display_name":"Lena Schmid","orcid":"https://orcid.org/0000-0002-6535-776X"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lena Schmid","raw_affiliation_strings":["Department of Statistics, TU Dortmund University, Dortmund, Germany"],"raw_orcid":"https://orcid.org/0000-0002-6535-776X","affiliations":[{"raw_affiliation_string":"Department of Statistics, TU Dortmund University, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079280711","display_name":"Christopher Reining","orcid":"https://orcid.org/0000-0003-4915-4070"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christopher Reining","raw_affiliation_strings":["Chair of Material Handling and Warehousing, TU Dortmund University, Dortmund, Germany"],"raw_orcid":"https://orcid.org/0000-0003-4915-4070","affiliations":[{"raw_affiliation_string":"Chair of Material Handling and Warehousing, TU Dortmund University, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068918618","display_name":"Fernando Moya Rueda","orcid":"https://orcid.org/0000-0001-8115-5968"},"institutions":[{"id":"https://openalex.org/I4210133016","display_name":"Motion Control (United States)","ror":"https://ror.org/03yjg6e54","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133016"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fernando Moya Rueda","raw_affiliation_strings":["MotionMiners GmbH, Dortmund, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8115-5968","affiliations":[{"raw_affiliation_string":"MotionMiners GmbH, Dortmund, Germany","institution_ids":["https://openalex.org/I4210133016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005375865","display_name":"Markus Pauly","orcid":"https://orcid.org/0000-0002-0976-7190"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Markus Pauly","raw_affiliation_strings":["Department of Statistics, TU Dortmund University, Dortmund, Germany","Research Center Trustworthy Data Science and Security, UA Ruhr, Dortmund, Germany"],"raw_orcid":"https://orcid.org/0000-0002-0976-7190","affiliations":[{"raw_affiliation_string":"Department of Statistics, TU Dortmund University, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]},{"raw_affiliation_string":"Research Center Trustworthy Data Science and Security, UA Ruhr, Dortmund, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048407937","display_name":"Gernot A. Fink","orcid":"https://orcid.org/0000-0002-7446-7813"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gernot A. Fink","raw_affiliation_strings":["Department of Computer Science, TU Dortmund University, Dortmund, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7446-7813","affiliations":[{"raw_affiliation_string":"Department of Computer Science, TU Dortmund University, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5077762931"],"corresponding_institution_ids":["https://openalex.org/I200332995"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.5259,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.71743706,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"33","last_page":"48"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9984999895095825,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9962999820709229,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9958000183105469,"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":0.8006681203842163},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.698464035987854},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6664512157440186},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5164802074432373},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.4924977719783783},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49048754572868347},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44798001646995544},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2806808650493622}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8006681203842163},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.698464035987854},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6664512157440186},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5164802074432373},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4924977719783783},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49048754572868347},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44798001646995544},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2806808650493622},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-78354-8_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-78354-8_3","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2121232806","https://openalex.org/W2218097338","https://openalex.org/W2387306914","https://openalex.org/W2543632018","https://openalex.org/W2803675191","https://openalex.org/W2888680699","https://openalex.org/W2898186212","https://openalex.org/W3011074022","https://openalex.org/W3044644239","https://openalex.org/W3047375249","https://openalex.org/W3080748802","https://openalex.org/W3103272945","https://openalex.org/W3120485916","https://openalex.org/W3156725333","https://openalex.org/W3158735461","https://openalex.org/W3171818822","https://openalex.org/W3177807594","https://openalex.org/W3211238343","https://openalex.org/W4210818739","https://openalex.org/W4220769291","https://openalex.org/W4280509105","https://openalex.org/W4281291869","https://openalex.org/W4288058270","https://openalex.org/W4293092627","https://openalex.org/W4327743697","https://openalex.org/W4381746749","https://openalex.org/W4385384824","https://openalex.org/W4387911371","https://openalex.org/W4391582461","https://openalex.org/W6678806270"],"related_works":["https://openalex.org/W1919101720","https://openalex.org/W2062195135","https://openalex.org/W4390822878","https://openalex.org/W96888382","https://openalex.org/W4386126592","https://openalex.org/W2041308758","https://openalex.org/W2119012848","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W1990205660"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}