Search Results - "Szczurek, Piotr"

Using Link Analysis Algorithms to Study the Role of Neurons in the Worm Connectome by Szczurek, Piotr, Horeni, Mark

“…In this work, we propose the use of measures based on link analysis algorithms like the Hyperlink-Induced Topic Search (HITS) or PageRank for analyzing the…”
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Stability of Role Assignments in Modified Networks by Schneider, Christopher, Szczurek, Piotr

“…This work introduces the concept of the role-stability coefficient, which can be used for measurement and interpretation of unsupervised role assignments. We…”
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Estimating Relevance for the Emergency Electronic Brake Light Application by Szczurek, P., Bo Xu, Wolfson, O., Jie Lin

“…In this paper, we compare two methods of estimating relevance for the emergency electronic brake light application: One method uses an analytically derived…”
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A Traffic Analysis Perspective on Communication in the Brain by Wolfson, Ouri, Szczurek, Piotr, Vijayan, Aishwarya, Leow, Alex, Ajilore, Olu

“…In this short paper, we report on an approach to datamine the brain from a novel perspective, namely traffic analysis. Our data mining approach considers the…”
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Observe-Driver-and-Learn Platform for Relevance Estimation in Safety Warning Applications from Vehicular Ad Hoc Network by Lin, Jane, Szczurek, Piotr, Wolfson, Ouri, Xu, Bo

“…Safety warning applications from a vehicular ad hoc network aim to disseminate alerts about dangerous events on the road with wireless communication technology…”
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A platform for the development and evaluation of passive safety applications by Szczurek, Piotr, Xu, Bo, Wolfson, Ouri, Lin, Jie

“…In this paper, we present a platform for aiding in the development and evaluation of novel ITS passive safety applications. Such applications work by having…”
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Machine Learning Approach for Facial Expression Recognition by Gory, Seth, Al-Khassaweneh, Mahmood, Szczurek, Piotr

“…This paper outlines the effectiveness of several popular machine learning algorithms for facial expression recognition. The dataset used for this paper…”
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A Platform for Estimating the Relevance of Information in VANET Applications by Szczurek, Piotr Michal

“…Progress in wireless communication and sensing technologies enabled research on Vehicular Ad-Hoc Network applications that aim to disseminate useful…”
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A CNN Approach for Skin Cancer Classification by O'Keefe, William, Ide, Boubacar, Al-Khassaweneh, Mahmood, Abuomar, Osama, Szczurek, Piotr

“…Skin cancer is one of the most common types of cancer in the world. In the US, there are around 5 million new people diagnosed by skin cancer each year. Skin…”
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A Platform for Estimating the Relevance of Information in VANET Applications by Szczurek, Piotr Michal

“…Progress in wireless communication and sensing technologies enabled research on Vehicular Ad-Hoc Network applications that aim to disseminate useful…”
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Prioritizing travel time reports in peer-to-peer traffic dissemination by Szczurek, Piotr, Xu, Bo, Wolfson, Ouri, Lin, Jie, Rishe, Naphtali

“…Vehicular ad-hoc networks (VANETs) is a promising approach to the dissemination of spatio-temporal information such as the current traffic condition of a road…”
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Intelligent transportation systems: When is safety information relevant? by Szczurek, P., Bo Xu, Wolfson, O., Jie Lin

“…In this paper, we compare two methods of estimating relevance for the emergency electronic brake light application. One uses an analytically derived formula…”
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