{"id":"https://openalex.org/W4285166450","doi":"https://doi.org/10.1109/tetci.2022.3146425","title":"Data Embedding Scheme for Efficient Program Behavior Modeling With Neural Networks","display_name":"Data Embedding Scheme for Efficient Program Behavior Modeling With Neural Networks","publication_year":2022,"publication_date":"2022-05-11","ids":{"openalex":"https://openalex.org/W4285166450","doi":"https://doi.org/10.1109/tetci.2022.3146425"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2022.3146425","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tetci.2022.3146425","pdf_url":"https://ieeexplore.ieee.org/ielx7/7433297/9834983/09772749.pdf","source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/7433297/9834983/09772749.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034811227","display_name":"Sunwoo Ahn","orcid":"https://orcid.org/0000-0002-7843-9510"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Sunwoo Ahn","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Seoul National University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-7843-9510","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056175258","display_name":"Hayoon Yi","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hayoon Yi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Seoul National University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008547463","display_name":"Ho Bae","orcid":"https://orcid.org/0000-0002-5238-3547"},"institutions":[{"id":"https://openalex.org/I138925566","display_name":"Ewha Womans University","ror":"https://ror.org/053fp5c05","country_code":"KR","type":"education","lineage":["https://openalex.org/I138925566"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ho Bae","raw_affiliation_strings":["Department of Cyber Security, Ewha Womans University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-5238-3547","affiliations":[{"raw_affiliation_string":"Department of Cyber Security, Ewha Womans University, Seoul, South Korea","institution_ids":["https://openalex.org/I138925566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086877012","display_name":"Sungroh Yoon","orcid":"https://orcid.org/0000-0002-2367-197X"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungroh Yoon","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Seoul National University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-2367-197X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082524666","display_name":"Yunheung Paek","orcid":"https://orcid.org/0000-0002-6412-2926"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yunheung Paek","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Seoul National University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-6412-2926","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5034811227"],"corresponding_institution_ids":["https://openalex.org/I139264467"],"apc_list":null,"apc_paid":null,"fwci":0.285,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.56847653,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"6","issue":"4","first_page":"982","last_page":"993"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9991999864578247,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9991999864578247,"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/T10260","display_name":"Software Engineering Research","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.6376134157180786},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.602520763874054},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5438090562820435},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5342848300933838},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5237298607826233},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.516016960144043},{"id":"https://openalex.org/keywords/argument","display_name":"Argument (complex analysis)","score":0.4751177430152893},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46999654173851013},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.45702311396598816},{"id":"https://openalex.org/keywords/notation","display_name":"Notation","score":0.43666544556617737},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3790631890296936},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2864139974117279},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22709015011787415},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.17770197987556458}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6376134157180786},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.602520763874054},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5438090562820435},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5342848300933838},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5237298607826233},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.516016960144043},{"id":"https://openalex.org/C98184364","wikidata":"https://www.wikidata.org/wiki/Q1780131","display_name":"Argument (complex analysis)","level":2,"score":0.4751177430152893},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46999654173851013},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.45702311396598816},{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.43666544556617737},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3790631890296936},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2864139974117279},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22709015011787415},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.17770197987556458},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tetci.2022.3146425","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tetci.2022.3146425","pdf_url":"https://ieeexplore.ieee.org/ielx7/7433297/9834983/09772749.pdf","source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:s-space.snu.ac.kr:10371/185310","is_oa":false,"landing_page_url":"https://hdl.handle.net/10371/185310","pdf_url":null,"source":{"id":"https://openalex.org/S4306401345","display_name":"Seoul National University Open Repository (Seoul National University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139264467","host_organization_name":"Seoul National University","host_organization_lineage":["https://openalex.org/I139264467"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1109/tetci.2022.3146425","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tetci.2022.3146425","pdf_url":"https://ieeexplore.ieee.org/ielx7/7433297/9834983/09772749.pdf","source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1001899930","display_name":null,"funder_award_id":"NRF-2020R1A2B5B03095204","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G1478288009","display_name":null,"funder_award_id":"2021-0-02068","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G2203846861","display_name":null,"funder_award_id":"the BK21 FOUR","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G2206812781","display_name":null,"funder_award_id":"2021-0-02068","funder_id":"https://openalex.org/F4320321292","funder_display_name":"Seoul National University"},{"id":"https://openalex.org/G30685149","display_name":null,"funder_award_id":"BK21 FOUR","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G3098371196","display_name":null,"funder_award_id":"2021-0-01343","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G3564059445","display_name":null,"funder_award_id":"NRF-2018R1A2B3001628","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3698820229","display_name":null,"funder_award_id":"2021-0-01343","funder_id":"https://openalex.org/F4320324891","funder_display_name":"Iran Telecommunication Research Center"},{"id":"https://openalex.org/G4643994530","display_name":null,"funder_award_id":"2021-0-02068","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G5065061179","display_name":null,"funder_award_id":"2021-0-01343","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G5562307789","display_name":null,"funder_award_id":"BK21 FOUR","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G5635159257","display_name":null,"funder_award_id":"2021-0-01343","funder_id":"https://openalex.org/F4320321292","funder_display_name":"Seoul National University"},{"id":"https://openalex.org/G5776525876","display_name":null,"funder_award_id":"2020-0-01840","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G5799620071","display_name":null,"funder_award_id":"2021-0-02068","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G6307514714","display_name":null,"funder_award_id":"2020-0-01840","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G6988310032","display_name":null,"funder_award_id":"2021-0-02068","funder_id":"https://openalex.org/F4320324891","funder_display_name":"Iran Telecommunication Research Center"},{"id":"https://openalex.org/G7444592284","display_name":null,"funder_award_id":"2018R1A2B3001628","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G8790935500","display_name":null,"funder_award_id":"2018R1A2B3001628","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321292","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542"},{"id":"https://openalex.org/F4320321365","display_name":"Ewha Womans University","ror":"https://ror.org/053fp5c05"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320324891","display_name":"Iran Telecommunication Research Center","ror":"https://ror.org/01a3g2z22"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285166450.pdf","grobid_xml":"https://content.openalex.org/works/W4285166450.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W2008704879","https://openalex.org/W2089468765","https://openalex.org/W2099940443","https://openalex.org/W2108598243","https://openalex.org/W2187089797","https://openalex.org/W2427527485","https://openalex.org/W2527840540","https://openalex.org/W2551087083","https://openalex.org/W2553981914","https://openalex.org/W2699813208","https://openalex.org/W2767094836","https://openalex.org/W2781491433","https://openalex.org/W2886694146","https://openalex.org/W2889326414","https://openalex.org/W2891432086","https://openalex.org/W2926178846","https://openalex.org/W2947279247","https://openalex.org/W2962832406","https://openalex.org/W2963197901","https://openalex.org/W2963408280","https://openalex.org/W2986944522","https://openalex.org/W3000514891","https://openalex.org/W3015326774","https://openalex.org/W3048788384","https://openalex.org/W3101228802","https://openalex.org/W4238333232","https://openalex.org/W6729739840","https://openalex.org/W6730169232","https://openalex.org/W6753910507"],"related_works":["https://openalex.org/W2742752004","https://openalex.org/W2386387936","https://openalex.org/W2600686484","https://openalex.org/W2055709700","https://openalex.org/W4221062690","https://openalex.org/W2663366112","https://openalex.org/W2392110728","https://openalex.org/W2387697396","https://openalex.org/W2381110953","https://openalex.org/W110079466"],"abstract_inverted_index":{"As":[0],"modern":[1],"programs":[2],"grow":[3],"in":[4,16,39,58,93,237],"size":[5],"and":[6,31,73,173,214],"complexity,":[7],"the":[8,21,32,51,83,108,111,142,166,175,179,184,193,229,234,238,245,250],"importance":[9],"of":[10,20,24,34,53,66,70,85,178,186,195,228],"program":[11,30,61,168,196],"behavior":[12,62,114,197],"modeling":[13,165],"is":[14,63,92,147],"emerging":[15],"various":[17],"areas.":[18],"Because":[19],"large":[22,100],"amount":[23],"data":[25],"generated":[26],"by":[27],"a":[28,54,64,71,94,98,135,158,226],"target":[29,55],"difficulty":[33],"runtime":[35,113],"analysis,":[36],"previous":[37,212],"works":[38],"these":[40],"areas":[41],"employ":[42],"deep":[43],"learning.":[44],"However,":[45],"they":[46],"did":[47],"not":[48,132],"sufficiently":[49],"consider":[50],"input":[52,75,155,176],"program,":[56],"since,":[57],"our":[59,204],"view,":[60],"history":[65],"computational":[67],"steps":[68],"consisting":[69],"function":[72],"its":[74],"arguments.":[76,251],"A":[77],"naive,":[78],"intuitive":[79],"way":[80],"to":[81,150,211,242],"embed":[82],"value":[84],"<inline-formula":[86],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[87,122,137],"xmlns:xlink=\"http://www.w3.org/1999/xlink\"><tex-math":[88],"notation=\"LaTeX\">$x$</tex-math></inline-formula>":[89],"as":[90,118,153],"it":[91,146,152],"vector":[95,101,156],"representation":[96],"creates":[97],"tremendously":[99],"size.":[102],"Instead,":[103],"we":[104,129,189],"found":[105],"that":[106,131,203,244],"all":[107],"values":[109],"inducing":[110],"same":[112],"can":[115,134],"be":[116],"represented":[117],"one":[119],"identical":[120],"<italic":[121,136],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">characteristic":[123,138],"value</i>":[124,139],"(CV).":[125],"In":[126],"this":[127,187],"paper,":[128],"show":[130,202],"only":[133],"sequence":[140,247],"replace":[141],"argument":[143],"input,":[144],"but":[145],"also":[148,224],"efficient":[149],"use":[151],"an":[154],"for":[157],"neural":[159,180,239],"network.":[160,181],"This":[161],"efficiency":[162],"comes":[163],"from":[164,233],"whole":[167],"with":[169,219],"multiple":[170],"LSTM-RNN":[171],"models":[172,213],"reducing":[174],"space":[177],"To":[182],"demonstrate":[183],"effectiveness":[185],"replacement,":[188],"performed":[190],"experiments":[191],"on":[192],"problem":[194],"anomaly":[198],"detection.":[199],"Our":[200],"results":[201],"model":[205,221,241],"achieves":[206],"better":[207],"detection":[208,216],"performance":[209,217],"compared":[210],"similar":[215],"even":[218],"smaller":[220],"sizes.":[222],"We":[223],"provide":[225],"visualization":[227],"embedded":[230],"vectors":[231],"extracted":[232],"embedding":[235],"layer":[236],"network":[240],"prove":[243],"CV":[246],"well":[248],"represents":[249]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-10T08:33:47.465468","created_date":"2025-10-10T00:00:00"}
