{"id":"https://openalex.org/W4410825482","doi":"https://doi.org/10.1145/3716554.3716588","title":"A Novel Algorithm for Predicting Human Behaviors through a Holistic Model Pose Analysis","display_name":"A Novel Algorithm for Predicting Human Behaviors through a Holistic Model Pose Analysis","publication_year":2024,"publication_date":"2024-12-13","ids":{"openalex":"https://openalex.org/W4410825482","doi":"https://doi.org/10.1145/3716554.3716588"},"language":"en","primary_location":{"id":"doi:10.1145/3716554.3716588","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3716554.3716588","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3716554.3716588","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th Pan-Hellenic Conference on Progress in Computing and Informatics","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3716554.3716588","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043282183","display_name":"Ioannis Galanakis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210094138","display_name":"University of West Attica","ror":"https://ror.org/00r2r5k05","country_code":"GR","type":"education","lineage":["https://openalex.org/I4210094138"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Ioannis Galanakis","raw_affiliation_strings":["University of West Attica, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"University of West Attica, Athens, Greece","institution_ids":["https://openalex.org/I4210094138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081787499","display_name":"Nikitas \u039d. Karanikolas","orcid":"https://orcid.org/0000-0003-1777-892X"},"institutions":[{"id":"https://openalex.org/I4210094138","display_name":"University of West Attica","ror":"https://ror.org/00r2r5k05","country_code":"GR","type":"education","lineage":["https://openalex.org/I4210094138"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikitas Karanikolas","raw_affiliation_strings":["University of West Attica, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"University of West Attica, Athens, Greece","institution_ids":["https://openalex.org/I4210094138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062640206","display_name":"Athanasios Voulodimos","orcid":"https://orcid.org/0000-0002-0632-9769"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Athanasios Voulodimos","raw_affiliation_strings":["National Technical University of Athens, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010226743","display_name":"Ioannis Voyiatzis","orcid":"https://orcid.org/0000-0002-3173-8054"},"institutions":[{"id":"https://openalex.org/I4210094138","display_name":"University of West Attica","ror":"https://ror.org/00r2r5k05","country_code":"GR","type":"education","lineage":["https://openalex.org/I4210094138"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Voyatzis","raw_affiliation_strings":["University of West Attica, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"University of West Attica, Athens, Greece","institution_ids":["https://openalex.org/I4210094138"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5043282183"],"corresponding_institution_ids":["https://openalex.org/I4210094138"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29969666,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"223","last_page":"230"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9987999796867371,"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":0.9987999796867371,"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":0.998199999332428,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9948999881744385,"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":0.6576213240623474},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4902034401893616}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6576213240623474},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4902034401893616}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3716554.3716588","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3716554.3716588","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3716554.3716588","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th Pan-Hellenic Conference on Progress in Computing and Informatics","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3716554.3716588","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3716554.3716588","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3716554.3716588","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th Pan-Hellenic Conference on Progress in Computing and Informatics","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","score":0.4699999988079071,"display_name":"Gender equality"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410825482.pdf","grobid_xml":"https://content.openalex.org/works/W4410825482.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W2098291217","https://openalex.org/W2784244499","https://openalex.org/W2792747672","https://openalex.org/W2927589841","https://openalex.org/W2936532886","https://openalex.org/W2941510063","https://openalex.org/W2962711434","https://openalex.org/W2969399668","https://openalex.org/W3002756189","https://openalex.org/W3006581336","https://openalex.org/W3037753553","https://openalex.org/W3044178239","https://openalex.org/W3045471054","https://openalex.org/W3094330271","https://openalex.org/W3101855769","https://openalex.org/W3105685068","https://openalex.org/W3108579079","https://openalex.org/W3157095620","https://openalex.org/W3170181770","https://openalex.org/W3193511132","https://openalex.org/W3209004384","https://openalex.org/W4205253927","https://openalex.org/W4206407517","https://openalex.org/W4211014958","https://openalex.org/W4242035284","https://openalex.org/W4285428279","https://openalex.org/W4285818271","https://openalex.org/W4290715204","https://openalex.org/W4297095248","https://openalex.org/W4308614931","https://openalex.org/W4309127006","https://openalex.org/W4312799843","https://openalex.org/W4321373310","https://openalex.org/W4327808538","https://openalex.org/W4362496603","https://openalex.org/W4362499160","https://openalex.org/W4362500576","https://openalex.org/W4362500752","https://openalex.org/W4364302311","https://openalex.org/W4404135810","https://openalex.org/W6759854114","https://openalex.org/W6785496044","https://openalex.org/W6806375055"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"This":[0,25,110],"research":[1,111],"introduces":[2,112],"a":[3,42,53,66,86,92],"machine-learning":[4],"human":[5,14,120],"body":[6],"classification":[7,63],"model":[8,73,128],"for":[9,79,115],"detecting":[10,116],"defensive":[11,37,117],"and":[12,33,36,48,56,59,69,77,90,118],"aggressive":[13,35,119],"stances":[15],"in":[16,130],"real":[17],"time":[18],"using":[19],"the":[20,49,123],"Media":[21],"Pipe":[22],"holistic":[23],"model.":[24],"method":[26],"extracts":[27],"relevant":[28],"landmarks":[29,47],"from":[30],"video":[31],"streams":[32],"detects":[34],"poses.":[38],"The":[39,71,81],"process":[40],"involves":[41],"handcrafted":[43],"dataset":[44],"that":[45],"captures":[46],"corresponding":[50],"coordinates":[51],"into":[52],".csv":[54],"file":[55],"then":[57,75],"trains":[58],"evaluates":[60],"four":[61],"different":[62],"models":[64],"performing":[65],"test-train":[67],"split":[68],"cross-validation.":[70],"best-performing":[72],"is":[74],"selected":[76],"used":[78],"testing.":[80],"methodology":[82],"was":[83],"replicated":[84],"on":[85,91],"Raspberry":[87],"Pi":[88],"4":[89],"Desktop":[93],"computer,":[94],"with":[95],"results":[96],"indicating":[97],"computational":[98],"efficiency":[99],"across":[100],"both":[101],"platforms,":[102],"highlighting":[103],"its":[104],"adaptability":[105],"to":[106],"low-computational":[107],"power":[108],"environments.":[109],"an":[113],"algorithm":[114],"behaviors,":[121],"pinpointing":[122],"importance":[124],"of":[125],"multi-modal":[126],"gesture":[127],"application":[129],"real-world":[131],"scenarios.":[132]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}