Zobrazeno 1 - 10
of 103
pro vyhledávání: '"Gabriela Czibula"'
Autor:
George Ciubotariu, Gabriela Czibula
Publikováno v:
IEEE Access, Vol 10, Pp 125600-125615 (2022)
Recently proposed improvements in the field of Computer Vision refer to enhancing the feature processing capabilities of Single-Task Convolutional Neural Networks. A typical Single-Task network consists of a backbone and a head, where the feature ext
Externí odkaz:
https://doaj.org/article/dc6aa855e21d48b486edfdbde883e646
Publikováno v:
IEEE Access, Vol 10, Pp 80651-80666 (2022)
Nowadays, both predictive and descriptive modelling play a key role in decision-making processes in almost every branch of activity. In this article we are introducing $IntelliDaM$ , a generic machine learning-based framework useful for improving the
Externí odkaz:
https://doaj.org/article/b886f9e64de04ade9edaa7f5e8ee0fb7
Publikováno v:
IEEE Access, Vol 10, Pp 64801-64818 (2022)
Software Defects Prediction represents an essential activity during software development that contributes to continuously improving software quality and software maintenance and evolution by detecting defect-prone modules in new versions of a softwar
Externí odkaz:
https://doaj.org/article/cdd01ca0f48f4f5e8ef60d5543ce902b
Publikováno v:
Atmosphere, Vol 14, Iss 1, p 182 (2023)
Flash floods are a major weather-related risk, as they cause more than 5000 fatalities annually, according to the World Meteorological Organization. Quantitative Precipitation Estimation is a method used to approximate the rainfall over locations whe
Externí odkaz:
https://doaj.org/article/bedc20ca5c87451bb23949bbf71e3e2c
Autor:
Alexandra-Ioana Albu, Gabriela Czibula, Andrei Mihai, Istvan Gergely Czibula, Sorin Burcea, Abdelkader Mezghani
Publikováno v:
Remote Sensing, Vol 14, Iss 16, p 3890 (2022)
With the recent increase in the occurrence of severe weather phenomena, the development of accurate weather nowcasting is of paramount importance. Among the computational methods that are used to predict the evolution of weather, deep learning techni
Externí odkaz:
https://doaj.org/article/0b694a323d20468f90c79c2dfca61353
Publikováno v:
Mathematics, Vol 10, Iss 15, p 2572 (2022)
Software authorship attribution, defined as the problem of software authentication and resolution of source code ownership, is of major relevance in the software engineering field. Authorship analysis of source code is more difficult than the classic
Externí odkaz:
https://doaj.org/article/f8da11a4f61a4da9a162aca2b411ea1f
Publikováno v:
Mathematics, Vol 9, Iss 22, p 2870 (2021)
Understanding students’ learning processes and education-related phenomena by extracting knowledge from educational data sets represents a continuous interest in the educational data mining domain. Due to an accelerated expansion of online learning
Externí odkaz:
https://doaj.org/article/1414eabffa594b0dae265d63010edaea
Autor:
Gabriela Czibula, Andrei Mihai, Alexandra-Ioana Albu, Istvan-Gergely Czibula, Sorin Burcea, Abdelkader Mezghani
Publikováno v:
Mathematics, Vol 9, Iss 14, p 1653 (2021)
Short-term quantitative precipitation forecast is a challenging topic in meteorology, as the number of severe meteorological phenomena is increasing in most regions of the world. Weather radar data is of utmost importance to meteorologists for issuin
Externí odkaz:
https://doaj.org/article/88ea8ed6f6fb404d9b841040d575f14d
Publikováno v:
Entropy, Vol 23, Iss 6, p 643 (2021)
Proteins are essential molecules, that must correctly perform their roles for the good health of living organisms. The majority of proteins operate in complexes and the way they interact has pivotal influence on the proper functioning of such organis
Externí odkaz:
https://doaj.org/article/d033e5b446954e119a0799368dbdf42b
Publikováno v:
Applied Sciences, Vol 11, Iss 1, p 125 (2020)
One of the hottest topics in today’s meteorological research is Weather nowcasting, which is the weather forecast for a short time period such as one to six hours. Radar is an important data source used by operational meteorologists for issuing now
Externí odkaz:
https://doaj.org/article/3a1a4485f3dd4de58df6b97615572ed6