Search Results - "Jabour, Joseph"
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Wernicke Korsakoff syndrome in a teenage female as a complication of COVID‐19
Published in Journal of the American College of Emergency Physicians Open (01-06-2022)“…Wernicke encephalitis (WE) is usually associated with alcohol use disorder and caused by a deficiency in thiamine. Classic findings include confusion, ataxia,…”
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Explainable Predictive Maintenance: A Survey of Current Methods, Challenges and Opportunities
Published in IEEE access (2024)“…Predictive maintenance is a well studied collection of techniques that aims to prolong the life of a mechanical system by using artificial intelligence and…”
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Model Based and Model Free Offline Reinforcement Learning Combat Simulation Scenario
Published in 2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE) (24-07-2023)“…Reinforcement learning (RL) is machine learning (ML) paradigm that has produced systems capable of performing at or above a professional-human level. This…”
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Conference Proceeding -
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Automated Machine Learning Model Selection Analysis
Published in 2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE) (24-07-2023)“…Machine learning (ML) is a branch of artificial intelligence (AI) in which a program uses large sets of data to "learn" methods and patterns. Following the…”
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Conference Proceeding -
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Machine Learning Opportunities for Improving Logistics within the Army
Published in 2022 International Conference on Computational Science and Computational Intelligence (CSCI) (01-12-2022)“…This poster provides a brief insight to the workings of logistics within the Army. While the Army is a massive network of various different branches, each with…”
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Conference Proceeding -
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The Best, the Requested, and the Default Elementary Check Node for EMS NB-LDPC Decoder
Published in 2023 IEEE Wireless Communications and Networking Conference (WCNC) (01-03-2023)“…Non-Binary LDPC codes are known to have good decoding capability and high decoding complexity. Therefore, their utilization is limited to low-rate applications…”
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Conference Proceeding -
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The Best, The Requested, and The Default Non-Binary LDPC Decoding Algorithm
Published in 2021 11th International Symposium on Topics in Coding (ISTC) (30-08-2021)“…This paper presents a different vision of the Non-Binary LDPC decoding algorithm. So far, state-of-the-art decoders are mainly focused on the reduction of the…”
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Conference Proceeding -
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Strategies to engage stakeholders in research to improve acute care delivery
Published in Journal of hospital medicine (01-02-2016)“…Many families involved in research are well versed in the care system due to chronic conditions. Engagement of families of children with serious acute…”
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Journal Article -
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Explainable Predictive Maintenance: A Survey of Current Methods, Challenges and Opportunities
Published 15-01-2024“…Predictive maintenance is a well studied collection of techniques that aims to prolong the life of a mechanical system by using artificial intelligence and…”
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Journal Article -
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Asymmetrical Extended Min-Sum for Successive Cancellation Decoding of Non-Binary Polar Codes
Published in 2023 12th International Symposium on Topics in Coding (ISTC) (04-09-2023)“…In this paper, an optimization of the non-binary polar decoders is realized in two aspects. Firstly, the L-bubble sorter, a simplified version of the Extended…”
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Conference Proceeding -
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Data Preprocessing Using AutoML: A Survey
Published in 2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE) (24-07-2023)“…Data preprocessing is a crucial step in any machine learning (ML) pipeline, as the quality of the data can greatly impact the accuracy and effectiveness of the…”
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Conference Proceeding -
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Optimizing a Nurse-led Transitional Home Visit Program in Preparation for a Randomized Control Trial
Published in Pediatric quality & safety (01-01-2017)“…The Hospital to Home Outcomes study began with the end goal of evaluating the effectiveness of a single, nurse-led transitional home visit (home visit)…”
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