SCIREA Journal of Computer is an
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Yuriy Zaychenko, Yevgeniy Bodyanskiy, Helen Zaichenko, Oleksii Kuzmenko
Abstract:The article investigates the effectiveness of applying hybrid deep learning networks based on self-organization to the problem of forecasting financial market dynamics. The focus is placed on the GMDH-Neo-Fuzzy architecture, which combines the advantages of the Group Method of Data Handling (GMDH) and Neo-Fuzzy Neurons. The
Andrey Yu. Shcherbakov, Anna A. Shcherbakova, Elena V. Malkova
Abstract:The article examines general aspects of modeling consciousness based on dynamic cognitive processes. Using a set-theoretic approach, general requirements for a model of consciousness are formulated and its optimality is demonstrated, including its inherent multilingualism. Code fragments describing particular technical aspe
Abstract:Non-monotonic reasoning is different kind of reasoning in which many conclusions drawn by adding knowledge. Temporal non-monotonic reasoning in which conclusion will be changed when time goes on changed. For instance, the bird can’t fly up to certain age. The non-monotonic problem is undecided. An undecided problem has no s
Abstract:Personalized learning path recommendation is crucial for enhancing learning efficiency and engagement in increasingly diverse and large-scale online educational environments. Traditional recommendation methods often struggle to capture the complex semantic relationships and prerequisite dependencies inherent in learning dom
Abstract:Scientific and reasonable configuration of the capacity of wind power, photovoltaic and energy storage systems in hybrid power system (HPS) is an important prerequisite to realize its comprehensive benefits and promote the development of new energy sources, and it is also a hotspot of current research. In this paper, we imp
Abstract:This paper first formalizes classical modal syllogisms from the perspective of knowledge representation. Subsequently, it employs modal logic and generalized quantifier theory to prove the validity of the classical modal syllogism 口AI◇I-3. Finally, making best of some rules and facts in first-order logic and the definitions
Abstract:A modern Square{Q}={Q, Q, Q, Q} is composed of the quantifier Q, its inner negation Q, outer negation Q and dual negation Q. This paper focuses on studying the generalized modal syllogisms formed by modalities and the 8 quantifiers in Square{no} and Square{at most half of the}. More specifically, this paper firstly presents
Abstract:With the rapid development of mobile internet and the widespread adoption of smart devices, the importance of mobile user experience (UX) design has become increasingly prominent. However, traditional design methods demonstrate significant limitations in addressing personalization, multi-device adaptation, and real-time fee
Abstract:In the past 20 years, with the development of emerging technologies such as the Internet, cloud computing, the Internet of Things, big data and artificial intelligence, intelligence developed on the basis of informatization is in the ascendant, and the revolution of big data, pervasive computing, interconnection of everythi
Abstract:This paper first symbolizes the propositions involved in Aristotelian modal syllogisms from the perspective of mathematical structuralism, then proves the validity of the Aristotelian modal syllogism □AE◇O-2 by relevant definitions, and finally deduces the other 26 valid Aristotelian modal syllogisms from the syllogism □AE◇
