{"id":"https://openalex.org/W2610879212","doi":"https://doi.org/10.1145/3056662.3056716","title":"Classifying breast cancer by using decision tree algorithms","display_name":"Classifying breast cancer by using decision tree algorithms","publication_year":2017,"publication_date":"2017-02-26","ids":{"openalex":"https://openalex.org/W2610879212","doi":"https://doi.org/10.1145/3056662.3056716","mag":"2610879212"},"language":"en","primary_location":{"id":"doi:10.1145/3056662.3056716","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3056662.3056716","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Software and Computer Applications","raw_type":"proceedings-article"},"type":"article","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/A5011034917","display_name":"Nusaibah Kh. Al-Salihy","orcid":null},"institutions":[{"id":"https://openalex.org/I55931168","display_name":"Cukurova University","ror":"https://ror.org/05wxkj555","country_code":"TR","type":"education","lineage":["https://openalex.org/I55931168"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Nusaibah Kh. Al-Salihy","raw_affiliation_strings":["Cukurova University, Adana, TURKEY"],"affiliations":[{"raw_affiliation_string":"Cukurova University, Adana, TURKEY","institution_ids":["https://openalex.org/I55931168"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017700024","display_name":"Turgay \u0130brik\u00e7\u0456","orcid":"https://orcid.org/0000-0003-1321-2523"},"institutions":[{"id":"https://openalex.org/I55931168","display_name":"Cukurova University","ror":"https://ror.org/05wxkj555","country_code":"TR","type":"education","lineage":["https://openalex.org/I55931168"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Turgay Ibrikci","raw_affiliation_strings":["Cukurova University, Adana, TURKEY"],"affiliations":[{"raw_affiliation_string":"Cukurova University, Adana, TURKEY","institution_ids":["https://openalex.org/I55931168"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5011034917"],"corresponding_institution_ids":["https://openalex.org/I55931168"],"apc_list":null,"apc_paid":null,"fwci":3.2096,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.92046784,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"144","last_page":"148"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9858999848365784,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.958299994468689,"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/c4.5-algorithm","display_name":"C4.5 algorithm","score":0.8190633058547974},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.7939038276672363},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7329574823379517},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.6404547095298767},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6232870817184448},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5796688199043274},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.5550150871276855},{"id":"https://openalex.org/keywords/id3-algorithm","display_name":"ID3 algorithm","score":0.540935218334198},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.507206916809082},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.49724534153938293},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4835531413555145},{"id":"https://openalex.org/keywords/incremental-decision-tree","display_name":"Incremental decision tree","score":0.47902220487594604},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45695921778678894},{"id":"https://openalex.org/keywords/tree-traversal","display_name":"Tree traversal","score":0.41246429085731506},{"id":"https://openalex.org/keywords/decision-stump","display_name":"Decision stump","score":0.41099244356155396},{"id":"https://openalex.org/keywords/notice","display_name":"Notice","score":0.41099220514297485},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1898108422756195},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.13948172330856323},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.10220611095428467}],"concepts":[{"id":"https://openalex.org/C52003472","wikidata":"https://www.wikidata.org/wiki/Q1022655","display_name":"C4.5 algorithm","level":4,"score":0.8190633058547974},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.7939038276672363},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7329574823379517},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.6404547095298767},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6232870817184448},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5796688199043274},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.5550150871276855},{"id":"https://openalex.org/C183931066","wikidata":"https://www.wikidata.org/wiki/Q1653378","display_name":"ID3 algorithm","level":5,"score":0.540935218334198},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.507206916809082},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.49724534153938293},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4835531413555145},{"id":"https://openalex.org/C10229987","wikidata":"https://www.wikidata.org/wiki/Q17083028","display_name":"Incremental decision tree","level":4,"score":0.47902220487594604},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45695921778678894},{"id":"https://openalex.org/C140745168","wikidata":"https://www.wikidata.org/wiki/Q1210082","display_name":"Tree traversal","level":2,"score":0.41246429085731506},{"id":"https://openalex.org/C141291300","wikidata":"https://www.wikidata.org/wiki/Q5249244","display_name":"Decision stump","level":5,"score":0.41099244356155396},{"id":"https://openalex.org/C2779913896","wikidata":"https://www.wikidata.org/wiki/Q7063001","display_name":"Notice","level":2,"score":0.41099220514297485},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1898108422756195},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.13948172330856323},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.10220611095428467},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3056662.3056716","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3056662.3056716","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Software and Computer Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1503303035","https://openalex.org/W1557418592","https://openalex.org/W2067065959","https://openalex.org/W2072154218","https://openalex.org/W2132166479","https://openalex.org/W2140190241","https://openalex.org/W2140695747","https://openalex.org/W2149706766","https://openalex.org/W2522079959","https://openalex.org/W2558099125","https://openalex.org/W2911964244","https://openalex.org/W2912391306","https://openalex.org/W3022098046","https://openalex.org/W4236137412","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3130568217","https://openalex.org/W1648970942","https://openalex.org/W2545418239","https://openalex.org/W2134772268","https://openalex.org/W3003508951","https://openalex.org/W4387869645","https://openalex.org/W2391596998","https://openalex.org/W1129665612","https://openalex.org/W2143508752","https://openalex.org/W97367898"],"abstract_inverted_index":{"Nowadays,":[0],"datasets":[1],"are":[2,123,129],"growing":[3],"daily":[4],"to":[5,30,125,188],"obtain":[6],"knowledge":[7],"from":[8,16],"big":[9],"dataset.":[10],"Extraction":[11],"operation":[12],"of":[13,26,47,85,149,170,211,237,257],"useful":[14],"information":[15],"the":[17,27,32,48,61,74,192,195,220,255],"dataset":[18,113,214],"is":[19,24,45,64,163,254],"called":[20],"data":[21],"mining":[22],"that":[23,89,162],"one":[25,46],"major":[28],"techniques":[29],"get":[31],"diagnostic":[33],"results":[34,201],"especially":[35],"in":[36,67,73,78],"medical":[37,213],"care":[38],"fields":[39],"as":[40],"breast":[41,111,228],"cancer.":[42],"Breast":[43],"cancer":[44,112],"widespread":[49],"cancers":[50],"among":[51,194],"women":[52],"if":[53],"matched":[54],"with":[55,178,185,230],"all":[56,59,79],"other":[57],"tumors":[58],"over":[60],"world.":[62],"Classification":[63],"widely":[65],"used":[66],"most":[68],"important":[69],"and":[70,97,100,109,142,181,190,234],"necessary":[71],"tasks":[72],"real":[75],"life":[76],"applications":[77],"fields.":[80],"This":[81,105],"technique":[82],"has":[83],"ability":[84],"detecting":[86],"very":[87],"similarities/differences":[88],"a":[90,168,208,212],"human":[91],"analyst":[92],"may":[93],"be":[94],"not":[95,218],"notice":[96],"therefore":[98],"create":[99],"introduction":[101],"more":[102],"accurate/useful":[103],"categories.":[104],"study":[106],"presents":[107],"comparison":[108],"analyses":[110],"by":[114,154,203],"using":[115],"classification":[116,196,225],"decision":[117,151,223,249],"tree":[118,121,152,224],"algorithms.":[119,173,199],"Decision":[120,138,140],"algorithms":[122,127,153],"applied":[124],"these":[126,150],"which":[128,166,205,216],"J48,":[130],"Function":[131],"Tree,":[132,135,139],"Random":[133],"Forest":[134],"AD":[136],"Alternating":[137],"stump":[141,250],"Best":[143],"First.":[144],"A":[145],"computationally":[146],"efficient":[147],"classifies":[148],"employing":[155],"Waikato":[156],"Environment":[157],"for":[158,248],"Knowledge":[159],"Analysis":[160],"(WEKA)":[161],"development":[164],"program":[165],"includes":[167],"set":[169],"machine":[171],"learning":[172],"These":[174,200],"masses":[175],"included":[176],"569":[177],"357":[179],"benign":[180],"212":[182],"malignant":[183],"cases":[184,240],"32":[186],"attributes":[187],"test":[189],"proof":[191],"differences":[193],"methods":[197],"or":[198],"found":[202],"manner":[204],"involves":[206],"reserving":[207],"particular":[209],"sample":[210],"on":[215],"do":[217],"train":[219],"model.":[221],"The":[222,242],"forms":[226],"forecast":[227],"tumor":[229],"lower":[231],"error":[232],"average":[233],"higher":[235],"precision":[236],"correctly":[238,245],"classified":[239,246],"97.7%.":[241],"predicted":[243],"accuracy":[244],"instances":[247],"algorithm":[251],"88.0%":[252],"model":[253],"lowest":[256],"all.":[258]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}