{"id":"https://openalex.org/W4408111155","doi":"https://doi.org/10.1007/978-3-031-82487-6_6","title":"Path-Weight-Based Pruning and SHAP-Based Explanations of an ANN with fMRI Data","display_name":"Path-Weight-Based Pruning and SHAP-Based Explanations of an ANN with fMRI Data","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408111155","doi":"https://doi.org/10.1007/978-3-031-82487-6_6"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-82487-6_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-82487-6_6","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5072696907","display_name":"Jos\u00e9 Diogo Marques dos Santos","orcid":"https://orcid.org/0000-0003-4101-2748"},"institutions":[{"id":"https://openalex.org/I161321875","display_name":"University of Beira Interior","ror":"https://ror.org/03nf36p02","country_code":"PT","type":"education","lineage":["https://openalex.org/I161321875"]},{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I52066220","display_name":"Instituto Superior da Maia","ror":"https://ror.org/04f761z39","country_code":"PT","type":"facility","lineage":["https://openalex.org/I52066220"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Jos\u00e9 Diogo Marques dos Santos","raw_affiliation_strings":["Abel Salazar Biomedical Sciences Institute, University of Porto, R. Jorge de Viterbo Ferreira, 4050-313, Porto, Portugal","Faculty of Engineering, University of Porto, R. Dr Roberto Frias, 4200-465, Porto, Portugal","LIACC - Artificial Intelligence and Computer Science Laboratory, University of Porto, R. Dr Roberto Frias, 4200-465, Porto, Portugal","NECE-UBI, Research Centre for Business Sciences, University of Beira Interior, Estr. do Sineiro,56, 6200-209, Covilh\u00e3, Portugal","Unit of Experimental Biology, Faculty of Medicine, University of Porto, Alameda Prof. Hern\u00e2ni Monteiro, 4200-319, Porto, Portugal","University of Maia, Av. Carlos de Oliveira Campos, 4475-690, Maia, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-4101-2748","affiliations":[{"raw_affiliation_string":"Abel Salazar Biomedical Sciences Institute, University of Porto, R. Jorge de Viterbo Ferreira, 4050-313, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"Faculty of Engineering, University of Porto, R. Dr Roberto Frias, 4200-465, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"LIACC - Artificial Intelligence and Computer Science Laboratory, University of Porto, R. Dr Roberto Frias, 4200-465, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"NECE-UBI, Research Centre for Business Sciences, University of Beira Interior, Estr. do Sineiro,56, 6200-209, Covilh\u00e3, Portugal","institution_ids":["https://openalex.org/I161321875"]},{"raw_affiliation_string":"Unit of Experimental Biology, Faculty of Medicine, University of Porto, Alameda Prof. Hern\u00e2ni Monteiro, 4200-319, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"University of Maia, Av. Carlos de Oliveira Campos, 4475-690, Maia, Portugal","institution_ids":["https://openalex.org/I52066220"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017080926","display_name":"Jos\u00e9 Paulo Marques dos Santos","orcid":"https://orcid.org/0000-0002-5567-944X"},"institutions":[{"id":"https://openalex.org/I161321875","display_name":"University of Beira Interior","ror":"https://ror.org/03nf36p02","country_code":"PT","type":"education","lineage":["https://openalex.org/I161321875"]},{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I52066220","display_name":"Instituto Superior da Maia","ror":"https://ror.org/04f761z39","country_code":"PT","type":"facility","lineage":["https://openalex.org/I52066220"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Paulo Marques dos Santos","raw_affiliation_strings":["Abel Salazar Biomedical Sciences Institute, University of Porto, R. Jorge de Viterbo Ferreira, 4050-313, Porto, Portugal","Faculty of Engineering, University of Porto, R. Dr Roberto Frias, 4200-465, Porto, Portugal","LIACC - Artificial Intelligence and Computer Science Laboratory, University of Porto, R. Dr Roberto Frias, 4200-465, Porto, Portugal","NECE-UBI, Research Centre for Business Sciences, University of Beira Interior, Estr. do Sineiro,56, 6200-209, Covilh\u00e3, Portugal","Unit of Experimental Biology, Faculty of Medicine, University of Porto, Alameda Prof. Hern\u00e2ni Monteiro, 4200-319, Porto, Portugal","University of Maia, Av. Carlos de Oliveira Campos, 4475-690, Maia, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-5567-944X","affiliations":[{"raw_affiliation_string":"Abel Salazar Biomedical Sciences Institute, University of Porto, R. Jorge de Viterbo Ferreira, 4050-313, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"Faculty of Engineering, University of Porto, R. Dr Roberto Frias, 4200-465, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"LIACC - Artificial Intelligence and Computer Science Laboratory, University of Porto, R. Dr Roberto Frias, 4200-465, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"NECE-UBI, Research Centre for Business Sciences, University of Beira Interior, Estr. do Sineiro,56, 6200-209, Covilh\u00e3, Portugal","institution_ids":["https://openalex.org/I161321875"]},{"raw_affiliation_string":"Unit of Experimental Biology, Faculty of Medicine, University of Porto, Alameda Prof. Hern\u00e2ni Monteiro, 4200-319, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"University of Maia, Av. Carlos de Oliveira Campos, 4475-690, Maia, Portugal","institution_ids":["https://openalex.org/I52066220"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5072696907"],"corresponding_institution_ids":["https://openalex.org/I161321875","https://openalex.org/I182534213","https://openalex.org/I52066220"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0805985,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"72","last_page":"86"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9955000281333923,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9955000281333923,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.98580002784729,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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/pruning","display_name":"Pruning","score":0.7945269346237183},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7932311296463013},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.5630058646202087},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5336564183235168},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.45244142413139343},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.411251962184906},{"id":"https://openalex.org/keywords/horticulture","display_name":"Horticulture","score":0.09565088152885437},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.06284523010253906},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.05832710862159729}],"concepts":[{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.7945269346237183},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7932311296463013},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.5630058646202087},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5336564183235168},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.45244142413139343},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.411251962184906},{"id":"https://openalex.org/C144027150","wikidata":"https://www.wikidata.org/wiki/Q48803","display_name":"Horticulture","level":1,"score":0.09565088152885437},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.06284523010253906},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.05832710862159729}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-82487-6_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-82487-6_6","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.6800000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1569512666","https://openalex.org/W2022424636","https://openalex.org/W2059151261","https://openalex.org/W2062240844","https://openalex.org/W2067456724","https://openalex.org/W2073683361","https://openalex.org/W2158485497","https://openalex.org/W2657631929","https://openalex.org/W2884781986","https://openalex.org/W2891503716","https://openalex.org/W2958089299","https://openalex.org/W2972441196","https://openalex.org/W4226108798","https://openalex.org/W4285060478","https://openalex.org/W4295750005","https://openalex.org/W4323783381","https://openalex.org/W4391808518","https://openalex.org/W4393077380","https://openalex.org/W6750254842"],"related_works":["https://openalex.org/W2373300491","https://openalex.org/W2395294869","https://openalex.org/W2378744544","https://openalex.org/W2594301978","https://openalex.org/W2379704676","https://openalex.org/W1998810860","https://openalex.org/W4206442282","https://openalex.org/W2033914206","https://openalex.org/W2912813468","https://openalex.org/W2042327336"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
