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Optimizing the Feature Set for Machine Learning Charitable Predictions 优化机器学习慈善预测的特征集
Applied informatics Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-22695-3_44
Greg Lee, Jordan Pippy, Mark Hobbs
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引用次数: 0
Deeper Insights into Neural Nets with Random Weights 对随机权重神经网络的深入了解
Applied informatics Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-97546-3_11
Ming Li, G. Gnecco, M. Sanguineti
{"title":"Deeper Insights into Neural Nets with Random Weights","authors":"Ming Li, G. Gnecco, M. Sanguineti","doi":"10.1007/978-3-030-97546-3_11","DOIUrl":"https://doi.org/10.1007/978-3-030-97546-3_11","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"10 1","pages":"129-140"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73117287","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
Enhancing the Speed of Hierarchical Learning Automata by Ordering the Actions - A Pioneering Approach 通过排序动作来提高分层学习自动机的速度——一种开创性的方法
Applied informatics Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-22695-3_54
Rebekka Olsson Omslandseter, Lei Jiao, B. Oommen
{"title":"Enhancing the Speed of Hierarchical Learning Automata by Ordering the Actions - A Pioneering Approach","authors":"Rebekka Olsson Omslandseter, Lei Jiao, B. Oommen","doi":"10.1007/978-3-031-22695-3_54","DOIUrl":"https://doi.org/10.1007/978-3-031-22695-3_54","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"4 1","pages":"775-788"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73249580","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
Inference of Geological Material Groups Using Structural Monitoring Sensors on Excavators 利用挖掘机结构监测传感器推断地质物质群
Applied informatics Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-97546-3_64
Liyang Liu, M. Balamurali, Katherine L. Silversides, R. Khushaba
{"title":"Inference of Geological Material Groups Using Structural Monitoring Sensors on Excavators","authors":"Liyang Liu, M. Balamurali, Katherine L. Silversides, R. Khushaba","doi":"10.1007/978-3-030-97546-3_64","DOIUrl":"https://doi.org/10.1007/978-3-030-97546-3_64","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"43 1","pages":"787-797"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73929230","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: 1
An Empirical Study of Fuzzy Decision Tree for Gradient Boosting Ensemble 梯度提升集成模糊决策树的实证研究
Applied informatics Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-97546-3_58
Zhaoqing Liu, Anjin Liu, Guangquan Zhang, Jie Lu
{"title":"An Empirical Study of Fuzzy Decision Tree for Gradient Boosting Ensemble","authors":"Zhaoqing Liu, Anjin Liu, Guangquan Zhang, Jie Lu","doi":"10.1007/978-3-030-97546-3_58","DOIUrl":"https://doi.org/10.1007/978-3-030-97546-3_58","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"468 1","pages":"716-727"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74831309","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: 1
Investigating Active Positive-Unlabeled Learning with Deep Networks 深度网络主动正无标签学习的研究
Applied informatics Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-97546-3_49
Kun Han, Weitong Chen, Miao Xu
{"title":"Investigating Active Positive-Unlabeled Learning with Deep Networks","authors":"Kun Han, Weitong Chen, Miao Xu","doi":"10.1007/978-3-030-97546-3_49","DOIUrl":"https://doi.org/10.1007/978-3-030-97546-3_49","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"57 1","pages":"607-618"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76405778","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
A Heuristic Repair Algorithm for the Maximum Stable Marriage Problem with Ties and Incomplete Lists 带不完全列表的最大稳定婚姻问题的启发式修复算法
Applied informatics Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-97546-3_40
H. Viet, N. T. Uyen, S. Cao, TaeChoong Chung
{"title":"A Heuristic Repair Algorithm for the Maximum Stable Marriage Problem with Ties and Incomplete Lists","authors":"H. Viet, N. T. Uyen, S. Cao, TaeChoong Chung","doi":"10.1007/978-3-030-97546-3_40","DOIUrl":"https://doi.org/10.1007/978-3-030-97546-3_40","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"24 1","pages":"494-506"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82156457","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
BiES: Adaptive Policy Optimization for Model-Based Offline Reinforcement Learning 基于模型离线强化学习的自适应策略优化
Applied informatics Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-97546-3_46
Yijun Yang, J. Jiang, Zhuowei Wang, Qiqi Duan, Yuhui Shi
{"title":"BiES: Adaptive Policy Optimization for Model-Based Offline Reinforcement Learning","authors":"Yijun Yang, J. Jiang, Zhuowei Wang, Qiqi Duan, Yuhui Shi","doi":"10.1007/978-3-030-97546-3_46","DOIUrl":"https://doi.org/10.1007/978-3-030-97546-3_46","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"32 1","pages":"570-581"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87394928","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: 1
Vehicle Detection Based on Cascade Deep Learning Method Using Deformed Oriented Bounding Box 基于级联深度学习的定向变形边界盒车辆检测
Applied informatics Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-97546-3_55
Wenli Yang, Mi-Kyung Park, Xianghui Song, Sun Ling, Yameng Li, Xiaodong Gu
{"title":"Vehicle Detection Based on Cascade Deep Learning Method Using Deformed Oriented Bounding Box","authors":"Wenli Yang, Mi-Kyung Park, Xianghui Song, Sun Ling, Yameng Li, Xiaodong Gu","doi":"10.1007/978-3-030-97546-3_55","DOIUrl":"https://doi.org/10.1007/978-3-030-97546-3_55","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"40 1","pages":"679-690"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79009789","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
Genetic Algorithm with a Novel Leiden-based Mutation Operator for Community Detection 基于leden变异算子的社区检测遗传算法
Applied informatics Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-22695-3_18
Anjali Silva, Aaron Chen, Hui Ma, Mohammad Nekooei
{"title":"Genetic Algorithm with a Novel Leiden-based Mutation Operator for Community Detection","authors":"Anjali Silva, Aaron Chen, Hui Ma, Mohammad Nekooei","doi":"10.1007/978-3-031-22695-3_18","DOIUrl":"https://doi.org/10.1007/978-3-031-22695-3_18","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"4 1","pages":"252-265"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83414395","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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