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Titlebook: Artificial Intelligence: Theory and Applications; Endre Pap Book 2021 The Editor(s) (if applicable) and The Author(s), under exclusive lic

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发表于 2025-3-21 16:05:32 | 显示全部楼层 |阅读模式
期刊全称Artificial Intelligence: Theory and Applications
影响因子2023Endre Pap
视频video
发行地址Presents recent research on the theory and applications of Artificial Intelligence.Includes chapters on the mathematics of AI, Fuzzy Logic, Soft Computing, and Neural networks in the theory part.Provi
学科分类Studies in Computational Intelligence
图书封面Titlebook: Artificial Intelligence: Theory and Applications;  Endre Pap Book 2021 The Editor(s) (if applicable) and The Author(s), under exclusive lic
影响因子.This book is an up-to-date collection, in AI and environmental research, related to the project ATLAS. AI is used for gaining an understanding of complex research phenomena in the environmental sciences, encompassing heterogeneous, noisy, inaccurate, uncertain, diverse spatio-temporal data and processes. The first part of the book covers new mathematics in the field of AI: aggregation functions with special classes such as triangular norms and copulas, pseudo-analysis, and the introduction to fuzzy systems and decision making. Generalizations of the Choquet integral with applications in decision making as CPT are presented.  The second part of the book is devoted to AI in the geo-referenced air pollutants and meteorological data, image processing, machine learning, neural networks, swarm intelligence, robotics, mental well-being and data entry errors. The book is intended for researchers in AI and experts in environmental sciences as well as for Ph.D. students..
Pindex Book 2021
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发表于 2025-3-21 21:17:49 | 显示全部楼层
Collection and Decomposition Integrals in Multicriteria-Decision Support utility functions. In this chapter, we focus on the recently introduced collection and decomposition integrals, covering, among others, the Choquet, the Shilkret and the PAN integrals. We discuss some properties and give several examples of these integrals, in particular those extending the Lebesgu
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Convolutional Neural Networks Hyperparameters Tuning. One of the frequent tasks in applications with digital images is image classification which is a very challenging task. Major progress was made when convolution neural networks were introduced. The use of CNN has produced significant improvements in applications that require image classification.
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Fuzzy Metrics and Its Applications in Image Processingetric and the fuzzy .-metric are presented, after which, examples of known fuzzy metrics are provided, along with theorems that enable algorithms to develop new metrics. Two applications of fuzzy metrics in image processing are illustrated: Image filtering and Copy-move forgery detection. Image filt
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Aggregation Operators and Distributivity Equationsal and practical reasons, aggregation operators with an annihilator and aggregation operators with a neutral element are of special interest for researchers. The issue of distributivity of aggregation operators is crucial for many different areas such as decision making theory and integration theory
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The Use of Fuzzy Logic in Various Combinatorial Optimization Problems degree of uncertainty. These uncertainties can be modeled using various methods, including fuzzy sets. Apart from the precise description from the problems’ nature, fuzzy variables can describe the problem better, improve the solution and reduce costs for decision makers. In this chapter we show ho
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Patterns of PCB-138 Bioaccumulation in Small Pelagic Fish  from the Eastern Mediterranean Sea Using olyunsaturated .-3 and .-6 (PUFAs) fatty acid content in the tissue of the fish. The health benefits of PUFA ingestion coincide with the risk of intaking hazardous lipophilic persistent pollutants including organochlorine pesticides (OCPs) and related polychlorinated biphenyls (PCBs). We examined th
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