{"id":"https://openalex.org/W2963029057","doi":"https://doi.org/10.4018/978-1-5225-9902-9.ch021","title":"Programming Language Support for Implementing Machine Learning Algorithms","display_name":"Programming Language Support for Implementing Machine Learning Algorithms","publication_year":2019,"publication_date":"2019-07-24","ids":{"openalex":"https://openalex.org/W2963029057","doi":"https://doi.org/10.4018/978-1-5225-9902-9.ch021","mag":"2963029057"},"language":"en","primary_location":{"id":"doi:10.4018/978-1-5225-9902-9.ch021","doi":"https://doi.org/10.4018/978-1-5225-9902-9.ch021","is_oa":false,"landing_page_url":"https://doi.org/10.4018/978-1-5225-9902-9.ch021","pdf_url":null,"source":{"id":"https://openalex.org/S4210180746","display_name":"Advances in computational intelligence and robotics book series","issn_l":"2327-042X","issn":["2327-042X","2327-0411"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Computational Intelligence and Robotics","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4212988944","display_name":"Handbook of Research on Applications and Implementations of Machine Learning Techniques"},"type":"book-chapter","is_traditional":true,"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/A5037358343","display_name":"S. Anitha Elavarasi","orcid":"https://orcid.org/0000-0003-4049-6162","observed_orcids":["https://orcid.org/0000-0003-4049-6162"]},"institutions":[{"id":"https://openalex.org/I4405257457","display_name":"Sona College of Technology","ror":"https://ror.org/059sbnj83","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405257457"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anitha Elavarasi S.","raw_affiliation_strings":["Sona College of Technology, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sona College of Technology, India","institution_ids":["https://openalex.org/I4405257457"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027735825","display_name":"J. Jayanthi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405257457","display_name":"Sona College of Technology","ror":"https://ror.org/059sbnj83","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405257457"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jayanthi J.","raw_affiliation_strings":["Sona College of Technology, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sona College of Technology, India","institution_ids":["https://openalex.org/I4405257457"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4405257457"],"apc_list":null,"apc_paid":null,"fwci":1.5175,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.78376777,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"402","last_page":"421"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.3662000000476837,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T13650","display_name":"Computational Physics and Python Applications","score":0.3662000000476837,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T13398","display_name":"Data Analysis with R","score":0.20399999618530273,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.08789999783039093,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/programming-languages","display_name":"programming languages","score":0.753000020980835},{"id":"https://openalex.org/keywords/machine-learning-implementation","display_name":"machine learning implementation","score":0.7940000295639038},{"id":"https://openalex.org/keywords/python","display_name":"Python","score":0.984000027179718},{"id":"https://openalex.org/keywords/r","display_name":"R","score":0.8899999856948853},{"id":"https://openalex.org/keywords/java","display_name":"Java","score":1.0},{"id":"https://openalex.org/keywords/data-scientists","display_name":"data scientists","score":0.8140000104904175},{"id":"https://openalex.org/keywords/language-choice","display_name":"language choice","score":0.734000027179718},{"id":"https://openalex.org/keywords/performance","display_name":"performance","score":0.48899999260902405},{"id":"https://openalex.org/keywords/concurrency","display_name":"concurrency","score":0.847000002861023},{"id":"https://openalex.org/keywords/learning-curve","display_name":"learning curve","score":0.9810000061988831}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7945926785469055},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7491008043289185},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.710526704788208},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.7034832239151001},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.6186811923980713},{"id":"https://openalex.org/C115903097","wikidata":"https://www.wikidata.org/wiki/Q7094097","display_name":"Online machine learning","level":3,"score":0.4868701994419098},{"id":"https://openalex.org/C32254414","wikidata":"https://www.wikidata.org/wiki/Q4724364","display_name":"Algorithmic learning theory","level":3,"score":0.4455752372741699},{"id":"https://openalex.org/C50292564","wikidata":"https://www.wikidata.org/wiki/Q2462783","display_name":"Computational learning theory","level":3,"score":0.43944427371025085},{"id":"https://openalex.org/C24138899","wikidata":"https://www.wikidata.org/wiki/Q17141258","display_name":"Instance-based learning","level":3,"score":0.43736135959625244},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4141901433467865},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.36202311515808105},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3553007245063782}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/978-1-5225-9902-9.ch021","doi":"https://doi.org/10.4018/978-1-5225-9902-9.ch021","is_oa":false,"landing_page_url":"https://doi.org/10.4018/978-1-5225-9902-9.ch021","pdf_url":null,"source":{"id":"https://openalex.org/S4210180746","display_name":"Advances in computational intelligence and robotics book series","issn_l":"2327-042X","issn":["2327-042X","2327-0411"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Computational Intelligence and Robotics","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1760882240","https://openalex.org/W2101234009","https://openalex.org/W2106662538","https://openalex.org/W2115252128","https://openalex.org/W2131850886","https://openalex.org/W2239420864","https://openalex.org/W2402144811"],"related_works":["https://openalex.org/W2283250755","https://openalex.org/W2781742535","https://openalex.org/W3025833400","https://openalex.org/W2481236656","https://openalex.org/W3082377344","https://openalex.org/W4254778495","https://openalex.org/W3035540255","https://openalex.org/W6893803384","https://openalex.org/W3088411295","https://openalex.org/W3046638550"],"abstract_inverted_index":{"Machine":[0],"learning":[1,30,42,82,97,104,120],"provides":[2],"the":[3,16,24,112,154],"system":[4],"to":[5,39,47,55],"automatically":[6],"learn":[7],"without":[8],"human":[9],"intervention":[10],"and":[11,26,72,126,147],"improve":[12],"their":[13],"performance":[14],"with":[15,109],"help":[17],"of":[18,51,63,111,153],"previous":[19],"experience.":[20],"It":[21],"can":[22],"access":[23],"data":[25,53,134,155],"use":[27],"it":[28,44],"for":[29,94,117],"by":[31,133,151],"itself.":[32],"Even":[33],"though":[34],"many":[35],"algorithms":[36],"are":[37,123,136],"developed":[38],"solve":[40],"machine":[41,81,96,119],"issues,":[43],"is":[45],"difficult":[46],"handle":[48],"all":[49],"kinds":[50],"inputs":[52],"in-order":[54],"arrive":[56],"at":[57],"accurate":[58],"decisions.":[59],"The":[60,85],"domain":[61],"knowledge":[62],"statistical":[64],"science,":[65],"probability,":[66],"logic,":[67],"mathematical":[68],"optimization,":[69],"reinforcement":[70],"learning,":[71],"control":[73],"theory":[74],"plays":[75],"a":[76,90],"major":[77],"role":[78],"in":[79,88],"developing":[80,118],"based":[83],"algorithms.":[84],"key":[86],"consideration":[87],"selecting":[89],"suitable":[91],"programming":[92,114,130],"language":[93],"implementing":[95],"algorithm":[98],"includes":[99],"performance,":[100],"concurrence,":[101],"application":[102],"development,":[103],"curve.":[105],"This":[106],"chapter":[107],"deals":[108],"few":[110],"top":[113],"languages":[115,131],"used":[116,150],"applications.":[121],"They":[122],"Python,":[124],"R,":[125],"Java.":[127],"Top":[128],"three":[129],"preferred":[132],"scientist":[135],"(1)":[137],"Python":[138],"more":[139,144],"than":[140,145],"57%,":[141],"(2)":[142],"R":[143],"31%,":[146],"(3)":[148],"Java":[149],"17%":[152],"scientists.":[156]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2019-07-30T00:00:00"}