Zobrazeno 1 - 10
of 23
pro vyhledávání: '"Marius Gavrilescu"'
Hierarchical Classification of Transversal Skills in Job Advertisements Based on Sentence Embeddings
Publikováno v:
Information, Vol 15, Iss 3, p 151 (2024)
This paper proposes a classification methodology aimed at identifying correlations between job ad requirements and transversal skill sets, with a focus on predicting the necessary skills for individual job descriptions using a deep learning model. Th
Externí odkaz:
https://doaj.org/article/1220bed36612441db88f1846fa4594f7
Publikováno v:
Applied Sciences, Vol 12, Iss 19, p 9997 (2022)
Artificial neural networks have proven to be effective in a wide range of fields, providing solutions to various problems. Training artificial neural networks using evolutionary algorithms is known as neuroevolution. The idea of finding not only the
Externí odkaz:
https://doaj.org/article/ec4c52066a574820a1420c63451dab74
Publikováno v:
Mathematics, Vol 10, Iss 19, p 3581 (2022)
Neural networks have demonstrated their usefulness for solving complex regression problems in circumstances where alternative methods do not provide satisfactory results. Finding a good neural network model is a time-consuming task that involves sear
Externí odkaz:
https://doaj.org/article/98d2b33ad941480b9d587a2f41713c2c
Publikováno v:
Mathematics, Vol 10, Iss 10, p 1721 (2022)
Recent advancements in artificial intelligence and machine learning have led to the development of powerful tools for use in problem solving in a wide array of scientific and technical fields [...]
Externí odkaz:
https://doaj.org/article/d6d1b9e2d0954d62a2ff053a8a51a351
Autor:
Costel Anton, Florin Leon, Marius Gavrilescu, Elena-Niculina Drăgoi, Sabina-Adriana Floria, Silvia Curteanu, Cătălin Lisa
Publikováno v:
Mathematics, Vol 10, Iss 11, p 1891 (2022)
In the brick manufacturing industry, there is a growing concern among researchers to find solutions to reduce energy consumption. An industrial process for obtaining bricks was approached, with the manufacturing mix modified via the introduction of s
Externí odkaz:
https://doaj.org/article/354af3375be049e580e109957c2cf5bf
Autor:
Florin Leon, Marius Gavrilescu
Publikováno v:
Mathematics, Vol 9, Iss 6, p 660 (2021)
This paper provides a literature review of some of the most important concepts, techniques, and methodologies used within autonomous car systems. Specifically, we focus on two aspects extensively explored in the related literature: tracking, i.e., id
Externí odkaz:
https://doaj.org/article/8dda6f65d0d347f5adcab90adf6dbf92
Autor:
Marius Gavrilescu, Florin Leon
Publikováno v:
2022 26th International Conference on System Theory, Control and Computing (ICSTCC).
Autor:
Marius Gavrilescu
Publikováno v:
ICSTCC
The analysis of biometric data has applications in a variety of fields including security, behavioral studies, surveillance and monitoring. A typical problem when analyzing such data is the identification of meaningful features. The challenge is to f
Publikováno v:
ICSTCC
This work describes a multi-agent simulation for emergency evacuation. The agents are designed using the BDI architecture and use different collaboration patterns in order to find, as quickly as possible, the exits from different buildings represente
Autor:
Marius Gavrilescu
Publikováno v:
2020 International Conference on e-Health and Bioengineering (EHB).
Complex 3D and multidimensional medical data require significant computational resources to render high-quality, high-resolution images which provide useful information from the originating data set. As an alternative to traditional on-the-fly ray-ca