Search Results - "Samavi, Reza"

MLCM: Multi-Label Confusion Matrix by Heydarian, Mohammadreza, Doyle, Thomas E., Samavi, Reza

“…Concise and unambiguous assessment of a machine learning algorithm is key to classifier design and performance improvement. In the multi-class classification…”
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Prediction of emergency department revisits among child and youth mental health outpatients using deep learning techniques by Saggu, Simran, Daneshvar, Hirad, Samavi, Reza, Pires, Paulo, Sassi, Roberto B, Doyle, Thomas E, Zhao, Judy, Mauluddin, Ahmad, Duncan, Laura

“…The proportion of Canadian youth seeking mental health support from an emergency department (ED) has risen in recent years. As EDs typically address urgent…”
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Screening for Depression Using Natural Language Processing: Literature Review by Teferra, Bazen Gashaw, Rueda, Alice, Pang, Hilary, Valenzano, Richard, Samavi, Reza, Krishnan, Sridhar, Bhat, Venkat

“…Depression is a prevalent global mental health disorder with substantial individual and societal impact. Natural language processing (NLP), a branch of…”
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Machine Learning Model for Smart Contracts Security Analysis by Momeni, Pouyan, Wang, Yu, Samavi, Reza

“…In this paper, we introduce a machine learning predictive model that detects patterns of security vulnerabilities in smart contracts. We adapted two static…”
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Optimization-based k-anonymity algorithms by Liang, Yuting, Samavi, Reza

“…In this paper we present a formulation of k-anonymity as a mathematical optimization problem. In solving this formulated problem, k-anonymity is achieved while…”
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Advanced defensive distillation with ensemble voting and noisy logits by Liang, Yuting, Samavi, Reza

“…In this paper we provide an approach for deep neural networks that protects against adversarial examples in image classification-type problems. blackUnlike…”
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Publishing privacy logs to facilitate transparency and accountability by Samavi, Reza, Consens, Mariano P.

“…Compliance with privacy policies imposes requirements on organizations and their information systems. Maintaining auditable privacy logs is one of the key…”
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Evaluation methodology for deep learning imputation models by Boursalie, Omar, Samavi, Reza, Doyle, Thomas E.

“…There is growing interest in imputing missing data in tabular datasets using deep learning. Existing deep learning–based imputation models have been commonly…”
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Data-driven approach to quantify trust in medical devices using Bayesian networks by Thomas, Mini, Boursalie, Omar, Samavi, Reza, Doyle, Thomas E

“…Bayesian networks are increasingly used to quantify the uncertainty of subjective and stochastic concepts such as trust. In this article, we propose a…”
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Exploring PSI-MI XML Collections Using DescribeX by Samavi, Reza, Consens, Mariano, Khatchadourian, Shahan, Topaloglou, Thodoros

“…PSI-MI has been endorsed by the protein informatics community as a standard XML data exchange format for protein-protein interaction datasets. While many…”
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SyNORM: Symmetric Non Repudiated Message Authentication in Vehicular Ad Hoc Networks by Asl, Farshad Rahimi, Samavi, Reza

“…In this paper, a secure and efficient message authentication protocol is introduced which uses a combination of digital signature and symmetric key encryption…”
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The Privacy Attitudes Questionnaire (PAQ) Turned 20: What’s Next for a Generalized Measure of Privacy Attitudes? by Giang, Wayne C. W., Iglar, Alyssa, Chignell, Mark, Samavi, Reza, Nathan, Kopiha

“…Attitudes and concerns related to privacy are not homogeneous, but instead differ based on the individual and context at hand. Understanding how these…”
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From Group-Level Statistics to Single-Subject Prediction: Machine Learning Detection of Concussion in Retired Athletes by Boshra, Rober, Dhindsa, Kiret, Boursalie, Omar, Ruiter, Kyle I., Sonnadara, Ranil, Samavi, Reza, Doyle, Thomas E., Reilly, James P., Connolly, John F.

“…There has been increased effort to understand the neurophysiological effects of concussion aimed to move diagnosis and identification beyond current subjective…”
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Strategic reasoning about business models: a conceptual modeling approach by Samavi, Reza, Yu, Eric, Topaloglou, Thodoros

“…Strategic reasoning about business models is an integral part of service design. In fast moving markets, businesses must be able to recognize and respond…”
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Machine Learning and Mobile Health Monitoring Platforms: A Case Study on Research and Implementation Challenges by Boursalie, Omar, Samavi, Reza, Doyle, Thomas E.

“…Machine learning-based patient monitoring systems are generally deployed on remote servers for analyzing heterogeneous data. While recent advances in mobile…”
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An Environmental Scan of the National and Provincial Diagnostic Reference Levels in Canada for Common Adult Computed Tomography Scans by Ferderbar, Michelle Linda, Doyle, Thomas E., Samavi, Reza, Koff, David

“…Several regulatory bodies have agreed that low-dose radiation used in medical imaging is a weak carcinogen that follows a linear, non-threshold model of cancer…”
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Using Medical Imaging Effective Dose in Deep Learning Models: Estimation and Evaluation by Boursalie, Omar, Samavi, Reza, Doyle, Thomas E., Koff, David A.

“…Accurately estimating patient exposure is a fundamental concern when modeling the radiation risk from medical imaging. Inaccurate estimation techniques produce…”
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Evidential Uncertainty Sets in Deep Classifiers Using Conformal Prediction by Karimi, Hamed, Samavi, Reza

“…In this paper, we propose Evidential Conformal Prediction (ECP) method for image classifiers to generate the conformal prediction sets. Our method is designed…”
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Quantifying Deep Learning Model Uncertainty in Conformal Prediction by Karimi, Hamed, Samavi, Reza

“…Published in Proceedings of the AAAI Inaugural Summer Symposium Series 2023 (SuSS-23), Vol. 1, No. 1, pp. 142-148 Precise estimation of predictive uncertainty…”
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CycleGAN Models for MRI Image Translation by Czobit, Cassandra, Samavi, Reza

“…Image-to-image translation has gained popularity in the medical field to transform images from one domain to another. Medical image synthesis via domain…”
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