{"id":"https://openalex.org/W2162062753","doi":"https://doi.org/10.1109/icacci.2013.6637367","title":"SVM based data redundancy elimination for data aggregation in Wireless Sensor Networks","display_name":"SVM based data redundancy elimination for data aggregation in Wireless Sensor Networks","publication_year":2013,"publication_date":"2013-08-01","ids":{"openalex":"https://openalex.org/W2162062753","doi":"https://doi.org/10.1109/icacci.2013.6637367","mag":"2162062753"},"language":"en","primary_location":{"id":"doi:10.1109/icacci.2013.6637367","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2013.6637367","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 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/A5090769834","display_name":"Prakashgoud Patil","orcid":"https://orcid.org/0000-0002-2187-7667"},"institutions":[{"id":"https://openalex.org/I3132975163","display_name":"KLE Technological University","ror":"https://ror.org/04yh52k23","country_code":"IN","type":"education","lineage":["https://openalex.org/I3132975163"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prakashgoud Patil","raw_affiliation_strings":["B.V.B College of Engineering and Technology, Hubli, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"B.V.B College of Engineering and Technology, Hubli, Karnataka, India","institution_ids":["https://openalex.org/I3132975163"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083656566","display_name":"Umakant P. Kulkarni","orcid":"https://orcid.org/0000-0001-8869-8228"},"institutions":[{"id":"https://openalex.org/I3131333345","display_name":"Sri Dharmasthala Manjunatheshwara College of Dental Sciences & Hospital","ror":"https://ror.org/05av4b478","country_code":"IN","type":"education","lineage":["https://openalex.org/I3131333345"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Umakant Kulkarni","raw_affiliation_strings":["S.D.M. College of Engineering and Technology, Dharwad, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"S.D.M. College of Engineering and Technology, Dharwad, Karnataka, India","institution_ids":["https://openalex.org/I3131333345"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0181,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.92371103,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1309","last_page":"1316"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.7675113677978516},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7671666145324707},{"id":"https://openalex.org/keywords/data-aggregator","display_name":"Data aggregator","score":0.6965192556381226},{"id":"https://openalex.org/keywords/data-redundancy","display_name":"Data redundancy","score":0.6841340065002441},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.6808568239212036},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4606603980064392},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.45834869146347046},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4414512515068054},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4066884517669678},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33019548654556274},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.11668848991394043}],"concepts":[{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.7675113677978516},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7671666145324707},{"id":"https://openalex.org/C82578977","wikidata":"https://www.wikidata.org/wiki/Q16773055","display_name":"Data aggregator","level":3,"score":0.6965192556381226},{"id":"https://openalex.org/C7545210","wikidata":"https://www.wikidata.org/wiki/Q838123","display_name":"Data redundancy","level":2,"score":0.6841340065002441},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.6808568239212036},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4606603980064392},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.45834869146347046},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4414512515068054},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4066884517669678},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33019548654556274},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.11668848991394043},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacci.2013.6637367","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2013.6637367","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1696535067","https://openalex.org/W2012833704","https://openalex.org/W2019601152","https://openalex.org/W2030553727","https://openalex.org/W2040829664","https://openalex.org/W2064806155","https://openalex.org/W2077115015","https://openalex.org/W2100045619","https://openalex.org/W2126644064","https://openalex.org/W2129795868","https://openalex.org/W2141409867","https://openalex.org/W2148822486","https://openalex.org/W2149002604","https://openalex.org/W2149259182","https://openalex.org/W2162627467","https://openalex.org/W2168452204","https://openalex.org/W2545813305","https://openalex.org/W2950471789","https://openalex.org/W3000351953","https://openalex.org/W3147003781","https://openalex.org/W4230509791","https://openalex.org/W4230940751","https://openalex.org/W6729283971"],"related_works":["https://openalex.org/W2057601146","https://openalex.org/W857034687","https://openalex.org/W2002428578","https://openalex.org/W2093193679","https://openalex.org/W2149099995","https://openalex.org/W4361214895","https://openalex.org/W2897258045","https://openalex.org/W2049620986","https://openalex.org/W2072332896","https://openalex.org/W2018406690"],"abstract_inverted_index":{"The":[0,91,112,122,145,166,185],"data":[1,20,35,100,107,132,160,199],"aggregation":[2,40,69,119,123],"is":[3,17,30,96,150,171],"most":[4],"important":[5],"in":[6,22,57,63,189],"Wireless":[7],"Sensor":[8],"Networks":[9],"(WSN)":[10],"due":[11,24],"to":[12,25,32,86,103,117,141,156,161],"constraint":[13],"of":[14,19,75,147,164,168],"resources.":[15],"There":[16],"lot":[18],"redundancy":[21,36,101,154],"WSN":[23,58],"dense":[26],"deployment.":[27],"So,":[28],"it":[29,151],"necessary":[31],"minimize":[33,98],"the":[34,72,76,88,99,105,110,118,130,153,158,174,191],"by":[37],"adopting":[38],"suitable":[39],"techniques.":[41],"To":[42],"resolve":[43],"this":[44,64,148],"problem,":[45],"Support":[46],"Vector":[47],"Machine":[48],"(SVM)":[49],"based":[50,108],"Data":[51,55],"Redundancy":[52],"Elimination":[53],"for":[54,71,193],"Aggregation":[56],"(SDRE)":[59],"has":[60],"been":[61],"proposed":[62,169],"work.":[65],"First,":[66],"we":[67],"build":[68],"tree":[70,85],"given":[73],"size":[74,195],"sensor":[77,126,137],"network.":[78],"Then,":[79],"SVM":[80],"method":[81],"was":[82],"applied":[83],"on":[84,109],"eliminate":[87,104,157],"redundant":[89],"data.":[90,144],"Locality":[92],"Sensitive":[93],"Hashing":[94],"(LSH)":[95],"used":[97],"and":[102,133,155,183,197],"false":[106,159],"similarity.":[111],"LSH":[113],"codes":[114],"are":[115],"sent":[116],"supervisor":[120,124],"node.":[121],"finds":[125],"nodes":[127],"that":[128],"have":[129],"same":[131],"selects":[134],"only":[135],"one":[136],"node":[138],"among":[139],"them":[140],"send":[142],"actual":[143],"benefit":[146],"approach":[149,170],"minimizes":[152],"improve":[162],"performance":[163,167],"WSN.":[165],"measured":[172],"using":[173],"network":[175,196],"parameters":[176],"such":[177],"as":[178],"Delay,":[179],"Energy,":[180],"Packet":[181],"drops":[182],"Overheads.":[184],"SDRE":[186],"perform":[187],"better":[188],"all":[190],"scenarios":[192],"different":[194],"varying":[198],"rate.":[200]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
