{"id":"https://openalex.org/W2011823784","doi":"https://doi.org/10.1007/s10994-007-5020-z","title":"Classifying under computational resource constraints: anytime classification using probabilistic estimators","display_name":"Classifying under computational resource constraints: anytime classification using probabilistic estimators","publication_year":2007,"publication_date":"2007-09-18","ids":{"openalex":"https://openalex.org/W2011823784","doi":"https://doi.org/10.1007/s10994-007-5020-z","mag":"2011823784"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-007-5020-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-007-5020-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-007-5020-z.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10994-007-5020-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008550289","display_name":"Ying Yang","orcid":"https://orcid.org/0000-0002-1120-6085"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Ying Yang","raw_affiliation_strings":["Clayton School of Information Technology, Monash University, Wellington Road, Clayton, VIC, 3800, Australia","Clayton School of Information Technology, Monash University, Clayton, Australia 3800"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clayton School of Information Technology, Monash University, Wellington Road, Clayton, VIC, 3800, Australia","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"Clayton School of Information Technology, Monash University, Clayton, Australia 3800","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058054791","display_name":"Geoffrey I. Webb","orcid":"https://orcid.org/0000-0001-9963-5169"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Geoff Webb","raw_affiliation_strings":["Clayton School of Information Technology, Monash University, Wellington Road, Clayton, VIC, 3800, Australia","Clayton School of Information Technology, Monash University, Clayton, Australia 3800"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clayton School of Information Technology, Monash University, Wellington Road, Clayton, VIC, 3800, Australia","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"Clayton School of Information Technology, Monash University, Clayton, Australia 3800","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059657954","display_name":"Kevin B. Korb","orcid":null},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kevin Korb","raw_affiliation_strings":["Clayton School of Information Technology, Monash University, Wellington Road, Clayton, VIC, 3800, Australia","Clayton School of Information Technology, Monash University, Clayton, Australia 3800"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clayton School of Information Technology, Monash University, Wellington Road, Clayton, VIC, 3800, Australia","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"Clayton School of Information Technology, Monash University, Clayton, Australia 3800","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001601850","display_name":"Kai Ming Ting","orcid":"https://orcid.org/0000-0001-7892-6194"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kai Ming Ting","raw_affiliation_strings":["Clayton School of Information Technology, Monash University, Wellington Road, Clayton, VIC, 3800, Australia","Clayton School of Information Technology, Monash University, Clayton, Australia 3800"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clayton School of Information Technology, Monash University, Wellington Road, Clayton, VIC, 3800, Australia","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"Clayton School of Information Technology, Monash University, Clayton, Australia 3800","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5008550289"],"corresponding_institution_ids":["https://openalex.org/I56590836"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":10.1334,"has_fulltext":true,"cited_by_count":40,"citation_normalized_percentile":{"value":0.97799907,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"69","issue":"1","first_page":"35","last_page":"53"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9993000030517578,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9993000030517578,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9991000294685364,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9970999956130981,"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/probabilistic-logic","display_name":"Probabilistic logic","score":0.7860419750213623},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.7670173645019531},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7148457765579224},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5680620074272156},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5317230224609375},{"id":"https://openalex.org/keywords/probabilistic-classification","display_name":"Probabilistic classification","score":0.5008442401885986},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4992096424102783},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4771135151386261},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.47690701484680176},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3735086917877197},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.2833617329597473},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.17865467071533203},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16119831800460815},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09150809049606323}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7860419750213623},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.7670173645019531},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7148457765579224},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5680620074272156},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5317230224609375},{"id":"https://openalex.org/C189119545","wikidata":"https://www.wikidata.org/wiki/Q5128022","display_name":"Probabilistic classification","level":4,"score":0.5008442401885986},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4992096424102783},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4771135151386261},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.47690701484680176},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3735086917877197},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.2833617329597473},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.17865467071533203},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16119831800460815},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09150809049606323},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s10994-007-5020-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-007-5020-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-007-5020-z.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.146.4121","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.146.4121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.csse.monash.edu.au/~yyang/MLJ_aape.pdf","raw_type":"text"},{"id":"pmh:oai:figshare.com:article/20365491","is_oa":true,"landing_page_url":"https://figshare.com/articles/report/Classifying_under_Computational_Resource_Constraints_Anytime_Classification_Using_Probabilistic_Estimators/20365491","pdf_url":null,"source":{"id":"https://openalex.org/S4306402621","display_name":"INDIGO (University of Illinois at Chicago)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39422238","host_organization_name":"University of Illinois Chicago","host_organization_lineage":["https://openalex.org/I39422238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Report"},{"id":"doi:10.26180/20365491.v1","is_oa":true,"landing_page_url":"https://doi.org/10.26180/20365491.v1","pdf_url":null,"source":{"id":"https://openalex.org/S7407052105","display_name":"Monash University","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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Report"}],"best_oa_location":{"id":"doi:10.1007/s10994-007-5020-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-007-5020-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-007-5020-z.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2011823784.pdf","grobid_xml":"https://content.openalex.org/works/W2011823784.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W36924071","https://openalex.org/W104215361","https://openalex.org/W153375879","https://openalex.org/W168332103","https://openalex.org/W1484357764","https://openalex.org/W1500698297","https://openalex.org/W1516193414","https://openalex.org/W1519468553","https://openalex.org/W1565746575","https://openalex.org/W1570448133","https://openalex.org/W1625504505","https://openalex.org/W1660390307","https://openalex.org/W1819386543","https://openalex.org/W1840338487","https://openalex.org/W1849729440","https://openalex.org/W1878118044","https://openalex.org/W1906182963","https://openalex.org/W1924689489","https://openalex.org/W1986214908","https://openalex.org/W1989020770","https://openalex.org/W2011107254","https://openalex.org/W2017337590","https://openalex.org/W2027097582","https://openalex.org/W2084812512","https://openalex.org/W2084814109","https://openalex.org/W2104772254","https://openalex.org/W2108949035","https://openalex.org/W2111574971","https://openalex.org/W2123504579","https://openalex.org/W2124756613","https://openalex.org/W2135033089","https://openalex.org/W2138745909","https://openalex.org/W2142635246","https://openalex.org/W2160150610","https://openalex.org/W2168175751","https://openalex.org/W2341865734","https://openalex.org/W2466512847","https://openalex.org/W2966207845","https://openalex.org/W6636859864","https://openalex.org/W6637101025","https://openalex.org/W6638261285","https://openalex.org/W6638875480","https://openalex.org/W6647780975","https://openalex.org/W6654917571","https://openalex.org/W6671611538","https://openalex.org/W6738852829"],"related_works":["https://openalex.org/W4287880334","https://openalex.org/W4366700029","https://openalex.org/W4285230481","https://openalex.org/W2516761773","https://openalex.org/W2040801326","https://openalex.org/W2109313498","https://openalex.org/W2089923511","https://openalex.org/W2526168292","https://openalex.org/W1556281485","https://openalex.org/W2169073417"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":4}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}
