{"id":"https://openalex.org/W1507281959","doi":"https://doi.org/10.1007/978-3-540-77226-2_68","title":"Stop Wasting Time: On Predicting the Success or Failure of Learning for Industrial Applications","display_name":"Stop Wasting Time: On Predicting the Success or Failure of Learning for Industrial Applications","publication_year":2007,"publication_date":"2007-12-06","ids":{"openalex":"https://openalex.org/W1507281959","doi":"https://doi.org/10.1007/978-3-540-77226-2_68","mag":"1507281959"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-77226-2_68","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-77226-2_68","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://eprints.uwe.ac.uk/11107/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017566347","display_name":"James E. Smith","orcid":"https://orcid.org/0000-0001-7908-1859"},"institutions":[{"id":"https://openalex.org/I178535277","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34","country_code":"GB","type":"education","lineage":["https://openalex.org/I178535277"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"J. E. Smith","raw_affiliation_strings":["School of Computer Science University of the West of England, Bristol, BS161QY, UK","School of Computer Science, University of the West of England, Bristol, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science University of the West of England, Bristol, BS161QY, UK","institution_ids":["https://openalex.org/I178535277"]},{"raw_affiliation_string":"School of Computer Science, University of the West of England, Bristol, UK","institution_ids":["https://openalex.org/I178535277"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042181468","display_name":"Muhammad Atif Tahir","orcid":"https://orcid.org/0000-0003-1366-8408"},"institutions":[{"id":"https://openalex.org/I178535277","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34","country_code":"GB","type":"education","lineage":["https://openalex.org/I178535277"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"M. A. Tahir","raw_affiliation_strings":["School of Computer Science University of the West of England, Bristol, BS161QY, UK","School of Computer Science, University of the West of England, Bristol, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science University of the West of England, Bristol, BS161QY, UK","institution_ids":["https://openalex.org/I178535277"]},{"raw_affiliation_string":"School of Computer Science, University of the West of England, Bristol, UK","institution_ids":["https://openalex.org/I178535277"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I178535277"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.4451,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.55187482,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"673","last_page":"683"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9980999827384949,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9980999827384949,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9965999722480774,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9943000078201294,"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/process","display_name":"Process (computing)","score":0.6449705362319946},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6340447068214417},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.6147023439407349},{"id":"https://openalex.org/keywords/investment","display_name":"Investment (military)","score":0.5229122042655945},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4734083116054535},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3241468071937561},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3220185935497284},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24344143271446228},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.13152164220809937},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.07067251205444336}],"concepts":[{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6449705362319946},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6340447068214417},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.6147023439407349},{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.5229122042655945},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4734083116054535},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3241468071937561},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3220185935497284},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24344143271446228},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.13152164220809937},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.07067251205444336},{"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-540-77226-2_68","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-77226-2_68","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:eprints.uwe.ac.uk:11107","is_oa":true,"landing_page_url":"http://eprints.uwe.ac.uk/11107/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401464","display_name":"UWE Research Repository (UWE Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I178535277","host_organization_name":"University of the West of England","host_organization_lineage":["https://openalex.org/I178535277"],"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":"Conference or Workshop Item"}],"best_oa_location":{"id":"pmh:oai:eprints.uwe.ac.uk:11107","is_oa":true,"landing_page_url":"http://eprints.uwe.ac.uk/11107/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401464","display_name":"UWE Research Repository (UWE Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I178535277","host_organization_name":"University of the West of England","host_organization_lineage":["https://openalex.org/I178535277"],"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":"Conference or Workshop Item"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4099999964237213,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W83593200","https://openalex.org/W1500698297","https://openalex.org/W1512098439","https://openalex.org/W1516193414","https://openalex.org/W1521062204","https://openalex.org/W1539561541","https://openalex.org/W1569199447","https://openalex.org/W1570448133","https://openalex.org/W1583837637","https://openalex.org/W1604938182","https://openalex.org/W1608401492","https://openalex.org/W1630964756","https://openalex.org/W1840338487","https://openalex.org/W1967030981","https://openalex.org/W1993091561","https://openalex.org/W2076118331","https://openalex.org/W2108949035","https://openalex.org/W2112076978","https://openalex.org/W2122111042","https://openalex.org/W2125055259","https://openalex.org/W2132549764","https://openalex.org/W2138745909","https://openalex.org/W2799061466","https://openalex.org/W2911964244","https://openalex.org/W2912934387","https://openalex.org/W2966207845","https://openalex.org/W4230946174"],"related_works":["https://openalex.org/W3214346900","https://openalex.org/W4281699453","https://openalex.org/W2356099978","https://openalex.org/W2365011578","https://openalex.org/W2381327610","https://openalex.org/W1607697957","https://openalex.org/W2389722219","https://openalex.org/W2388465389","https://openalex.org/W4286716842","https://openalex.org/W2371281775"],"abstract_inverted_index":null,"counts_by_year":[{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}