LEADER 04414nam 22007215 450 001 9910881097403321 005 20250624084723.0 010 $a3-031-68208-4 024 7 $a10.1007/978-3-031-68208-7 035 $a(MiAaPQ)EBC31605055 035 $a(Au-PeEL)EBL31605055 035 $a(CKB)34039642300041 035 $a(DE-He213)978-3-031-68208-7 035 $a(EXLCZ)9934039642300041 100 $a20240814d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aModeling Decisions for Artificial Intelligence $e21st International Conference, MDAI 2024, Tokyo, Japan, August 27?31, 2024, Proceedings /$fedited by Vicenç Torra, Yasuo Narukawa, Hiroaki Kikuchi 205 $a1st ed. 2024. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2024. 215 $a1 online resource (257 pages) 225 1 $aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v14986 311 08$a3-031-68207-6 320 $aIncludes bibliographical references and index. 327 $aInvited 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. 330 $aThis book constitutes the refereed proceedings of the 21st International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2024, held in Umeå, Sweden, during August 27-30, 2024. The 18 full papers were carefully reviewed and selected from 37 submissions. There were organized in topical headings as follows: Fuzzy measures and integrals; uncertainty in AI; clustering; and data science and data privacy. 410 0$aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v14986 606 $aArtificial intelligence 606 $aComputer systems 606 $aComputer networks 606 $aData structures (Computer science) 606 $aInformation theory 606 $aComputer science 606 $aArtificial Intelligence 606 $aComputer System Implementation 606 $aComputer Communication Networks 606 $aData Structures and Information Theory 606 $aTheory of Computation 615 0$aArtificial intelligence. 615 0$aComputer systems. 615 0$aComputer networks. 615 0$aData structures (Computer science) 615 0$aInformation theory. 615 0$aComputer science. 615 14$aArtificial Intelligence. 615 24$aComputer System Implementation. 615 24$aComputer Communication Networks. 615 24$aData Structures and Information Theory. 615 24$aTheory of Computation. 676 $a006.3015118 702 $aTorra$b Vicenc? 702 $aNarukawa$b Yasuo 702 $aKikuchi$b Hiroaki 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910881097403321 996 $aModeling Decisions for Artificial Intelligence$9772296 997 $aUNINA