{"id":"https://openalex.org/W2403967455","doi":"https://doi.org/10.5220/0004763905200527","title":"Applying Machine Learning Techniques to Baseball Pitch Prediction","display_name":"Applying Machine Learning Techniques to Baseball Pitch Prediction","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2403967455","doi":"https://doi.org/10.5220/0004763905200527","mag":"2403967455"},"language":"en","primary_location":{"id":"doi:10.5220/0004763905200527","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0004763905200527","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0004763905200527","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055979470","display_name":"Michael Hamilton","orcid":"https://orcid.org/0000-0001-7060-8677"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Hamilton","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068755370","display_name":"Phuong Hoang","orcid":"https://orcid.org/0000-0003-2188-8021"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Phuong Hoang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050169416","display_name":"Lori Layne","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lori Layne","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008611669","display_name":"Joseph Murray","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Joseph Murray","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012165236","display_name":"David Padget","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David Padget","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051279881","display_name":"Corey Stafford","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Corey Stafford","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5064597793","display_name":"Hien Tran","orcid":"https://orcid.org/0000-0002-2348-746X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hien Tran","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.532,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.94706812,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"520","last_page":"527"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11674","display_name":"Sports Analytics and Performance","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11674","display_name":"Sports Analytics and Performance","score":0.9995999932289124,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9707000255584717,"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/T12677","display_name":"Sports Dynamics and Biomechanics","score":0.968999981880188,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6940052509307861},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5096161365509033},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4689231514930725}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6940052509307861},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5096161365509033},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4689231514930725}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0004763905200527","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0004763905200527","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0004763905200527","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0004763905200527","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4286629047","https://openalex.org/W3046775127","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4313488044","https://openalex.org/W3107602296","https://openalex.org/W3209574120","https://openalex.org/W4312192474"],"abstract_inverted_index":{"Major":[0],"League":[1],"Baseball,":[2],"a":[3,54,65,72,112,123],"professional":[4],"baseball":[5,36],"league":[6],"in":[7,20],"the":[8,15,21,29,39,58,68,78,101],"US":[9],"and":[10,28,44,121],"Canada,":[11],"is":[12,49,114,134],"one":[13],"of":[14,25,32,41],"most":[16],"popular":[17],"sports":[18],"leagues":[19],"world.":[22],"Partially":[23],"because":[24],"its":[26],"popularity":[27],"wide":[30],"availability":[31],"data":[33,92],"from":[34],"games,":[35],"has":[37],"become":[38],"subject":[40],"significant":[42,118],"statistical":[43],"mathematical":[45],"analysis.":[46],"Pitch":[47],"analysis":[48,120],"especially":[50],"useful":[51],"for":[52,126],"helping":[53],"team":[55,69],"better":[56],"understand":[57],"pitch":[59,80,113],"behavior":[60],"it":[61],"may":[62],"face":[63],"during":[64],"game,":[66],"allowing":[67],"to":[70,76,90,93,104],"develop":[71],"corresponding":[73],"batting":[74],"strategy":[75],"combat":[77],"predicted":[79],"behavior.":[81],"We":[82,98],"apply":[83],"several":[84],"common":[85],"machine":[86],"learning":[87],"classification":[88,102],"methods":[89],"PITCHf/x":[91],"classify":[94],"pitches":[95],"by":[96,106],"type.":[97],"then":[99],"extend":[100],"task":[103],"prediction":[105],"utilizing":[107],"features":[108],"only":[109],"known":[110],"before":[111],"thrown.":[115],"By":[116],"performing":[117],"feature":[119,127],"introducing":[122],"novel":[124],"approach":[125],"selection,":[128],"moderate":[129],"improvement":[130],"over":[131],"former":[132],"results":[133],"achieved.":[135]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2016-06-24T00:00:00"}
