Integrated Uncertainty Management and Applications
Integrated Uncertainty Management and Applications
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发表时间：
2010
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通讯作者：
V. Huynh;Y. Nakamori;J. Lawry;M. Inuiguchi
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作者：
V. Huynh;Y. Nakamori;J. Lawry;M. Inuiguchi
主题演讲和特邀演讲。- 基于区间的决策问题模型。- 关于 Choquet 积分风险度量。- 用单词和系统功能语言学进行计算：语言数据摘要和自然语言生成。- 在以人为中心的系统开发中管理粒度信息。- 大型偏序集合中的 Dempster-Shafer 推理：在机器学习中的应用。- 拟联结函数：模糊集理论和模糊集理论之间的桥梁。概率论。- 模糊测度和积分。- 模糊积分综述：可拓方向。- 局部紧空间上的 Choquet 积分：综述。- 非可加测度理论中 Egoroff 定理的新条件。- Riesz 空间值非可加测度的研究。- 模糊测度的熵。- 模糊测度的重要性和相互作用的表示，能力、博弈及其扩展：调查。- 能力、集值随机变量和大数法则。- 综合不确定性和运筹学。- 对称性：综合不确定性管理的一般方法。- 区间概率。- 区间数据的定性和定量数据包络分析。- 连续模糊数据的柯尔莫戈洛夫-斯米尔诺夫两样本检验。- 混合模糊定性特征的最小二乘回归模型。- 具有取决于随机需求的模糊短缺成本的单期库存模型。- 具有 VaR 目标的基于可变容量的模糊随机设施定位问题。- 用于解决混合整数二次双层问题的双层混合神经网络方法。- 聚合算子和决策。- 拟凹函数的聚合。-具有常数的 Choquet 积分模型。- 模糊 MCDM 和 Sugeno 积分。- 基于区间回归分析的区间 AHP 中的群体决策。- 涉及语义重叠的语言多专家决策。- 为随机模糊目标规划构建模糊随机目标约束。- 不确定性的逻辑方法。- 袋子、收费集和模糊集。- 关于评估变精度粗糙集逼近精度的标准。- 克里普克语义框架中序列、多重集和集合的粒度和逼近。- 未来的不确定性：次一致方法。- 交换剩余格上的过滤器。- 具有弱关联连接器的模糊逻辑的代数结构。- 推理不确定性。- 连续域中的不确定性推理。- 信息单元混合模型：模糊概念的认知表示。- 不确定类成员程度与概率、置信度和可能性度量的组合。- 从具有不确定数值的表中生成基于粗糙集的规则。- 从决策表中获取知识以进行证据推理。- 数据挖掘。-粗糙集中的可扩展方法。- 各种进化和模因算法的比较。- 模糊 c 均值中参数 m 的选择：一种计算方法。- 使用模糊聚类的基于相异性的主成分分析。- 模糊和半硬 c 均值聚类在分类器设计中的应用。- 应用。- 聚合算子在数据隐私中的应用。- 简化的知识发现的粗略分析地震数据库。- 使用生物矩阵和模糊神经网络通过击键动力学进行用户身份验证。- 如何通过核心员工的沟通激活协作网络？。- 创意城市评估模糊随机数据的粗糙集重构。- 实时模糊切换回归分析的新思路：核电厂案例研究。- 对应分析和课程比较的敏感性考虑。
Keynote and Invited Talks.- Interval-Based Models for Decision Problems.- On Choquet Integral Risk Measures.- Computing with Words and Systemic Functional Linguistics: Linguistic Data Summaries and Natural Language Generation.- Managing Granular Information in the Development of Human-Centric Systems.- Dempster-Shafer Reasoning in Large Partially Ordered Sets: Applications in Machine Learning.- Quasi-copulas: A Bridge between Fuzzy Set Theory and Probability Theory.- Fuzzy Measures and Integrals.- A Survey of Fuzzy Integrals: Directions for Extensions.- Choquet Integral on Locally Compact Space: A Survey.- New Conditions for the Egoroff Theorem in Non-additive Measure Theory.- A Study of Riesz Space-Valued Non-additive Measures.- Entropy of Fuzzy Measure.- Representations of Importance and Interaction of Fuzzy Measures, Capacities, Games and Its Extensions: A Survey.- Capacities, Set-Valued Random Variables and Laws of Large Numbers for Capacities.- Integrated Uncertainty and Operations Research.- Symmetries: A General Approach to Integrated Uncertainty Management.- On Interval Probabilities.- Qualitative and Quantitative Data Envelopment Analysis with Interval Data.- Kolmogorov-Smirnov Two Sample Test with Continuous Fuzzy Data.- Hybrid Fuzzy Least-Squares Regression Model for Qualitative Characteristics.- Single-Period Inventory Models with Fuzzy Shortage Costs Dependent on Random Demands.- A Variable-Capacity-Based Fuzzy Random Facility Location Problem with VaR Objective.- Double-Layered Hybrid Neural Network Approach for Solving Mixed Integer Quadratic Bilevel Problems.- Aggregation Operators and Decision Making.- Aggregation of Quasiconcave Functions.- Choquet Integral Models with a Constant.- Fuzzy MCDM and the Sugeno Integral.- Group Decisions in Interval AHP Based on Interval Regression Analysis.- Linguistic Multi-Expert Decision Making Involving Semantic Overlapping.- Constructing Fuzzy Random Goal Constraints for Stochastic Fuzzy Goal Programming.- Logical Approaches to Uncertainty.- Bags, Toll Sets, and Fuzzy Sets.- On a Criterion for Evaluating the Accuracy of Approximation by Variable Precision Rough Sets.- Granularity and Approximation in Sequences, Multisets, and Sets in the Framework of Kripke Semantics.- Uncertainty in Future: A Paraconsistent Approach.- Filters on Commutative Residuated Lattices.- An Algebraic Structure of Fuzzy Logics with Weakly Associative Conjunctors.- Reasoning with Uncertainty.- Reasoning with Uncertainty in Continuous Domains.- Information Cell Mixture Models: The Cognitive Representations of Vague Concepts.- Combination of Uncertain Class Membership Degrees with Probabilistic, Belief, and Possibilistic Measures.- Toward Rough Sets Based Rule Generation from Tables with Uncertain Numerical Values.- Acquiring Knowledge from Decision Tables for Evidential Reasoning.- Data Mining.- Scalable Methods in Rough Sets.- Comparison of Various Evolutionary and Memetic Algorithms.- On the Selection of Parameter m in Fuzzy c-Means: A Computational Approach.- Dissimilarity Based Principal Component Analysis Using Fuzzy Clustering.- Fuzzy and Semi-hard c-Means Clustering with Application to Classifier Design.- Applications.- On the Applications of Aggregation Operators in Data Privacy.- Rough Analysis for Knowledge Discovery in a Simplified Earthquake Database.- User Authentication via Keystroke Dynamics Using Bio-matrix and Fuzzy Neural Network.- How to Activate a Collaboration Network via a Core Employee's Communication?.- Restructuring of Rough Sets for Fuzzy Random Data of Creative City Evaluation.- A Novel Idea of Real-Time Fuzzy Switching Regression Analysis: A Nuclear Power Plants Case Study.- Consideration on Sensitivity for Correspondence Analysis and Curriculum Comparison.