{"id":"https://openalex.org/W4407835981","doi":"https://doi.org/10.3233/978-1-60750-896-0-477","title":"Induction of Diagnostic Test Strategies with Multi-Level Information Measures","display_name":"Induction of Diagnostic Test Strategies with Multi-Level Information Measures","publication_year":1998,"publication_date":"1998-01-01","ids":{"openalex":"https://openalex.org/W4407835981","doi":"https://doi.org/10.3233/978-1-60750-896-0-477"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-60750-896-0-477","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-60750-896-0-477","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"book-chapter","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/A5103295802","display_name":"Cungen Cao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cao Cungen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116376189","display_name":"Leong Tze-Yun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Leong Tze-Yun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5116376190","display_name":"Leong Peng Kheong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Leong Peng Kheong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.69575856,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.8004999756813049,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.8004999756813049,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/test","display_name":"Test (biology)","score":0.6047816872596741},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5953561067581177},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07561314105987549}],"concepts":[{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.6047816872596741},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5953561067581177},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07561314105987549},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-60750-896-0-477","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-60750-896-0-477","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/99540","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-60750-896-0-477\"","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"Conference Paper"}],"best_oa_location":null,"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/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,20,84],"method":[4],"for":[5,46],"inducing":[6],"clinical":[7],"diagnostic":[8],"test":[9,47],"protocols":[10],"or":[11],"strategies":[12,18],"from":[13],"data.":[14],"We":[15,63],"represent":[16],"testing":[17],"as":[19],"strategy":[21,27,50,81],"tree.":[22],"To":[23],"support":[24],"induction":[25],"of":[26],"tree,":[28],"we":[29],"define":[30],"three":[31],"information":[32,37,56],"measures:":[33],"K-level":[34,36,39,43,73],"information,":[35],"gain,":[38],"gain":[40],"ratio,":[41],"and":[42,66],"cost":[44,74],"index,":[45],"selection":[48],"during":[49],"building.":[51],"These":[52],"measures":[53,57],"generalize":[54],"Quinlan&amp;apos;s":[55],"used":[58,78],"in":[59,83],"decision":[60],"tree":[61],"induction.":[62],"present":[64],"theoretical":[65],"experimental":[67],"results":[68],"to":[69,79],"show":[70],"that":[71],"the":[72],"index":[75],"can":[76],"be":[77],"induce":[80],"trees":[82],"practical":[85],"domain.":[86]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
