{"id":"https://openalex.org/W2735164937","doi":"https://doi.org/10.1504/ijdmb.2017.10006248","title":"A novel feature selection based on apriori property and correlation analysis for protein sequence classification using MapReduce","display_name":"A novel feature selection based on apriori property and correlation analysis for protein sequence classification using MapReduce","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2735164937","doi":"https://doi.org/10.1504/ijdmb.2017.10006248","mag":"2735164937"},"language":"en","primary_location":{"id":"doi:10.1504/ijdmb.2017.10006248","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijdmb.2017.10006248","pdf_url":null,"source":{"id":"https://openalex.org/S35771696","display_name":"International Journal of Data Mining and Bioinformatics","issn_l":"1748-5673","issn":["1748-5673","1748-5681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Mining and Bioinformatics","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/A5016317053","display_name":"G. Sudha Sadasivam","orcid":"https://orcid.org/0000-0001-6845-1869"},"institutions":[{"id":"https://openalex.org/I4210109528","display_name":"PSG INSTITUTE OF TECHNOLOGY AND APPLIED RESEARCH","ror":"https://ror.org/01sa9ng67","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210109528"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"G. Sudha Sadasivam","raw_affiliation_strings":["Department of Computer Science and Engineering, PSG College of Technology, Coimbatore, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, PSG College of Technology, Coimbatore, Tamil Nadu, India","institution_ids":["https://openalex.org/I4210109528"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102932298","display_name":"Rao R. Bhavani","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"R. Bhavani","raw_affiliation_strings":["Department of Computer Science and Engineering, Government College of Technology, Coimbatore, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Government College of Technology, Coimbatore, Tamil Nadu, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1093,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.49399173,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"17","issue":"3","first_page":"255","last_page":"255"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12946","display_name":"Fractal and DNA sequence analysis","score":0.9865999817848206,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7724027633666992},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6566404104232788},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6338151693344116},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.6155198812484741},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.6141788959503174},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5984627604484558},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.5372986197471619},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.5144341588020325},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5064865350723267},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49029162526130676},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.48557156324386597},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4760015904903412},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.42554253339767456},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2148268222808838},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10786035656929016}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7724027633666992},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6566404104232788},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6338151693344116},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.6155198812484741},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.6141788959503174},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5984627604484558},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.5372986197471619},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.5144341588020325},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5064865350723267},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49029162526130676},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.48557156324386597},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4760015904903412},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.42554253339767456},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2148268222808838},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10786035656929016},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijdmb.2017.10006248","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijdmb.2017.10006248","pdf_url":null,"source":{"id":"https://openalex.org/S35771696","display_name":"International Journal of Data Mining and Bioinformatics","issn_l":"1748-5673","issn":["1748-5673","1748-5681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Mining and Bioinformatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1480577415","https://openalex.org/W1573465223","https://openalex.org/W1849233805","https://openalex.org/W1976621816","https://openalex.org/W1976746521","https://openalex.org/W1991256448","https://openalex.org/W2004224774","https://openalex.org/W2020816856","https://openalex.org/W2049200092","https://openalex.org/W2054124141","https://openalex.org/W2059980912","https://openalex.org/W2067305692","https://openalex.org/W2070071798","https://openalex.org/W2110792853","https://openalex.org/W2129368756","https://openalex.org/W2140190241","https://openalex.org/W2152458080","https://openalex.org/W2170505850","https://openalex.org/W2170700642","https://openalex.org/W2173213060","https://openalex.org/W2320852822","https://openalex.org/W2885241647"],"related_works":["https://openalex.org/W4388311650","https://openalex.org/W1974056099","https://openalex.org/W4245343541","https://openalex.org/W2386077341","https://openalex.org/W563589758","https://openalex.org/W5922282","https://openalex.org/W2954004777","https://openalex.org/W2949638731","https://openalex.org/W2951102138","https://openalex.org/W4299447939"],"abstract_inverted_index":{"Feature":[0],"selection":[1,41,83],"is":[2,25],"a":[3,38],"crucial":[4],"step":[5],"in":[6,27],"classification":[7],"of":[8,33,56,81],"protein":[9,15,47],"sequences":[10,16,48],"into":[11,17,49],"existing":[12],"superfamilies.":[13],"Classifying":[14],"different":[18],"families":[19],"based":[20,60],"on":[21,61,71],"their":[22],"sequence":[23],"patterns":[24],"helpful":[26],"predicting":[28],"the":[29,46,54,57,62,78,85],"structure":[30],"and":[31,52,65,89],"function":[32],"protein.":[34],"This":[35],"paper":[36],"proposes":[37],"novel":[39],"feature":[40,50,58,82],"algorithm":[42],"which":[43],"first":[44],"transforms":[45],"vectors":[51],"reduces":[53,84],"size":[55],"vector":[59],"apriori":[63],"property":[64],"correlation":[66],"measure":[67],"using":[68],"MapReduce":[69],"programming":[70],"Hadoop":[72],"framework.":[73],"Experimental":[74],"results":[75],"show":[76],"that":[77],"proposed":[79],"method":[80],"features":[86],"by":[87,93],"99%":[88],"also":[90],"improves":[91],"accuracy":[92],"5%":[94],"to":[95],"6%.":[96]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
