{"id":"https://openalex.org/W1660276591","doi":"https://doi.org/10.1109/icacci.2015.7275837","title":"A computational framework for Tamil document classification using Random Kitchen Sink","display_name":"A computational framework for Tamil document classification using Random Kitchen Sink","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W1660276591","doi":"https://doi.org/10.1109/icacci.2015.7275837","mag":"1660276591"},"language":"en","primary_location":{"id":"doi:10.1109/icacci.2015.7275837","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2015.7275837","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","raw_type":"proceedings-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/A5111477287","display_name":"Sanjanasri J. P","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sanjanasri J.P","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham, Networking Amrita School of Engineering","Center for Excellence in Computational Engineering and Networking, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham, Networking Amrita School of Engineering","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Center for Excellence in Computational Engineering and Networking, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070140601","display_name":"M. Anand Kumar","orcid":"https://orcid.org/0000-0003-0310-4510"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anand Kumar M","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham, Networking Amrita School of Engineering","Center for Excellence in Computational Engineering and Networking, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham, Networking Amrita School of Engineering","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Center for Excellence in Computational Engineering and Networking, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, India","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5111477287"],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":0.8629,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.81559158,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"13","issue":null,"first_page":"1571","last_page":"1577"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","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/T10057","display_name":"Face and Expression Recognition","score":0.9933000206947327,"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/T10320","display_name":"Neural Networks and Applications","score":0.9908000230789185,"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/computer-science","display_name":"Computer science","score":0.784869909286499},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6749671101570129},{"id":"https://openalex.org/keywords/tamil","display_name":"Tamil","score":0.6698423027992249},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.658014178276062},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6015434861183167},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5291522145271301},{"id":"https://openalex.org/keywords/document-classification","display_name":"Document classification","score":0.49147260189056396},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47914761304855347},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.41544902324676514},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.36767107248306274},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3303488492965698}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.784869909286499},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6749671101570129},{"id":"https://openalex.org/C140688305","wikidata":"https://www.wikidata.org/wiki/Q5885","display_name":"Tamil","level":2,"score":0.6698423027992249},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.658014178276062},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6015434861183167},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5291522145271301},{"id":"https://openalex.org/C2780479914","wikidata":"https://www.wikidata.org/wiki/Q302088","display_name":"Document classification","level":2,"score":0.49147260189056396},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47914761304855347},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.41544902324676514},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.36767107248306274},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3303488492965698},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacci.2015.7275837","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2015.7275837","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6800000071525574,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1027212981","https://openalex.org/W1510073064","https://openalex.org/W1532325895","https://openalex.org/W1579838312","https://openalex.org/W1824228869","https://openalex.org/W2060776304","https://openalex.org/W2069231281","https://openalex.org/W2103333826","https://openalex.org/W2121795228","https://openalex.org/W2123395972","https://openalex.org/W2131163986","https://openalex.org/W2137592396","https://openalex.org/W2144902422","https://openalex.org/W2148603752","https://openalex.org/W2149684865","https://openalex.org/W2172000360","https://openalex.org/W2235365169","https://openalex.org/W2435251607","https://openalex.org/W2950052605","https://openalex.org/W3005526988","https://openalex.org/W4213009331","https://openalex.org/W4293865401","https://openalex.org/W6675969814","https://openalex.org/W6678945949","https://openalex.org/W6681302627","https://openalex.org/W6717827561","https://openalex.org/W6764039759"],"related_works":["https://openalex.org/W1504746966","https://openalex.org/W4360853490","https://openalex.org/W282935141","https://openalex.org/W2102222526","https://openalex.org/W3189436399","https://openalex.org/W2903473488","https://openalex.org/W4235233115","https://openalex.org/W2605598660","https://openalex.org/W2889302474","https://openalex.org/W2900292107"],"abstract_inverted_index":{"Along":[0],"the":[1,8,31,37,43,52,55,91,118,140],"prompt":[2],"growth":[3],"in":[4,100,123],"World":[5],"Wide":[6],"Web,":[7],"availability":[9],"and":[10,22],"accessibility":[11],"of":[12,45,50,73,93,125],"regional":[13],"language":[14],"contents":[15],"such":[16,61],"as":[17,62],"e-books,":[18],"web":[19,46],"pages,":[20],"e-mails,":[21],"digital":[23],"repositories":[24],"has":[25,35],"grown":[26],"exponentially.":[27],"As":[28],"a":[29,97,107,143],"result,":[30],"automatic":[32],"document":[33,85],"classification":[34,86],"become":[36],"hotspot":[38],"for":[39,57,82,142],"fetching":[40],"information":[41,63,67],"among":[42],"millions":[44],"documents.":[47],"The":[48,70],"idea":[49],"classifying":[51],"text,":[53],"forms":[54],"baseline":[56],"many":[58],"NLP":[59],"applications":[60],"extraction,":[64],"query":[65],"response,":[66],"summarization,":[68],"etc.":[69],"main":[71],"objective":[72],"this":[74],"paper":[75,89],"is":[76,111],"to":[77,113,139],"develop":[78],"an":[79,136],"computational":[80],"framework":[81],"supervised":[83],"Tamil":[84],"task.":[87],"This":[88],"highlights":[90],"performance":[92],"Random":[94,131],"Kitchen":[95,132],"Sink,":[96],"randomization":[98],"algorithm,":[99],"Grand":[101],"Unified":[102],"Regularized":[103],"Least":[104],"Squares":[105],"(GURLS),":[106],"Machine":[108],"Learning":[109],"Library,":[110],"proven":[112],"be":[114,135],"comparably":[115],"better":[116],"than":[117],"conventional":[119],"kernel":[120],"based":[121],"classifier":[122],"terms":[124],"accuracy.":[126],"Henceforth,":[127],"we":[128],"claim":[129],"that":[130],"Sink":[133],"can":[134],"effective":[137],"alternative":[138],"kernels":[141],"classifier.":[144]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
