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Are Graph Neural Network Explainers Robust to Graph Noises? 图神经网络解释器对图噪声有鲁棒性吗?
Applied informatics Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-22695-3_12
Yiqiao Li, Sunny Verma, Shuiqiao Yang, Jianlong Zhou, Fang Chen
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引用次数: 2
Handling Different Preferences Between Objectives for Multi-objective Feature Selection in Classification 多目标分类特征选择中目标间偏好的处理
Applied informatics Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-22695-3_17
Ruwang Jiao, Bing Xue, Mengjie Zhang
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引用次数: 1
Active Learning for kNN Using Instance Impact 基于实例影响的kNN主动学习
Applied informatics Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-22695-3_29
Sayed Waleed Qayyumi, L. Park, O. Obst
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引用次数: 1
Predicting Geological Material Types Using Ground Penetrating Radar 利用探地雷达预测地质物质类型
Applied informatics Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-97546-3_22
O. Fleming, Adrian Ball, R. Khushaba
{"title":"Predicting Geological Material Types Using Ground Penetrating Radar","authors":"O. Fleming, Adrian Ball, R. Khushaba","doi":"10.1007/978-3-030-97546-3_22","DOIUrl":"https://doi.org/10.1007/978-3-030-97546-3_22","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"78 1","pages":"267-278"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82434901","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
Representation-Induced Algorithmic Bias - An Empirical Assessment of Behavioural Equivalence over 14 Reinforcement Learning Algorithms Across 4 Isomorphic Gameform Representations 表征诱发的算法偏差——跨4个同构博弈形式表征的14种强化学习算法行为等价的经验评估
Applied informatics Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-97546-3_9
Simon C. Stanton, Julian R. Dermoudy, R. Ollington
{"title":"Representation-Induced Algorithmic Bias - An Empirical Assessment of Behavioural Equivalence over 14 Reinforcement Learning Algorithms Across 4 Isomorphic Gameform Representations","authors":"Simon C. Stanton, Julian R. Dermoudy, R. Ollington","doi":"10.1007/978-3-030-97546-3_9","DOIUrl":"https://doi.org/10.1007/978-3-030-97546-3_9","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"56 1","pages":"103-116"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88005519","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 Network-Based Rating Mechanism Against False-Name Attack 一种基于网络的防假名攻击评价机制
Applied informatics Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-97546-3_18
Xinyuan Lian, Dengji Zhao
{"title":"A Network-Based Rating Mechanism Against False-Name Attack","authors":"Xinyuan Lian, Dengji Zhao","doi":"10.1007/978-3-030-97546-3_18","DOIUrl":"https://doi.org/10.1007/978-3-030-97546-3_18","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"8 1","pages":"216-227"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87436826","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
Explainable Detection of Microplastics Using Transformer Neural Networks 利用变压器神经网络对微塑料的可解释检测
Applied informatics Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-22695-3_8
Max Barker, Meg Willans, Duc-Son Pham, A. Krishna, M. Hackett
{"title":"Explainable Detection of Microplastics Using Transformer Neural Networks","authors":"Max Barker, Meg Willans, Duc-Son Pham, A. Krishna, M. Hackett","doi":"10.1007/978-3-031-22695-3_8","DOIUrl":"https://doi.org/10.1007/978-3-031-22695-3_8","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"83 1","pages":"102-115"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83871389","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
Using Uncertainty as a Defense Against Adversarial Attacks for Tabular Datasets 使用不确定性防御表格数据集的对抗性攻击
Applied informatics Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-22695-3_50
P. Santhosh, Gilad Gressel, Michael Darling
{"title":"Using Uncertainty as a Defense Against Adversarial Attacks for Tabular Datasets","authors":"P. Santhosh, Gilad Gressel, Michael Darling","doi":"10.1007/978-3-031-22695-3_50","DOIUrl":"https://doi.org/10.1007/978-3-031-22695-3_50","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"27 1","pages":"719-732"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73292610","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
Improving Traffic Load Prediction with Multi-modality - A Case Study of Brisbane 用多模态改进交通负荷预测——以布里斯班为例
Applied informatics Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-97546-3_21
Kha Tran, Weitong Chen, Miao Xu
{"title":"Improving Traffic Load Prediction with Multi-modality - A Case Study of Brisbane","authors":"Kha Tran, Weitong Chen, Miao Xu","doi":"10.1007/978-3-030-97546-3_21","DOIUrl":"https://doi.org/10.1007/978-3-030-97546-3_21","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"96 1","pages":"254-266"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74978818","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
KPCR: Knowledge Graph Enhanced Personalized Course Recommendation KPCR:知识图谱增强个性化课程推荐
Applied informatics Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-97546-3_60
HeeSeok Jung, Y. Jang, Seonghun Kim, Hyeoncheol Kim
{"title":"KPCR: Knowledge Graph Enhanced Personalized Course Recommendation","authors":"HeeSeok Jung, Y. Jang, Seonghun Kim, Hyeoncheol Kim","doi":"10.1007/978-3-030-97546-3_60","DOIUrl":"https://doi.org/10.1007/978-3-030-97546-3_60","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"14 1","pages":"739-750"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75099406","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: 6
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