Pub Date : 2022-01-01DOI: 10.1007/978-3-031-22695-3_34
Md. Asif Bin Khaled, Md. Junayed Hossain, S. Rahman, J. Ferdaus
{"title":"Multiclass Classification for GvHD Prognosis Prior to Allogeneic Stem Cell Transplantation","authors":"Md. Asif Bin Khaled, Md. Junayed Hossain, S. Rahman, J. Ferdaus","doi":"10.1007/978-3-031-22695-3_34","DOIUrl":"https://doi.org/10.1007/978-3-031-22695-3_34","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"93 1","pages":"487-500"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78636359","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-01-01DOI: 10.1007/978-3-031-22695-3_53
Shadi Abpeikar, Kathryn E. Kasmarik, M. Garratt
{"title":"Reinforcement Learning for Collective Motion Tuning in the Presence of Extrinsic Goals","authors":"Shadi Abpeikar, Kathryn E. Kasmarik, M. Garratt","doi":"10.1007/978-3-031-22695-3_53","DOIUrl":"https://doi.org/10.1007/978-3-031-22695-3_53","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"325 ","pages":"761-774"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72437483","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-01-01DOI: 10.1007/978-3-031-22695-3_39
Chirath Hettiarachchi, N. Malagutti, Christopher J. Nolan, H. Suominen, E. Daskalaki
{"title":"Non-linear Continuous Action Spaces for Reinforcement Learning in Type 1 Diabetes","authors":"Chirath Hettiarachchi, N. Malagutti, Christopher J. Nolan, H. Suominen, E. Daskalaki","doi":"10.1007/978-3-031-22695-3_39","DOIUrl":"https://doi.org/10.1007/978-3-031-22695-3_39","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"53 1","pages":"557-570"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72694387","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-01-01DOI: 10.1007/978-3-030-97546-3_5
Cameron McEwan, M. Thielscher
{"title":"Knowledge Transfer for Deep Reinforcement Agents in General Game Playing","authors":"Cameron McEwan, M. Thielscher","doi":"10.1007/978-3-030-97546-3_5","DOIUrl":"https://doi.org/10.1007/978-3-030-97546-3_5","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"34 1","pages":"53-66"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79749934","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-01-01DOI: 10.1007/978-3-030-97546-3_29
Seunghyeon Lee, Fang Chen
{"title":"Identifying the Effective Restriction and Vaccination Policies During the COVID-19 Crisis in Sydney: A Machine Learning Approach","authors":"Seunghyeon Lee, Fang Chen","doi":"10.1007/978-3-030-97546-3_29","DOIUrl":"https://doi.org/10.1007/978-3-030-97546-3_29","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"7 1","pages":"356-367"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90663465","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-01-01DOI: 10.1007/978-3-030-97546-3_4
Kosuke Chinone, Atsuyoshi Nakamura
{"title":"An Explainable Recommendation Based on Acyclic Paths in an Edge-Colored Graph","authors":"Kosuke Chinone, Atsuyoshi Nakamura","doi":"10.1007/978-3-030-97546-3_4","DOIUrl":"https://doi.org/10.1007/978-3-030-97546-3_4","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"89 11 1","pages":"40-52"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89772462","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-01-01DOI: 10.1007/978-3-030-97546-3_39
Md Mohiuddin Khan, Kathryn E. Kasmarik, M. Garratt
{"title":"Decentralizing Self-organizing Maps","authors":"Md Mohiuddin Khan, Kathryn E. Kasmarik, M. Garratt","doi":"10.1007/978-3-030-97546-3_39","DOIUrl":"https://doi.org/10.1007/978-3-030-97546-3_39","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"70 1","pages":"480-493"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87514288","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}