{"id":"https://openalex.org/W1983267378","doi":"https://doi.org/10.1145/1102256.1102290","title":"Smart problem solving environment for medical decision support","display_name":"Smart problem solving environment for medical decision support","publication_year":2005,"publication_date":"2005-06-25","ids":{"openalex":"https://openalex.org/W1983267378","doi":"https://doi.org/10.1145/1102256.1102290","mag":"1983267378"},"language":"en","primary_location":{"id":"doi:10.1145/1102256.1102290","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1102256.1102290","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th annual workshop on Genetic and evolutionary computation","raw_type":"proceedings-article"},"type":"conference-paper","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/A5040494006","display_name":"Andrei Petrovski","orcid":"https://orcid.org/0000-0002-0987-2791"},"institutions":[{"id":"https://openalex.org/I522815984","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703","country_code":"GB","type":"education","lineage":["https://openalex.org/I522815984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrei Petrovski","raw_affiliation_strings":["The Robert Gordon University, Aberdeen, Scotland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Robert Gordon University, Aberdeen, Scotland","institution_ids":["https://openalex.org/I522815984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027645309","display_name":"John McCall","orcid":"https://orcid.org/0000-0003-1738-7056"},"institutions":[{"id":"https://openalex.org/I522815984","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703","country_code":"GB","type":"education","lineage":["https://openalex.org/I522815984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"John McCall","raw_affiliation_strings":["The Robert Gordon University, Aberdeen, Scotland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Robert Gordon University, Aberdeen, Scotland","institution_ids":["https://openalex.org/I522815984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I522815984"],"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":"152","last_page":"158"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11829","display_name":"Mathematical Biology Tumor Growth","score":0.9599000215530396,"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"}},"topics":[{"id":"https://openalex.org/T11829","display_name":"Mathematical Biology Tumor Growth","score":0.9599000215530396,"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"}},{"id":"https://openalex.org/T11287","display_name":"Cancer Genomics and Diagnostics","score":0.9222999811172485,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.753867506980896},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7307952642440796},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6832830905914307},{"id":"https://openalex.org/keywords/problem-solving-environment","display_name":"Problem solving environment","score":0.6479955315589905},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5889403820037842},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5230463743209839},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5051539540290833},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.45809847116470337},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4558717906475067},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.45559927821159363},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.44813451170921326},{"id":"https://openalex.org/keywords/grid-computing","display_name":"Grid computing","score":0.4440966844558716},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30641740560531616},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26693055033683777},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.14228776097297668},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09770092368125916},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.07531368732452393}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.753867506980896},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7307952642440796},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6832830905914307},{"id":"https://openalex.org/C2780665868","wikidata":"https://www.wikidata.org/wiki/Q7246952","display_name":"Problem solving environment","level":2,"score":0.6479955315589905},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5889403820037842},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5230463743209839},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5051539540290833},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.45809847116470337},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4558717906475067},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.45559927821159363},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.44813451170921326},{"id":"https://openalex.org/C70429105","wikidata":"https://www.wikidata.org/wiki/Q249999","display_name":"Grid computing","level":3,"score":0.4440966844558716},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30641740560531616},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26693055033683777},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.14228776097297668},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09770092368125916},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.07531368732452393},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1102256.1102290","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1102256.1102290","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th annual workshop on Genetic and evolutionary computation","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.487.4655","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.487.4655","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.york.ac.uk/rts/docs/GECCO_2005/Workshop and tutorials/gecco05/papers/0152.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W639940173","https://openalex.org/W1519358900","https://openalex.org/W1560883996","https://openalex.org/W1781944587","https://openalex.org/W1965503222","https://openalex.org/W1985494972","https://openalex.org/W1992843940","https://openalex.org/W1997571542","https://openalex.org/W2011274936","https://openalex.org/W2036132399","https://openalex.org/W2058565703","https://openalex.org/W2075334321","https://openalex.org/W2086590865","https://openalex.org/W2096160662","https://openalex.org/W2114583524","https://openalex.org/W2129019905","https://openalex.org/W2161227853","https://openalex.org/W6646423978"],"related_works":["https://openalex.org/W3019402777","https://openalex.org/W1968246720","https://openalex.org/W1514734995","https://openalex.org/W1485908060","https://openalex.org/W2987098544","https://openalex.org/W15668764","https://openalex.org/W2003995448","https://openalex.org/W1543628123","https://openalex.org/W1535843807","https://openalex.org/W2349193758"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,54],"medical":[4],"problem":[5,69,77],"solving":[6,70],"environment":[7,71],"(PSE)":[8],"designed":[9],"for":[10],"modelling,":[11],"simulation,":[12],"and":[13,33,46,56,61,73],"optimisation":[14],"of":[15,63],"clinical":[16],"cancer":[17],"chemotherapy.":[18],"In":[19],"order":[20],"to":[21,49,75],"find":[22],"optimal":[23],"chemotherapeutic":[24],"treatments,":[25],"two":[26],"population-based":[27],"evolutionary":[28],"algorithms":[29,65],"--":[30,37],"Genetic":[31],"Algorithms":[32],"Particle":[34],"Swarm":[35],"Optimisation":[36],"have":[38],"been":[39],"applied,":[40],"which":[41],"can":[42],"use":[43],"web":[44],"services":[45],"grid":[47],"computing":[48],"evaluate":[50],"potential":[51],"solutions":[52],"in":[53],"distributed":[55],"customizable":[57],"manner.":[58],"The":[59],"versatility":[60],"robustness":[62],"these":[64],"make":[66],"the":[67],"suggested":[68],"scalable":[72],"adaptable":[74],"other":[76],"domains.":[78]},"counts_by_year":[{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}