{"id":"https://openalex.org/W6967996454","doi":"https://doi.org/10.5281/zenodo.14226364","title":"IOH-Xplainer - code, experiments and results","display_name":"IOH-Xplainer - code, experiments and results","publication_year":2024,"publication_date":"2024-11-26","ids":{"openalex":"https://openalex.org/W6967996454","doi":"https://doi.org/10.5281/zenodo.14226364"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.14226364","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.14226364","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"dataset"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.14226364","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"van Stein, Niki","orcid":"https://orcid.org/0000-0002-0013-7969"},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"van Stein, Niki","raw_affiliation_strings":["Leiden University"],"raw_orcid":"https://orcid.org/0000-0002-0013-7969","affiliations":[{"raw_affiliation_string":"Leiden University","institution_ids":["https://openalex.org/I121797337"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Vermetten, Diederick","orcid":"https://orcid.org/0000-0003-3040-7162"},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Vermetten, Diederick","raw_affiliation_strings":["Leiden University"],"raw_orcid":"https://orcid.org/0000-0003-3040-7162","affiliations":[{"raw_affiliation_string":"Leiden University","institution_ids":["https://openalex.org/I121797337"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kononova, Anna V.","orcid":"https://orcid.org/0000-0002-4138-7024"},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Kononova, Anna V.","raw_affiliation_strings":["Leiden University"],"raw_orcid":"https://orcid.org/0000-0002-4138-7024","affiliations":[{"raw_affiliation_string":"Leiden University","institution_ids":["https://openalex.org/I121797337"]}]},{"author_position":"last","author":{"id":null,"display_name":"B\u00e4ck, Thomas","orcid":"https://orcid.org/0000-0001-6768-1478"},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"B\u00e4ck, Thomas","raw_affiliation_strings":["Leiden University"],"raw_orcid":"https://orcid.org/0000-0001-6768-1478","affiliations":[{"raw_affiliation_string":"Leiden University","institution_ids":["https://openalex.org/I121797337"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.8144999742507935},{"id":"https://openalex.org/keywords/directory","display_name":"Directory","score":0.6377999782562256},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.5636000037193298},{"id":"https://openalex.org/keywords/file-format","display_name":"File format","score":0.2759999930858612},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.27090001106262207}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.8144999742507935},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7698000073432922},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.6414999961853027},{"id":"https://openalex.org/C2777683733","wikidata":"https://www.wikidata.org/wiki/Q201456","display_name":"Directory","level":2,"score":0.6377999782562256},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.5636000037193298},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.40849998593330383},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.38530001044273376},{"id":"https://openalex.org/C97250363","wikidata":"https://www.wikidata.org/wiki/Q235557","display_name":"File format","level":2,"score":0.2759999930858612},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.273499995470047},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.27090001106262207},{"id":"https://openalex.org/C2780154274","wikidata":"https://www.wikidata.org/wiki/Q7126717","display_name":"Download","level":2,"score":0.2646999955177307},{"id":"https://openalex.org/C171730128","wikidata":"https://www.wikidata.org/wiki/Q5227290","display_name":"Data file","level":2,"score":0.26159998774528503},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.25609999895095825}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5281/zenodo.14226364","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.14226364","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"dataset"}],"best_oa_location":{"id":"doi:10.5281/zenodo.14226364","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.14226364","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"dataset"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"README":[0],"Steps":[1],"to":[2,14],"reproduce":[3],"the":[4,9,16,21,37,74,87,91,122,137,146,162,170],"experiments":[5,92],"/":[6],"figures":[7],"from":[8],"paper.":[10],"First":[11],"we":[12],"need":[13],"setup":[15],"environment.":[17],"Download":[18],"and":[19,66],"unzip":[20],"repository.zip.":[22],"Create":[23],"a":[24,96,104,107],"new":[25],"directory":[26,39],"called":[27],"output":[28],"(for":[29],"storing":[30],"all":[31,79,150],"results).":[32],"You":[33],"should":[34],"now":[35],"have":[36,61],"following":[38],"structure:":[40],"/iohxplainer/":[41],"(with":[42],".py":[43],"files)":[44],"/experiments/":[45],"/experiments/cma_es_AAC-notebook.ipynb":[46],"/experiments/de_AAC-notebook.ipynb":[47],"/experiments/*.py":[48],"files":[49,124,139],"/output/":[50],"/de_final_processed_new.pkl":[51],"/cma_final_processed_new.pkl":[52],"/ela-features-cma.pkl":[53],"/ela-features-de.pkl":[54],"/pyproject.toml":[55],"/README.md":[56],"/poetry.lock":[57],"Make":[58],"sure":[59],"you":[60],"Poetry":[62],"1.7.1":[63],"(or":[64],"higher)":[65],"Python":[67],"3.10":[68],"installed.":[69],"Run":[70,78],"`poetry":[71],"install`":[72],"in":[73,125],"root":[75],"directory.":[76],"(OPTIONAL!!!)":[77],"Modular":[80,83],"DE":[81],"or":[82],"CMA":[84],"configurations":[85,151],"using":[86,152,165,184],"(de|cma_es)_run-configurations.py":[88],"file":[89,98,174],"(in":[90],"folder),":[93],"this":[94,116,126],"writes":[95],"pkl":[97,123],"as":[99,121,172],"result.":[100],"This":[101],"step":[102,117],"takes":[103],"month":[105],"on":[106],"supercomputer":[108],"with":[109,140],"120":[110],"cores.":[111],"The":[112],"processed":[113],"results":[114],"of":[115,149],"are":[118],"already":[119],"available":[120],"repository.":[127],"(OPTIONAL,":[128],"ONLY":[129],"RUN":[130,133],"IF":[131],"YOU":[132],"STEP":[134],"6)":[135],"Pre-process":[136],"pickle":[138],"poetry":[141,154,166],"run":[142,155,167],"python":[143,156],"experiments/(de|cma_es)_process_pkl.py.":[144],"Analyse":[145],"performance":[147],"data":[148],"IOH-Xplainer":[153],"experiments/(de/cma_es)_analyze.py":[157],"(Expected":[158,176,187],"runtime=24":[159],"hours)":[160],"Compare":[161],"two":[163],"frameworks":[164],"pythonexperiments/compare_de_cma.py.":[168],"Writes":[169],"result":[171],"latex":[173],"(compare-new.tex).":[175],"runtime=1":[177],"hour)":[178],"Perform":[179],"automated":[180],"algorithm":[181],"configuration":[182],"experiment":[183],"experiments/(de|cma_es)_AAC-notebook.ipynb":[185],"files.":[186],"runtime":[188],"=":[189],"2":[190],"hours":[191],"per":[192],"file)":[193]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
