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Impact of Mathematical Norms on Convergence of Gradient Descent Algorithms for Deep Neural Networks Learning 数学规范对深度神经网络学习梯度下降算法收敛性的影响
Applied informatics
Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-22695-3_10
Linzhe Cai, Xinghuo Yu, C. Li, Andr'e Eberhard, L. T. Nguyen, T. D. Chuong
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引用次数: 0
Non-linear Continuous Action Spaces for Reinforcement Learning in Type 1 Diabetes 1型糖尿病强化学习的非线性连续动作空间
Applied informatics
Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-22695-3_39
Chirath Hettiarachchi, N. Malagutti, Christopher J. Nolan, H. Suominen, E. Daskalaki
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引用次数: 1
Reinforcement Learning for Collective Motion Tuning in the Presence of Extrinsic Goals 外部目标存在下集体运动调谐的强化学习
Applied informatics
Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-22695-3_53
Shadi Abpeikar, Kathryn E. Kasmarik, M. Garratt
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引用次数: 0
Multiclass Classification for GvHD Prognosis Prior to Allogeneic Stem Cell Transplantation 同种异体干细胞移植前GvHD预后的多分类
Applied informatics
Pub Date : 2022-01-01 DOI: 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}
引用次数: 3
Knowledge Transfer for Deep Reinforcement Agents in General Game Playing 一般博弈中深度强化智能体的知识转移
Applied informatics
Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-97546-3_5
Cameron McEwan, M. Thielscher
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引用次数: 0
What Leads to Arrhythmia: Active Causal Representation Learning of ECG Classification 心律失常的成因:心电分类的主动因果表征学习
Applied informatics
Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-22695-3_35
Shaofei Shen, Weitong Chen, Miao Xu
{"title":"What Leads to Arrhythmia: Active Causal Representation Learning of ECG Classification","authors":"Shaofei Shen, Weitong Chen, Miao Xu","doi":"10.1007/978-3-031-22695-3_35","DOIUrl":"https://doi.org/10.1007/978-3-031-22695-3_35","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"3 1","pages":"501-515"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85475545","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}
引用次数: 0
Transfer Learning Assisted GPHH for Dynamic Multi-Workflow Scheduling in Cloud Computing 迁移学习辅助GPHH在云计算中的动态多工作流调度
Applied informatics
Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-97546-3_36
Kirita-Rose Escott, Hui Ma, Gang Chen
{"title":"Transfer Learning Assisted GPHH for Dynamic Multi-Workflow Scheduling in Cloud Computing","authors":"Kirita-Rose Escott, Hui Ma, Gang Chen","doi":"10.1007/978-3-030-97546-3_36","DOIUrl":"https://doi.org/10.1007/978-3-030-97546-3_36","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"2014 1","pages":"440-451"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86786158","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}
引用次数: 0
Systematic Monotonicity and Consistency for Adversarial Natural Language Inference 对抗性自然语言推理的系统单调性和一致性
Applied informatics
Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-22695-3_25
Brahmani Nutakki, Akshay Badola, V. Padmanabhan
{"title":"Systematic Monotonicity and Consistency for Adversarial Natural Language Inference","authors":"Brahmani Nutakki, Akshay Badola, V. Padmanabhan","doi":"10.1007/978-3-031-22695-3_25","DOIUrl":"https://doi.org/10.1007/978-3-031-22695-3_25","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"12 1","pages":"353-366"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90470569","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}
引用次数: 0
The Feasibility of Deep Counterfactual Regret Minimisation for Trading Card Games 集换卡牌游戏深度反事实后悔最小化的可行性
Applied informatics
Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-22695-3_11
David Adams
{"title":"The Feasibility of Deep Counterfactual Regret Minimisation for Trading Card Games","authors":"David Adams","doi":"10.1007/978-3-031-22695-3_11","DOIUrl":"https://doi.org/10.1007/978-3-031-22695-3_11","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"16 1","pages":"145-160"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90840718","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}
引用次数: 0
Analysing Multiobjective Optimization Using Evolutionary Path Length Correlation 基于进化路径长度相关性的多目标优化分析
Applied informatics
Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-97546-3_38
D. Herring, Dean Pakravan, M. Kirley
{"title":"Analysing Multiobjective Optimization Using Evolutionary Path Length Correlation","authors":"D. Herring, Dean Pakravan, M. Kirley","doi":"10.1007/978-3-030-97546-3_38","DOIUrl":"https://doi.org/10.1007/978-3-030-97546-3_38","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"3 1","pages":"467-479"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79125217","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}
引用次数: 0
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