{"id":"https://openalex.org/W2739828978","doi":"https://doi.org/10.24963/ijcai.2017/763","title":"Fuzzy Logic Model for Digital Forensics: A Trade-off between Accuracy, Complexity and Interpretability","display_name":"Fuzzy Logic Model for Digital Forensics: A Trade-off between Accuracy, Complexity and Interpretability","publication_year":2017,"publication_date":"2017-07-28","ids":{"openalex":"https://openalex.org/W2739828978","doi":"https://doi.org/10.24963/ijcai.2017/763","mag":"2739828978"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2017/763","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2017/763","pdf_url":"https://www.ijcai.org/proceedings/2017/0763.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2017/0763.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011052188","display_name":"Andrii Shalaginov","orcid":"https://orcid.org/0000-0003-1980-6875"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Andrii Shalaginov","raw_affiliation_strings":["Center for Cyber-\u00ad and Information Security, Norwegian University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Cyber-\u00ad and Information Security, Norwegian University of Science and Technology","institution_ids":["https://openalex.org/I204778367"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5011052188"],"corresponding_institution_ids":["https://openalex.org/I204778367"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"5207","last_page":"5208"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12034","display_name":"Digital and Cyber Forensics","score":0.9994999766349792,"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/T12034","display_name":"Digital and Cyber Forensics","score":0.9994999766349792,"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":0.9987000226974487,"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"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9866999983787537,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.8429458737373352},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7951501607894897},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6697849035263062},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6336841583251953},{"id":"https://openalex.org/keywords/digital-forensics","display_name":"Digital forensics","score":0.6189394593238831},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5988722443580627},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5971521139144897},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4823181629180908},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4739767909049988},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4718753397464752},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45888620615005493},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4444809556007385},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.42315584421157837},{"id":"https://openalex.org/keywords/soft-computing","display_name":"Soft computing","score":0.42249929904937744},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.18367168307304382},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.11942365765571594}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8429458737373352},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7951501607894897},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6697849035263062},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6336841583251953},{"id":"https://openalex.org/C84418412","wikidata":"https://www.wikidata.org/wiki/Q3246940","display_name":"Digital forensics","level":2,"score":0.6189394593238831},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5988722443580627},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5971521139144897},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4823181629180908},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4739767909049988},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4718753397464752},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45888620615005493},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4444809556007385},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.42315584421157837},{"id":"https://openalex.org/C140073362","wikidata":"https://www.wikidata.org/wiki/Q738759","display_name":"Soft computing","level":3,"score":0.42249929904937744},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.18367168307304382},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11942365765571594},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.24963/ijcai.2017/763","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2017/763","pdf_url":"https://www.ijcai.org/proceedings/2017/0763.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:brage.bibsys.no:11250/2492793","is_oa":false,"landing_page_url":"http://hdl.handle.net/11250/2492793","pdf_url":null,"source":{"id":"https://openalex.org/S4306400255","display_name":"BIBSYS Brage (BIBSYS (Norway))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173212132","host_organization_name":"Vilnius University","host_organization_lineage":["https://openalex.org/I173212132"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"5207-5208","raw_type":"Journal article"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2017/763","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2017/763","pdf_url":"https://www.ijcai.org/proceedings/2017/0763.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.800000011920929,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2739828978.pdf","grobid_xml":"https://content.openalex.org/works/W2739828978.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W47249053","https://openalex.org/W1518498072","https://openalex.org/W1787475144","https://openalex.org/W2294155244","https://openalex.org/W2436017862","https://openalex.org/W2554250138","https://openalex.org/W2622105632"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W2888392564","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W4390569940","https://openalex.org/W4361193272","https://openalex.org/W2963326959","https://openalex.org/W4388685194","https://openalex.org/W4312407344","https://openalex.org/W2894289927"],"abstract_inverted_index":{"The":[0,21],"Cyber":[1],"Crime":[2],"Investigation":[3],"is":[4,105],"challenged":[5],"by":[6],"large":[7],"and":[8,18,27,84,110,123],"complex":[9,83],"data":[10,32,38,66],"as":[11],"a":[12,53,68,73,91],"key":[13],"factor":[14],"of":[15,30,70,78,107,120],"emerging":[16],"Information":[17],"Communication":[19],"Technologies.":[20],"size,":[22],"the":[23,25,28,31],"velocity,":[24],"variety":[26],"complexity":[29],"have":[33],"become":[34],"so":[35],"high":[36],"that":[37],"mining":[39],"approaches":[40],"are":[41],"no":[42],"more":[43],"efficient":[44],"since":[45],"they":[46],"cannot":[47],"deal":[48],"with":[49,93],"Big":[50],"Data.":[51],"As":[52],"result,":[54],"it":[55],"can":[56,95],"be":[57,96],"infeasible":[58],"to":[59],"represent":[60],"specific":[61],"evidences":[62],"found":[63],"in":[64,67,72,82,98],"such":[65,99],"Court":[69],"Law":[71],"human-perceivable":[74],"manner.":[75],"Moreover,":[76],"majority":[77],"computational":[79],"methods":[80],"result":[81],"hardly":[85],"explainable":[86],"models.":[87],"However,":[88],"Soft":[89],"Computing,":[90],"computing":[92],"words,":[94],"beneficial":[97],"case.":[100],"In":[101],"particular,":[102],"hybrid":[103],"Neuro-Fuzzy":[104],"capable":[106],"learning":[108],"understandable":[109],"precise":[111],"fuzzy":[112],"rule-based":[113],"model.":[114],"This":[115],"paper":[116],"presents":[117],"novel":[118],"improvements":[119],"NF":[121],"architecture":[122],"corresponding":[124],"results.":[125]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
