(Field of Science):
- Automation, electronic and electrical engineering (Engineering and Technology)
- Information and communication technology (Engineering and Technology)
- Biomedical engineering (Engineering and Technology)
- Security studies (Social studies)
- Communication and media studies (Social studies)
- Management and quality studies (Social studies)
- Computer and information sciences (Natural sciences)
(Field of Science)
Ministry points: Help
|Year 2021||200||Ministry Scored Journals List 2019|
|2021||200||Ministry Scored Journals List 2019|
|2020||200||Ministry Scored Journals List 2019|
|2019||200||Ministry Scored Journals List 2019|
Papers published in journal
Time series classification (TSC) is the problem of categorizing time series data by using machine learning techniques. Its applications vary from cybersecurity and health care to remote sensing and human activity recognition. In this paper, we propose a novel multi-process collaborative architecture for TSC. The propositioned method amalgamates multi-head convolutional neural networks and capsule mechanism. In addition to the discovery...
Recent Advances in Accelerated Multi-Objective Design of High-Frequency Structures using Knowledge-Based Constrained Modeling ApproachPublication
Design automation, including reliable optimization of engineering systems, is of paramount importance for both academia and industry. This includes the design of high-frequency structures (antennas, microwave circuits, integrated photonic components), where the appropriate adjustment of geometry and material parameters is crucial to meet stringent performance requirements dictated by practical applications. Realistic design has...
This article is devoted to the issue of forecasting exchange rates. The objective of the conducted research is to develop a predictive model with the use of an innovative methodology - fuzzy logic theory - and to evaluate its effectiveness in times of prosperity and during the financial crisis. The model is based on sets of rules written by the author in the form of IF-THEN, where expert knowledge is stored. This model is the result...
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