Zobrazeno 1 - 10
of 51
pro vyhledávání: '"Krzysztof Fiok"'
Autor:
Farzad V. Farahani, Krzysztof Fiok, Behshad Lahijanian, Waldemar Karwowski, Pamela K. Douglas
Publikováno v:
Frontiers in Neuroscience, Vol 16 (2022)
Deep neural networks (DNNs) have transformed the field of computer vision and currently constitute some of the best models for representations learned via hierarchical processing in the human brain. In medical imaging, these models have shown human-l
Externí odkaz:
https://doaj.org/article/29b83fdf3fe4466885ece8f92952344e
Autor:
Krzysztof Fiok, Waldemar Karwowski, Edgar Gutierrez-Franco, Tameika Liciaga, Alessandro Belmonte, Rocco Capobianco, Maham Saeidi
Publikováno v:
IEEE Access, Vol 9, Pp 57141-57148 (2021)
Efficient leadership plays an important role in organizations, with the military being one of the more obvious examples of this statement. In this context, it is not surprising that ensuring a culture of excellence is at the heart of Navy leadership.
Externí odkaz:
https://doaj.org/article/655f121bbc8e4e5c8e96f5791c33a90e
Autor:
Krzysztof Fiok, Waldemar Karwowski, Edgar Gutierrez-Franco, Mohammad Reza Davahli, Maciej Wilamowski, Tareq Ahram, Awad Al-Juaid, Jozef Zurada
Publikováno v:
IEEE Access, Vol 9, Pp 105439-105450 (2021)
The performance of text classification methods has improved greatly over the last decade for text instances of less than 512 tokens. This limit has been adopted by most state-of-the-research transformer models due to the high computational cost of an
Externí odkaz:
https://doaj.org/article/95251632594b470da62df0c74adbbe9f
Autor:
Maham Saeidi, Waldemar Karwowski, Farzad V. Farahani, Krzysztof Fiok, P. A. Hancock, Ben D. Sawyer, Leonardo Christov-Moore, Pamela K. Douglas
Publikováno v:
Brain Sciences, Vol 12, Iss 8, p 1094 (2022)
Task fMRI provides an opportunity to analyze the working mechanisms of the human brain during specific experimental paradigms. Deep learning models have increasingly been applied for decoding and encoding purposes study to representations in task fMR
Externí odkaz:
https://doaj.org/article/7aa6a96e84b24881b1d84e24c4ef2f8f
Publikováno v:
PLoS ONE, Vol 16, Iss 7, p e0253925 (2021)
Optimizing COVID-19 vaccine distribution can help plan around the limited production and distribution of vaccination, particularly in early stages. One of the main criteria for equitable vaccine distribution is predicting the geographic distribution
Externí odkaz:
https://doaj.org/article/f976e978c66c4430a74e08f7fd92aea7
Publikováno v:
Journal of Nematology, Vol 52, Iss i_current (2020)
Externí odkaz:
https://doaj.org/article/8f0c8c1703514fc78e5c20f80408e8df
Autor:
Mohammad Reza Davahli, Waldemar Karwowski, Krzysztof Fiok, Atsuo Murata, Nabin Sapkota, Farzad V. Farahani, Awad Al-Juaid, Tadeusz Marek, Redha Taiar
Publikováno v:
Biology, Vol 11, Iss 1, p 125 (2022)
Coronavirus disease 2019 (COVID-19) was first discovered in China; within several months, it spread worldwide and became a pandemic. Although the virus has spread throughout the globe, its effects have differed. The pandemic diffusion network dynamic
Externí odkaz:
https://doaj.org/article/99cb50976fb0486d97306349e06d61a7
Autor:
Maham Saeidi, Waldemar Karwowski, Farzad V. Farahani, Krzysztof Fiok, Redha Taiar, P. A. Hancock, Awad Al-Juaid
Publikováno v:
Brain Sciences, Vol 11, Iss 11, p 1525 (2021)
Electroencephalography (EEG) is a non-invasive technique used to record the brain’s evoked and induced electrical activity from the scalp. Artificial intelligence, particularly machine learning (ML) and deep learning (DL) algorithms, are increasing
Externí odkaz:
https://doaj.org/article/97d37623d3624809a837fab71e23c18d
Autor:
Krzysztof Fiok, Waldemar Karwowski, Edgar Gutierrez, Mohammad Reza Davahli, Maciej Wilamowski, Tareq Ahram
Publikováno v:
Applied Sciences, Vol 11, Iss 18, p 8554 (2021)
The quality of text classification has greatly improved with the introduction of deep learning, and more recently, models using attention mechanism. However, to address the problem of classifying text instances that are longer than the length limit a
Externí odkaz:
https://doaj.org/article/97cc3658e92d49b49dd2268d60de2b0c
Analysis of Human Behavior by Mining Textual Data: Current Research Topics and Analytical Techniques
Autor:
Edgar Gutierrez, Waldemar Karwowski, Krzysztof Fiok, Mohammad Reza Davahli, Tameika Liciaga, Tareq Ahram
Publikováno v:
Symmetry, Vol 13, Iss 7, p 1276 (2021)
The goal of this study was to conduct a literature review of current approaches and techniques for identifying, understanding, and predicting human behaviors through mining a variety of sources of textual data with a focus on enabling classification
Externí odkaz:
https://doaj.org/article/bf5dd12c633d4af083d0903ac65bab77