{"id":"https://openalex.org/W4389241970","doi":"https://doi.org/10.1007/978-3-031-48593-0_12","title":"TON-ViT: A Neuro-Symbolic AI Based on\u00a0Task Oriented Network with\u00a0a\u00a0Vision Transformer","display_name":"TON-ViT: A Neuro-Symbolic AI Based on\u00a0Task Oriented Network with\u00a0a\u00a0Vision Transformer","publication_year":2023,"publication_date":"2023-12-01","ids":{"openalex":"https://openalex.org/W4389241970","doi":"https://doi.org/10.1007/978-3-031-48593-0_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-48593-0_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-48593-0_12","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":"conference-paper","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/A5113294816","display_name":"Yupeng Zhuo","orcid":"https://orcid.org/0000-0002-8538-6074"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yupeng Zhuo","raw_affiliation_strings":["School of Industrial Engineering, Purdue University, West Lafayette, IN, USA","School of Industrial Engineering, Purdue University, West Lafayette, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Industrial Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"School of Industrial Engineering, Purdue University, West Lafayette, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Nina Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nina Jiang","raw_affiliation_strings":["School of Industrial Engineering, Purdue University, West Lafayette, IN, USA","School of Industrial Engineering, Purdue University, West Lafayette, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Industrial Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"School of Industrial Engineering, Purdue University, West Lafayette, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104651233","display_name":"Andrew W. Kirkpatrick","orcid":"https://orcid.org/0000-0002-1692-5919"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Andrew W. Kirkpatrick","raw_affiliation_strings":["University of Calgary, Calgary, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Calgary, Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055457286","display_name":"Kyle Couperus","orcid":"https://orcid.org/0000-0002-0720-719X"},"institutions":[{"id":"https://openalex.org/I1330654748","display_name":"Madigan Army Medical Center","ror":"https://ror.org/01sfyq865","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330347796","https://openalex.org/I1330654748","https://openalex.org/I2800250139","https://openalex.org/I2800386880"]},{"id":"https://openalex.org/I4210150528","display_name":"The Geneva Foundation","ror":"https://ror.org/04kdf7678","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210150528"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kyle Couperus","raw_affiliation_strings":["Madigan Army Medical Center, Joint Base Lewis-McChord, USA","The Geneva Foundation, Tacoma, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Madigan Army Medical Center, Joint Base Lewis-McChord, USA","institution_ids":["https://openalex.org/I1330654748"]},{"raw_affiliation_string":"The Geneva Foundation, Tacoma, USA","institution_ids":["https://openalex.org/I4210150528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005323032","display_name":"Oanh Tran","orcid":"https://orcid.org/0009-0006-4624-8142"},"institutions":[{"id":"https://openalex.org/I1330654748","display_name":"Madigan Army Medical Center","ror":"https://ror.org/01sfyq865","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330347796","https://openalex.org/I1330654748","https://openalex.org/I2800250139","https://openalex.org/I2800386880"]},{"id":"https://openalex.org/I4210150528","display_name":"The Geneva Foundation","ror":"https://ror.org/04kdf7678","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210150528"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Oanh Tran","raw_affiliation_strings":["Madigan Army Medical Center, Joint Base Lewis-McChord, USA","The Geneva Foundation, Tacoma, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Madigan Army Medical Center, Joint Base Lewis-McChord, USA","institution_ids":["https://openalex.org/I1330654748"]},{"raw_affiliation_string":"The Geneva Foundation, Tacoma, USA","institution_ids":["https://openalex.org/I4210150528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108877145","display_name":"Jonah Beck","orcid":null},"institutions":[{"id":"https://openalex.org/I1330654748","display_name":"Madigan Army Medical Center","ror":"https://ror.org/01sfyq865","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330347796","https://openalex.org/I1330654748","https://openalex.org/I2800250139","https://openalex.org/I2800386880"]},{"id":"https://openalex.org/I4210150528","display_name":"The Geneva Foundation","ror":"https://ror.org/04kdf7678","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210150528"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonah Beck","raw_affiliation_strings":["Madigan Army Medical Center, Joint Base Lewis-McChord, USA","The Geneva Foundation, Tacoma, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Madigan Army Medical Center, Joint Base Lewis-McChord, USA","institution_ids":["https://openalex.org/I1330654748"]},{"raw_affiliation_string":"The Geneva Foundation, Tacoma, USA","institution_ids":["https://openalex.org/I4210150528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111084384","display_name":"DeAnna DeVane","orcid":null},"institutions":[{"id":"https://openalex.org/I1330654748","display_name":"Madigan Army Medical Center","ror":"https://ror.org/01sfyq865","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330347796","https://openalex.org/I1330654748","https://openalex.org/I2800250139","https://openalex.org/I2800386880"]},{"id":"https://openalex.org/I4210150528","display_name":"The Geneva Foundation","ror":"https://ror.org/04kdf7678","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210150528"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"DeAnna DeVane","raw_affiliation_strings":["Madigan Army Medical Center, Joint Base Lewis-McChord, USA","The Geneva Foundation, Tacoma, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Madigan Army Medical Center, Joint Base Lewis-McChord, USA","institution_ids":["https://openalex.org/I1330654748"]},{"raw_affiliation_string":"The Geneva Foundation, Tacoma, USA","institution_ids":["https://openalex.org/I4210150528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041431428","display_name":"Ross Candelore","orcid":null},"institutions":[{"id":"https://openalex.org/I1324434092","display_name":"William Beaumont Army Medical Center","ror":"https://ror.org/00afc8732","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I1324434092","https://openalex.org/I2799886695","https://openalex.org/I4210129124","https://openalex.org/I4210144023"]},{"id":"https://openalex.org/I1330654748","display_name":"Madigan Army Medical Center","ror":"https://ror.org/01sfyq865","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330347796","https://openalex.org/I1330654748","https://openalex.org/I2800250139","https://openalex.org/I2800386880"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ross Candelore","raw_affiliation_strings":["Madigan Army Medical Center, Joint Base Lewis-McChord, USA","William Beaumont Army Medical Center, Fort Bliss, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Madigan Army Medical Center, Joint Base Lewis-McChord, USA","institution_ids":["https://openalex.org/I1330654748"]},{"raw_affiliation_string":"William Beaumont Army Medical Center, Fort Bliss, USA","institution_ids":["https://openalex.org/I1324434092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085585683","display_name":"Jessica McKee","orcid":"https://orcid.org/0000-0003-2360-3878"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jessica McKee","raw_affiliation_strings":["University of Calgary, Calgary, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Calgary, Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009932584","display_name":"Chad Gorbatkin","orcid":null},"institutions":[{"id":"https://openalex.org/I1330654748","display_name":"Madigan Army Medical Center","ror":"https://ror.org/01sfyq865","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330347796","https://openalex.org/I1330654748","https://openalex.org/I2800250139","https://openalex.org/I2800386880"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chad Gorbatkin","raw_affiliation_strings":["Madigan Army Medical Center, Joint Base Lewis-McChord, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Madigan Army Medical Center, Joint Base Lewis-McChord, USA","institution_ids":["https://openalex.org/I1330654748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005426400","display_name":"Eleanor M. Birch","orcid":"https://orcid.org/0000-0001-8831-1353"},"institutions":[{"id":"https://openalex.org/I1330654748","display_name":"Madigan Army Medical Center","ror":"https://ror.org/01sfyq865","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330347796","https://openalex.org/I1330654748","https://openalex.org/I2800250139","https://openalex.org/I2800386880"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eleanor Birch","raw_affiliation_strings":["Madigan Army Medical Center, Joint Base Lewis-McChord, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Madigan Army Medical Center, Joint Base Lewis-McChord, USA","institution_ids":["https://openalex.org/I1330654748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089307183","display_name":"Christopher Colombo","orcid":"https://orcid.org/0000-0001-5499-3368"},"institutions":[{"id":"https://openalex.org/I1330654748","display_name":"Madigan Army Medical Center","ror":"https://ror.org/01sfyq865","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330347796","https://openalex.org/I1330654748","https://openalex.org/I2800250139","https://openalex.org/I2800386880"]},{"id":"https://openalex.org/I4210150528","display_name":"The Geneva Foundation","ror":"https://ror.org/04kdf7678","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210150528"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher Colombo","raw_affiliation_strings":["Madigan Army Medical Center, Joint Base Lewis-McChord, USA","The Geneva Foundation, Tacoma, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Madigan Army Medical Center, Joint Base Lewis-McChord, USA","institution_ids":["https://openalex.org/I1330654748"]},{"raw_affiliation_string":"The Geneva Foundation, Tacoma, USA","institution_ids":["https://openalex.org/I4210150528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012554172","display_name":"Bradley S. Duerstock","orcid":"https://orcid.org/0000-0001-9535-2460"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bradley Duerstock","raw_affiliation_strings":["School of Industrial Engineering, Purdue University, West Lafayette, IN, USA","School of Industrial Engineering, Purdue University, West Lafayette, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Industrial Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"School of Industrial Engineering, Purdue University, West Lafayette, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072528523","display_name":"Juan Wachs","orcid":"https://orcid.org/0000-0002-6425-5745"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Juan Wachs","raw_affiliation_strings":["School of Industrial Engineering, Purdue University, West Lafayette, IN, USA","School of Industrial Engineering, Purdue University, West Lafayette, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Industrial Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"School of Industrial Engineering, Purdue University, West Lafayette, USA","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5072528523"],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.6499,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.70209422,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"157","last_page":"170"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9940000176429749,"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/T10028","display_name":"Topic Modeling","score":0.9940000176429749,"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":0.9804999828338623,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9656000137329102,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.7900431752204895},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5985085964202881},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5314643979072571},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.45209792256355286},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4442598521709442},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4017290771007538},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2171536087989807}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7900431752204895},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5985085964202881},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5314643979072571},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.45209792256355286},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4442598521709442},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4017290771007538},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2171536087989807},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-48593-0_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-48593-0_12","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":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1977436843","https://openalex.org/W2020184475","https://openalex.org/W2034513530","https://openalex.org/W2300469216","https://openalex.org/W2581887665","https://openalex.org/W2604643118","https://openalex.org/W2907510403","https://openalex.org/W2953468444","https://openalex.org/W2982378168","https://openalex.org/W2994508843","https://openalex.org/W3004035003","https://openalex.org/W3011223164","https://openalex.org/W3015409108","https://openalex.org/W3091993229","https://openalex.org/W3100255941","https://openalex.org/W3129482887","https://openalex.org/W3155919942","https://openalex.org/W3182741322","https://openalex.org/W3210179814","https://openalex.org/W4213454368","https://openalex.org/W4229377239","https://openalex.org/W4285605913","https://openalex.org/W4308939312","https://openalex.org/W4316813576","https://openalex.org/W6630140425"],"related_works":["https://openalex.org/W3188962172","https://openalex.org/W2772917594","https://openalex.org/W4306742369","https://openalex.org/W2548721895","https://openalex.org/W4303457083","https://openalex.org/W2373456246","https://openalex.org/W2131146434","https://openalex.org/W4376623224","https://openalex.org/W2951359407","https://openalex.org/W3204019825"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}