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Predicting Financial Literacy via Semi-supervised Learning 通过半监督学习预测金融素养
Applied informatics Pub Date : 2023-12-18 DOI: 10.1007/978-3-030-97546-3_25
David Hason Rudd, Huan Huo, Guandong Xu
{"title":"Predicting Financial Literacy via Semi-supervised Learning","authors":"David Hason Rudd, Huan Huo, Guandong Xu","doi":"10.1007/978-3-030-97546-3_25","DOIUrl":"https://doi.org/10.1007/978-3-030-97546-3_25","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"38 1","pages":"304-319"},"PeriodicalIF":0.0,"publicationDate":"2023-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85751064","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
XC-NAS: A New Cellular Encoding Approach for Neural Architecture Search of Multi-path Convolutional Neural Networks XC-NAS：用于多路径卷积神经网络的神经架构搜索的新单元编码方法
Applied informatics Pub Date : 2023-12-12 DOI: 10.1007/978-981-99-8391-9_33
Trevor Londt, Xiaoying Gao, Peter M. Andreae, Yi Mei
{"title":"XC-NAS: A New Cellular Encoding Approach for Neural Architecture Search of Multi-path Convolutional Neural Networks","authors":"Trevor Londt, Xiaoying Gao, Peter M. Andreae, Yi Mei","doi":"10.1007/978-981-99-8391-9_33","DOIUrl":"https://doi.org/10.1007/978-981-99-8391-9_33","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"15 8","pages":"416-428"},"PeriodicalIF":0.0,"publicationDate":"2023-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139007394","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
SimMining-3D: Altitude-Aware 3D Object Detection in Complex Mining Environments: A Novel Dataset and ROS-Based Automatic Annotation Pipeline SimMining-3D：复杂采矿环境中的高度感知 3D 物体检测：新型数据集和基于 ROS 的自动注释管道
Applied informatics Pub Date : 2023-12-11 DOI: 10.1007/978-981-99-8388-9_5
M. Balamurali, Ehsan Mihankhah
{"title":"SimMining-3D: Altitude-Aware 3D Object Detection in Complex Mining Environments: A Novel Dataset and ROS-Based Automatic Annotation Pipeline","authors":"M. Balamurali, Ehsan Mihankhah","doi":"10.1007/978-981-99-8388-9_5","DOIUrl":"https://doi.org/10.1007/978-981-99-8388-9_5","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"11 8","pages":"55-66"},"PeriodicalIF":0.0,"publicationDate":"2023-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138584456","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
Approximating Solutions to the Knapsack Problem Using the Lagrangian Dual Framework 利用拉格朗日二元框架近似求解Knapsack问题
Applied informatics Pub Date : 2023-12-06 DOI: 10.1007/978-981-99-8388-9_37
Mitchell Keegan, Mahdi Abolghasemi
{"title":"Approximating Solutions to the Knapsack Problem Using the Lagrangian Dual Framework","authors":"Mitchell Keegan, Mahdi Abolghasemi","doi":"10.1007/978-981-99-8388-9_37","DOIUrl":"https://doi.org/10.1007/978-981-99-8388-9_37","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"55 15","pages":"455-467"},"PeriodicalIF":0.0,"publicationDate":"2023-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138597722","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
Improvement of Arc Consistency in Asynchronous Forward Bounding Algorithm 异步前向包围算法中圆弧一致性的改进
Applied informatics Pub Date : 2023-04-26 DOI: 10.1007/978-3-030-97546-3_47
Rachid Adrdor, L. Koutti
{"title":"Improvement of Arc Consistency in Asynchronous Forward Bounding Algorithm","authors":"Rachid Adrdor, L. Koutti","doi":"10.1007/978-3-030-97546-3_47","DOIUrl":"https://doi.org/10.1007/978-3-030-97546-3_47","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"1 1","pages":"582-591"},"PeriodicalIF":0.0,"publicationDate":"2023-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42374380","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
SG-Shuffle: Multi-aspect Shuffle Transformer for Scene Graph Generation SG Shuffle：用于场景图生成的多方面Shuffle转换器
Applied informatics Pub Date : 2022-11-09 DOI: 10.48550/arXiv.2211.04773
Anh Duc Bui, S. Han, Josiah Poon
{"title":"SG-Shuffle: Multi-aspect Shuffle Transformer for Scene Graph Generation","authors":"Anh Duc Bui, S. Han, Josiah Poon","doi":"10.48550/arXiv.2211.04773","DOIUrl":"https://doi.org/10.48550/arXiv.2211.04773","url":null,"abstract":". Scene Graph Generation (SGG) serves a comprehensive representation of the images for human understanding as well as visual understanding tasks. Due to the long tail bias problem of the object and predicate labels in the available annotated data, the scene graph generated from current methodologies can be biased toward common, non-informative relationship labels. Relationship can sometimes be non-mutually exclusive, which can be described from multiple perspectives like geometrical relationships or semantic relationships, making it even more challenging to predict the most suitable relationship label. In this work, we proposed the SG-Shuffle pipeline for scene graph generation with 3 components: 1) Parallel Transformer Encoder, which learns to predict object relationships in a more exclusive manner by grouping relationship labels into groups of similar purpose; 2) Shuffle Transformer, which learns to select the final relationship labels from the category-specific feature generated in the previous step; and 3) Weighted CE loss, used to alleviate the training bias caused by the imbalanced dataset.","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"1 1","pages":"87-101"},"PeriodicalIF":0.0,"publicationDate":"2022-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49414200","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
Vision Transformer Based Model for Describing a Set of Images as a Story 基于视觉变换的图像集故事描述模型
Applied informatics Pub Date : 2022-10-06 DOI: 10.1007/978-3-031-22695-3_2
Zainy M. Malakan, G. Hassan, A. Mian
{"title":"Vision Transformer Based Model for Describing a Set of Images as a Story","authors":"Zainy M. Malakan, G. Hassan, A. Mian","doi":"10.1007/978-3-031-22695-3_2","DOIUrl":"https://doi.org/10.1007/978-3-031-22695-3_2","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"1 1","pages":"15-28"},"PeriodicalIF":0.0,"publicationDate":"2022-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47525714","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: 2
Tyche: A library for probabilistic reasoning and belief modelling in Python Tyche：Python中的概率推理和信念建模库
Applied informatics Pub Date : 2022-08-21 DOI: 10.48550/arXiv.2208.09838
Padraig X. Lamont
{"title":"Tyche: A library for probabilistic reasoning and belief modelling in Python","authors":"Padraig X. Lamont","doi":"10.48550/arXiv.2208.09838","DOIUrl":"https://doi.org/10.48550/arXiv.2208.09838","url":null,"abstract":"This paper presents Tyche, a Python library to facilitate probabilistic reasoning in uncertain worlds through the construction, querying, and learning of belief models. Tyche uses aleatoric description logic (ADL), which provides computational advantages in its evaluation over other description logics. Tyche belief models can be succinctly created by defining classes of individuals, the probabilistic beliefs about them (concepts), and the probabilistic relationships between them (roles). We also introduce a method of observation propagation to facilitate learning from complex ADL observations. A demonstration of Tyche to predict the author of anonymised messages, and to extract author writing tendencies from anonymised messages, is provided. Tyche has the potential to assist in the development of expert systems, knowledge extraction systems, and agents to play games with incomplete and probabilistic information.","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"1 1","pages":"381-396"},"PeriodicalIF":0.0,"publicationDate":"2022-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47013311","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
Contextual Importance and Utility: aTheoretical Foundation 语境的重要性和效用：理论基础
Applied informatics Pub Date : 2022-02-15 DOI: 10.1007/978-3-030-97546-3_10
Kary Främling
{"title":"Contextual Importance and Utility: aTheoretical Foundation","authors":"Kary Främling","doi":"10.1007/978-3-030-97546-3_10","DOIUrl":"https://doi.org/10.1007/978-3-030-97546-3_10","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"1 1","pages":"117-128"},"PeriodicalIF":0.0,"publicationDate":"2022-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41798006","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: 5
A Hybrid Multiagent-Based Rescheduling Mechanism for Open and Stochastic Environments Concerning the Execution Stage 开放和随机环境下基于多智能体的执行阶段混合重调度机制
Applied informatics Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-97546-3_45
Yikun Yang, F. Ren, Minjie Zhang
{"title":"A Hybrid Multiagent-Based Rescheduling Mechanism for Open and Stochastic Environments Concerning the Execution Stage","authors":"Yikun Yang, F. Ren, Minjie Zhang","doi":"10.1007/978-3-030-97546-3_45","DOIUrl":"https://doi.org/10.1007/978-3-030-97546-3_45","url":null,"abstract":"","PeriodicalId":91448,"journal":{"name":"Applied informatics","volume":"70 1","pages":"556-569"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73834248","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
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