{"id":"https://openalex.org/W2178683985","doi":"https://doi.org/10.1007/s11063-015-9472-z","title":"A Resource Aware MapReduce Based Parallel SVM for Large Scale Image Classifications","display_name":"A Resource Aware MapReduce Based Parallel SVM for Large Scale Image Classifications","publication_year":2015,"publication_date":"2015-09-18","ids":{"openalex":"https://openalex.org/W2178683985","doi":"https://doi.org/10.1007/s11063-015-9472-z","mag":"2178683985"},"language":"en","primary_location":{"id":"doi:10.1007/s11063-015-9472-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11063-015-9472-z","pdf_url":null,"source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"Neural Processing Letters","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/A5101130385","display_name":"Wenming Guo","orcid":"https://orcid.org/0000-0003-4167-4557"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenming Guo","raw_affiliation_strings":["School of Software Engineering, Beijing University of Post and Telecommunication, Beijing, 100876, China"],"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Beijing University of Post and Telecommunication, Beijing, 100876, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056257417","display_name":"Nasullah Khalid Alham","orcid":"https://orcid.org/0000-0003-1479-3251"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nasullah Khalid Alham","raw_affiliation_strings":["Nuffield Department of Clinical Laboratory Sciences, University of Oxford, Oxford, OX3 9DU, UK"],"affiliations":[{"raw_affiliation_string":"Nuffield Department of Clinical Laboratory Sciences, University of Oxford, Oxford, OX3 9DU, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100355984","display_name":"Yang Liu","orcid":"https://orcid.org/0000-0002-7935-7146"},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]},{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":["School of Electrical Engineering and Information, Sichuan University, Chengdu, 610065, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Information, Sichuan University, Chengdu, 610065, China","institution_ids":["https://openalex.org/I24201400","https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026237130","display_name":"Maozhen Li","orcid":"https://orcid.org/0000-0002-0820-5487"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]},{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN","GB"],"is_corresponding":true,"raw_author_name":"Maozhen Li","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Brunel University London, Uxbridge, UB8 3PH, UK","The Key Laboratory of Embedded Systems and Service Computing, Tongji University, Shanghai, 200092, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Brunel University London, Uxbridge, UB8 3PH, UK","institution_ids":["https://openalex.org/I59433898"]},{"raw_affiliation_string":"The Key Laboratory of Embedded Systems and Service Computing, Tongji University, Shanghai, 200092, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053029381","display_name":"Man Qi","orcid":"https://orcid.org/0000-0002-6058-8294"},"institutions":[{"id":"https://openalex.org/I119474363","display_name":"Canterbury Christ Church University","ror":"https://ror.org/0489ggv38","country_code":"GB","type":"education","lineage":["https://openalex.org/I119474363"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Man Qi","raw_affiliation_strings":["Department of Computing, Canterbury Christ Church University, Canterbury, Kent, CT1 1QU, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Canterbury Christ Church University, Canterbury, Kent, CT1 1QU, UK","institution_ids":["https://openalex.org/I119474363"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5026237130"],"corresponding_institution_ids":["https://openalex.org/I116953780","https://openalex.org/I59433898"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.1872,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.59127128,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"44","issue":"1","first_page":"161","last_page":"184"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10057","display_name":"Face and Expression Recognition","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.8522975444793701},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7797925472259521},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5845977663993835},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5324192047119141},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.5275366306304932},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4991922378540039},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4941313564777374},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4738509953022003},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4676271080970764},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46406325697898865},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.45689910650253296},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4252779483795166},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4231644570827484},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.41000884771347046}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8522975444793701},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7797925472259521},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5845977663993835},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5324192047119141},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.5275366306304932},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4991922378540039},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4941313564777374},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4738509953022003},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4676271080970764},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46406325697898865},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.45689910650253296},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4252779483795166},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4231644570827484},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.41000884771347046},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11063-015-9472-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11063-015-9472-z","pdf_url":null,"source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"Neural Processing Letters","raw_type":"journal-article"},{"id":"pmh:oai:bura.brunel.ac.uk:2438/11722","is_oa":false,"landing_page_url":"http://bura.brunel.ac.uk/handle/2438/11722","pdf_url":null,"source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W11319819","https://openalex.org/W19158736","https://openalex.org/W34176136","https://openalex.org/W1551824952","https://openalex.org/W1563088657","https://openalex.org/W1572522693","https://openalex.org/W1583061999","https://openalex.org/W1596717185","https://openalex.org/W1639032689","https://openalex.org/W1872430906","https://openalex.org/W1985615393","https://openalex.org/W1999902215","https://openalex.org/W2014898396","https://openalex.org/W2028768288","https://openalex.org/W2029109699","https://openalex.org/W2030059621","https://openalex.org/W2032408510","https://openalex.org/W2035381421","https://openalex.org/W2037407504","https://openalex.org/W2039735230","https://openalex.org/W2097394871","https://openalex.org/W2105608756","https://openalex.org/W2105847589","https://openalex.org/W2108593662","https://openalex.org/W2109722477","https://openalex.org/W2113291512","https://openalex.org/W2116173306","https://openalex.org/W2119565742","https://openalex.org/W2124351082","https://openalex.org/W2125126592","https://openalex.org/W2130660124","https://openalex.org/W2136030026","https://openalex.org/W2136595724","https://openalex.org/W2137044408","https://openalex.org/W2138374532","https://openalex.org/W2138790433","https://openalex.org/W2143205179","https://openalex.org/W2144655069","https://openalex.org/W2149509651","https://openalex.org/W2150773524","https://openalex.org/W2151040995","https://openalex.org/W2156935079","https://openalex.org/W2158348507","https://openalex.org/W2159350554","https://openalex.org/W2161713006","https://openalex.org/W2164641162","https://openalex.org/W2172292314","https://openalex.org/W2173213060","https://openalex.org/W2495082469","https://openalex.org/W3023540311","https://openalex.org/W4238584892"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W1630076647","https://openalex.org/W2371138613","https://openalex.org/W2080152487","https://openalex.org/W2048963458","https://openalex.org/W2030078074","https://openalex.org/W2113981829","https://openalex.org/W2112959154","https://openalex.org/W1969404656","https://openalex.org/W2119367522"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
