(Field of Science):
- Automation, electronic and electrical engineering (Engineering and Technology)
- Biomedical engineering (Engineering and Technology)
- Chemical sciences (Natural sciences)
Ministry points: Help
|2021||100||Ministry Scored Journals List 2019|
|2020||100||Ministry Scored Journals List 2019|
|2019||100||Ministry Scored Journals List 2019|
- author's version of the article before the review
- author's version of the article after the review
Status table SHERPA RoMEO
|RoMEO color||Archiving policy|
|Green||can archive pre-prints and post-prints or a version of the publisher|
|Blue||can archive post-prints|
|Yellow||can archive pre-prints|
|White||can not archive any materials|
Papers published in journal
In this research, a study of cross-linguistic speech emotion recognition is performed. For this purpose, emotional data of different languages (English, Lithuanian, German, Spanish, Serbian, and Polish) are collected, resulting in a cross-linguistic speech emotion dataset with the size of more than 10.000 emotional utterances. Despite the bi-modal character of the databases gathered, our focus is on the acoustic representation...
Employing Subjective Tests and Deep Learning for Discovering the Relationship between Personality Types and Preferred Music GenresPublication
The purpose of this research is two-fold: (a) to explore the relationship between the listeners’ personality trait, i.e., extraverts and introverts and their preferred music genres, and (b) to predict the personality trait of potential listeners on the basis of a musical excerpt by employing several classification algorithms. We assume that this may help match songs according to the listener’s personality in social music networks....
Expedited Globalized Antenna Optimization by Principal Components and Variable-Fidelity EM Simulations: Application to Microstrip Antenna DesignPublication
Parameter optimization, also referred to as design closure, is imperative in the development of modern antennas. Theoretical considerations along with rough dimension adjustment through supervised parameter sweeping can only yield initial designs that need to be further tuned to boost the antenna performance. The major challenges include handling of multi-dimensional parameter spaces while accounting for several objectives and...
Nested Kriging with Variable Domain Thickness for Rapid Surrogate Modeling and Design Optimization of AntennasPublication
Design of modern antennas faces numerous difficulties, partially rooted in stringent specifications imposed on both electrical and field characteristics, demands concerning various functionalities (circular polarization, pattern diversity, band-notch operation), but also constraints imposed upon the physical size of the radiators. Conducting the design process at the level of full-wave electromagnetic (EM) simulations, otherwise...
Novel Fault Identification for Electromechanical Systems via Spectral Technique and Electrical Data ProcessingPublication
It is proposed, developed, investigated, and validated by experiments and modelling for the first time in worldwide terms new data processing technologies, higher order spectral multiple correlation technologies for fault identification for electromechanical systems via electrical data processing. Investigation of the higher order spectral triple correlation technology via modelling has shown that the proposed data processing technology...
This paper presents an open-source digital circuit of the coprocessor for an integer multiple-precision arithmetic (MPA). The purpose of this coprocessor is to support a central processing unit (CPU) by offloading computations requiring integer precision higher than 32/64 bits. The coprocessor is developed using the very high speed integrated circuit hardware description language (VHDL) as an intellectual property (IP) core. Therefore,...
Reliable Surrogate Modeling of Antenna Input Characteristics by Means of Domain Confinement and Principal ComponentsPublication
A reliable design of contemporary antenna structures necessarily involves full-wave electromagnetic (EM) analysis which is the only tool capable of accounting, for example, for element coupling or the effects of connectors. As EM simulations tend to be CPU-intensive, surrogate modeling allows for relieving the computational overhead of design tasks that require numerous analyses, for example, parametric optimization or uncertainty...
Diagonalized Macromodels in Finite Element Method for Fast Electromagnetic Analysis of Waveguide ComponentsPublication
A new technique of local model-order reduction (MOR) in 3-D finite element method (FEM) for frequency-domain electromagnetic analysis of waveguide components is proposed in this paper. It resolves the problem of increasing solution time of the reduced-order system assembled from macromodels created in the subdomains, into which an analyzed structure is partitioned. This problem becomes particularly relevant for growing size and...
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