{"id":"https://openalex.org/W4404667241","doi":"https://doi.org/10.5220/0013017400003886","title":"Prediction of Alzheimer Disease on the DARWIN Dataset with Dimensionality Reduction and Explainability Techniques","display_name":"Prediction of Alzheimer Disease on the DARWIN Dataset with Dimensionality Reduction and Explainability Techniques","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4404667241","doi":"https://doi.org/10.5220/0013017400003886"},"language":"en","primary_location":{"id":"doi:10.5220/0013017400003886","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013017400003886","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Conference on Explainable AI for Neural and Symbolic Methods","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0013017400003886","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052863163","display_name":"Alexandre Moreira","orcid":"https://orcid.org/0000-0002-0609-1703"},"institutions":[{"id":"https://openalex.org/I203847022","display_name":"Instituto Polit\u00e9cnico de Lisboa","ror":"https://ror.org/04ea70f07","country_code":"PT","type":"education","lineage":["https://openalex.org/I203847022"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Alexandre Moreira","raw_affiliation_strings":["ISEL, Instituto Superior de Engenharia de Lisboa, Instituto Polit\u00e9cnico de Lisboa, Portugal","ISEL, Instituto Superior de Engenharia de Lisboa, Instituto Polit\u00e9cnico de Lisboa, Portugal, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"ISEL, Instituto Superior de Engenharia de Lisboa, Instituto Polit\u00e9cnico de Lisboa, Portugal","institution_ids":["https://openalex.org/I203847022"]},{"raw_affiliation_string":"ISEL, Instituto Superior de Engenharia de Lisboa, Instituto Polit\u00e9cnico de Lisboa, Portugal, --- Select a Country ---","institution_ids":["https://openalex.org/I203847022"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027539760","display_name":"Artur Ferreira","orcid":"https://orcid.org/0000-0002-6508-0932"},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]},{"id":"https://openalex.org/I203847022","display_name":"Instituto Polit\u00e9cnico de Lisboa","ror":"https://ror.org/04ea70f07","country_code":"PT","type":"education","lineage":["https://openalex.org/I203847022"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Artur Ferreira","raw_affiliation_strings":["ISEL, Instituto Superior de Engenharia de Lisboa, Instituto Polit\u00e9cnico de Lisboa, Portugal","Instituto de Telecomunica\u00e7\u00f5es, Lisboa, Portugal","Instituto de Telecomunica\u00e7\u00f5es, Lisboa, Portugal, --- Select a Country ---","ISEL, Instituto Superior de Engenharia de Lisboa, Instituto Polit\u00e9cnico de Lisboa, Portugal, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"ISEL, Instituto Superior de Engenharia de Lisboa, Instituto Polit\u00e9cnico de Lisboa, Portugal","institution_ids":["https://openalex.org/I203847022"]},{"raw_affiliation_string":"Instituto de Telecomunica\u00e7\u00f5es, Lisboa, Portugal","institution_ids":["https://openalex.org/I4210120471"]},{"raw_affiliation_string":"Instituto de Telecomunica\u00e7\u00f5es, Lisboa, Portugal, --- Select a Country ---","institution_ids":["https://openalex.org/I4210120471"]},{"raw_affiliation_string":"ISEL, Instituto Superior de Engenharia de Lisboa, Instituto Polit\u00e9cnico de Lisboa, Portugal, --- Select a Country ---","institution_ids":["https://openalex.org/I203847022"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044299451","display_name":"Nuno Leite","orcid":"https://orcid.org/0000-0001-6328-3579"},"institutions":[{"id":"https://openalex.org/I203847022","display_name":"Instituto Polit\u00e9cnico de Lisboa","ror":"https://ror.org/04ea70f07","country_code":"PT","type":"education","lineage":["https://openalex.org/I203847022"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Nuno Leite","raw_affiliation_strings":["ISEL, Instituto Superior de Engenharia de Lisboa, Instituto Polit\u00e9cnico de Lisboa, Portugal","ISEL, Instituto Superior de Engenharia de Lisboa, Instituto Polit\u00e9cnico de Lisboa, Portugal, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"ISEL, Instituto Superior de Engenharia de Lisboa, Instituto Polit\u00e9cnico de Lisboa, Portugal","institution_ids":["https://openalex.org/I203847022"]},{"raw_affiliation_string":"ISEL, Instituto Superior de Engenharia de Lisboa, Instituto Polit\u00e9cnico de Lisboa, Portugal, --- Select a Country ---","institution_ids":["https://openalex.org/I203847022"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5052863163"],"corresponding_institution_ids":["https://openalex.org/I203847022"],"apc_list":null,"apc_paid":null,"fwci":0.3634,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.69277656,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"38","last_page":"49"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.862500011920929,"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/T10862","display_name":"AI in cancer detection","score":0.862500011920929,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.8375999927520752,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8295999765396118,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.7521870136260986},{"id":"https://openalex.org/keywords/darwin","display_name":"Darwin (ADL)","score":0.6255848407745361},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6108980774879456},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5354537963867188},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49589118361473083},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.424409419298172},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41625475883483887},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3664137125015259},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15025272965431213},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13182464241981506},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.07270637154579163}],"concepts":[{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.7521870136260986},{"id":"https://openalex.org/C206118921","wikidata":"https://www.wikidata.org/wiki/Q5225921","display_name":"Darwin (ADL)","level":2,"score":0.6255848407745361},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6108980774879456},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5354537963867188},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49589118361473083},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.424409419298172},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41625475883483887},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3664137125015259},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15025272965431213},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13182464241981506},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.07270637154579163},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0013017400003886","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013017400003886","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Conference on Explainable AI for Neural and Symbolic Methods","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0013017400003886","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013017400003886","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Conference on Explainable AI for Neural and Symbolic Methods","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1644313811","https://openalex.org/W1999767703","https://openalex.org/W2157084139","https://openalex.org/W2499931401","https://openalex.org/W2145367011","https://openalex.org/W2176046206","https://openalex.org/W2264007018","https://openalex.org/W2158704926","https://openalex.org/W2536888818","https://openalex.org/W2498710829"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2025-10-10T00:00:00"}
