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Modeling Decisions for Artificial Intelligence : 21st International Conference, MDAI 2024, Tokyo, Japan, August 27–31, 2024, Proceedings / edited by Vicenç Torra, Yasuo Narukawa, Hiroaki Kikuchi

Vicenç Torra (Herausgeber)
Yasuo Narukawa (Herausgeber)
Hiroaki Kikuchi (Herausgeber)
SpringerLink (Online service) (Sonstige)

Cham: Springer Nature Switzerland, Imprint: Springer
2024

1st ed. 2024

Online-Ressource, XIII, 252 p. 76 illus., 64 illus. in color. : online resource.

Invited paper -- Taste Media Innovative Technology Transforms the Eating Experience -- Fuzzy measures and integrals -- An axiomatic definition of non discrete Mbius transform -- Fuzzy Rough Choquet Distances -- Uncertainty in AI -- Entropies from f divergences -- Comparative Study of Methods for Estimating Interval Priority Weights Focusing on the Accuracy in Selecting the Best Alternative -- Clustering -- Sequential Cluster Extraction by Noise Clustering Based on Local Outlier Factor -- On Objective Based Clustering from the Perspective of Transportation Problem -- Data science and data privacy -- Decision Tree Based Inference of Lightning Network Client Implementations -- nuggets Data Pattern Extraction Framework in R -- User centred Argumentation Analysis of Local Explanations in Explainable AI -- Revised Margin-Maximization Method for Fuzzy Nearest Prototype Classification -- Bistochastically private release of data streams with delay -- Differentially Private Extreme Learning Machine -- Studying the impact of edge privacy on link prediction in temporal graphs -- Dissimilar Similarities Comparing Human and Statistical Similarity Evaluation in Medical AI -- On the necessity of counterfeits and deletions for continuous data publishing -- A Poisoning-Resilient LDP schema leveraging Oblivious Transfer with the Hadamard Transform -- Experimental Evaluation for Risk Assessment of Privacy Preserving Synthetic Data -- Transforming Stock Price Forecasting Deep Learning Architectures and Strategic Feature Engineering

978-3-031-68208-7

Englisch

Deutschland

Informatik

Artificial Intelligence.
Computer System Implementation.
Computer Communication Networks.
Data Structures and Information Theory.
Theory of Computation.

006.3

Lecture Notes in Artificial Intelligence ; 14986

urn:nbn:de:101:1-2408161318017.675287349133 (URN)
10.1007/978-3-031-68208-7 (DOI)

1339205955