Confidence measures for predictions in fuzzy inductive reasoning

Francois E. Cellier; Josefina Lopez; Angela Nebot; Gabriela Cembrano

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Confidence measures for predictions in fuzzy inductive reasoning

机译：模糊归纳推理预测的置信度

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摘要

This paper deals with the assessment of the reliability of predictions made in the context of the fuzzy inductive reasoning methodology. The reliability of predictions is assessed by means of two separate confidence measures, a proximity measure and a similarity measure. A time series and a single-input/single-output system are used as two different applications to study the viability of these confidence measures.

机译：本文涉及在模糊归纳推理方法中对预测的可靠性进行评估。预测的可靠性通过两个独立的置信度度量（接近度度量和相似度度量）进行评估。时间序列和单输入/单输出系统被用作两个不同的应用程序，以研究这些置信度度量的可行性。

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来源
《International journal of general systems》 |2010年第8期|p.839-853|共15页
作者
Francois E. Cellier; Josefina Lopez; Angela Nebot; Gabriela Cembrano;
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作者单位

Department of Computer Science, ETH Zurich, CH-8092 Zurich, Switzerland;

Software Department, Technical University of Catalonia (UPC), C/Colom 11, Terrassa 08222, Spain;

Software Department, Technical University of Catalonia (UPC), Jordi Girona Salgado 1-3, Barcelona 08034, Spain;

Institute Robotics & Industrial Informatics, Technical University of Catalonia (UPC), LLorens i Artigas 4-6, Barcelona 08028, Spain;

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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
中图分类
关键词
qualitative modelling; qualitative simulation; fuzzy inductive reasoning; confidence measure; estimation of modelling error;

机译：定性建模;定性模拟模糊归纳推理;置信度建模误差估计;

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1. Invited Survey Paper Fuzzy inductive reasoning: a consolidated approach to data-driven construction of complex dynamical systems [J] . Angela Nebot, Francisco Mugica International journal of general systems . 2012,第7期

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2. Short-Term Load Forecasting Using Fuzzy Inductive Reasoning and Evolutionary Algorithms [J] . Hinojosa V. H., Hoese A. Power Systems, IEEE Transactions on . 2010,第1期

机译：基于模糊归纳推理和进化算法的短期负荷预测
3. Fuzzy inductive reasoning for variable selection analysis and modelling of biological systems [J] . Angela Nebot, Francois E. Cellier, Raul Carvajal, International journal of general systems . 2009,第8期

机译：生物系统变量选择分析与建模的模糊归纳推理
4. A Hierarchical Perspective to Fuzzy Inductive Reasoning: An attempt to obtain more understandable Fuzzy Inductive Reasoning Rules [C] . Solmaz Bagherpour, Fransisco Mugica, Angela Nebot IEEE International Conference on Fuzzy Systems . 2015

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5. Using measures of situation awareness to characterize mental models in inductive reasoning tasks. [D] . Zhang, Tao. 2009

机译：使用情境意识测度来表征归纳推理任务中的心理模型。
6. Depressive Symptoms and Inductive Reasoning Performance: Findings from the ACTIVE Reasoning Training Intervention [O] . Jeanine M. Parisi, Mary Kathryn Franchetti, George W. Rebok, -1

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7. Confidence measures for predictions in fuzzy inductive reasoning [O] . Cellier, François E., López, Josefina, Nebot, Àngela, 2010

机译：模糊归纳推理预测的置信度
8. Comparative Study of Multivariate Analysis for Selection and Classification Using Fuzzy Measures and Reasoning [R] . Chang, S. I. , Lee, E. S. , Hanna, S. R. 2001

机译：基于模糊测度和推理的多元分析选择与分类比较研究

Confidence measures for predictions in fuzzy inductive reasoning

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