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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

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

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

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

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

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

A case study of university student networks and the COVID-19 pandemic using a social network analysis approach in halls of residence.

Jose Alberto Benitez-Andrades, Tania Fernandez-Villa, Carmen Benavides, Andrea Gayubo-Serrenes, Vicente Martin, Pilar Marques-Sanchez · 2021

The COVID-19 pandemic has meant that young university students have had to adapt their learning and have a reduced relational context. Adversity contexts build models of human behaviour based on relat…

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Computer Science Peer-Reviewed PDF DOI

The Development of the Rheumatology Informatics System for Effectiveness Learning Collaborative for Improving Patient-Reported Outcome Collection and Patient-Centered Communication in Adult Rheumatology.

Meera Subash, Lucy H Liu, Kimberly DeQuattro, Sonam Choden, Lindsay Jacobsohn, Patricia Katz, Puneet Bajaj, Jennifer L Barton, Christie Bartels, Bonnie Bermas, Maria I Danila, Christina Downey, Sancia Ferguson, Kimberly Reiter, Elizabeth Wahl, Elena Weinstein, JoAnn Zell, Gabriela Schmajuk, Jinoos Yazdany · 2021

Patient-reported outcomes (PROs) are an integral part of treat-to-target approaches in managing rheumatoid arthritis (RA). In clinical practice, however, routine collection, documentation, and discuss…

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Computer Science Peer-Reviewed PDF DOI

Ethnic differences in SARS-CoV-2 vaccine hesitancy in United Kingdom healthcare workers: Results from the UK-REACH prospective nationwide cohort study.

Katherine Woolf, I Chris McManus, Christopher A Martin, Laura B Nellums, Anna L Guyatt, Carl Melbourne, Luke Bryant, Mayuri Gogoi, Fatimah Wobi, Amani Al-Oraibi, Osama Hassan, Amit Gupta, Catherine John, Martin D Tobin, Sue Carr, Sandra Simpson, Bindu Gregary, Avinash Aujayeb, Stephen Zingwe, Rubina Reza, Laura J Gray, Kamlesh Khunti, Manish Pareek · 2021

In most countries, healthcare workers (HCWs) represent a priority group for vaccination against severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) due to their elevated risk of COVID-19 and …

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Computer Science Peer-Reviewed PDF DOI

Predicted and Observed Incidence of Thromboembolic Events among Koreans Vaccinated with ChAdOx1 nCoV-19 Vaccine.

Kyungmin Huh, Yewon Na, Young Eun Kim, Munkhzul Radnaabaatar, Kyong Ran Peck, Jaehun Jung · 2021

We used the nationwide claims database to calculate the incidence of thrombotic events and predict their overall 2-week incidence. From 2006 to 2020, the incidence of deep vein thrombosis (DVT), pulmo…

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Computer Science Peer-Reviewed PDF DOI

Improved manta ray foraging optimization for multi-level thresholding using COVID-19 CT images.

Essam H Houssein, Marwa M Emam, Abdelmgeid A Ali · 2021

Coronavirus disease 2019 (COVID-19) is pervasive worldwide, posing a high risk to people's safety and health. Many algorithms were developed to identify COVID-19. One way of identifying COVID-19 is by…

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Computer Science Peer-Reviewed PDF DOI

Association of early positive end-expiratory pressure settings with ventilator-free days in patients with coronavirus disease 2019 acute respiratory distress syndrome: A secondary analysis of the Practice of VENTilation in COVID-19 study.

Christel M A Valk, Anissa M Tsonas, Michela Botta, Lieuwe D J Bos, Janesh Pillay, Ary Serpa Neto, Marcus J Schultz, Frederique Paulus · 2021

There is uncertainty about how much positive end-expiratory pressure (PEEP) should be used in patients with acute respiratory distress syndrome (ARDS) due to coronavirus disease 2019 (COVID-19). To in…

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Computer Science Peer-Reviewed PDF DOI

Adapting coordinated specialty care in the post-COVID-19 era: study protocol for an integrative mixed-methods study.

Sapana R Patel, Iruma Bello, Leopoldo J Cabassa, Ilana R Nossel, Melanie M Wall, Elaina Montague, Reanne Rahim, Chacku M Mathai, Lisa B Dixon · 2021

Coordinated Specialty Care (CSC) programs provide evidence-based services for young people with a recent onset of a psychotic disorder. OnTrackNY is a nationally recognized model of CSC treatment in N…

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Computer Science Peer-Reviewed PDF DOI

Structure-guided T cell vaccine design for SARS-CoV-2 variants and sarbecoviruses.

Anusha Nathan, Elizabeth J Rossin, Clarety Kaseke, Ryan J Park, Ashok Khatri, Dylan Koundakjian, Jonathan M Urbach, Nishant K Singh, Arman Bashirova, Rhoda Tano-Menka, Fernando Senjobe, Michael T Waring, Alicja Piechocka-Trocha, Wilfredo F Garcia-Beltran, A John Iafrate, Vivek Naranbhai, Mary Carrington, Bruce D Walker, Gaurav D Gaiha · 2021

The emergence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants that escape convalescent and vaccine-induced antibody responses has renewed focus on the development of broadly p…

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Computer Science Peer-Reviewed PDF DOI

The future of orthopaedic surgical education: Where do we go now?

Joshua W Thompson, Emma L Thompson, Anish P Sanghrajka · 2021

COVID-19 will undoubtedly change the future landscape of medical and surgical education. The economic and environmental advantages of virtual learning are clear, while access to a wider range of resou…

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Computer Science Peer-Reviewed PDF DOI

Statin and mortality in COVID-19: a systematic review and meta-analysis of pooled adjusted effect estimates from propensity-matched cohorts.

Ahmad Fariz Malvi Zamzam Zein, Catur Setiya Sulistiyana, Uswatun Khasanah, Arief Wibowo, Michael Anthonius Lim, Raymond Pranata · 2021

Statin potentially improved outcome in patients with COVID-19. Patients who receive statin generally have a higher proportion of comorbidities than those who did not, which may introduce bias. In this…

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Computer Science Peer-Reviewed PDF DOI

COVID-19 Vaccine-Related Discussion on Twitter: Topic Modeling and Sentiment Analysis.

Joanne Chen Lyu, Eileen Le Han, Garving K Luli · 2021

Vaccination is a cornerstone of the prevention of communicable infectious diseases; however, vaccines have traditionally met with public fear and hesitancy, and COVID-19 vaccines are no exception. Soc…

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Computer Science Peer-Reviewed PDF DOI

Robotic Home-Based Rehabilitation Systems Design: From a Literature Review to a Conceptual Framework for Community-Based Remote Therapy During COVID-19 Pandemic.

Aylar Akbari, Faezeh Haghverd, Saeed Behbahani · 2021

During the COVID-19 pandemic, the higher susceptibility of post-stroke patients to infection calls for extra safety precautions. Despite the imposed restrictions, early neurorehabilitation cannot be p…

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Computer Science Peer-Reviewed PDF DOI

Attitudes towards the COVID-19 Vaccine and Willingness to Get Vaccinated among Healthcare Workers in French Guiana: The Influence of Geographical Origin.

Nicolas Vignier, Kepha Brureau, Sybille Granier, Jacques Breton, Celine Michaud, Melanie Gaillet, Camille Agostini, Mathilde Ballet, Mathieu Nacher, Audrey Valdes, Philippe Abboud, Antoine Adenis, Felix Djossou, Loic Epelboin, Maylis Douine · 2021

Background: In the context of the global COVID-19 pandemic and the expansion of the more transmissible 20J/501Y.V3 (Gamma) variant of concern (VOC), mRNA vaccines have been made available in French Gu…

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Computer Science Peer-Reviewed PDF DOI

The Willingness to Receive COVID-19 Vaccine and Its Associated Factors: "Vaccination Refusal Could Prolong the War of This Pandemic" - A Systematic Review.

Addisu Dabi Wake · 2021

The outbreak of coronavirus disease 2019 (COVID-19) in Wuhan, China, spreads globally, since its declaration by the World Health Organization (WHO) as a COVID-19 pandemic on March 11, 2020. COVID-19 v…

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Computer Science Peer-Reviewed PDF DOI

The UPTAKE study: a cross-sectional survey examining the insights and beliefs of the UK population on COVID-19 vaccine uptake and hesitancy.

Sonika Sethi, Aditi Kumar, Anandadeep Mandal, Mohammed Shaikh, Claire A Hall, Jeremy M W Kirk, Paul Moss, Matthew J Brookes, Supratik Basu · 2021

A key challenge towards a successful COVID-19 vaccine uptake is vaccine hesitancy. We examine and provide novel insights on the key drivers and barriers towards COVID-19 vaccine uptake. This study inv…

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