{"id":"https://openalex.org/W2626590030","doi":"https://doi.org/10.1145/3055635.3056610","title":"Modified SMOTE-IPF Based Support Vector Machine for Detecting Interference Patterns","display_name":"Modified SMOTE-IPF Based Support Vector Machine for Detecting Interference Patterns","publication_year":2017,"publication_date":"2017-02-24","ids":{"openalex":"https://openalex.org/W2626590030","doi":"https://doi.org/10.1145/3055635.3056610","mag":"2626590030"},"language":"en","primary_location":{"id":"doi:10.1145/3055635.3056610","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3055635.3056610","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Machine Learning and Computing","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/A5075257352","display_name":"Hansoo Lee","orcid":"https://orcid.org/0000-0003-3132-7420"},"institutions":[{"id":"https://openalex.org/I4921948","display_name":"Pusan National University","ror":"https://ror.org/01an57a31","country_code":"KR","type":"education","lineage":["https://openalex.org/I4921948"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hansoo Lee","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Pusan National University, Busan, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Pusan National University, Busan, Republic of Korea","institution_ids":["https://openalex.org/I4921948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101943189","display_name":"Eun Kyeong Kim","orcid":"https://orcid.org/0000-0002-2782-7775"},"institutions":[{"id":"https://openalex.org/I4921948","display_name":"Pusan National University","ror":"https://ror.org/01an57a31","country_code":"KR","type":"education","lineage":["https://openalex.org/I4921948"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Eun Kyeong Kim","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Pusan National University, Busan, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Pusan National University, Busan, Republic of Korea","institution_ids":["https://openalex.org/I4921948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047492763","display_name":"Sungshin Kim","orcid":"https://orcid.org/0000-0003-4932-5458"},"institutions":[{"id":"https://openalex.org/I4921948","display_name":"Pusan National University","ror":"https://ror.org/01an57a31","country_code":"KR","type":"education","lineage":["https://openalex.org/I4921948"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungshin Kim","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Pusan National University, Busan, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Pusan National University, Busan, Republic of Korea","institution_ids":["https://openalex.org/I4921948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5075257352"],"corresponding_institution_ids":["https://openalex.org/I4921948"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03957294,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"117","last_page":"121"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.982200026512146,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.7138426303863525},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7095811367034912},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6975051164627075},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.693732738494873},{"id":"https://openalex.org/keywords/echo","display_name":"Echo (communications protocol)","score":0.6650040149688721},{"id":"https://openalex.org/keywords/weather-radar","display_name":"Weather radar","score":0.5437889695167542},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5062074065208435},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.477812796831131},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47487303614616394},{"id":"https://openalex.org/keywords/precipitation","display_name":"Precipitation","score":0.46967989206314087},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40372389554977417},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.379234254360199},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3269057273864746},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.24924930930137634},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.19065147638320923},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13220176100730896},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.0872260332107544}],"concepts":[{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.7138426303863525},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7095811367034912},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6975051164627075},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.693732738494873},{"id":"https://openalex.org/C2779426996","wikidata":"https://www.wikidata.org/wiki/Q18389128","display_name":"Echo (communications protocol)","level":2,"score":0.6650040149688721},{"id":"https://openalex.org/C92237259","wikidata":"https://www.wikidata.org/wiki/Q863343","display_name":"Weather radar","level":3,"score":0.5437889695167542},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5062074065208435},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.477812796831131},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47487303614616394},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.46967989206314087},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40372389554977417},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.379234254360199},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3269057273864746},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.24924930930137634},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.19065147638320923},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13220176100730896},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0872260332107544},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"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:10.1145/3055635.3056610","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3055635.3056610","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Machine Learning and Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.699999988079071,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320337407","display_name":"Division of Human Resource Development","ror":"https://ror.org/03mamvh39"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W208128215","https://openalex.org/W1596717185","https://openalex.org/W1935178354","https://openalex.org/W1941659294","https://openalex.org/W2010398575","https://openalex.org/W2010841254","https://openalex.org/W2072552418","https://openalex.org/W2101145689","https://openalex.org/W2107138773","https://openalex.org/W2113066515","https://openalex.org/W2129212717","https://openalex.org/W2132791018","https://openalex.org/W2140190241","https://openalex.org/W2148143831","https://openalex.org/W2160940182","https://openalex.org/W2174658266","https://openalex.org/W2912934387","https://openalex.org/W2999549716"],"related_works":["https://openalex.org/W1473737476","https://openalex.org/W2949162897","https://openalex.org/W2061432289","https://openalex.org/W2276571074","https://openalex.org/W2090763504","https://openalex.org/W4300003799","https://openalex.org/W2158582019","https://openalex.org/W1500087777","https://openalex.org/W1970204757","https://openalex.org/W4214513620"],"abstract_inverted_index":{"Weather":[0],"radar":[1,69,119],"is":[2],"one":[3,36],"of":[4,17,26,37,62,64,78],"an":[5],"essential":[6],"device":[7],"for":[8,73],"weather":[9,18,79],"prediction":[10],"process.":[11],"However,":[12],"due":[13],"to":[14],"delicate":[15],"specifications":[16],"radar,":[19],"the":[20,38,65,89,111,116],"observation":[21],"results":[22],"contain":[23],"various":[24],"kinds":[25],"non-precipitation":[27,39],"echoes":[28,117],"which":[29,58],"decrease":[30],"forecasting":[31,80],"accuracy.":[32],"Interference":[33],"patterns":[34,67],"are":[35,59],"echoes,":[40],"and":[41,54,76,102],"they":[42],"have":[43],"become":[44],"significant":[45],"problems":[46],"by":[47],"emerging":[48],"wireless":[49],"technologies.":[50],"RF":[51],"interference":[52,66,104],"echo":[53],"sun":[55],"strobe":[56],"echo,":[57],"major":[60],"ones":[61],"elements":[63],"in":[68,88],"data,":[70],"gives":[71],"cause":[72],"decreasing":[74],"performance":[75],"accuracy":[77],"result.":[81],"Therefore,":[82],"we":[83],"suggested":[84],"a":[85,97],"novel":[86],"approach":[87],"SMOTE-IPF":[90],"method":[91,113],"using":[92],"Hamamoto's":[93],"bootstrap":[94],"method.":[95],"With":[96],"support":[98],"vector":[99],"machine-based":[100],"classifier":[101],"actual":[103],"pattern":[105],"occurrence":[106],"cases,":[107],"it":[108],"proves":[109],"that":[110],"proposed":[112],"can":[114],"identify":[115],"from":[118],"data":[120],"successfully.":[121]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}