{"id":"https://openalex.org/W4400839303","doi":"https://doi.org/10.1007/s10796-024-10517-7","title":"A Parsimonious Tree Augmented Naive Bayes Model for Exploring Colorectal Cancer Survival Factors and Their Conditional Interrelations","display_name":"A Parsimonious Tree Augmented Naive Bayes Model for Exploring Colorectal Cancer Survival Factors and Their Conditional Interrelations","publication_year":2024,"publication_date":"2024-07-18","ids":{"openalex":"https://openalex.org/W4400839303","doi":"https://doi.org/10.1007/s10796-024-10517-7"},"language":"en","primary_location":{"id":"doi:10.1007/s10796-024-10517-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10796-024-10517-7","pdf_url":null,"source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Frontiers","raw_type":"journal-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/A5070323900","display_name":"Ali Da\u011f","orcid":"https://orcid.org/0000-0001-7631-9577"},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ali Dag","raw_affiliation_strings":["Coles College of Business, Kennesaw State University, Kennesaw, GA, 30144, USA"],"affiliations":[{"raw_affiliation_string":"Coles College of Business, Kennesaw State University, Kennesaw, GA, 30144, USA","institution_ids":["https://openalex.org/I172980758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045814243","display_name":"Abdullah Asilkalkan","orcid":"https://orcid.org/0000-0003-3839-2073"},"institutions":[{"id":"https://openalex.org/I130785548","display_name":"Clark University","ror":"https://ror.org/04123ky43","country_code":"US","type":"education","lineage":["https://openalex.org/I130785548"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abdullah Asilkalkan","raw_affiliation_strings":["School of Business, Clark University, 950 Main St, Worcester, MA, 0161035487, USA"],"affiliations":[{"raw_affiliation_string":"School of Business, Clark University, 950 Main St, Worcester, MA, 0161035487, USA","institution_ids":["https://openalex.org/I130785548"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026315669","display_name":"Osman T. Aydas","orcid":"https://orcid.org/0000-0002-3353-8048"},"institutions":[{"id":"https://openalex.org/I177721651","display_name":"Oakland University","ror":"https://ror.org/01ythxj32","country_code":"US","type":"education","lineage":["https://openalex.org/I177721651"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Osman T. Aydas","raw_affiliation_strings":["Department of Decision & Information Sciences, Oakland University, Rochester, MI, 48309, USA"],"affiliations":[{"raw_affiliation_string":"Department of Decision & Information Sciences, Oakland University, Rochester, MI, 48309, USA","institution_ids":["https://openalex.org/I177721651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022774409","display_name":"Musa \u00c7a\u011flar","orcid":"https://orcid.org/0000-0001-8635-8799"},"institutions":[{"id":"https://openalex.org/I114832834","display_name":"Tulane University","ror":"https://ror.org/04vmvtb21","country_code":"US","type":"education","lineage":["https://openalex.org/I114832834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Musa Caglar","raw_affiliation_strings":["A. B. Freeman School of Business, Tulane University, New Orleans, LA, 70118, USA"],"affiliations":[{"raw_affiliation_string":"A. B. Freeman School of Business, Tulane University, New Orleans, LA, 70118, USA","institution_ids":["https://openalex.org/I114832834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029874201","display_name":"Serhat Simsek","orcid":null},"institutions":[{"id":"https://openalex.org/I166088655","display_name":"Montclair State University","ror":"https://ror.org/01nxc2t48","country_code":"US","type":"education","lineage":["https://openalex.org/I166088655"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Serhat Simsek","raw_affiliation_strings":["Feliciano School of Business, Montclair State University, Montclair, NJ, 07043, USA"],"affiliations":[{"raw_affiliation_string":"Feliciano School of Business, Montclair State University, Montclair, NJ, 07043, USA","institution_ids":["https://openalex.org/I166088655"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049563716","display_name":"Dursun Delen","orcid":"https://orcid.org/0000-0001-8857-5148"},"institutions":[{"id":"https://openalex.org/I74022624","display_name":"Oklahoma State University Center for Health Sciences","ror":"https://ror.org/02mfxdp77","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I74022624"]},{"id":"https://openalex.org/I4210121333","display_name":"Istinye University","ror":"https://ror.org/03081nz23","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210121333"]}],"countries":["TR","US"],"is_corresponding":false,"raw_author_name":"Dursun Delen","raw_affiliation_strings":["Center for Health Systems Innovation, Department of Management Science and Information Systems, Spears School of Business, Oklahoma State University, Tulsa, OK, 74106, USA","Faculty of Engineering and Natural Sciences, Department of Industrial Engineering, Istinye University, 34396, Sariyer, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Center for Health Systems Innovation, Department of Management Science and Information Systems, Spears School of Business, Oklahoma State University, Tulsa, OK, 74106, USA","institution_ids":["https://openalex.org/I74022624"]},{"raw_affiliation_string":"Faculty of Engineering and Natural Sciences, Department of Industrial Engineering, Istinye University, 34396, Sariyer, Istanbul, Turkey","institution_ids":["https://openalex.org/I4210121333"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5070323900"],"corresponding_institution_ids":["https://openalex.org/I172980758"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":0.8767,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.77433176,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"27","issue":"3","first_page":"1209","last_page":"1225"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9743000268936157,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9743000268936157,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9729999899864197,"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9453999996185303,"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/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5915379524230957},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5813696980476379},{"id":"https://openalex.org/keywords/colorectal-cancer","display_name":"Colorectal cancer","score":0.5692566633224487},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5478631258010864},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.5347586870193481},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.46024176478385925},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3994331955909729},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.36957859992980957},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3346962630748749},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29300251603126526},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.2637344002723694},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.22392284870147705},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20314282178878784},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17198681831359863},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.14406263828277588}],"concepts":[{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5915379524230957},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5813696980476379},{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.5692566633224487},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5478631258010864},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.5347586870193481},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.46024176478385925},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3994331955909729},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.36957859992980957},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3346962630748749},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29300251603126526},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.2637344002723694},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.22392284870147705},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20314282178878784},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17198681831359863},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.14406263828277588},{"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/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10796-024-10517-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10796-024-10517-7","pdf_url":null,"source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Frontiers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W429766147","https://openalex.org/W840793706","https://openalex.org/W1502891136","https://openalex.org/W1560375412","https://openalex.org/W1576332660","https://openalex.org/W1817561967","https://openalex.org/W1963631244","https://openalex.org/W1967637280","https://openalex.org/W1995249699","https://openalex.org/W1996742875","https://openalex.org/W2017773802","https://openalex.org/W2024060531","https://openalex.org/W2037134354","https://openalex.org/W2047529163","https://openalex.org/W2059511970","https://openalex.org/W2076983043","https://openalex.org/W2084548139","https://openalex.org/W2087240354","https://openalex.org/W2096637678","https://openalex.org/W2097460145","https://openalex.org/W2097603865","https://openalex.org/W2116981799","https://openalex.org/W2122825543","https://openalex.org/W2128718068","https://openalex.org/W2132442161","https://openalex.org/W2135046866","https://openalex.org/W2140218006","https://openalex.org/W2147297736","https://openalex.org/W2147595228","https://openalex.org/W2152293902","https://openalex.org/W2160715400","https://openalex.org/W2160733129","https://openalex.org/W2160759345","https://openalex.org/W2163166770","https://openalex.org/W2163719914","https://openalex.org/W2200899244","https://openalex.org/W2324136761","https://openalex.org/W2355311887","https://openalex.org/W2402665219","https://openalex.org/W2464171437","https://openalex.org/W2515359515","https://openalex.org/W2530755795","https://openalex.org/W2571589306","https://openalex.org/W2612454186","https://openalex.org/W2620258448","https://openalex.org/W2754532666","https://openalex.org/W2804156060","https://openalex.org/W2804799959","https://openalex.org/W2805893709","https://openalex.org/W2809915560","https://openalex.org/W2886365772","https://openalex.org/W2887525539","https://openalex.org/W2945526699","https://openalex.org/W2952774707","https://openalex.org/W3191596906","https://openalex.org/W4249852296","https://openalex.org/W4298304654","https://openalex.org/W6600787766","https://openalex.org/W6634917692","https://openalex.org/W7134267948"],"related_works":["https://openalex.org/W4389954502","https://openalex.org/W2771255398","https://openalex.org/W2930428186","https://openalex.org/W3200027047","https://openalex.org/W4385770464","https://openalex.org/W2537862391","https://openalex.org/W3125536479","https://openalex.org/W2417174640","https://openalex.org/W3120363735","https://openalex.org/W4214820172"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}