Pub Date : 2022-01-01DOI: 10.1007/978-3-031-22695-3_44
Greg Lee, Jordan Pippy, Mark Hobbs
{"title":"Optimizing the Feature Set for Machine Learning Charitable Predictions","authors":"Greg Lee, Jordan Pippy, Mark Hobbs","doi":"10.1007/978-3-031-22695-3_44","DOIUrl":"https://doi.org/10.1007/978-3-031-22695-3_44","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"39 1","pages":"631-645"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75306431","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_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}
Pub Date : 2022-01-01DOI: 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}
Pub Date : 2022-01-01DOI: 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}
Pub Date : 2022-01-01DOI: 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}
Pub Date : 2022-01-01DOI: 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}
Pub Date : 2022-01-01DOI: 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}
Pub Date : 2022-01-01DOI: 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}
Pub Date : 2022-01-01DOI: 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}
京公网安备 11010802042870号
京ICP备2023020795号-1
扫码关注我们
求助内容：
应助结果提醒方式：