{"id":"https://openalex.org/W7134185336","doi":"https://doi.org/10.1109/bigdata66926.2025.11400921","title":"A Machine Learning Framework for Automated Computational Ethology Using Markerless Pose Estimation","display_name":"A Machine Learning Framework for Automated Computational Ethology Using Markerless Pose Estimation","publication_year":2025,"publication_date":"2025-12-08","ids":{"openalex":"https://openalex.org/W7134185336","doi":"https://doi.org/10.1109/bigdata66926.2025.11400921"},"language":null,"primary_location":{"id":"doi:10.1109/bigdata66926.2025.11400921","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11400921","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","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/A5077257331","display_name":"Prateek Verma","orcid":"https://orcid.org/0000-0002-2208-6496"},"institutions":[{"id":"https://openalex.org/I78715868","display_name":"University of Arkansas at Fayetteville","ror":"https://ror.org/05jbt9m15","country_code":"US","type":"education","lineage":["https://openalex.org/I78715868"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Prateek Verma","raw_affiliation_strings":["University of Arkansas,Electrical Engineering & Computer Science,Fayetteville,Arkansas,USA"],"affiliations":[{"raw_affiliation_string":"University of Arkansas,Electrical Engineering & Computer Science,Fayetteville,Arkansas,USA","institution_ids":["https://openalex.org/I78715868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017117630","display_name":"Minh-Hao Van","orcid":"https://orcid.org/0000-0001-7342-6801"},"institutions":[{"id":"https://openalex.org/I78715868","display_name":"University of Arkansas at Fayetteville","ror":"https://ror.org/05jbt9m15","country_code":"US","type":"education","lineage":["https://openalex.org/I78715868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Minh-Hao Van","raw_affiliation_strings":["University of Arkansas,Electrical Engineering & Computer Science,Fayetteville,Arkansas,USA"],"affiliations":[{"raw_affiliation_string":"University of Arkansas,Electrical Engineering & Computer Science,Fayetteville,Arkansas,USA","institution_ids":["https://openalex.org/I78715868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128347305","display_name":"Christopher McEnaney","orcid":null},"institutions":[{"id":"https://openalex.org/I78715868","display_name":"University of Arkansas at Fayetteville","ror":"https://ror.org/05jbt9m15","country_code":"US","type":"education","lineage":["https://openalex.org/I78715868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher McEnaney","raw_affiliation_strings":["University of Arkansas,Biological Sciences,Fayetteville,Arkansas,USA"],"affiliations":[{"raw_affiliation_string":"University of Arkansas,Biological Sciences,Fayetteville,Arkansas,USA","institution_ids":["https://openalex.org/I78715868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128376912","display_name":"Ashtyn Le","orcid":null},"institutions":[{"id":"https://openalex.org/I4210107699","display_name":"Highlands Oncology Group","ror":"https://ror.org/01k1j7593","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210107699"]},{"id":"https://openalex.org/I4210143107","display_name":"Fayetteville Public Library","ror":"https://ror.org/047a39447","country_code":"US","type":"archive","lineage":["https://openalex.org/I4210143107"]},{"id":"https://openalex.org/I78715868","display_name":"University of Arkansas at Fayetteville","ror":"https://ror.org/05jbt9m15","country_code":"US","type":"education","lineage":["https://openalex.org/I78715868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashtyn Le","raw_affiliation_strings":["Fayetteville High School,Fayetteville,Arkansas,USA"],"affiliations":[{"raw_affiliation_string":"Fayetteville High School,Fayetteville,Arkansas,USA","institution_ids":["https://openalex.org/I4210143107","https://openalex.org/I78715868","https://openalex.org/I4210107699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128332214","display_name":"Amy R Poe","orcid":null},"institutions":[{"id":"https://openalex.org/I78715868","display_name":"University of Arkansas at Fayetteville","ror":"https://ror.org/05jbt9m15","country_code":"US","type":"education","lineage":["https://openalex.org/I78715868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amy R Poe","raw_affiliation_strings":["University of Arkansas,Biological Sciences,Fayetteville,Arkansas,USA"],"affiliations":[{"raw_affiliation_string":"University of Arkansas,Biological Sciences,Fayetteville,Arkansas,USA","institution_ids":["https://openalex.org/I78715868"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114626862","display_name":"Xintao Wu","orcid":"https://orcid.org/0000-0002-6847-5673"},"institutions":[{"id":"https://openalex.org/I78715868","display_name":"University of Arkansas at Fayetteville","ror":"https://ror.org/05jbt9m15","country_code":"US","type":"education","lineage":["https://openalex.org/I78715868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xintao Wu","raw_affiliation_strings":["University of Arkansas,Electrical Engineering & Computer Science,Fayetteville,Arkansas,USA"],"affiliations":[{"raw_affiliation_string":"University of Arkansas,Electrical Engineering & Computer Science,Fayetteville,Arkansas,USA","institution_ids":["https://openalex.org/I78715868"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5077257331"],"corresponding_institution_ids":["https://openalex.org/I78715868"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.73224932,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3295","last_page":"3304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.14090000092983246,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.14090000092983246,"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/T10653","display_name":"Robot Manipulation and Learning","score":0.133200004696846,"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/T12290","display_name":"Human Motion and Animation","score":0.11659999936819077,"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/pose","display_name":"Pose","score":0.604200005531311},{"id":"https://openalex.org/keywords/robotics","display_name":"Robotics","score":0.35910001397132874},{"id":"https://openalex.org/keywords/articulated-body-pose-estimation","display_name":"Articulated body pose estimation","score":0.3443000018596649},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3425000011920929},{"id":"https://openalex.org/keywords/ethology","display_name":"Ethology","score":0.31709998846054077},{"id":"https://openalex.org/keywords/machine-vision","display_name":"Machine vision","score":0.299699991941452}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7985000014305115},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6450999975204468},{"id":"https://openalex.org/C52102323","wikidata":"https://www.wikidata.org/wiki/Q1671968","display_name":"Pose","level":2,"score":0.604200005531311},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.527899980545044},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5076000094413757},{"id":"https://openalex.org/C34413123","wikidata":"https://www.wikidata.org/wiki/Q170978","display_name":"Robotics","level":3,"score":0.35910001397132874},{"id":"https://openalex.org/C22100474","wikidata":"https://www.wikidata.org/wiki/Q4800952","display_name":"Articulated body pose estimation","level":4,"score":0.3443000018596649},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3425000011920929},{"id":"https://openalex.org/C175909808","wikidata":"https://www.wikidata.org/wiki/Q7155","display_name":"Ethology","level":2,"score":0.31709998846054077},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.299699991941452},{"id":"https://openalex.org/C36613465","wikidata":"https://www.wikidata.org/wiki/Q4636322","display_name":"3D pose estimation","level":3,"score":0.29159998893737793},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.27219998836517334},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2678000032901764},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.25769999623298645},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.2549999952316284}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata66926.2025.11400921","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11400921","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4156043112","display_name":null,"funder_award_id":"1946391","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2035808397","https://openalex.org/W2091379168","https://openalex.org/W2194775991","https://openalex.org/W2529052661","https://openalex.org/W2786847267","https://openalex.org/W2887114371","https://openalex.org/W3207383188","https://openalex.org/W3210419626","https://openalex.org/W4200184290","https://openalex.org/W4220714136","https://openalex.org/W4223962547","https://openalex.org/W4362657947","https://openalex.org/W4366247952","https://openalex.org/W4386533778","https://openalex.org/W4400387203","https://openalex.org/W4408345728"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2026-03-09T00:00:00"}