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An Evidential Neural Network Model for Regression Based on Random Fuzzy Numbers 基于随机模糊数的证据神经网络回归模型
Science & Christian belief Pub Date : 2022-08-01 DOI: 10.1007/978-3-031-17801-6_6
T. Denoeux
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引用次数: 6
A Distributional Approach for Soft Clustering Comparison and Evaluation 一种软聚类比较与评价的分布方法
Science & Christian belief Pub Date : 2022-06-20 DOI: 10.48550/arXiv.2206.09827
A. Campagner, D. Ciucci, T. Denoeux
{"title":"A Distributional Approach for Soft Clustering Comparison and Evaluation","authors":"A. Campagner, D. Ciucci, T. Denoeux","doi":"10.48550/arXiv.2206.09827","DOIUrl":"https://doi.org/10.48550/arXiv.2206.09827","url":null,"abstract":". The development of external evaluation criteria for soft clustering (SC) has received limited attention: existing methods do not provide a general approach to extend comparison measures to SC, and are unable to account for the uncertainty represented in the results of SC algorithms. In this article, we propose a general method to address these limitations, grounding on a novel interpretation of SC as distributions over hard clusterings, which we call distributional measures . We provide an in-depth study of complexity- and metric-theoretic properties of the proposed approach, and we describe approximation techniques that can make the calculations tractable. Finally, we illustrate our approach through a simple but illustrative experiment.","PeriodicalId":87206,"journal":{"name":"Science & Christian belief","volume":"46 6","pages":"3-12"},"PeriodicalIF":0.0,"publicationDate":"2022-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72507112","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
The Extension of Dempster's Combination Rule Based on Generalized Credal Sets 基于广义凭证集的Dempster组合规则的推广
Science & Christian belief Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-17801-6_23
A. Bronevich, I. Rozenberg
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引用次数: 0
Imperfect Labels with Belief Functions for Active Learning 主动学习信念函数的不完全标签
Science & Christian belief Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-17801-6_5
A. Hoarau, Arnaud Martin, Jean-Christophe Dubois, Y. Gall
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引用次数: 4
An Intelligent System for Managing Uncertain Temporal Flood Events 不确定时间洪水事件的智能管理系统
Science & Christian belief Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-17801-6_18
Manel Chehibi, Ahlem Ferchichi, I. Farah
{"title":"An Intelligent System for Managing Uncertain Temporal Flood Events","authors":"Manel Chehibi, Ahlem Ferchichi, I. Farah","doi":"10.1007/978-3-031-17801-6_18","DOIUrl":"https://doi.org/10.1007/978-3-031-17801-6_18","url":null,"abstract":"","PeriodicalId":87206,"journal":{"name":"Science & Christian belief","volume":"26 1","pages":"184-193"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78697342","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
On Conditional Belief Functions in the Dempster-Shafer Theory 论Dempster-Shafer理论中的条件信念函数
Science & Christian belief Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-17801-6_20
R. Jirousek, V. Kratochvíl, P. P. Shenoy
{"title":"On Conditional Belief Functions in the Dempster-Shafer Theory","authors":"R. Jirousek, V. Kratochvíl, P. P. Shenoy","doi":"10.1007/978-3-031-17801-6_20","DOIUrl":"https://doi.org/10.1007/978-3-031-17801-6_20","url":null,"abstract":"","PeriodicalId":87206,"journal":{"name":"Science & Christian belief","volume":"40 1","pages":"207-218"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86167307","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 Practical Strategy for Valid Partial Prior-Dependent Possibilistic Inference 一种有效的部分先验相关可能性推理的实用策略
Science & Christian belief Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-17801-6_19
D. Hose, M. Hanss, Ryan Martin
{"title":"A Practical Strategy for Valid Partial Prior-Dependent Possibilistic Inference","authors":"D. Hose, M. Hanss, Ryan Martin","doi":"10.1007/978-3-031-17801-6_19","DOIUrl":"https://doi.org/10.1007/978-3-031-17801-6_19","url":null,"abstract":"","PeriodicalId":87206,"journal":{"name":"Science & Christian belief","volume":"54 1","pages":"197-206"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88425512","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
Evidential Trustworthiness Estimation for Cooperative Perception 合作感知的证据可信度估计
Science & Christian belief Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-17801-6_17
A. Lima, V. Berge-Cherfaoui, P. Bonnifait
{"title":"Evidential Trustworthiness Estimation for Cooperative Perception","authors":"A. Lima, V. Berge-Cherfaoui, P. Bonnifait","doi":"10.1007/978-3-031-17801-6_17","DOIUrl":"https://doi.org/10.1007/978-3-031-17801-6_17","url":null,"abstract":"","PeriodicalId":87206,"journal":{"name":"Science & Christian belief","volume":"36 1","pages":"174-183"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77318560","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
On Improving a Group of Evidential Sources with Different Contextual Corrections 论一组不同语境更正的证据来源的完善
Science & Christian belief Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-17801-6_11
S. Mutmainah, S. Hachour, F. Pichon, D. Mercier
{"title":"On Improving a Group of Evidential Sources with Different Contextual Corrections","authors":"S. Mutmainah, S. Hachour, F. Pichon, D. Mercier","doi":"10.1007/978-3-031-17801-6_11","DOIUrl":"https://doi.org/10.1007/978-3-031-17801-6_11","url":null,"abstract":"","PeriodicalId":87206,"journal":{"name":"Science & Christian belief","volume":"43 1","pages":"109-118"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84510941","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 Qualitative Counterpart of Belief Functions with Application to Uncertainty Propagation in Safety Cases 信念函数的定性对应物及其在安全不确定性传播中的应用
Science & Christian belief Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-17801-6_22
Yassir Idmessaoud, D. Dubois, Jérémie Guiochet
{"title":"A Qualitative Counterpart of Belief Functions with Application to Uncertainty Propagation in Safety Cases","authors":"Yassir Idmessaoud, D. Dubois, Jérémie Guiochet","doi":"10.1007/978-3-031-17801-6_22","DOIUrl":"https://doi.org/10.1007/978-3-031-17801-6_22","url":null,"abstract":"","PeriodicalId":87206,"journal":{"name":"Science & Christian belief","volume":"26 1","pages":"231-241"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83532544","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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