{"id":"https://openalex.org/W4297679065","doi":"https://doi.org/10.1145/3549737.3549745","title":"Resource-effective exploration of tumor treatments with multi-scale simulations","display_name":"Resource-effective exploration of tumor treatments with multi-scale simulations","publication_year":2022,"publication_date":"2022-09-07","ids":{"openalex":"https://openalex.org/W4297679065","doi":"https://doi.org/10.1145/3549737.3549745"},"language":"en","primary_location":{"id":"doi:10.1145/3549737.3549745","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3549737.3549745","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th Hellenic Conference on Artificial Intelligence","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/A5040674565","display_name":"Vasileios Stavropoulos","orcid":"https://orcid.org/0000-0001-6964-4662"},"institutions":[{"id":"https://openalex.org/I4387152169","display_name":"Institute of Informatics & Telecommunications","ror":"https://ror.org/0396t6k89","country_code":null,"type":"facility","lineage":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]},{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Vasileios Stavropoulos","raw_affiliation_strings":["Institute of Informatics and Telecommunications, NCSR 'Demokritos', Greece"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics and Telecommunications, NCSR 'Demokritos', Greece","institution_ids":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078361475","display_name":"Evangelos Michelioudakis","orcid":"https://orcid.org/0000-0002-8133-7347"},"institutions":[{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]},{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Evangelos Michelioudakis","raw_affiliation_strings":["Institute of Informatics and Telecommunications, NCSR 'Demokritos', Greece and Department of Informatics and Telecommunications, National and Kapodistrian University of Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics and Telecommunications, NCSR 'Demokritos', Greece and Department of Informatics and Telecommunications, National and Kapodistrian University of Athens, Greece","institution_ids":["https://openalex.org/I203474044","https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086892944","display_name":"Charilaos Akasiadis","orcid":"https://orcid.org/0000-0003-0785-4036"},"institutions":[{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]},{"id":"https://openalex.org/I4387152169","display_name":"Institute of Informatics & Telecommunications","ror":"https://ror.org/0396t6k89","country_code":null,"type":"facility","lineage":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Charilaos Akasiadis","raw_affiliation_strings":["Institute of Informatics and Telecommunications, NCSR 'Demokritos', Greece"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics and Telecommunications, NCSR 'Demokritos', Greece","institution_ids":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076689521","display_name":"Alexander Artikis","orcid":"https://orcid.org/0000-0001-6899-4599"},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]},{"id":"https://openalex.org/I4387152169","display_name":"Institute of Informatics & Telecommunications","ror":"https://ror.org/0396t6k89","country_code":null,"type":"facility","lineage":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]},{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Alexander Artikis","raw_affiliation_strings":["Department of Maritime Studies, University of Piraeus, Greece and Institute of Informatics and Telecommunications, NCSR 'Demokritos', Greece"],"affiliations":[{"raw_affiliation_string":"Department of Maritime Studies, University of Piraeus, Greece and Institute of Informatics and Telecommunications, NCSR 'Demokritos', Greece","institution_ids":["https://openalex.org/I154757721","https://openalex.org/I203474044","https://openalex.org/I4387152169"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040674565"],"corresponding_institution_ids":["https://openalex.org/I203474044","https://openalex.org/I4387152169"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13913204,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11287","display_name":"Cancer Genomics and Diagnostics","score":0.9889000058174133,"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"}},"topics":[{"id":"https://openalex.org/T11287","display_name":"Cancer Genomics and Diagnostics","score":0.9889000058174133,"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"}},{"id":"https://openalex.org/T11235","display_name":"Statistical Methods in Clinical Trials","score":0.9836000204086304,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9830999970436096,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.8485075831413269},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7468622922897339},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.6330022811889648},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6216411590576172},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.5383442640304565},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.488075852394104},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4730117619037628},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44175225496292114},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.410488098859787},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34238147735595703},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32360363006591797},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.13697445392608643},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.11548388004302979}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.8485075831413269},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7468622922897339},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.6330022811889648},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6216411590576172},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.5383442640304565},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.488075852394104},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4730117619037628},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44175225496292114},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.410488098859787},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34238147735595703},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32360363006591797},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.13697445392608643},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.11548388004302979},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3549737.3549745","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3549737.3549745","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th Hellenic Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1128809682","https://openalex.org/W1673310716","https://openalex.org/W1901595265","https://openalex.org/W1991238353","https://openalex.org/W1999817264","https://openalex.org/W2003081615","https://openalex.org/W2036950253","https://openalex.org/W2046776183","https://openalex.org/W2093807449","https://openalex.org/W2150593711","https://openalex.org/W2154061444","https://openalex.org/W2168020168","https://openalex.org/W2600452401","https://openalex.org/W2949797623","https://openalex.org/W2951213949","https://openalex.org/W2990290777","https://openalex.org/W2990689795","https://openalex.org/W3148709032","https://openalex.org/W4231029117"],"related_works":["https://openalex.org/W2384867379","https://openalex.org/W4400094300","https://openalex.org/W2329539859","https://openalex.org/W2227905990","https://openalex.org/W2765823764","https://openalex.org/W3214280620","https://openalex.org/W3191490922","https://openalex.org/W2794038527","https://openalex.org/W2327638088","https://openalex.org/W2151092287"],"abstract_inverted_index":{"Machine":[0],"learning":[1],"is":[2,105],"regularly":[3],"used":[4,39],"to":[5,37,48,97,106,116],"interpret":[6],"and":[7,12,42,80,83,99,123,132],"analyze":[8],"information":[9],"from":[10,16],"large":[11],"complex":[13],"datasets":[14],"originating":[15],"numerous":[17],"fields.":[18],"In":[19,51],"Bioinformatics,":[20],"the":[21,62,126],"exploration":[22,59],"of":[23,46,64],"potentially":[24],"beneficial":[25],"drug":[26,67],"configurations":[27],"for":[28,61],"tumor":[29],"treatments":[30,119],"via":[31],"simulations":[32],"requires":[33],"multiple":[34],"processing":[35],"units":[36],"be":[38,49],"in":[40,87,109,120],"parallel":[41],"a":[43,56,65,72],"considerable":[44],"amount":[45],"time":[47,98],"completed.":[50],"this":[52,110],"paper,":[53],"we":[54,76],"apply":[55],"state-of-the-art":[57],"model":[58],"workflow":[60],"characterization":[63],"new":[66],"configuration":[68],"parameter":[69,111],"space,":[70],"using":[71],"redesigned":[73],"simulator.":[74],"Moreover,":[75],"incorporate":[77],"different":[78],"clustering":[79],"optimization":[81],"approaches":[82],"compare":[84],"their":[85],"performance":[86],"in-silico":[88],"simulation":[89],"trials":[90],"on":[91],"high-performance":[92],"computing":[93],"infrastructure,":[94],"with":[95],"respect":[96],"resource":[100],"efficiency.":[101],"The":[102],"overall":[103],"goal":[104],"discover":[107],"regions":[108],"space":[112],"that":[113],"can":[114],"lead":[115],"more":[117,130],"viable":[118],"reasonable":[121],"time,":[122],"thus":[124],"guide":[125],"related":[127],"research":[128],"towards":[129],"focused":[131],"effective":[133],"real-world":[134],"trials.":[135]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
