{"id":"https://openalex.org/W2737442637","doi":"https://doi.org/10.1007/978-3-319-63312-1_10","title":"A Performance Evaluation of Systematic Analysis for Combining Multi-class Models for Sickle Cell Disorder Data Sets","display_name":"A Performance Evaluation of Systematic Analysis for Combining Multi-class Models for Sickle Cell Disorder Data Sets","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2737442637","doi":"https://doi.org/10.1007/978-3-319-63312-1_10","mag":"2737442637"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-63312-1_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-63312-1_10","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":"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/A5001007405","display_name":"Mohammed Khalaf","orcid":"https://orcid.org/0000-0002-3805-5627"},"institutions":[{"id":"https://openalex.org/I63098007","display_name":"Liverpool John Moores University","ror":"https://ror.org/04zfme737","country_code":"GB","type":"education","lineage":["https://openalex.org/I63098007"]},{"id":"https://openalex.org/I4210128557","display_name":"Ministry of Higher Education and Scientific Research","ror":"https://ror.org/03m5ehy13","country_code":"IQ","type":"government","lineage":["https://openalex.org/I4210128557"]}],"countries":["GB","IQ"],"is_corresponding":true,"raw_author_name":"Mohammed Khalaf","raw_affiliation_strings":["Faculty of Engineering and Technology, Liverpool John Moores University, Byrom Street, Liverpool, L3 3AF, UK","Ministery of Higher Education and Scientific Research, Bagdad, Al-Rusafa Region, Iraq"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Technology, Liverpool John Moores University, Byrom Street, Liverpool, L3 3AF, UK","institution_ids":["https://openalex.org/I63098007"]},{"raw_affiliation_string":"Ministery of Higher Education and Scientific Research, Bagdad, Al-Rusafa Region, Iraq","institution_ids":["https://openalex.org/I4210128557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025789067","display_name":"Abir Hussain","orcid":"https://orcid.org/0000-0001-8413-0045"},"institutions":[{"id":"https://openalex.org/I63098007","display_name":"Liverpool John Moores University","ror":"https://ror.org/04zfme737","country_code":"GB","type":"education","lineage":["https://openalex.org/I63098007"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Abir Jaafar Hussain","raw_affiliation_strings":["Faculty of Engineering and Technology, Liverpool John Moores University, Byrom Street, Liverpool, L3 3AF, UK"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Technology, Liverpool John Moores University, Byrom Street, Liverpool, L3 3AF, UK","institution_ids":["https://openalex.org/I63098007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083103834","display_name":"Dhiya Al\u2010Jumeily","orcid":"https://orcid.org/0000-0002-9170-0568"},"institutions":[{"id":"https://openalex.org/I63098007","display_name":"Liverpool John Moores University","ror":"https://ror.org/04zfme737","country_code":"GB","type":"education","lineage":["https://openalex.org/I63098007"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dhiya Al-Jumeily","raw_affiliation_strings":["Faculty of Engineering and Technology, Liverpool John Moores University, Byrom Street, Liverpool, L3 3AF, UK"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Technology, Liverpool John Moores University, Byrom Street, Liverpool, L3 3AF, UK","institution_ids":["https://openalex.org/I63098007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078720792","display_name":"Robert Keight","orcid":null},"institutions":[{"id":"https://openalex.org/I63098007","display_name":"Liverpool John Moores University","ror":"https://ror.org/04zfme737","country_code":"GB","type":"education","lineage":["https://openalex.org/I63098007"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Robert Keight","raw_affiliation_strings":["Faculty of Engineering and Technology, Liverpool John Moores University, Byrom Street, Liverpool, L3 3AF, UK"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Technology, Liverpool John Moores University, Byrom Street, Liverpool, L3 3AF, UK","institution_ids":["https://openalex.org/I63098007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015488050","display_name":"Russell Keenan","orcid":"https://orcid.org/0000-0003-1893-1199"},"institutions":[{"id":"https://openalex.org/I4210157731","display_name":"Alder Hey Children's Hospital","ror":"https://ror.org/04z61sd03","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210094656","https://openalex.org/I4210157731"]},{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Russell Keenan","raw_affiliation_strings":["Liverpool Paediatric Haemophilia Centre, Haematology Treatment Centre, Alder Hey Children\u2019s Hospital, Eaton Road, West Derby, Liverpool, L12 2AP, UK","Liverpool Paediatric Haemophilia Centre, Haematology Treatment Centre, Alder Hey Children's Hospital, Eaton Road, West Derby, Liverpool, L12 2AP, UK"],"affiliations":[{"raw_affiliation_string":"Liverpool Paediatric Haemophilia Centre, Haematology Treatment Centre, Alder Hey Children\u2019s Hospital, Eaton Road, West Derby, Liverpool, L12 2AP, UK","institution_ids":["https://openalex.org/I4210157731","https://openalex.org/I146655781"]},{"raw_affiliation_string":"Liverpool Paediatric Haemophilia Centre, Haematology Treatment Centre, Alder Hey Children's Hospital, Eaton Road, West Derby, Liverpool, L12 2AP, UK","institution_ids":["https://openalex.org/I4210157731","https://openalex.org/I146655781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053709763","display_name":"Ala S. Al Kafri","orcid":"https://orcid.org/0000-0002-6825-9110"},"institutions":[{"id":"https://openalex.org/I63098007","display_name":"Liverpool John Moores University","ror":"https://ror.org/04zfme737","country_code":"GB","type":"education","lineage":["https://openalex.org/I63098007"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ala S. Al Kafri","raw_affiliation_strings":["Faculty of Engineering and Technology, Liverpool John Moores University, Byrom Street, Liverpool, L3 3AF, UK"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Technology, Liverpool John Moores University, Byrom Street, Liverpool, L3 3AF, UK","institution_ids":["https://openalex.org/I63098007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019193550","display_name":"Carl Chalmers","orcid":"https://orcid.org/0000-0003-0822-1150"},"institutions":[{"id":"https://openalex.org/I63098007","display_name":"Liverpool John Moores University","ror":"https://ror.org/04zfme737","country_code":"GB","type":"education","lineage":["https://openalex.org/I63098007"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Carl Chalmers","raw_affiliation_strings":["Faculty of Engineering and Technology, Liverpool John Moores University, Byrom Street, Liverpool, L3 3AF, UK"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Technology, Liverpool John Moores University, Byrom Street, Liverpool, L3 3AF, UK","institution_ids":["https://openalex.org/I63098007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015808667","display_name":"Paul Fergus","orcid":"https://orcid.org/0000-0002-7070-4447"},"institutions":[{"id":"https://openalex.org/I63098007","display_name":"Liverpool John Moores University","ror":"https://ror.org/04zfme737","country_code":"GB","type":"education","lineage":["https://openalex.org/I63098007"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Paul Fergus","raw_affiliation_strings":["Faculty of Engineering and Technology, Liverpool John Moores University, Byrom Street, Liverpool, L3 3AF, UK"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Technology, Liverpool John Moores University, Byrom Street, Liverpool, L3 3AF, UK","institution_ids":["https://openalex.org/I63098007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058529910","display_name":"Ibrahim Olatunji Idowu","orcid":"https://orcid.org/0000-0003-4006-5450"},"institutions":[{"id":"https://openalex.org/I63098007","display_name":"Liverpool John Moores University","ror":"https://ror.org/04zfme737","country_code":"GB","type":"education","lineage":["https://openalex.org/I63098007"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ibrahim Olatunji Idowu","raw_affiliation_strings":["Faculty of Engineering and Technology, Liverpool John Moores University, Byrom Street, Liverpool, L3 3AF, UK"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Technology, Liverpool John Moores University, Byrom Street, Liverpool, L3 3AF, UK","institution_ids":["https://openalex.org/I63098007"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5001007405"],"corresponding_institution_ids":["https://openalex.org/I4210128557","https://openalex.org/I63098007"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.8477,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.76081212,"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":"115","last_page":"121"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.995199978351593,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.995199978351593,"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":0.9790999889373779,"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":0.961899995803833,"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/machine-learning","display_name":"Machine learning","score":0.8146369457244873},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8064379692077637},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7437186241149902},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5615593194961548},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5337406396865845},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4648750126361847},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.43303295969963074},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3681250214576721}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.8146369457244873},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8064379692077637},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7437186241149902},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5615593194961548},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5337406396865845},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4648750126361847},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.43303295969963074},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3681250214576721}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-319-63312-1_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-63312-1_10","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:https://research.tees.ac.uk/ws/oai:openaire_cris_publications/9f7040d9-c76f-45c5-9b75-5c6d2a105c1e","is_oa":false,"landing_page_url":"https://research.tees.ac.uk/en/publications/9f7040d9-c76f-45c5-9b75-5c6d2a105c1e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401198","display_name":"TeesRep (Teesside University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I874055015","host_organization_name":"Teesside University","host_organization_lineage":["https://openalex.org/I874055015"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Khalaf, M, Hussain, A J, Al-Jumeily, D, Keight, R, Keenan, R, Al Kafri, A S, Chalmers, C, Fergus, P & Idowu, I O 2017, A performance evaluation of systematic analysis for combining multi-class models for sickle cell disorder data sets. in D-S Huang, K-H Jo & J C Figueroa-Garc\u00eda (eds), Intelligent Computing Theories and Application. vol. 10362, Lecture Notes in Computer Science, pp. 115-121, 13th International Conference Intelligent Computing Theories and Application, Liverpool, United Kingdom, 7/08/17. https://doi.org/10.1007/978-3-319-63312-1_10","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:https://research.tees.ac.uk/ws/oai:publications/9f7040d9-c76f-45c5-9b75-5c6d2a105c1e","is_oa":false,"landing_page_url":"https://www.mendeley.com/catalogue/30aba745-9556-3ebf-b350-ad3af0c5f305/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401198","display_name":"TeesRep (Teesside University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I874055015","host_organization_name":"Teesside University","host_organization_lineage":["https://openalex.org/I874055015"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Khalaf, M, Hussain, A J, Al-Jumeily, D, Keight, R, Keenan, R, Al Kafri, A S, Chalmers, C, Fergus, P & Idowu, I O 2017, A performance evaluation of systematic analysis for combining multi-class models for sickle cell disorder data sets. in D-S Huang, K-H Jo & J C Figueroa-Garc\u00eda (eds), Intelligent Computing Theories and Application. vol. 10362, Lecture Notes in Computer Science, pp. 115-121, 13th International Conference Intelligent Computing Theories and Application, Liverpool, United Kingdom, 7/08/17. https://doi.org/10.1007/978-3-319-63312-1_10","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.49000000953674316,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1492199796","https://openalex.org/W1923008564","https://openalex.org/W1968285919","https://openalex.org/W2022261179","https://openalex.org/W2087070363","https://openalex.org/W2119821739","https://openalex.org/W2155482699","https://openalex.org/W2156909104","https://openalex.org/W2484913078","https://openalex.org/W2494653232","https://openalex.org/W2501622818","https://openalex.org/W2521410972","https://openalex.org/W2548144048","https://openalex.org/W4230674625"],"related_works":["https://openalex.org/W2357114597","https://openalex.org/W2115416187","https://openalex.org/W2981877337","https://openalex.org/W3203938600","https://openalex.org/W2169074127","https://openalex.org/W4286910063","https://openalex.org/W83146503","https://openalex.org/W2163707935","https://openalex.org/W202723009","https://openalex.org/W2145955964"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}