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Information Processing and Management of Uncertainty in Knowledge-Based Systems

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Cover of 'Information Processing and Management of Uncertainty in Knowledge-Based Systems'

Table of Contents

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    Book Overview
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    Chapter 1 On Ruspini’s Models of Similarity-Based Approximate Reasoning
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    Chapter 2 Fuzzy Memories of Enrique Hector Ruspini (1942–2019)
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    Chapter 3 From Eliza to Siri and Beyond
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    Chapter 4 Average Jane, Where Art Thou? – Recent Avenues in Efficient Machine Learning Under Subjectivity Uncertainty
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    Chapter 5 Why Spiking Neural Networks Are Efficient: A Theorem
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    Chapter 6 Which Distributions (or Families of Distributions) Best Represent Interval Uncertainty: Case of Permutation-Invariant Criteria
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    Chapter 7 A L 1 Minimization Optimal Corrective Explanation Procedure for Probabilistic Databases
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    Chapter 8 Sufficient Solvability Conditions for Systems of Partial Fuzzy Relational Equations
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    Chapter 9 Polar Representation of Bipolar Information: A Case Study to Compare Intuitionistic Entropies
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    Chapter 10 Generalized Weak Transitivity of Preference
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    Chapter 11 Investigation of Ranking Methods Within the Military Value of Information (VoI) Problem Domain
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    Chapter 12 Combining Multi-Agent Systems and Subjective Logic to Develop Decision Support Systems
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    Chapter 13 Decision Under Ignorance: A Comparison of Existing Criteria
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    Chapter 14 Multi-agent Systems and Voting: How Similar Are Voting Procedures
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    Chapter 15 Softening the Robustness of Optimization Problems: A New Budgeted Uncertainty Approach
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    Chapter 16 Hierarchical Reasoning and Knapsack Problem Modelling to Design the Ideal Assortment in Retail
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    Chapter 17 Towards Multi-perspective Conformance Checking with Aggregation Operations
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    Chapter 18 On the Impact of Fuzzy Constraints in the Variable Size and Cost Bin Packing Problem
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    Chapter 19 Artificial Bee Colony Algorithm Applied to Dynamic Flexible Job Shop Problems
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    Chapter 20 From Truth Degree Comparison Games to Sequents-of-Relations Calculi for Gödel Logic
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    Chapter 21 Ordinal Graph-Based Games
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    Chapter 22 On Relevance of Linguistic Summaries – A Case Study from the Agro-Food Domain
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    Chapter 23 Data-Driven Classifiers for Predicting Grass Growth in Northern Ireland: A Case Study
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    Chapter 24 Forecasting Electricity Consumption in Residential Buildings for Home Energy Management Systems
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    Chapter 25 Solving Dynamic Delivery Services Using Ant Colony Optimization
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    Chapter 26 Acoustic Feature Selection with Fuzzy Clustering, Self Organizing Maps and Psychiatric Assessments
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    Chapter 27 Concept Membership Modeling Using a Choquet Integral
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    Chapter 28 Using Topic Information to Improve Non-exact Keyword-Based Search for Mobile Applications
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    Chapter 29 A Graph Theory Approach to Fuzzy Rule Base Simplification
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    Chapter 30 MaTED: Metadata-Assisted Twitter Event Detection System
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    Chapter 31 Image-Based World-perceiving Knowledge Graph (WpKG) with Imprecision
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    Chapter 32 Possibilistic Estimation of Distributions to Leverage Sparse Data in Machine Learning
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    Chapter 33 Maximal Clique Based Influence Maximization in Networks
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    Chapter 34 A Probabilistic Approach for Discovering Daily Human Mobility Patterns with Mobile Data
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    Chapter 35 Feature Reduction in Superset Learning Using Rough Sets and Evidence Theory
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    Chapter 36 Graphical Causal Models and Imputing Missing Data: A Preliminary Study
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    Chapter 37 Competitive Online Quantile Regression
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    Chapter 38 On the Analysis of Illicit Supply Networks Using Variable State Resolution-Markov Chains
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    Chapter 39 Deep Conformal Prediction for Robust Models
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    Chapter 40 Continuous Analogical Proportions-Based Classifier
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    Chapter 41 Evaluation of Uncertainty Quantification in Deep Learning
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    Chapter 42 Performance and Interpretability in Fuzzy Logic Systems – Can We Have Both?
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    Chapter 43 Explaining the Neural Network: A Case Study to Model the Incidence of Cervical Cancer
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    Chapter 44 Thin Structures Segmentation Using Anisotropic Neighborhoods
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    Chapter 45 Dempster-Shafer Parzen-Rosenblatt Hidden Markov Fields for Multichannel Image Segmentation
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    Chapter 46 Automatic Detection of Symmetry in Dermoscopic Images Based on Shape and Texture
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    Chapter 47 Modeling the Costs of Trade Finance During the Financial Crisis of 2008–2009: An Application of Dynamic Hierarchical Linear Model
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    Chapter 48 Dynamic Pricing Using Thompson Sampling with Fuzzy Events
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    Chapter 49 Electrical Power Grid Frequency Estimation with Fuzzy Boolean Nets
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    Chapter 50 Fuzzy Clustering Stability Evaluation of Time Series
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    Chapter 51 Creating Classification Models from Textual Descriptions of Companies Using Crunchbase
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    Chapter 52 Automatic Truecasing of Video Subtitles Using BERT: A Multilingual Adaptable Approach
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    Chapter 53 Feature Extraction with TF-IDF and Game-Theoretic Shadowed Sets
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    Chapter 54 To BERT or Not to BERT Dealing with Possible BERT Failures in an Entailment Task
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Title
Information Processing and Management of Uncertainty in Knowledge-Based Systems
Published by
Springer International Publishing, August 2020
DOI 10.1007/978-3-030-50146-4
ISBNs
978-3-03-050145-7, 978-3-03-050146-4
Editors

Lesot, Marie-Jeanne, Vieira, Susana, Reformat, Marek Z., Carvalho, João Paulo, Wilbik, Anna, Bouchon-Meunier, Bernadette, Yager, Ronald R.

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