Chronic kidney disease (CKD) is one of the heterogeneous disorders in which the kidneys’ functionality degenerates over time. Although there is a range of abnormalities in kidney function, the malfunction going beyon...
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Green marketing and AI represent innovative realms intersecting environmental sustainability and technological advancements. Green marketing aims to promote eco-friendly products, practices, and sustainability initiat...
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Accurate global horizontal irradiance (GHI) estimation is crucial for integrating renewable energy sources into the primary electrical system because it has an impact on grid operations, stability, and planning. Solar...
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Along with physical activity and exercise, maintaining a nutritious diet is crucial to preventing obesity and a number of illnesses like diabetes, stroke, and cardiovascular diseases. The development of solutions for ...
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The recent computational systems include multicomputer formations. Multiple computers allow many tasks to be processed faster and concurrently and the possibility of implementing the same functions on various processo...
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The work is devoted to solving the scientific problem of decision support in intelligent optimization and design systems. The increased complexity of the tasks solved within the framework of the designated scientific ...
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ISBN:
(数字)9783031548130
ISBN:
(纸本)9783031548123
The work is devoted to solving the scientific problem of decision support in intelligent optimization and design systems. The increased complexity of the tasks solved within the framework of the designated scientific problem is associated with the presence of information uncertainty in the complex accounting of heterogeneous characteristics, which in some cases can’t be normalized and brought to a single measurement scale. The authors give formalized statements of the tasks to be solved. A conceptual data model is proposed. One of the options for formalizing such a data model is the transition to a vector representation of the information space. The criterion for evaluating belonging to a certain class is the argument for minimizing the distance between information elements in the vector space. The procedure for the accumulation by an intelligent system of precedent models set, which is a stage of machine learning, is described. After passing it, the intelligent system becomes capable of assessing the semantic similarity of operationally obtained models with precedents that have already fallen into the category of templates. The criterion for evaluating the effectiveness of an intelligent decision support system is the semantic similarity of the precedent model. A heuristic algorithm for determining semantic similarity was proposed. To optimize the time spent on supporting decision-making on the prevention and elimination of the emergency situations consequences, the authors also propose to use decentralized bioinspired methods, the advantages of which are internal procedures that provide diversification of the search space to exit from local optima and quickly obtain quasi-optimal solutions to the problem. The development of a modified bacterial optimization method (MBOM) was described. A software application has been created to conduct a computational experiment. The results of the conducted studies confirmed the advantages of the bacterial optimization proposed m
As digitalization worldwide is becoming very popular, securing the data has become a major challenge. Sensitive data of the user is personal information of the user is taken and utilized for unethical activities. One ...
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Predicting potato and tomato leaf disease is vital to global food security and economic stability. Potatoes and tomatoes are among the most important staple crops, providing essential nutrition to millions worldwide. ...
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Recommendation systems are playing a vital role in our day-to-day life whether it is going to explore new place, shopping avenues, tourist places, event planning, etc. It is the need of the hour to get a good recommen...
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Robots capable of automatically opening and closing articulated objects such as doors and drawers have broad potential applications in households, healthcare facilities, and industrial environments. Drawers can be ope...
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