{"id":"https://openalex.org/W2816743865","doi":"https://doi.org/10.1145/3227609.3227655","title":"Swarm Intelligence Approaches for Parameter Setting of Deep Learning Neural Network","display_name":"Swarm Intelligence Approaches for Parameter Setting of Deep Learning Neural Network","publication_year":2018,"publication_date":"2018-06-25","ids":{"openalex":"https://openalex.org/W2816743865","doi":"https://doi.org/10.1145/3227609.3227655","mag":"2816743865"},"language":"en","primary_location":{"id":"doi:10.1145/3227609.3227655","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3227609.3227655","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics","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/A5087873960","display_name":"Grega Vrban\u010di\u010d","orcid":"https://orcid.org/0000-0003-0723-3889"},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":true,"raw_author_name":"Grega Vrban\u010di\u010d","raw_affiliation_strings":["University of Maribor, Maribor, Slovenia"],"affiliations":[{"raw_affiliation_string":"University of Maribor, Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012442974","display_name":"Iztok Fister","orcid":"https://orcid.org/0000-0002-6418-1272"},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Iztok Fister","raw_affiliation_strings":["University of Maribor, Maribor, Slovenia"],"affiliations":[{"raw_affiliation_string":"University of Maribor, Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059150661","display_name":"Vili Podgorelec","orcid":"https://orcid.org/0000-0001-6955-7868"},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Vili Podgorelec","raw_affiliation_strings":["University of Maribor, Maribor, Slovenia"],"affiliations":[{"raw_affiliation_string":"University of Maribor, Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5087873960"],"corresponding_institution_ids":["https://openalex.org/I37696226"],"apc_list":null,"apc_paid":null,"fwci":10.9952,"has_fulltext":false,"cited_by_count":47,"citation_normalized_percentile":{"value":0.9837592,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9998999834060669,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9966999888420105,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9939000010490417,"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/phishing","display_name":"Phishing","score":0.898714005947113},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7781897187232971},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7647958993911743},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7334989905357361},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7046569585800171},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6360500454902649},{"id":"https://openalex.org/keywords/password","display_name":"Password","score":0.532121479511261},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4350183606147766},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2698935270309448},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2297067940235138}],"concepts":[{"id":"https://openalex.org/C83860907","wikidata":"https://www.wikidata.org/wiki/Q135005","display_name":"Phishing","level":3,"score":0.898714005947113},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7781897187232971},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7647958993911743},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7334989905357361},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7046569585800171},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6360500454902649},{"id":"https://openalex.org/C109297577","wikidata":"https://www.wikidata.org/wiki/Q161157","display_name":"Password","level":2,"score":0.532121479511261},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4350183606147766},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2698935270309448},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2297067940235138}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3227609.3227655","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3227609.3227655","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322554","display_name":"Javna Agencija za Raziskovalno Dejavnost RS","ror":"https://ror.org/059bp8k51"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1498672433","https://openalex.org/W1570448133","https://openalex.org/W1573999528","https://openalex.org/W1704387297","https://openalex.org/W1930835045","https://openalex.org/W1993155576","https://openalex.org/W2002517365","https://openalex.org/W2029470356","https://openalex.org/W2070896531","https://openalex.org/W2076063813","https://openalex.org/W2101234009","https://openalex.org/W2101812529","https://openalex.org/W2134750673","https://openalex.org/W2146502635","https://openalex.org/W2150333870","https://openalex.org/W2156387975","https://openalex.org/W2204679745","https://openalex.org/W2277701106","https://openalex.org/W2528237194","https://openalex.org/W2565516711","https://openalex.org/W2592440977","https://openalex.org/W2598898720","https://openalex.org/W2758333994","https://openalex.org/W2919115771","https://openalex.org/W2963103847","https://openalex.org/W2964121744","https://openalex.org/W2997591727","https://openalex.org/W2998508934","https://openalex.org/W3023692137","https://openalex.org/W3152157423","https://openalex.org/W4385486090","https://openalex.org/W6689981334"],"related_works":["https://openalex.org/W2149202530","https://openalex.org/W2807822918","https://openalex.org/W2921723332","https://openalex.org/W4391093354","https://openalex.org/W2482950156","https://openalex.org/W4396966040","https://openalex.org/W2305322260","https://openalex.org/W3139248031","https://openalex.org/W3042334625","https://openalex.org/W4200017362"],"abstract_inverted_index":{"In":[0,144],"last":[1],"decades,":[2],"the":[3,10,33,44,110,122,128,138,164,168],"web":[4],"and":[5,74],"online":[6,19,24,36,56],"services":[7],"have":[8],"revolutionized":[9],"modern":[11],"world.":[12],"However,":[13,127],"by":[14],"increasing":[15,29],"our":[16],"dependence":[17],"on":[18,137],"services,":[20],"as":[21,55,70],"a":[22,40,51,149],"result,":[23],"security":[25,37],"threats":[26,38],"are":[27],"also":[28],"rapidly.":[30],"One":[31],"of":[32,46,82,112,130,140,157,170],"most":[34],"common":[35],"is":[39,48],"so-called":[41],"Phishing":[42],"attack,":[43],"purpose":[45],"which":[47],"to":[49,65,97,154,167,176,182],"mimic":[50],"legitimate":[52],"website":[53,62],"such":[54,69],"banking,":[57],"e-commerce":[58],"or":[59],"social":[60],"networking":[61],"in":[63,104],"order":[64],"obtain":[66],"sensitive":[67],"data":[68],"user-names,":[71],"passwords,":[72],"financial":[73],"health-related":[75],"information":[76],"from":[77,94],"potential":[78],"victims.":[79],"The":[80],"problem":[81],"detecting":[83],"phishing":[84,113,171],"websites":[85,114],"has":[86],"been":[87],"addressed":[88],"many":[89],"times":[90],"using":[91,115],"various":[92],"methodologies":[93],"conventional":[95],"classifiers":[96],"more":[98],"complex":[99],"hybrid":[100],"methods.":[101],"Recent":[102],"advancements":[103],"deep":[105,116,132,158],"learning":[106,117,125,142,159],"approaches":[107],"suggested":[108],"that":[109],"classification":[111,169],"neural":[118,133,160],"networks":[119,134],"should":[120],"outperform":[121],"traditional":[123],"machine":[124],"algorithms.":[126,184],"results":[129],"utilizing":[131],"heavily":[135],"depend":[136],"setting":[139,156],"different":[141],"parameters.":[143],"this":[145],"paper,":[146],"we":[147,173],"propose":[148],"swarm":[150],"intelligence":[151],"based":[152],"approach":[153,166],"parameter":[155],"network.":[161],"By":[162],"applying":[163],"proposed":[165],"websites,":[172],"were":[174],"able":[175],"improve":[177],"their":[178],"detection":[179],"when":[180],"compared":[181],"existing":[183]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}