{"id":"https://openalex.org/W3145201758","doi":"https://doi.org/10.1007/s10489-021-02251-3","title":"Using extended siamese networks to provide decision support in aquaculture operations","display_name":"Using extended siamese networks to provide decision support in aquaculture operations","publication_year":2021,"publication_date":"2021-03-26","ids":{"openalex":"https://openalex.org/W3145201758","doi":"https://doi.org/10.1007/s10489-021-02251-3","mag":"3145201758"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-021-02251-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10489-021-02251-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10489-021-02251-3.pdf","source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10489-021-02251-3.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091203404","display_name":"Bj\u00f8rn Magnus Mathisen","orcid":"https://orcid.org/0000-0002-8063-1835"},"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"]},{"id":"https://openalex.org/I4210145027","display_name":"Norwegian Biodiversity Information Centre","ror":"https://ror.org/04jnzhb65","country_code":"NO","type":"facility","lineage":["https://openalex.org/I4210145027"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Bj\u00f8rn Magnus Mathisen","raw_affiliation_strings":["Department of Computer Science, Norwegian Open AI Lab, Norwegian University of Science and Technology (NTNU), Trondheim, Norway","EXPOSED Aquaculture Research Centre, Department of Computer Science, Trondheim, Norway"],"raw_orcid":"https://orcid.org/0000-0002-8063-1835","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Norwegian Open AI Lab, Norwegian University of Science and Technology (NTNU), Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"EXPOSED Aquaculture Research Centre, Department of Computer Science, Trondheim, Norway","institution_ids":["https://openalex.org/I4210145027"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005736644","display_name":"Kerstin Bach","orcid":"https://orcid.org/0000-0002-4256-7676"},"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"]},{"id":"https://openalex.org/I4210145027","display_name":"Norwegian Biodiversity Information Centre","ror":"https://ror.org/04jnzhb65","country_code":"NO","type":"facility","lineage":["https://openalex.org/I4210145027"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Kerstin Bach","raw_affiliation_strings":["Department of Computer Science, Norwegian Open AI Lab, Norwegian University of Science and Technology (NTNU), Trondheim, Norway","EXPOSED Aquaculture Research Centre, Department of Computer Science, Trondheim, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Norwegian Open AI Lab, Norwegian University of Science and Technology (NTNU), Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"EXPOSED Aquaculture Research Centre, Department of Computer Science, Trondheim, Norway","institution_ids":["https://openalex.org/I4210145027"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027911185","display_name":"Agnar Aamodt","orcid":"https://orcid.org/0000-0003-0114-8931"},"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"]},{"id":"https://openalex.org/I4210145027","display_name":"Norwegian Biodiversity Information Centre","ror":"https://ror.org/04jnzhb65","country_code":"NO","type":"facility","lineage":["https://openalex.org/I4210145027"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Agnar Aamodt","raw_affiliation_strings":["Department of Computer Science, Norwegian Open AI Lab, Norwegian University of Science and Technology (NTNU), Trondheim, Norway","EXPOSED Aquaculture Research Centre, Department of Computer Science, Trondheim, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Norwegian Open AI Lab, Norwegian University of Science and Technology (NTNU), Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"EXPOSED Aquaculture Research Centre, Department of Computer Science, Trondheim, Norway","institution_ids":["https://openalex.org/I4210145027"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5091203404"],"corresponding_institution_ids":["https://openalex.org/I204778367","https://openalex.org/I4210145027"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":{"value":3190,"currency":"USD","value_usd":3190},"fwci":2.2869,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.89563725,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"51","issue":"11","first_page":"8107","last_page":"8118"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9947999715805054,"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"}},"topics":[{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9947999715805054,"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/computer-science","display_name":"Computer science","score":0.8374786376953125},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.8252363801002502},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.7018848657608032},{"id":"https://openalex.org/keywords/aquaculture","display_name":"Aquaculture","score":0.6920357942581177},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6454111337661743},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5796104669570923},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5424360632896423},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.487138956785202},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.46847739815711975},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4539291262626648},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45016229152679443},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3337076008319855},{"id":"https://openalex.org/keywords/fish-actinopterygii","display_name":"Fish <Actinopterygii>","score":0.27895525097846985},{"id":"https://openalex.org/keywords/fishery","display_name":"Fishery","score":0.11726531386375427},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.07173380255699158}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8374786376953125},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.8252363801002502},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.7018848657608032},{"id":"https://openalex.org/C86909935","wikidata":"https://www.wikidata.org/wiki/Q188989","display_name":"Aquaculture","level":3,"score":0.6920357942581177},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6454111337661743},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5796104669570923},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5424360632896423},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.487138956785202},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.46847739815711975},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4539291262626648},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45016229152679443},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3337076008319855},{"id":"https://openalex.org/C2909208804","wikidata":"https://www.wikidata.org/wiki/Q127282","display_name":"Fish <Actinopterygii>","level":2,"score":0.27895525097846985},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.11726531386375427},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.07173380255699158},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10489-021-02251-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10489-021-02251-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10489-021-02251-3.pdf","source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:ntnuopen.ntnu.no:11250/2987435","is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/2987435","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Applied intelligence (Boston)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s10489-021-02251-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10489-021-02251-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10489-021-02251-3.pdf","source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1347930852","display_name":null,"funder_award_id":"237790","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"},{"id":"https://openalex.org/G3033124250","display_name":null,"funder_award_id":"237790","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"}],"funders":[{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"},{"id":"https://openalex.org/F4320323299","display_name":"Norges Forskningsr\u00e5d","ror":"https://ror.org/00epmv149"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3145201758.pdf","grobid_xml":"https://content.openalex.org/works/W3145201758.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W138972477","https://openalex.org/W178301238","https://openalex.org/W1544485050","https://openalex.org/W2096733369","https://openalex.org/W2126385963","https://openalex.org/W2127589108","https://openalex.org/W2142616840","https://openalex.org/W2157364932","https://openalex.org/W2253522548","https://openalex.org/W2470394683","https://openalex.org/W2751321844","https://openalex.org/W2753373187","https://openalex.org/W2761961933","https://openalex.org/W2796075508","https://openalex.org/W2941201280","https://openalex.org/W2944854257","https://openalex.org/W2962824803","https://openalex.org/W2963775347","https://openalex.org/W2970027690","https://openalex.org/W2975183808","https://openalex.org/W2988089887","https://openalex.org/W3090709414","https://openalex.org/W3091160486","https://openalex.org/W3099206234","https://openalex.org/W3102629312","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2381242807","https://openalex.org/W2751208925","https://openalex.org/W2347541121","https://openalex.org/W4288804799","https://openalex.org/W3032237421","https://openalex.org/W2080951048","https://openalex.org/W2390346111","https://openalex.org/W2065552215","https://openalex.org/W2369082698","https://openalex.org/W2401808953"],"abstract_inverted_index":{"Abstract":[0],"Aquaculture":[1],"as":[2],"an":[3,71,93],"industry":[4,42],"is":[5,86,110,138],"quickly":[6],"expanding.":[7],"As":[8],"a":[9,50,76,97,114],"result,":[10],"new":[11],"aquaculture":[12,81,94],"sites":[13,69],"are":[14,26,36],"being":[15],"established":[16],"at":[17,96],"more":[18,27],"exposed":[19],"locations":[20],"previously":[21,102],"deemed":[22],"unfit":[23],"because":[24],"they":[25],"difficult":[28],"and":[29,62,104,121,174],"resource":[30],"demanding":[31],"to":[32,54,88,112,127,146],"safely":[33],"operate":[34],"than":[35],"traditional":[37],"sites.":[38],"To":[39],"help":[40],"the":[41,90,123,148,172,175],"deal":[43],"with":[44],"these":[45,68],"challenges,":[46],"we":[47],"have":[48],"developed":[49],"decision":[51,56],"support":[52,55],"system":[53,79],"makers":[57],"in":[58,70,168],"establishing":[59],"better":[60],"plans":[61],"make":[63],"decisions":[64],"that":[65,139,157],"facilitate":[66],"operating":[67],"optimal":[72],"manner.":[73],"We":[74],"propose":[75],"case-based":[77,82],"reasoning":[78,83],"called":[80],"(AQCBR),":[84],"which":[85],"able":[87],"predict":[89],"success":[91],"of":[92,136,177],"operation":[95],"specific":[98],"site,":[99],"based":[100],"on":[101],"applied":[103],"recorded":[105,118],"cases.":[106,151],"In":[107],"particular,":[108],"AQCBR":[109,137],"trained":[111],"learn":[113,147],"similarity":[115,149,166],"function":[116],"between":[117,150],"operational":[119],"situations/cases":[120],"use":[122],"most":[124],"similar":[125],"case":[126],"provide":[128],"explanation-by-example":[129],"information":[130],"for":[131,165],"its":[132],"predictions.":[133],"The":[134],"novelty":[135],"it":[140],"uses":[141],"extended":[142,158],"Siamese":[143,159],"neural":[144,160],"networks":[145,161],"Our":[152],"extensive":[153],"experimental":[154],"evaluation":[155],"shows":[156],"outperform":[162],"state-of-the-art":[163],"methods":[164],"learning":[167],"this":[169],"task,":[170],"demonstrating":[171],"effectiveness":[173],"feasibility":[176],"our":[178],"approach.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
