{"id":"https://openalex.org/W7170802129","doi":"https://doi.org/10.5281/zenodo.21531272","title":"Multi-Source Domain Generalization with Few-Shot Calibration for Cross-Dataset EEG Hypnosis Depth Classification under Proxy Labels","display_name":"Multi-Source Domain Generalization with Few-Shot Calibration for Cross-Dataset EEG Hypnosis Depth Classification under Proxy Labels","publication_year":2026,"publication_date":"2026-07-24","ids":{"openalex":"https://openalex.org/W7170802129","doi":"https://doi.org/10.5281/zenodo.21531272"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.21531272","doi":"https://doi.org/10.5281/zenodo.21531272","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21531272","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,"listed_in":[],"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":"Software"},"volume":null,"type":"software","is_traditional":false,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.21531272","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5143589747","display_name":"Zexiao Weng","orcid":"https://orcid.org/0009-0009-8600-8954","observed_orcids":["https://orcid.org/0009-0009-8600-8954"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Weng, Zexiao","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0009-8600-8954","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5135911567","display_name":"Minpo Jung","orcid":"https://orcid.org/0009-0003-3369-757X","observed_orcids":["https://orcid.org/0009-0003-3369-757X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jung, Minpo","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0003-3369-757X","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"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":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.5268999934196472,"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"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.5268999934196472,"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"}},{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.4641000032424927,"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"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.002099999925121665,"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/proxy-labels","display_name":"proxy labels","score":0.734000027179718},{"id":"https://openalex.org/keywords/multi-source-domain-generalization","display_name":"multi-source domain generalization","score":0.8930000066757202},{"id":"https://openalex.org/keywords/cross-dataset-transfer","display_name":"cross-dataset transfer","score":0.8880000114440918},{"id":"https://openalex.org/keywords/spectral-properties","display_name":"spectral properties","score":0.5820000171661377},{"id":"https://openalex.org/keywords/mahalanobis-distance","display_name":"Mahalanobis distance","score":0.6809999942779541},{"id":"https://openalex.org/keywords/focal-loss","display_name":"focal loss","score":0.5799999833106995},{"id":"https://openalex.org/keywords/shap","display_name":"SHAP","score":0.6859999895095825},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.4259999990463257},{"id":"https://openalex.org/keywords/eegnet","display_name":"EEGNet","score":0.7620000243186951},{"id":"https://openalex.org/keywords/majority-class-bias","display_name":"majority class bias","score":0.42899999022483826},{"id":"https://openalex.org/keywords/zero-shot-transfer","display_name":"zero-shot transfer","score":0.5789999961853027},{"id":"https://openalex.org/keywords/label-recovery","display_name":"label recovery","score":0.3720000088214874}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7551000118255615},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5322999954223633},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.4975000023841858},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.49050000309944153},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.47290000319480896},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.3928000032901764},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.38089999556541443},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.37549999356269836},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.37220001220703125},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36329999566078186},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.36149999499320984},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.361299991607666},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35929998755455017},{"id":"https://openalex.org/C512654426","wikidata":"https://www.wikidata.org/wiki/Q19652","display_name":"Public domain","level":2,"score":0.3285999894142151},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.31949999928474426},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.3190000057220459},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.3176000118255615},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.3012000024318695},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3001999855041504},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.29739999771118164},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.2847000062465668},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.2782999873161316},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.2777000069618225},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.2712000012397766},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.2702000141143799},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.26570001244544983},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.26429998874664307},{"id":"https://openalex.org/C2780148112","wikidata":"https://www.wikidata.org/wiki/Q1432581","display_name":"Proxy (statistics)","level":2,"score":0.2624000012874603},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.2599000036716461},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.2587999999523163},{"id":"https://openalex.org/C2780416260","wikidata":"https://www.wikidata.org/wiki/Q2063","display_name":"JSON","level":2,"score":0.2574999928474426}],"mesh":[],"locations_count":16,"locations":[{"id":"doi:10.5281/zenodo.21531272","doi":"https://doi.org/10.5281/zenodo.21531272","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21531272","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,"listed_in":[],"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":"Software"},{"id":"doi:10.5281/zenodo.21531273","doi":"https://doi.org/10.5281/zenodo.21531273","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21531273","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,"listed_in":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Software"},{"id":"doi:10.5281/zenodo.21615860","doi":"https://doi.org/10.5281/zenodo.21615860","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21615860","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,"listed_in":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Software"},{"id":"doi:10.5281/zenodo.21833478","doi":"https://doi.org/10.5281/zenodo.21833478","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21833478","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,"listed_in":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Software"},{"id":"doi:10.5281/zenodo.21913795","doi":"https://doi.org/10.5281/zenodo.21913795","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21913795","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,"listed_in":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Software"},{"id":"doi:10.5281/zenodo.21914386","doi":"https://doi.org/10.5281/zenodo.21914386","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21914386","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,"listed_in":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Software"},{"id":"doi:10.5281/zenodo.21915401","doi":"https://doi.org/10.5281/zenodo.21915401","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21915401","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,"listed_in":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Software"},{"id":"doi:10.5281/zenodo.21915507","doi":"https://doi.org/10.5281/zenodo.21915507","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21915507","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,"listed_in":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Software"},{"id":"doi:10.5281/zenodo.21917516","doi":"https://doi.org/10.5281/zenodo.21917516","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21917516","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,"listed_in":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Software"},{"id":"doi:10.5281/zenodo.21917896","doi":"https://doi.org/10.5281/zenodo.21917896","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21917896","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,"listed_in":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Software"},{"id":"doi:10.5281/zenodo.21918606","doi":"https://doi.org/10.5281/zenodo.21918606","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21918606","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,"listed_in":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Software"},{"id":"doi:10.5281/zenodo.21919068","doi":"https://doi.org/10.5281/zenodo.21919068","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21919068","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,"listed_in":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Software"},{"id":"doi:10.5281/zenodo.21920757","doi":"https://doi.org/10.5281/zenodo.21920757","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21920757","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,"listed_in":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Software"},{"id":"doi:10.5281/zenodo.21920943","doi":"https://doi.org/10.5281/zenodo.21920943","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21920943","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,"listed_in":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Software"},{"id":"doi:10.5281/zenodo.21922749","doi":"https://doi.org/10.5281/zenodo.21922749","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21922749","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,"listed_in":[],"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":"Software"},{"id":"doi:10.5281/zenodo.21922961","doi":"https://doi.org/10.5281/zenodo.21922961","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21922961","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,"listed_in":[],"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":"Software"}],"best_oa_location":{"id":"doi:10.5281/zenodo.21531272","doi":"https://doi.org/10.5281/zenodo.21531272","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21531272","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,"listed_in":[],"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":"Software"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7203441605","https://openalex.org/W7154526894","https://openalex.org/W4413017584","https://openalex.org/W7125958290","https://openalex.org/W6963573080","https://openalex.org/W4416723248","https://openalex.org/W4412457545","https://openalex.org/W7131346926","https://openalex.org/W6906314243","https://openalex.org/W7204094286"],"abstract_inverted_index":{"Repository.":[0],"This":[1,258],"archive":[2,249,474],"is":[3,34,259],"the":[4,11,35,44,137,142,147,153,164,180,191,255,310,373,389,409,472,476,480,538],"versioned":[5,497],"software":[6],"and":[7,52,98,141,188,214,232,290,343,383,405,429,448,458,522,533,540],"results":[8],"companion":[9],"to":[10,79,304,307,309,388,433,445,470,495,510],"manuscript":[12,143,410,539],"\"Multi-Source":[13],"Domain":[14],"Generalization":[15],"with":[16,85,337,372,393,475],"Few-Shot":[17],"Calibration":[18],"for":[19,56,277,326,397,426,452,516],"Cross-Dataset":[20],"EEG":[21,65,72,159],"Hypnosis":[22],"Depth":[23],"Classification":[24],"under":[25,135,169],"Proxy":[26],"Labels\".":[27],"The":[28,41,74,199,248,268,489],"continuously":[29],"updated":[30],"source":[31,46,96],"of":[32,62,186,263,365,408],"record":[33,498],"public":[36,166],"GitHub":[37,394,465,485,534,546],"repository":[38,148],"https://github.com/korose523/Hypnotise.":[39],"Scope.":[40],"deposit":[42],"contains":[43],"complete":[45,449,513],"code,":[47],"experiment":[48],"scripts,":[49,128],"configuration":[50,129],"files,":[51],"result":[53],"JSON":[54],"files":[55,182,478],"a":[57,80,228,234,260,402,412],"multi-source":[58],"domain":[59,230],"generalization":[60],"study":[61],"proxy-labeled":[63],"cross-dataset":[64],"state":[66],"classification":[67],"spanning":[68],"8":[69,107],"publicly":[70,265],"available":[71,266],"datasets.":[73],"framework":[75],"aligns":[76],"heterogeneous":[77],"datasets":[78],"common":[81],"14-channel":[82],"EPOC+":[83],"representation":[84],"63-dimensional":[86],"spectral":[87],"features,":[88],"trains":[89],"Random":[90],"Forest":[91],"classifiers":[92],"on":[93],"7":[94],"diverse":[95],"domains,":[97],"evaluates":[99],"zero-shot":[100,311],"transfer":[101],"versus":[102],"few-shot":[103],"target-domain":[104],"calibration":[105,222],"across":[106],"held-out":[108],"target":[109],"domains.":[110],"Contents.":[111],"Reproducible":[112],"runners":[113],"(run_exp101_reproducible.py,":[114],"run_exp101_v2_mitigation.py,":[115],"run_exp104_eegnet_reproducible.py,":[116],"run_exp104_v2_focal.py),":[117],"Mahalanobis-weighted":[118],"WFSC":[119],"benchmark":[120],"(scripts/exp103_*,":[121],"shared/mahalanobis_wfsc.py),":[122],"SHAP":[123],"diagnostics":[124],"(analyze_shap_rf.py),":[125],"dataset":[126,442,507],"preprocessing/label-recovery":[127],"(config.yaml,":[130],"requirements.txt),":[131],"all":[132],"experimental":[133],"outputs":[134],"results/,":[136],"STROBE/TRIPOD-AI":[138],"reporting":[139],"checklist,":[140],"source.":[144],"Reproduction.":[145],"From":[146],"root,":[149],"python":[150],"run_exp101_reproducible.py":[151],"regenerates":[152],"headline":[154],"LODO":[155],"results.":[156],"All":[157],"raw":[158,181],"recordings":[160],"are":[161,176,183,203,215,224],"obtained":[162],"from":[163,206],"original":[165,192],"sources":[167],"listed":[168],"Related":[170],"identifiers;":[171],"only":[172],"derived":[173,205],"intermediate":[174],"matrices":[175],"redistributed":[177],"here,":[178],"as":[179],"large":[184],"(tens":[185],"GB)":[187],"governed":[189],"by":[190,227,314],"data-use":[193],"licenses.":[194],"Important":[195],"caveats":[196],"(proxy":[197],"labels).":[198],"three-class":[200,241],"Awake/Light/Deep":[201],"labels":[202],"proxies":[204],"task":[207],"conditions,":[208],"event-phase":[209],"markers,":[210],"or":[211,368],"arousal":[212],"self-reports,":[213],"not":[216],"validated":[217],"clinical":[218],"hypnosis-depth":[219],"scores.":[220],"Aggregate":[221],"gains":[223],"driven":[225],"primarily":[226],"single":[229],"(ds006437)":[231],"reflect":[233],"majority-class":[235],"flip":[236],"rather":[237],"than":[238],"genuine":[239],"cross-domain":[240],"discrimination":[242],"(balanced":[243],"accuracy":[244],"remains":[245],"at":[246,367,464,545],"chance).":[247],"documents":[250],"these":[251],"limitations":[252],"transparently;":[253],"see":[254],"manuscript.":[256],"Ethics.":[257],"secondary":[261,279],"analysis":[262,280],"de-identified,":[264],"data.":[267],"authors'":[269],"institutional":[270],"IRB":[271],"(Youngsan":[272],"University":[273],"IRB)":[274],"granted":[275],"exemption":[276],"this":[278,496],"(exemption":[281],"No.":[282],"YSUIRB-202607-HR-219-02,":[283],"2026-07-22).":[284],"No":[285],"new":[286],"participants":[287],"were":[288],"recruited":[289],"no":[291],"identifiable":[292],"information":[293],"was":[294],"accessed.":[295],"v1.0.3:":[296],"corrected":[297],"Table":[298,437],"10":[299],"domain-generalization":[300],"baseline":[301],"accuracies":[302],"(SEED":[303],"DREAMER,":[305],"SEED":[306],"DEAP)":[308],"values":[312],"reproduced":[313],"run_exp105_da_baselines.py.":[315],"v1.0.4:":[316],"applied":[317,356,401],"remaining":[318,357],"PONE":[319,358],"reviewer-report":[320,359],"items":[321,360],"B1":[322],"(evaluation-subset":[323],"class":[324],"counts":[325],"ds006437":[327],"reported":[328],"in":[329,341,351,381],"\u00a74.4),":[330],"B16":[331],"(Wilcoxon":[332],"signed-rank":[333],"statistic":[334],"V=1,329,":[335],"Z\u2248\u22124.11":[336],"explicit":[338],"zero-difference":[339],"handling":[340],"\u00a73.5),":[342],"B17":[344],"(Overall":[345],"SD":[346],"over":[347],"n=160":[348],"observations":[349],"noted":[350],"Tables":[352],"3\u20134":[353],"captions).":[354],"v1.0.5:":[355],"A3":[361],"(replaced":[362],"residual":[363],"'five":[364],"eight":[366],"below":[369],"chance":[370],"(33.3%)'":[371],"verified":[374],"1-learnable":[375],"/":[376,378,484],"2-marginal":[377],"5-noise":[379],"taxonomy":[380],"\u00a75.1)":[382],"A9":[384],"(archive":[385],"citations":[386],"moved":[387],"concept":[390,490,528],"DOI":[391,483,491,529],"10.5281/zenodo.21531272":[392,492],"tag":[395,466,486,535,547],"v1.0.5":[396],"unambiguous":[398],"reproducibility).":[399],"v1.0.12:":[400],"systematic":[403,504],"terminology-consistency":[404,505],"technical-expression":[406],"review":[407],"plus":[411],"full":[413],"audit":[414],"pass.":[415,488],"Changes":[416,500],"include:":[417],"en/US":[418],"spelling":[419],"unification;":[420,423],"within-/cross-dataset":[421],"terminology":[422],"first-use":[424],"definitions":[425],"WFSC,":[427],"ZS":[428],"RF;":[430],"eigendecomposition":[431],"renamed":[432],"generalized":[434],"eigenvalue":[435],"decomposition;":[436],"14":[438],"reproducibility":[439],"filename":[440],"correction;":[441],"name":[443,508],"normalized":[444,509],"SEED-IV":[446,511],"(D10);":[447,512],"page":[450,514],"numbers":[451,515],"AAAI":[453,517],"references":[454,518],"[12]":[455,519],"(pp.":[456,460,520,524],"3490-3497)":[457,521],"[14]":[459,523],"2058-2065).":[461],"Companion":[462,543],"code":[463,544],"v1.0.12.":[467],"v1.0.13:":[468],"re-published":[469],"align":[471],"deposited":[473],"submission":[477],"after":[479],"global":[481],"Zenodo":[482,527],"unification":[487],"now":[493],"resolves":[494],"(21922961).":[499],"carried":[501],"since":[502],"v1.0.11:":[503],"review;":[506],"2058-2065);":[525],"unified":[526],"+":[530],"versioned-record":[531],"citation":[532],"v1.0.13":[536],"throughout":[537],"S2":[541],"checklist.":[542],"v1.0.13.":[548]},"counts_by_year":[],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2026-07-25T00:00:00"}
