{"id":"https://openalex.org/W4390482023","doi":"https://doi.org/10.1109/ssci52147.2023.10371944","title":"Enhancing Conducting Gesture Analysis: Integrating Laban Movement Analysis with Tree Ensembles and Neural Networks","display_name":"Enhancing Conducting Gesture Analysis: Integrating Laban Movement Analysis with Tree Ensembles and Neural Networks","publication_year":2023,"publication_date":"2023-12-05","ids":{"openalex":"https://openalex.org/W4390482023","doi":"https://doi.org/10.1109/ssci52147.2023.10371944"},"language":"en","primary_location":{"id":"doi:10.1109/ssci52147.2023.10371944","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ssci52147.2023.10371944","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Symposium Series on Computational Intelligence (SSCI)","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/A5103355328","display_name":"Sean Pierce","orcid":null},"institutions":[{"id":"https://openalex.org/I24370400","display_name":"Trinity Western University","ror":"https://ror.org/01j2kd606","country_code":"CA","type":"education","lineage":["https://openalex.org/I24370400"]},{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Sean Pierce","raw_affiliation_strings":["Trinity Western University,Applied Research Lab,Langley,British Columbia,Canada","Applied Research Lab, Trinity Western University, Langley, British Columbia, Canada"],"affiliations":[{"raw_affiliation_string":"Trinity Western University,Applied Research Lab,Langley,British Columbia,Canada","institution_ids":["https://openalex.org/I24370400","https://openalex.org/I125749732"]},{"raw_affiliation_string":"Applied Research Lab, Trinity Western University, Langley, British Columbia, Canada","institution_ids":["https://openalex.org/I24370400","https://openalex.org/I125749732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049705327","display_name":"Herbert H. Tsang","orcid":"https://orcid.org/0000-0001-8928-7375"},"institutions":[{"id":"https://openalex.org/I24370400","display_name":"Trinity Western University","ror":"https://ror.org/01j2kd606","country_code":"CA","type":"education","lineage":["https://openalex.org/I24370400"]},{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Herbert H. Tsang","raw_affiliation_strings":["Trinity Western University,Applied Research Lab,Langley,British Columbia,Canada","Applied Research Lab, Trinity Western University, Langley, British Columbia, Canada"],"affiliations":[{"raw_affiliation_string":"Trinity Western University,Applied Research Lab,Langley,British Columbia,Canada","institution_ids":["https://openalex.org/I24370400","https://openalex.org/I125749732"]},{"raw_affiliation_string":"Applied Research Lab, Trinity Western University, Langley, British Columbia, Canada","institution_ids":["https://openalex.org/I24370400","https://openalex.org/I125749732"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103355328"],"corresponding_institution_ids":["https://openalex.org/I125749732","https://openalex.org/I24370400"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17990137,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"421","last_page":"426"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11431","display_name":"Action Observation and Synchronization","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.9098825454711914},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.727318286895752},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.6779314279556274},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6588596105575562},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5693756937980652},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5654374361038208},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5476793050765991},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.5065232515335083},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5010583400726318},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.41095250844955444},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.4101772904396057},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3714442849159241},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.05932953953742981}],"concepts":[{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.9098825454711914},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.727318286895752},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.6779314279556274},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6588596105575562},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5693756937980652},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5654374361038208},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5476793050765991},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.5065232515335083},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5010583400726318},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.41095250844955444},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.4101772904396057},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3714442849159241},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.05932953953742981},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssci52147.2023.10371944","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ssci52147.2023.10371944","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320313012","display_name":"Trinity Western University","ror":"https://ror.org/01j2kd606"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2035676409","https://openalex.org/W2150757437","https://openalex.org/W2295598076","https://openalex.org/W2482102801","https://openalex.org/W3041751009","https://openalex.org/W3082349500","https://openalex.org/W3091100426","https://openalex.org/W3120939426","https://openalex.org/W3121021746","https://openalex.org/W3197709903","https://openalex.org/W4283722463","https://openalex.org/W4293101309"],"related_works":["https://openalex.org/W2357124094","https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W2010878661","https://openalex.org/W3147379364","https://openalex.org/W2026258298","https://openalex.org/W3204639664","https://openalex.org/W2970836791","https://openalex.org/W2805039731","https://openalex.org/W2989699735"],"abstract_inverted_index":{"Our":[0],"research":[1],"focuses":[2],"on":[3,40],"integrating":[4],"Laban":[5],"Movement":[6],"Analysis":[7],"(LMA)":[8],"with":[9,43],"neural":[10,53],"network":[11,54],"technologies":[12],"for":[13,64],"analyzing":[14],"conducting":[15,37,41,74],"gestures.":[16,75],"While":[17],"promising,":[18],"this":[19],"approach":[20,55],"faces":[21],"challenges":[22],"in":[23,56,73],"realtime":[24,71],"speed":[25],"and":[26,60],"adaptability.":[27],"To":[28],"over-come":[29],"these":[30],"limitations,":[31],"we":[32],"propose":[33],"using":[34],"tree":[35],"ensembles,":[36],"LMA":[38],"classification":[39],"gestures":[42],"time-invariant":[44],"transforms.":[45],"This":[46],"study":[47],"aims":[48],"to":[49,69],"outperform":[50],"the":[51],"previous":[52],"terms":[57],"of":[58],"time":[59],"set":[61],"a":[62],"benchmark":[63],"comparison,":[65],"contributing":[66],"valuable":[67],"insights":[68],"enhance":[70],"applications":[72]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}