{"id":"https://openalex.org/W4213023287","doi":"https://doi.org/10.5772/217","title":"Machine Learning","display_name":"Machine Learning","publication_year":2010,"publication_date":"2010-02-01","ids":{"openalex":"https://openalex.org/W4213023287","doi":"https://doi.org/10.5772/217"},"language":"en","primary_location":{"id":"doi:10.5772/217","doi":"https://doi.org/10.5772/217","is_oa":false,"landing_page_url":"https://doi.org/10.5772/217","pdf_url":null,"source":{"id":"https://openalex.org/S4306463447","display_name":"InTech eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"edited-book"},"volume":null,"type":"book","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://directory.doabooks.org/handle/20.500.12854/64818","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040683569","display_name":"Yagang Zhang","orcid":"https://orcid.org/0000-0002-8398-3027","observed_orcids":["https://orcid.org/0000-0002-8398-3027"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yagang Zhang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5040683569"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9136,"has_fulltext":false,"cited_by_count":66,"citation_normalized_percentile":{"value":0.812,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.6244999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.6244999766349792,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.10050000250339508,"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"}},{"id":"https://openalex.org/T13904","display_name":"Artificial Intelligence Applications","score":0.08070000261068344,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.8600000143051147},{"id":"https://openalex.org/keywords/self-organizing-maps","display_name":"self-organizing maps","score":0.949999988079071},{"id":"https://openalex.org/keywords/clustering","display_name":"clustering","score":0.9950000047683716},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9980000257492065},{"id":"https://openalex.org/keywords/nonlinear-control","display_name":"nonlinear control","score":0.9900000095367432},{"id":"https://openalex.org/keywords/fuzzy-systems","display_name":"fuzzy systems","score":1.0},{"id":"https://openalex.org/keywords/expert-systems","display_name":"expert systems","score":1.0},{"id":"https://openalex.org/keywords/flight-delay-prediction","display_name":"flight delay prediction","score":0.8960000276565552},{"id":"https://openalex.org/keywords/network-intrusion-detection","display_name":"network intrusion detection","score":0.9950000047683716},{"id":"https://openalex.org/keywords/ship-design","display_name":"ship design","score":0.9769999980926514},{"id":"https://openalex.org/keywords/thinking-machines","display_name":"thinking machines","score":0.671999990940094}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7477690577507019},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6065309643745422},{"id":"https://openalex.org/C115286129","wikidata":"https://www.wikidata.org/wiki/Q123637","display_name":"Cybernetics","level":2,"score":0.5744961500167847},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5600538849830627},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46478816866874695},{"id":"https://openalex.org/C50292564","wikidata":"https://www.wikidata.org/wiki/Q2462783","display_name":"Computational learning theory","level":3,"score":0.4156220555305481},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.37341004610061646}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5772/217","doi":"https://doi.org/10.5772/217","is_oa":false,"landing_page_url":"https://doi.org/10.5772/217","pdf_url":null,"source":{"id":"https://openalex.org/S4306463447","display_name":"InTech eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"edited-book"},{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-036025682","doi":null,"is_oa":true,"landing_page_url":"https://directory.doabooks.org/handle/20.500.12854/64818","pdf_url":null,"source":null,"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-036025682","doi":null,"is_oa":true,"landing_page_url":"https://directory.doabooks.org/handle/20.500.12854/64818","pdf_url":null,"source":null,"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2506443482","https://openalex.org/W2473394283","https://openalex.org/W4402679278","https://openalex.org/W4322737520","https://openalex.org/W4403685458","https://openalex.org/W2429437861","https://openalex.org/W2397800115","https://openalex.org/W2776904200","https://openalex.org/W4200502246","https://openalex.org/W2751318774"],"abstract_inverted_index":{"Machine":[0,54],"learning":[1,39,107,137],"techniques":[2],"have":[3],"the":[4,8,32,44,63,84,100,102],"potential":[5],"of":[6,10,21,35,77,90,99,105,134,158],"alleviating":[7],"complexity":[9,86],"knowledge":[11,36],"acquisition.":[12],"This":[13],"book":[14,155,176],"presents":[15],"today\u2019s":[16],"state":[17],"and":[18,40,57,80,87,110,125,150,163,182,196,199,206],"development":[19,81],"tendencies":[20],"machine":[22,38,66,94,106,136,173],"learning.":[23,67,174],"It":[24],"is":[25,47,177],"a":[26,74,201],"multi-author":[27],"book.":[28],"Taking":[29],"into":[30,49],"account":[31],"large":[33],"amount":[34],"about":[37],"practice":[41],"presented":[42],"in":[43,93,96,185],"book,":[45,101],"it":[46],"divided":[48],"three":[50],"major":[51],"parts:":[52],"Introduction,":[53],"Learning":[55],"Theory":[56],"Applications.":[58],"Part":[59,97,129],"I":[60],"focuses":[61],"on":[62],"introduction":[64],"to":[65,72,148,160,171],"The":[68,154,175],"author":[69],"also":[70],"attempts":[71],"promote":[73],"new":[75],"design":[76,147],"thinking":[78],"machines":[79],"philosophy.":[82],"Considering":[83],"growing":[85],"serious":[88],"difficulties":[89],"information":[91],"processing":[92],"learning,":[95],"II":[98],"theoretical":[103],"foundations":[104],"are":[108],"considered,":[109],"they":[111],"mainly":[112],"include":[113],"self-organizing":[114],"maps":[115],"(SOMs),":[116],"clustering,":[117],"artificial":[118],"neural":[119],"networks,":[120],"nonlinear":[121],"control,":[122],"fuzzy":[123],"system":[124,127,192],"knowledge-based":[126],"(KBS).":[128],"III":[130],"contains":[131],"selected":[132],"applications":[133],"various":[135],"approaches,":[138],"from":[139],"flight":[140],"delays,":[141],"network":[142],"intrusion,":[143],"immune":[144],"system,":[145],"ship":[146],"CT":[149],"RNA":[151],"target":[152],"prediction.":[153],"will":[156],"be":[157],"interest":[159],"industrial":[161],"engineers":[162],"scientists":[164],"as":[165,167,188,200],"well":[166],"academics":[168],"who":[169],"wish":[170],"pursue":[172],"intended":[178],"for":[179,203],"both":[180],"graduate":[181],"postgraduate":[183],"students":[184],"fields":[186],"such":[187],"computer":[189],"science,":[190],"cybernetics,":[191],"sciences,":[193,198],"engineering,":[194],"statistics,":[195],"social":[197],"reference":[202],"software":[204],"professionals":[205],"practitioners.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2022-02-24T00:00:00"}
