{"id":"https://openalex.org/W7126041036","doi":"https://doi.org/10.1093/jigpal/jzaf024","title":"An iterative algorithm for determining contact-rate parameters in individual-based malware propagation models","display_name":"An iterative algorithm for determining contact-rate parameters in individual-based malware propagation models","publication_year":2025,"publication_date":"2025-04-25","ids":{"openalex":"https://openalex.org/W7126041036","doi":"https://doi.org/10.1093/jigpal/jzaf024"},"language":"en","primary_location":{"id":"doi:10.1093/jigpal/jzaf024","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jigpal/jzaf024","pdf_url":null,"source":{"id":"https://openalex.org/S2734381524","display_name":"Logic Journal of IGPL","issn_l":"1367-0751","issn":["1367-0751","1368-9894"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Logic Journal of the IGPL","raw_type":"journal-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/A5116619833","display_name":"Roberto Casado-Vara","orcid":null},"institutions":[{"id":"https://openalex.org/I46176106","display_name":"Universidad de Burgos","ror":"https://ror.org/049da5t36","country_code":"ES","type":"education","lineage":["https://openalex.org/I46176106"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Roberto Casado-Vara","raw_affiliation_strings":["Grupo de Inteligencia Computacional Aplicada (GICAP) , Departamento de Matem\u00e1ticas y Computaci\u00f3n, Escuela Polit\u00e9cnica Superior, Universidad de Burgos, Av. Cantabria s/n, 09006, Burgos, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Grupo de Inteligencia Computacional Aplicada (GICAP) , Departamento de Matem\u00e1ticas y Computaci\u00f3n, Escuela Polit\u00e9cnica Superior, Universidad de Burgos, Av. Cantabria s/n, 09006, Burgos, Spain","institution_ids":["https://openalex.org/I46176106"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067794668","display_name":"del Rey \u00c1m","orcid":null},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"\u00c1ngel Mart\u00cdn del Rey","raw_affiliation_strings":["Department of Applied Mathematics , Universidad de Salamanca, Salamanca, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics , Universidad de Salamanca, Salamanca, Spain","institution_ids":["https://openalex.org/I184999862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124229922","display_name":"Nu\u00f1o Basuerto","orcid":null},"institutions":[{"id":"https://openalex.org/I46176106","display_name":"Universidad de Burgos","ror":"https://ror.org/049da5t36","country_code":"ES","type":"education","lineage":["https://openalex.org/I46176106"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Nu\u00f1o Basuerto","raw_affiliation_strings":["Grupo de Inteligencia Computacional Aplicada (GICAP) , Departamento de Digitalizaci\u00f3n, Escuela Polit\u00e9cnica Superior, Universidad de Burgos, Av. Cantabria s/n, 09006, Burgos, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Grupo de Inteligencia Computacional Aplicada (GICAP) , Departamento de Digitalizaci\u00f3n, Escuela Polit\u00e9cnica Superior, Universidad de Burgos, Av. Cantabria s/n, 09006, Burgos, Spain","institution_ids":["https://openalex.org/I46176106"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117545637","display_name":"Daniel URD\u0102","orcid":"https://orcid.org/0009-0006-5615-8271"},"institutions":[{"id":"https://openalex.org/I46176106","display_name":"Universidad de Burgos","ror":"https://ror.org/049da5t36","country_code":"ES","type":"education","lineage":["https://openalex.org/I46176106"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Daniel Urda","raw_affiliation_strings":["Grupo de Inteligencia Computacional Aplicada (GICAP) , Departamento de Digitalizaci\u00f3n, Escuela Polit\u00e9cnica Superior, Universidad de Burgos, Av. Cantabria s/n, 09006, Burgos, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Grupo de Inteligencia Computacional Aplicada (GICAP) , Departamento de Digitalizaci\u00f3n, Escuela Polit\u00e9cnica Superior, Universidad de Burgos, Av. Cantabria s/n, 09006, Burgos, Spain","institution_ids":["https://openalex.org/I46176106"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5123211155","display_name":"Alvaro Herrero","orcid":null},"institutions":[{"id":"https://openalex.org/I46176106","display_name":"Universidad de Burgos","ror":"https://ror.org/049da5t36","country_code":"ES","type":"education","lineage":["https://openalex.org/I46176106"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alvaro Herrero","raw_affiliation_strings":["Grupo de Inteligencia Computacional Aplicada (GICAP) , Departamento de Digitalizaci\u00f3n, Escuela Polit\u00e9cnica Superior, Universidad de Burgos, Av. Cantabria s/n, 09006, Burgos, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Grupo de Inteligencia Computacional Aplicada (GICAP) , Departamento de Digitalizaci\u00f3n, Escuela Polit\u00e9cnica Superior, Universidad de Burgos, Av. Cantabria s/n, 09006, Burgos, Spain","institution_ids":["https://openalex.org/I46176106"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":4151,"currency":"USD","value_usd":4151},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.66143403,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"34","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.15230000019073486,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.15230000019073486,"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/T13052","display_name":"Molecular Communication and Nanonetworks","score":0.13169999420642853,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10410","display_name":"COVID-19 epidemiological studies","score":0.11540000140666962,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.6733999848365784},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.42559999227523804},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.4129999876022339},{"id":"https://openalex.org/keywords/estimation-theory","display_name":"Estimation theory","score":0.3862000107765198},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.37700000405311584},{"id":"https://openalex.org/keywords/cellular-automaton","display_name":"Cellular automaton","score":0.35569998621940613},{"id":"https://openalex.org/keywords/epidemic-model","display_name":"Epidemic model","score":0.3467000126838684},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.33250001072883606}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7440999746322632},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.6733999848365784},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4316999912261963},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.42559999227523804},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.4129999876022339},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.3862000107765198},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.37700000405311584},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3741999864578247},{"id":"https://openalex.org/C35527583","wikidata":"https://www.wikidata.org/wiki/Q189156","display_name":"Cellular automaton","level":2,"score":0.35569998621940613},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3549000024795532},{"id":"https://openalex.org/C1627819","wikidata":"https://www.wikidata.org/wiki/Q2572354","display_name":"Epidemic model","level":3,"score":0.3467000126838684},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.33250001072883606},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3215000033378601},{"id":"https://openalex.org/C76969082","wikidata":"https://www.wikidata.org/wiki/Q486902","display_name":"Mathematical model","level":2,"score":0.3190000057220459},{"id":"https://openalex.org/C2779982483","wikidata":"https://www.wikidata.org/wiki/Q6094420","display_name":"Iterative refinement","level":2,"score":0.30300000309944153},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.30149999260902405},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.29510000348091125},{"id":"https://openalex.org/C2779363554","wikidata":"https://www.wikidata.org/wiki/Q5420835","display_name":"Expectation propagation","level":4,"score":0.2824999988079071},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2757999897003174},{"id":"https://openalex.org/C143587482","wikidata":"https://www.wikidata.org/wiki/Q1543216","display_name":"Iterative and incremental development","level":2,"score":0.27410000562667847},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.26840001344680786},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2615000009536743},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.25429999828338623}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/jigpal/jzaf024","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jigpal/jzaf024","pdf_url":null,"source":{"id":"https://openalex.org/S2734381524","display_name":"Logic Journal of IGPL","issn_l":"1367-0751","issn":["1367-0751","1368-9894"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Logic Journal of the IGPL","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.639998733997345,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2132022337","https://openalex.org/W2137983211","https://openalex.org/W2148301044","https://openalex.org/W2158581396","https://openalex.org/W2583580911","https://openalex.org/W2745110207","https://openalex.org/W2899283552","https://openalex.org/W2980308966","https://openalex.org/W3014009018","https://openalex.org/W3090437582","https://openalex.org/W3162244563","https://openalex.org/W3170003932","https://openalex.org/W3198788902","https://openalex.org/W3213840904","https://openalex.org/W4206721396","https://openalex.org/W4220782755","https://openalex.org/W4239975174","https://openalex.org/W4308510102","https://openalex.org/W4313466316","https://openalex.org/W4375859749","https://openalex.org/W4387234750","https://openalex.org/W4392727858"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"This":[1,41,154],"paper":[2],"presents":[3],"a":[4,117,157,174],"novel":[5],"iterative":[6],"algorithm":[7],"for":[8,33,77,177,208],"determining":[9],"contact-rate":[10],"parameters":[11],"in":[12,53,60,101,131,160],"individual-based":[13,70,187],"propagation":[14,100],"models.":[15,88],"Conventional":[16],"mathematical":[17],"epidemiological":[18,26,75],"approaches":[19],"frequently":[20],"utilize":[21],"compartmental":[22],"models":[23],"with":[24,190],"uniform":[25],"coefficients,":[27],"which":[28,49,72],"are":[29,67],"unable":[30],"to":[31,69,95,121,150],"account":[32],"the":[34,84,96,127,166,202],"heterogeneity":[35],"of":[36,86,98,103,129,165,168,204],"individual":[37,79],"behaviors":[38],"and":[39,57,63,143,163,170,180,211],"interactions.":[40],"research":[42],"employs":[43,116],"Physics":[44],"Informed":[45],"Neural":[46],"Networks":[47],"(PINNs),":[48],"have":[50],"demonstrated":[51],"efficacy":[52],"addressing":[54,83],"differential":[55],"equations":[56],"parameter":[58,192],"estimation":[59],"both":[61,178],"direct":[62],"inverse":[64],"problems.":[65],"PINNs":[66,130],"applied":[68],"models,":[71,188],"consider":[73],"unique":[74],"characteristics":[76],"each":[78,108],"or":[80],"device,":[81],"thus":[82],"limitations":[85],"global":[87],"The":[89,114,137,183],"proposed":[90],"method":[91],"is":[92],"particularly":[93],"pertinent":[94],"modeling":[97],"malware":[99,123,171],"Internet":[102],"Things":[104],"(IoT)":[105],"networks,":[106],"where":[107],"device":[109],"exhibits":[110],"distinct":[111],"interaction":[112],"patterns.":[113],"study":[115],"cellular":[118],"automaton":[119],"framework":[120],"simulate":[122],"spread,":[124],"thereby":[125,146,200],"demonstrating":[126,147],"potential":[128],"accurately":[132,196],"estimating":[133],"time-dependent":[134],"contact":[135],"rates.":[136],"methodology":[138],"incorporates":[139],"specific":[140],"infection":[141],"probabilities":[142],"recovery":[144],"rates,":[145],"its":[148],"applicability":[149],"complex,":[151],"heterogeneous":[152],"systems.":[153],"approach":[155],"represents":[156],"significant":[158],"advancement":[159],"our":[161],"understanding":[162],"prediction":[164],"dynamics":[167],"disease":[169],"propagation,":[172],"offering":[173],"robust":[175],"tool":[176],"biological":[179],"digital":[181],"epidemiology.":[182],"findings":[184],"indicate":[185],"that":[186],"enhanced":[189],"PINN-driven":[191],"estimation,":[193],"can":[194],"more":[195,205],"reflect":[197],"real-world":[198],"scenarios,":[199],"facilitating":[201],"development":[203],"effective":[206],"strategies":[207],"controlling":[209],"epidemics":[210],"mitigating":[212],"cybersecurity":[213],"threats.":[214]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-01-30T00:00:00"}