6 papers
Identification of fixations and saccades in eye-tracking data using adaptive threshold-based method
Charles Orioma, Josef Krivan, Rujeena Mathema +4
Properties of ocular fixations and saccades are highly stochastic during many experimental tasks, and their statistics are often used as proxies for various aspects of cognition. A…
Jump-diffusion models of parametric volume-price distributions
Anup Budhathoki, Leonardo Rydin Gorjão, Pedro G. Lind +1
We present a data-driven framework to model the stochastic evolution of volume-price distribution from the New York Stock Exchange (NYSE) equities. The empirical distributions are…
PARWiS: Winner determination under shoestring budgets using active pairwise comparisons
Shailendra Bhandari
Determining a winner among a set of items using active pairwise comparisons under a limited budget is a challenging problem in preference-based learning. The goal of this study is…
Optimizing quantum circuits with evolutionary algorithms for stable Boolean gates, elementary cellular automata, and highly entangled quantum states
Shailendra Bhandari, Stefano Nichele, Sergiy Denysov +1
We investigate the potential of bio-inspired evolutionary algorithms for designing quantum circuits with specific goals, focusing on two particular tasks. The first one is motivate…
IntLevPy: A Python library to classify and model intermittent and Lévy processes
Shailendra Bhandari, Pedro Lencastre, Sergiy Denysov +2
IntLevPy provides a comprehensive description of the IntLevPy Package, a Python library designed for simulating and analyzing intermittent and Lévy processes. The package includes…
Modeling Eye Gaze Velocity Trajectories using GANs with Spectral Loss for Enhanced Fidelity
Shailendra Bhandari, Pedro Lencastre, Rujeena Mathema +3
Accurate modeling of eye gaze dynamics is essential for advancement in human-computer interaction, neurological diagnostics, and cognitive research. Traditional generative models l…