Search Results - "Lenskiy, Artem"

What Does Eye-Blink Rate Variability Dynamics Tell Us About Cognitive Performance? by Paprocki, Rafal, Lenskiy, Artem

“…Cognitive performance is defined as the ability to utilize knowledge, attention, memory, and working memory. In this study, we briefly discuss various markers…”
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Driver’s eye blinking detection using novel color and texture segmentation algorithms by Lenskiy, Artem A., Lee, Jong-Soo

“…In this paper we propose a system that measures eye blinking rate and eye closure duration. The system consists of skin-color segmentation, facial features…”
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Latent-Insensitive Autoencoders for Anomaly Detection by Battikh, Muhammad S., Lenskiy, Artem A.

“…Reconstruction-based approaches to anomaly detection tend to fall short when applied to complex datasets with target classes that possess high inter-class…”
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Driver's Eye Blinking Detection Using Novel Color and Texture Segmentation Algorithms by Lenskiy, Artem A, Lee, Jong-Soo

“…In this paper we propose a system that measures eye blinking rate and eye closure duration. The system consists of skin-color segmentation, facial features…”
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Effects of Gender and Military Leave on the Academic Performance of Undergraduate Engineering Students by Shariat, Raad, Seol, Soonuk, Lenskiy, Artem

“…Contribution: This article examines how military leaves of absence affect the academic performance of engineering students compared to those who did not take a…”
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Ensuring security of artificial pancreas device system using homomorphic encryption by Weng, Haotian, Hettiarachchi, Chirath, Nolan, Christopher, Suominen, Hanna, Lenskiy, Artem

“…The privacy and security of a person’s health data is a human right protected by law in many countries. However, networked information systems that store and…”
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The effect of academic breaks on undergraduate academic performance by Lenskiy, Artem, Shariat, Raad, Seol, Soonuk

“…Leaving school for a period of time can have significant effects on students’ academic success. In this article, we analyze how taking an academic break for a…”
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2368 Predicting discharge destination in acute stroke patients using machine learning by Ahluwalia, Tina, Lenskiy, Artem, Vlieger, Robin, Jones, Brett, Suominen, Hanna, Lueck, Christian

“…IntroductionAccurate early prediction of outcome destination of patients presenting with acute stroke (AS) could usefully inform management decisions. Machine…”
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Realistic Counterfactual Explanations with Learned Relations by Xiang, Xintao, Lenskiy, Artem

“…Many existing methods of counterfactual explanations ignore the intrinsic relationships between data attributes and thus fail to generate realistic…”
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A Trend-following Trading Indicator on Homomorphically Encrypted Data by Weng, Haotian, Lenskiy, Artem

“…Algorithmic trading has proliferated the area of quantitative finance for already over a decade. The decisions are made without human intervention using the…”
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Image segmentation of cross-country scenes captured in IR spectrum by Lenskiy, Artem

“…Computer vision has become a major source of information for autonomous navigation of robots of various types, self-driving cars, military robots and…”
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Blink rate variability during resting and reading sessions by Lenskiy, Artem, Paprocki, Rafal

“…Blinking has two functions: to moisturize eyes and as a defensive response to the environment and responses caused by the by mental processes. In this paper,…”
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Survey on Organ Allocation Algorithms and Blockchain-based Systems for Organ Donation and Transplantation by Niyigena, Clemence, Seol, Soonuk, Lenskiy, Artem

“…Since the first successful kidney transplant in 1954, organ donation and transplantation has been an important medical treatment that improves the lives of…”
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Latent-Insensitive autoencoders for Anomaly Detection by Battikh, Muhammad S, Lenskiy, Artem A

“…Reconstruction-based approaches to anomaly detection tend to fall short when applied to complex datasets with target classes that possess high inter-class…”
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Comparison of Word and Character Level Information for Medical Term Identification Using Convolutional Neural Networks and Transformers by Seneviratne, Sandaru, Lenskiy, Artem, Nolan, Christopher, Daskalaki, Eleni, Suominen, Hanna

“…Complexity and domain-specificity make medical text hard to understand for patients and their next of kin. To simplify such text, this paper explored how word…”
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A Moment-Based Classification Algorithm and Its Comparison to the K-Nearest Neighbours for 2-Dimensional Data by Pawelec, Krzysztof, Lenskiy, Artem

“…The problem of probability density function reconstruction from statistical moments has been studied since 19th century. However, there has not been an attempt…”
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Blink Rate Variability during resting and reading sessions by Lenskiy, Artem, Paprocki, Rafal

“…It has been shown that blinks occur not only to moisturize eyes and as a defensive response to the environment, but are also caused by mental processes. In…”
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A movie genre prediction based on Multivariate Bernoulli model and genre correlations by Makita, Eric, Lenskiy, Artem

“…Movie ratings play an important role both in determining the likelihood of a potential viewer to watch the movie and in reflecting the current viewer…”
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A multinomial probabilistic model for movie genre predictions by Makita, Eric, Lenskiy, Artem

“…This paper proposes a movie genre-prediction based on multinomial probability model. To the best of our knowledge, this problem has not been addressed yet in…”
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A Significance Assessment of Diabetes Diagnostic Biomarkers Using Machine Learning by Cui, Ran, Daskalaki, Elena, Hossain, Md Zakir, Lenskiy, Artem, Nolan, Christopher J, Suominen, Hanna

“…Diabetes can be diagnosed by either Fasting Plasma Glucose or Hemoglobin A1c. The aim of our study was to explore the differences between the two criteria…”
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