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🔍 machine learning 📂 Computer Science 📄 Peer-Reviewed
Showing 1070 results for "machine learning" in Computer Science · Peer-Reviewed
Computer Science Peer-Reviewed PDF DOI

Least Squares Generative Adversarial Networks-Based Anomaly Detection

Chang-Ki Lee, Yu-Jeong Cheon, Wook-Yeon Hwang · 2022

Multivariate statistical process control (MSPC) is a technique for detecting anomalies by monitoring several quality characteristics simultaneously. For the MSPC problem, the Hotelling’s T2 contro…

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Computer Science Peer-Reviewed PDF DOI

Robust Network Intrusion Detection System Based on Machine-Learning With Early Classification

Taehoon Kim, Wooguil Pak · 2022

Network Intrusion Detection Systems (NIDSs) using pattern matching have a fatal weakness in that they cannot detect new attacks because they only learn existing patterns and use them to detect those a…

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Computer Science Peer-Reviewed PDF DOI

Reviewer Recommendations Using Document Vector Embeddings and a Publisher Database: Implementation and Evaluation

Yue Zhao, Ajay Anand, Gaurav Sharma · 2022

We develop and evaluate an automated data-driven framework for providing reviewer recommendations for submitted manuscripts. Given inputs comprising a set of manuscripts for review and a listing of a …

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Computer Science Peer-Reviewed PDF DOI

Emergency Pull-Over Algorithm for Level 4 Autonomous Vehicles Based on Model-Free Adaptive Feedback Control With Sensitivity and Learning Approaches

Jongmin Lee, Kwangseok Oh, Sechan Oh, Youngmin Yoon, Sangyoon Kim, Taejun Song, Kyongsu Yi · 2022

This paper presents an emergency pullover algorithm for fail-safe systems designed for level-4 autonomous vehicles. The proposed algorithm utilizes feedback gain adaptation, based on sensitivity estim…

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Computer Science Peer-Reviewed PDF DOI

Audio Watermarking for Security and Non-Security Applications

Maha Charfeddine, Eya Mezghani, Salma Masmoudi, Chokri Ben Amar, Hesham Alhumyani · 2022

The digitization of audiovisual data is significantly increasing. Thus, to guarantee the protection of the intellectual properties of this digital content, watermarking has appeared as a solution. Wat…

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Computer Science Peer-Reviewed PDF DOI

Bidirectional associations between COVID-19 and psychiatric disorder: retrospective cohort studies of 62 354 COVID-19 cases in the USA.

Maxime Taquet, Sierra Luciano, John R Geddes, Paul J Harrison · 2021

Adverse mental health consequences of COVID-19, including anxiety and depression, have been widely predicted but not yet accurately measured. There are a range of physical health risk factors for COVI…

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Computer Science Peer-Reviewed PDF DOI

The short-term impact of remote instruction on achievement in children with ADHD during the COVID-19 pandemic.

Kellina K Lupas, Athena Mavrakis, Amy Altszuler, Devon Tower, Elizabeth Gnagy, Fiona MacPhee, Marcella Ramos, Brittany Merrill, Leah Ward, Chanelle Gordon, Nicole Schatz, Gregory Fabiano, William Pelham · 2021

There is nationwide concern that the abrupt transition to remote instruction in response to the Coronavirus disease (COVID-19) pandemic will have detrimental impacts on student learning. As a uniquely…

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Computer Science Peer-Reviewed PDF DOI

Impact of temporary closures of emergency departments during the COVID-19 outbreak on clinical outcomes for emergency patients in a metropolitan area.

Dong Eun Lee, Young Sun Ro, Hyun Wook Ryoo, Sungwoo Moon · 2021

During the early phase of the coronavirus disease 2019 (COVID-19) outbreak, many emergency departments (EDs) were exposed to COVID-19 and were temporarily closed according to national protocol of Kore…

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Computer Science Peer-Reviewed PDF DOI

Clusters of SARS-CoV-2 Infection Among Elementary School Educators and Students in One School District - Georgia, December 2020-January 2021.

Jeremy A W Gold, Jenna R Gettings, Anne Kimball, Rachel Franklin, Grant Rivera, Elana Morris, Colleen Scott, Paula L Marcet, Marisa Hast, Megan Swanson, Jazmyn McCloud, Lemlem Mehari, Ebony S Thomas, Hannah L Kirking, Jacqueline E Tate, Janet Memark, Cherie Drenzek, Snigdha Vallabhaneni · 2021

In-person learning benefits children and communities (1). Understanding the context in which transmission of SARS-CoV-2, the virus that causes coronavirus disease 2019 (COVID-19), occurs in schools is…

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Computer Science Peer-Reviewed PDF DOI

The CEPI centralised laboratory network: supporting COVID-19 vaccine development.

Arun Kumar, Valentina Bernasconi, Mark Manak, Ana Paula de Almeida Aranha, Paul A Kristiansen · 2021
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Computer Science Peer-Reviewed PDF DOI

Atypical thrombosis associated with VaxZevria® (AstraZeneca) vaccine: Data from the French Network of Regional Pharmacovigilance Centres.

Valerie Gras-Champel, Sophie Liabeuf, Mariette Baud, Jean-Francois Albucher, Mehdi Benkebil, Charlene Boulay, Anthony Bron, Antoine El Kaddissi, Sophie Gautier, Thomas Geeraerts, Marie Girot, Aurelie Grandvuillemin, Hugo Laujin, Annie-Pierre Jonville-Bera, Kamel Masmoudi, Evelyne Massardier, Joelle Micallef, Celine Mounier, Francois Montastruc, Antoine Pariente, Justine Perez, Nicolas Raposo, Francesco Salvo, Marie-Blanche Valnet-Rabier, Thierry Vial, Nathalie Massy · 2021
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Computer Science Peer-Reviewed PDF DOI

Neurosurgical Considerations Regarding Decompressive Craniectomy for Intracerebral Hemorrhage after SARS-CoV-2-Vaccination in Vaccine Induced Thrombotic Thrombocytopenia-VITT.

Florian Gessler, Ann Kristin Schmitz, Daniel Dubinski, Joshua D Bernstock, Felix Lehmann, Sae-Yeon Won, Matthias Wittstock, Erdem Guresir, Alexis Hadjiathanasiou, Julian Zimmermann, Wolfgang Miesbach, Thomas Freiman, Hartmut Vatter, Patrick Schuss · 2021

Given the ongoing global SARS-CoV-2-vaccination efforts, clinical awareness needs to be raised regarding the possibility of an increased incidence of SARS-CoV-2-vaccine-related immune-mediated thrombo…

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Computer Science Peer-Reviewed PDF DOI

Personal protective equipment preservation strategies in the covid-19 era: A narrative review.

Kiran Grant, James E Andruchow, John Conly, Daniel Dongjoo Lee, Laurie Mazurik, Paul Atkinson, Eddy Lang · 2021

The COVID-19 pandemic has led to personal protective equipment (PPE) supply concerns on a global scale. While efforts to increase production are underway in many jurisdictions, demand may yet outstrip…

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Computer Science Peer-Reviewed PDF DOI

Student Survey Results of a Virtual Medical Student Course Developed as a Platform for Neurosurgical Education During the Coronavirus Disease 2019 Pandemic.

Michael L Martini, Kurt A Yaeger, Christopher P Kellner, Constantinos Hadjipanayis, Raj Shrivastava, J Mocco, Peter F Morgenstern · 2021

Before the coronavirus disease 2019 (COVID-19) pandemic, medical students training in neurosurgery relied on external subinternships at institutions nationwide for immersive educational experiences an…

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Computer Science Peer-Reviewed PDF DOI

Impact of the COVID-19 Pandemic on the 2021 Otolaryngology Residency Match: Analysis of the Texas STAR Database.

Nicholas R Lenze, Angela P Mihalic, Kevin J Kovatch, Marc C Thorne, Robbi A Kupfer · 2021

To estimate the impact of the coronavirus disease 2019 (COVID-19) pandemic on the 2021 otolaryngology match with regard to geographic clustering, interview distribution, applicant-reported costs, and …

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Computer Science Peer-Reviewed PDF DOI

Learning Automata-based Misinformation Mitigation via Hawkes Processes.

Ahmed Abouzeid, Ole-Christoffer Granmo, Christian Webersik, Morten Goodwin · 2021

Mitigating misinformation on social media is an unresolved challenge, particularly because of the complexity of information dissemination. To this end, Multivariate Hawkes Processes (MHP) have become …

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Computer Science Peer-Reviewed PDF DOI

Using COVID-19 as a teaching tool in a time of remote learning: A workflow for bioinformatic approaches to identifying candidates for therapeutic and vaccine development.

Samantha Bryce, Kevin N Heath, Luca Issi, Elizabeth F Ryder, Reeta P Rao · 2021

The COVID-19 pandemic has led to an urgent need for engaging computational alternatives to traditional laboratory exercises. Here we introduce a customizable and flexible workflow, designed with the S…

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Computer Science Peer-Reviewed PDF DOI

Seasonal Influenza Prevention and Control Progress in Latin America and the Caribbean in the Context of the Global Influenza Strategy and the COVID-19 Pandemic.

Andrea S Vicari, Daniel Olson, Alba Vilajeliu, Jon K Andrus, Alba Maria Ropero, David M Morens, Ignacio Jose Santos, Eduardo Azziz-Baumgartner, Stephen Berman · 2021

Each year in Latin America and the Caribbean, seasonal influenza is associated with an estimated 36,500 respiratory deaths and 400,000 hospitalizations. Since the 2009 influenza A(H1N1) pandemic, the …

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Computer Science Peer-Reviewed PDF DOI

Cross-sectional analysis of COVID-19 vaccine intention, perceptions and hesitancy across Latin America and the Caribbean.

Diego Urrunaga-Pastor, Guido Bendezu-Quispe, Percy Herrera-Anazco, Angela Uyen-Cateriano, Carlos J Toro-Huamanchumo, Alfonso J Rodriguez-Morales, Adrian V Hernandez, Vicente A Benites-Zapata · 2021

Determinants of vaccine acceptance are multifactorial, complex, and in most cases, context-dependent. We determined the prevalence of COVID-19 vaccination intention (VI) and fear of its adverse effect…

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Computer Science Peer-Reviewed PDF DOI

Exploring online social networks of school leaders in times of COVID-19.

Martin Rehm, Sara Moukarzel, Alan J Daly, Miguel Del Fresno · 2021

The COVID-19 pandemic has raised a wide range of challenges for school leaders that they now (rapidly) have to address. Consequently, they also turn to informal learning networks, in order to share an…

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