{"id":"https://openalex.org/W1968699639","doi":"https://doi.org/10.1007/s11760-013-0505-7","title":"Impact of applying pre-processing techniques for improving classification accuracy","display_name":"Impact of applying pre-processing techniques for improving classification accuracy","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W1968699639","doi":"https://doi.org/10.1007/s11760-013-0505-7","mag":"1968699639"},"language":"en","primary_location":{"id":"doi:10.1007/s11760-013-0505-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-013-0505-7","pdf_url":null,"source":{"id":"https://openalex.org/S156904493","display_name":"Signal Image and Video Processing","issn_l":"1863-1703","issn":["1863-1703","1863-1711"],"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":"Signal, Image and Video Processing","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/A5065699937","display_name":"T. Sree Sharmila","orcid":null},"institutions":[{"id":"https://openalex.org/I916357946","display_name":"Sri Sivasubramaniya Nadar College of Engineering","ror":"https://ror.org/054psm803","country_code":null,"type":"education","lineage":["https://openalex.org/I916357946"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"T. Sree Sharmila","raw_affiliation_strings":["Department of Information Technology, SSN College of Engineering, Chennai, India","[Department of Information Technology, SSN College of Engineering, Chennai, India]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, SSN College of Engineering, Chennai, India","institution_ids":["https://openalex.org/I916357946"]},{"raw_affiliation_string":"[Department of Information Technology, SSN College of Engineering, Chennai, India]","institution_ids":["https://openalex.org/I916357946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111381596","display_name":"K. Ramar","orcid":null},"institutions":[{"id":"https://openalex.org/I118826373","display_name":"Tirunelveli Medical College","ror":"https://ror.org/01c4srk95","country_code":"IN","type":"education","lineage":["https://openalex.org/I118826373"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. Ramar","raw_affiliation_strings":["Department of Computer Science and Engineering, Einstein College of Engineering, Tirunelveli, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Einstein College of Engineering, Tirunelveli, India","institution_ids":["https://openalex.org/I118826373"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109222305","display_name":"T. Sree Renga Raja","orcid":null},"institutions":[{"id":"https://openalex.org/I33585257","display_name":"Anna University, Chennai","ror":"https://ror.org/01qhf1r47","country_code":"IN","type":"education","lineage":["https://openalex.org/I33585257"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"T. Sree Renga Raja","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Anna University, BIT Campus, Trichy, India","Department of Electrical and Electronics Engineering, Anna University, Trichy, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Anna University, BIT Campus, Trichy, India","institution_ids":["https://openalex.org/I33585257"]},{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Anna University, Trichy, India","institution_ids":["https://openalex.org/I33585257"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065699937"],"corresponding_institution_ids":["https://openalex.org/I916357946"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.816,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.74702665,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"8","issue":"1","first_page":"149","last_page":"157"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9987000226974487,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9987000226974487,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.9897000193595886,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7790648937225342},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.7276092767715454},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6571109294891357},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6362866759300232},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5768520832061768},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.5094838738441467},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.48393088579177856},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4643455147743225},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.43454331159591675},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.42597922682762146},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.41968464851379395},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2703742980957031},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.07384699583053589}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7790648937225342},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.7276092767715454},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6571109294891357},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6362866759300232},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5768520832061768},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5094838738441467},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.48393088579177856},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4643455147743225},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.43454331159591675},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.42597922682762146},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.41968464851379395},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2703742980957031},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.07384699583053589}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11760-013-0505-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-013-0505-7","pdf_url":null,"source":{"id":"https://openalex.org/S156904493","display_name":"Signal Image and Video Processing","issn_l":"1863-1703","issn":["1863-1703","1863-1711"],"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":"Signal, Image and Video Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W599768740","https://openalex.org/W1514415280","https://openalex.org/W1544457828","https://openalex.org/W1955860731","https://openalex.org/W1966846860","https://openalex.org/W1979725798","https://openalex.org/W1997147589","https://openalex.org/W1998807797","https://openalex.org/W2008639358","https://openalex.org/W2077310290","https://openalex.org/W2091659514","https://openalex.org/W2100874022","https://openalex.org/W2109773745","https://openalex.org/W2112937037","https://openalex.org/W2117188745","https://openalex.org/W2118944636","https://openalex.org/W2119381832","https://openalex.org/W2120540693","https://openalex.org/W2122632184","https://openalex.org/W2129386579","https://openalex.org/W2129553449","https://openalex.org/W2138364533","https://openalex.org/W2144286427","https://openalex.org/W2146842127","https://openalex.org/W2152328854","https://openalex.org/W2153168413","https://openalex.org/W2154414774","https://openalex.org/W2154952447","https://openalex.org/W2158253930","https://openalex.org/W2158384724","https://openalex.org/W2169046090","https://openalex.org/W2170936275","https://openalex.org/W2189249403","https://openalex.org/W2281400305","https://openalex.org/W2499966502"],"related_works":["https://openalex.org/W4385649027","https://openalex.org/W2970784617","https://openalex.org/W2126639667","https://openalex.org/W2382174632","https://openalex.org/W2129959498","https://openalex.org/W2784060934","https://openalex.org/W2217963778","https://openalex.org/W2902714807","https://openalex.org/W2537489131","https://openalex.org/W2077021924"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}
