Studies in Computational Intelligence

Theory and Applications

By: Endre Pap (Editor)

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Paperback | 17 July 2022

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368 Pages

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23.5 x 15.5 x 1.93

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Part I: Theory.- Mathematical base for Artificial Intelligence.- Collection and decomposition integrals in multicriteria-decision support.- A refinement of the Jensen type inequality for the pseudo-integral.- Convolutional Neural Networks Hyperparameters Tuning.- The Case for Quantifying Artificial General Intelligence with Entropy Semifields.- Fuzzy metrics and its applications in image processing.- Aggregation operations and distributivity equations.- The use of Fuzzy Logic in Various Combinatorial Optimization problems.- Improved BAT Algorithm for Solving Job Scheduling Problem in Hotels and Restaurants.- Part II: Applications.- Explainable machine learning prediction of PCB-138 behavior patterns in edible fish from Croatian Adriatic.- Patterns of PCB-138 occurrence in the breast milk of primiparae and multiparae using SHapley Additive exPlanations analysis.- What information on volatile organic compounds can be obtained from the data of a single measurement site through the use of artificial intelligence? .- The Linear Fuzzy Space: Theory and Applications.- Image fuzzy segmentation using aggregated distance functions and pixel descriptors.- A generative model for the creation of large synthetic image datasets used for distance estimation .- Appraisal of Apartments in Belgrade using Hedonic Regression: Model Specification, Predictive Performance, Suitability for Mass Appraisal, and Comparison with Machine Learning Methods.- Conversational agents for learning foreign languages a survey.- Intelligent interactive technologies for mental well-being.

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