{"id":"https://openalex.org/W4385399082","doi":"https://doi.org/10.1007/978-3-031-39059-3_5","title":"A Machine Learning Framework for\u00a0Shuttlecock Tracking and\u00a0Player Service Fault Detection","display_name":"A Machine Learning Framework for\u00a0Shuttlecock Tracking and\u00a0Player Service Fault Detection","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385399082","doi":"https://doi.org/10.1007/978-3-031-39059-3_5"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-39059-3_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-39059-3_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://norma.ncirl.ie/6618/1/akshaymenon.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071379018","display_name":"Akshay Menon","orcid":"https://orcid.org/0009-0003-4428-9440"},"institutions":[{"id":"https://openalex.org/I104546213","display_name":"National College of Ireland","ror":"https://ror.org/02qzs9336","country_code":"IE","type":"education","lineage":["https://openalex.org/I104546213"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Akshay Menon","raw_affiliation_strings":["National College of Ireland, Mayor Street Lower, IFSC, Dublin 1, Ireland"],"raw_orcid":"https://orcid.org/0009-0003-4428-9440","affiliations":[{"raw_affiliation_string":"National College of Ireland, Mayor Street Lower, IFSC, Dublin 1, Ireland","institution_ids":["https://openalex.org/I104546213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032870615","display_name":"Abubakr Siddig","orcid":"https://orcid.org/0000-0002-4464-6538"},"institutions":[{"id":"https://openalex.org/I2800578320","display_name":"Griffith College Cork","ror":"https://ror.org/032nfpx77","country_code":"IE","type":"education","lineage":["https://openalex.org/I2800578320","https://openalex.org/I4405252811"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Abubakr Siddig","raw_affiliation_strings":["Griffith College, South Circular Road, Dublin 8, Ireland"],"raw_orcid":"https://orcid.org/0000-0002-4464-6538","affiliations":[{"raw_affiliation_string":"Griffith College, South Circular Road, Dublin 8, Ireland","institution_ids":["https://openalex.org/I2800578320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076763328","display_name":"Cristina Hava Muntean","orcid":"https://orcid.org/0000-0001-5082-9253"},"institutions":[{"id":"https://openalex.org/I104546213","display_name":"National College of Ireland","ror":"https://ror.org/02qzs9336","country_code":"IE","type":"education","lineage":["https://openalex.org/I104546213"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Cristina Hava Muntean","raw_affiliation_strings":["National College of Ireland, Mayor Street Lower, IFSC, Dublin 1, Ireland"],"raw_orcid":"https://orcid.org/0000-0001-5082-9253","affiliations":[{"raw_affiliation_string":"National College of Ireland, Mayor Street Lower, IFSC, Dublin 1, Ireland","institution_ids":["https://openalex.org/I104546213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037446814","display_name":"Pramod Pathak","orcid":"https://orcid.org/0000-0001-5631-2298"},"institutions":[{"id":"https://openalex.org/I4210144925","display_name":"Technological University Dublin","ror":"https://ror.org/04t0qbt32","country_code":"IE","type":"education","lineage":["https://openalex.org/I4210144925"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Pramod Pathak","raw_affiliation_strings":["Technological University Dublin, Grangegorman, Dublin, Ireland"],"raw_orcid":"https://orcid.org/0000-0001-5631-2298","affiliations":[{"raw_affiliation_string":"Technological University Dublin, Grangegorman, Dublin, Ireland","institution_ids":["https://openalex.org/I4210144925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056737804","display_name":"Musfira Jilani","orcid":"https://orcid.org/0000-0001-9632-957X"},"institutions":[{"id":"https://openalex.org/I104546213","display_name":"National College of Ireland","ror":"https://ror.org/02qzs9336","country_code":"IE","type":"education","lineage":["https://openalex.org/I104546213"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Musfira Jilani","raw_affiliation_strings":["National College of Ireland, Mayor Street Lower, IFSC, Dublin 1, Ireland"],"raw_orcid":"https://orcid.org/0000-0001-9632-957X","affiliations":[{"raw_affiliation_string":"National College of Ireland, Mayor Street Lower, IFSC, Dublin 1, Ireland","institution_ids":["https://openalex.org/I104546213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005294047","display_name":"Paul Stynes","orcid":"https://orcid.org/0000-0002-4725-5698"},"institutions":[{"id":"https://openalex.org/I104546213","display_name":"National College of Ireland","ror":"https://ror.org/02qzs9336","country_code":"IE","type":"education","lineage":["https://openalex.org/I104546213"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Paul Stynes","raw_affiliation_strings":["National College of Ireland, Mayor Street Lower, IFSC, Dublin 1, Ireland"],"raw_orcid":"https://orcid.org/0000-0002-4725-5698","affiliations":[{"raw_affiliation_string":"National College of Ireland, Mayor Street Lower, IFSC, Dublin 1, Ireland","institution_ids":["https://openalex.org/I104546213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5071379018"],"corresponding_institution_ids":["https://openalex.org/I104546213"],"apc_list":null,"apc_paid":null,"fwci":5.5187,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.97473642,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"71","last_page":"83"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9897000193595886,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9897000193595886,"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/T11674","display_name":"Sports Analytics and Performance","score":0.9836000204086304,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9811999797821045,"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":0.7406373023986816},{"id":"https://openalex.org/keywords/confusion-matrix","display_name":"Confusion matrix","score":0.6453002095222473},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6102566123008728},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5317621827125549},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5276381373405457},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5081775188446045},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.47246789932250977},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.4311034679412842},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4200897812843323},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.41949978470802307},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33005669713020325}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7406373023986816},{"id":"https://openalex.org/C138602881","wikidata":"https://www.wikidata.org/wiki/Q2709591","display_name":"Confusion matrix","level":2,"score":0.6453002095222473},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6102566123008728},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5317621827125549},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5276381373405457},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5081775188446045},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.47246789932250977},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.4311034679412842},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4200897812843323},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.41949978470802307},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33005669713020325},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-39059-3_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-39059-3_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:norma.ncirl.ie:6618","is_oa":true,"landing_page_url":null,"pdf_url":"https://norma.ncirl.ie/6618/1/akshaymenon.pdf","source":{"id":"https://openalex.org/S7407055118","display_name":"NORMA","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"NonPeerReviewed"},{"id":"pmh:oai:norma.ncirl.ie:6882","is_oa":false,"landing_page_url":"https://norma.ncirl.ie/6882/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400345","display_name":"TRAP@NCI (National College of Ireland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I104546213","host_organization_name":"National College of Ireland","host_organization_lineage":["https://openalex.org/I104546213"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Section"}],"best_oa_location":{"id":"pmh:oai:norma.ncirl.ie:6618","is_oa":true,"landing_page_url":null,"pdf_url":"https://norma.ncirl.ie/6618/1/akshaymenon.pdf","source":{"id":"https://openalex.org/S7407055118","display_name":"NORMA","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"NonPeerReviewed"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385399082.pdf","grobid_xml":"https://content.openalex.org/works/W4385399082.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1469507888","https://openalex.org/W2525170124","https://openalex.org/W2559085405","https://openalex.org/W2609286783","https://openalex.org/W2797196358","https://openalex.org/W2890957154","https://openalex.org/W2911056633","https://openalex.org/W2913377871","https://openalex.org/W2991404288","https://openalex.org/W3018726990","https://openalex.org/W3047375789","https://openalex.org/W3048201280","https://openalex.org/W3214140530","https://openalex.org/W4200405456","https://openalex.org/W4225266739","https://openalex.org/W4250468059","https://openalex.org/W4281750595","https://openalex.org/W4382053750"],"related_works":["https://openalex.org/W4372048956","https://openalex.org/W2889302474","https://openalex.org/W4206989953","https://openalex.org/W4283776244","https://openalex.org/W2899196211","https://openalex.org/W4205685985","https://openalex.org/W2144192793","https://openalex.org/W3128021027","https://openalex.org/W3160713586","https://openalex.org/W3201472348"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}