no code implementations • 8 Aug 2023 • Moein Razavi, Samira Ziyadidegan, Reza Jahromi, Saber Kazeminasab, Vahid Janfaza, Ahmadreza Mahmoudzadeh, Elaheh Baharlouei, Farzan Sasangohar
This comprehensive review systematically evaluates Machine Learning (ML) methodologies employed in the detection, prediction, and analysis of mental stress and its consequent mental disorders (MDs).
no code implementations • 22 May 2023 • Vahid Janfaza, Shantanu Mandal, Farabi Mahmud, Abdullah Muzahid
Neural network training is inherently sequential where the layers finish the forward propagation in succession, followed by the calculation and back-propagation of gradients (based on a loss function) starting from the last layer.
no code implementations • 18 Apr 2023 • Shantanu Mandal, Adhrik Chethan, Vahid Janfaza, S M Farabi Mahmud, Todd A Anderson, Javier Turek, Jesmin Jahan Tithi, Abdullah Muzahid
As software systems grow in complexity and scale, the number of configurations and associated specifications required to ensure the correct operation can become large and prohibitively difficult to manipulate manually.
no code implementations • 28 Oct 2021 • Vahid Janfaza, Kevin Weston, Moein Razavi, Shantanu Mandal, Farabi Mahmud, Alex Hilty, Abdullah Muzahid
If the Signature of a new input vector matches that of an already existing vector in the MCACHE, the two vectors are found to have similarities.
1 code implementation • 29 Jul 2021 • Moein Razavi, Vahid Janfaza, Takashi Yamauchi, Anton Leontyev, Shanle Longmire-Monford, Joseph Orr
Method: This paper introduces an opensource platform named OpenSync, which can be used to synchronize multiple measures in neuroscience experiments.
no code implementations • 5 Jan 2021 • Moein Razavi, Hamed Alikhani, Vahid Janfaza, Benyamin Sadeghi, Ehsan Alikhani
This paper developed a computer vision system to automatically detect the violation of face mask wearing and physical distancing among construction workers to assure their safety on infrastructure projects during the pandemic.