Zobrazeno 1 - 10
of 18
pro vyhledávání: '"Baicoianu, Alexandra"'
Neural Cellular Automata (NCA) have proven to be effective in a variety of fields, with numerous biologically inspired applications. One of the fields, in which NCAs perform well is the generation of textures, modelling global patterns from local int
Externí odkaz:
http://arxiv.org/abs/2407.05991
In this article we investigate the effects of conformal transformations on kernel functions used in Support Vector Machines. Our focus lies in the task of text document categorization, which involves assigning each document to a particular category.
Externí odkaz:
http://arxiv.org/abs/2406.00499
Publikováno v:
Proceedings of ICSOFT 2024, ISBN: 978-989-758-706-1
Web caching is essential for the World Wide Web, saving processing power, bandwidth, and reducing latency. Many proxy caching solutions focus on buffering data from the main server, neglecting cacheable information meant for server writes. Existing s
Externí odkaz:
http://arxiv.org/abs/2404.12128
Autor:
Catrina, Sorana, Băicoianu, Alexandra
Publikováno v:
Advanced Quantum Technologies 2024
Ever since the discussions about a possible quantum computer arised, quantum simulations have been at the forefront of possible utilities and the task of quantum simulations is one that promises quantum advantage. In recent years, simulations of larg
Externí odkaz:
http://arxiv.org/abs/2404.07034
Multispectral and hyperspectral images are increasingly popular in different research fields, such as remote sensing, astronomical imaging, or precision agriculture. However, the amount of free data available to perform machine learning tasks is rela
Externí odkaz:
http://arxiv.org/abs/2405.14883
Autor:
Baicoianu, Alexandra, Gavrilă, Cristina Gabriela, Pacurar, Cristina Maria, Pacurar, Victor Dan
This paper focuses on the hypothesis of optimizing time series predictions using fractal interpolation techniques. In general, the accuracy of machine learning model predictions is closely related to the quality and quantitative aspects of the data u
Externí odkaz:
http://arxiv.org/abs/2403.00403
Metamorphic testing (MT) has proven to be a successful solution to automating testing and addressing the oracle problem. However, it entails manually deriving metamorphic relations (MRs) and converting them into an executable form; these steps are ti
Externí odkaz:
http://arxiv.org/abs/2401.17019
Publikováno v:
In Heliyon August 2023 9(8)
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