{"id":"https://openalex.org/W2914143782","doi":"https://doi.org/10.1109/ssci.2018.8628868","title":"For a refoundation of Artificial Immune System research: AIS is a Design Pattern","display_name":"For a refoundation of Artificial Immune System research: AIS is a Design Pattern","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2914143782","doi":"https://doi.org/10.1109/ssci.2018.8628868","mag":"2914143782"},"language":"en","primary_location":{"id":"doi:10.1109/ssci.2018.8628868","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2018.8628868","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Symposium Series on Computational Intelligence (SSCI)","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/A5016053641","display_name":"Pierre Parrend","orcid":"https://orcid.org/0000-0002-1680-1182"},"institutions":[{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Pierre Parrend","raw_affiliation_strings":["ECAM Strasbourg-Europe, Schiltigheim ICube laboratory, University of Strasbourg Complex System Digital Campus UNESCO Unitwin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ECAM Strasbourg-Europe, Schiltigheim ICube laboratory, University of Strasbourg Complex System Digital Campus UNESCO Unitwin","institution_ids":["https://openalex.org/I68947357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088145724","display_name":"Fabio Guigou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100283","display_name":"Laboratoire des Sciences de l'Ing\u00e9nieur, de l'Informatique et de l'Imagerie","ror":"https://ror.org/00k4e5n71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2801509770","https://openalex.org/I4210095849","https://openalex.org/I4210100283","https://openalex.org/I4210159245","https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fabio Guigou","raw_affiliation_strings":["ICube laboratory Strasbourg, France IPLine, Caluire-et-Cuire, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICube laboratory Strasbourg, France IPLine, Caluire-et-Cuire, France","institution_ids":["https://openalex.org/I4210100283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041654950","display_name":"Julio Navarro","orcid":null},"institutions":[{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]},{"id":"https://openalex.org/I4210100283","display_name":"Laboratoire des Sciences de l'Ing\u00e9nieur, de l'Informatique et de l'Imagerie","ror":"https://ror.org/00k4e5n71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2801509770","https://openalex.org/I4210095849","https://openalex.org/I4210100283","https://openalex.org/I4210159245","https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Julio Navarro","raw_affiliation_strings":["ICube laboratory, University of Strasbourg, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICube laboratory, University of Strasbourg, France","institution_ids":["https://openalex.org/I4210100283","https://openalex.org/I68947357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005651131","display_name":"Aline Deruyver","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100283","display_name":"Laboratoire des Sciences de l'Ing\u00e9nieur, de l'Informatique et de l'Imagerie","ror":"https://ror.org/00k4e5n71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2801509770","https://openalex.org/I4210095849","https://openalex.org/I4210100283","https://openalex.org/I4210159245","https://openalex.org/I68947357"]},{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Aline Deruyver","raw_affiliation_strings":["ICube laboratory, University of Strasbourg, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICube laboratory, University of Strasbourg, France","institution_ids":["https://openalex.org/I4210100283","https://openalex.org/I68947357"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076376874","display_name":"Pierre Collet","orcid":"https://orcid.org/0000-0002-5284-4702"},"institutions":[{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]},{"id":"https://openalex.org/I1293226324","display_name":"UNESCO","ror":"https://ror.org/04h4z8k05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1286959531","https://openalex.org/I1293226324","https://openalex.org/I2801247003"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Collet","raw_affiliation_strings":["ICube laboratory Complex System Digital Campus UNESCO Unitwin, University of Strasbourg, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICube laboratory Complex System Digital Campus UNESCO Unitwin, University of Strasbourg, France","institution_ids":["https://openalex.org/I68947357","https://openalex.org/I1293226324"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5016053641"],"corresponding_institution_ids":["https://openalex.org/I68947357"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.17514945,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"3","issue":null,"first_page":"1122","last_page":"1129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9997000098228455,"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/T14394","display_name":"Cognitive Science and Education Research","score":0.9101999998092651,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7387283444404602},{"id":"https://openalex.org/keywords/artificial-immune-system","display_name":"Artificial immune system","score":0.7025529742240906},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6276336312294006},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5304056406021118},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4918704032897949},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.47950464487075806},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.45504748821258545},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.37173712253570557},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34210240840911865},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09116879105567932},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09061214327812195}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7387283444404602},{"id":"https://openalex.org/C93768804","wikidata":"https://www.wikidata.org/wiki/Q2518735","display_name":"Artificial immune system","level":2,"score":0.7025529742240906},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6276336312294006},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5304056406021118},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4918704032897949},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.47950464487075806},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.45504748821258545},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.37173712253570557},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34210240840911865},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09116879105567932},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09061214327812195},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ssci.2018.8628868","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2018.8628868","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05488692v1","is_oa":false,"landing_page_url":"https://univoak.hal.science/hal-05488692","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2018 IEEE Symposium Series on Computational Intelligence (SSCI), Nov 2018, Bangalore, India. pp.1122-1129, &#x27E8;10.1109/SSCI.2018.8628868&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W29164706","https://openalex.org/W1491450505","https://openalex.org/W1564594068","https://openalex.org/W1649645444","https://openalex.org/W1767780060","https://openalex.org/W1838044084","https://openalex.org/W1864710443","https://openalex.org/W1942111125","https://openalex.org/W1976046966","https://openalex.org/W1989037929","https://openalex.org/W1996482895","https://openalex.org/W2058657545","https://openalex.org/W2073076464","https://openalex.org/W2129624205","https://openalex.org/W2133039208","https://openalex.org/W2136135864","https://openalex.org/W2142087878","https://openalex.org/W2145736817","https://openalex.org/W2146122014","https://openalex.org/W2162385874","https://openalex.org/W2279944683","https://openalex.org/W2321111025","https://openalex.org/W2566611369","https://openalex.org/W2588942002","https://openalex.org/W2599169678","https://openalex.org/W2734011388","https://openalex.org/W2803328845","https://openalex.org/W2807104473","https://openalex.org/W2915593025","https://openalex.org/W4233568322","https://openalex.org/W4242702158","https://openalex.org/W4285719527","https://openalex.org/W4387091401","https://openalex.org/W6654604036","https://openalex.org/W6666018651","https://openalex.org/W6695249884","https://openalex.org/W6730974477"],"related_works":["https://openalex.org/W3169290918","https://openalex.org/W1580592754","https://openalex.org/W1567226815","https://openalex.org/W240541972","https://openalex.org/W2599157344","https://openalex.org/W2802332472","https://openalex.org/W2088728807","https://openalex.org/W2367207301","https://openalex.org/W2164098295","https://openalex.org/W4294754599"],"abstract_inverted_index":{"Despite":[0],"the":[1,6,15,37,40,48,72,78,87,97,103,106,110,120,128],"rich":[2],"research":[3],"efforts":[4],"and":[5,47,86,137],"expressive":[7],"power":[8],"of":[9,33,51,74,80,92,99,105,109,122,130,132,184],"existing":[10],"Artificial":[11,169],"Immune":[12,170],"System":[13],"models,":[14],"community":[16],"is":[17,159],"struggling":[18],"to":[19,57,71,119,126,138,147],"devise":[20],"operational":[21],"tools":[22],"that":[23,30,54,63],"go":[24],"beyond":[25],"`immunity":[26],"marketing'.":[27],"We":[28,60],"claim":[29],"this":[31],"matter":[32],"fact":[34],"lays":[35],"in":[36,156,163],"inadequacy":[38],"between":[39],"analysis":[41,94,98],"metaphors":[42],"used":[43],"for":[44,89,177],"AIS":[45],"algorithms":[46,186],"actual":[49],"requirements":[50],"distributed":[52],"systems":[53,67],"we":[55,188],"want":[56],"see":[58],"`immunized'.":[59],"strongly":[61],"believe":[62],"building":[64],"efficient":[65],"immune":[66,75],"require":[68],"going":[69],"back":[70,118],"source":[73],"model":[76],"analysis:":[77],"work":[79],"Francesco":[81],"Varela":[82],"on":[83],"cognitive":[84,93],"sciences":[85],"need":[88],"a":[90,143,148,153,160,166,174,182],"shift":[91,117],"towards":[95],"enactement,.e.":[96],"system":[100,111],"cognition":[101],"as":[102,187],"control":[104],"very":[107],"interactions":[108],"with":[112],"its":[113,140],"environment.":[114],"This":[115],"radical":[116],"origin":[121],"artificial":[123],"immunity":[124],"requires":[125],"extract":[127],"properties":[129],"interest":[131],"such":[133],"an":[134],"enacting":[135,178],"system,":[136],"characterize":[139],"implementation.":[141],"Such":[142],"`general,":[144],"reusable":[145],"solution":[146],"commonly":[149],"occurring":[150],"problem":[151],"within":[152],"given":[154],"context":[155],"software":[157,164],"design'":[158],"well-known":[161],"artefact":[162],"engineering:":[165],"Design":[167,175],"Pattern.":[168],"Systems":[171],"are":[172],"thus":[173],"Pattern":[176],"software,":[179],"rather":[180],"than":[181],"family":[183],"bio-inspired":[185],"usually":[189],"consider.":[190]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
