Search Results for: machine learning

Machine learning and its features

Machine learning and its features

Machine learning is an application of artificial intelligence (AI) that allows systems to automatically learn and advance from experience, without explicit planning. Machine learning is based on the development of computer programs that …

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Machine learning is the key to diagnose COVID‑19: a proof‑of‑concept study

Machine learning is the key to diagnose COVID‑19: a proof‑of‑concept study

Abstract The reverse transcription-polymerase chain reaction (RT-PCR) assay is the accepted standard for coronavirus disease 2019 (COVID-19) diagnosis. As any test, RT-PCR provides false negative results that can be rectified …

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The Factors Affecting Acceptance of E-Learning: A Machine Learning Algorithm Approach

The Factors Affecting Acceptance of E-Learning: A Machine Learning Algorithm Approach

Abstract The Covid-19 epidemic is affecting all areas of life, including the training activities of universities around the world. Therefore, the online learning method is an effective method in the …

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The Role of Artificial Intelligence and Machine Learning Techniques: Race for COVID-19 Vaccine

The Role of Artificial Intelligence and Machine Learning Techniques: Race for COVID-19 Vaccine

Abstract Context: In the healthcare system, Artificial Intelligence (AI) is emerging as a productive tool. There are instances where AI has done marvels in the diagnosis of various health conditions …

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A comparative study of machine learning and deep learning algorithms to classify cancer types based on microarray gene expression data

A comparative study of machine learning and deep learning algorithms to classify cancer types based on microarray gene expression data

ABSTRACT Cancer classification is a topic of major interest in medicine since it allows accurate and efficient diagnosis and facilitates a successful outcome in medical treatments. Previous studies have classified …

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A Review of Further Directions for Artificial Intelligence, Machine Learning, and Deep Learning in Smart Logistics

A Review of Further Directions for Artificial Intelligence, Machine Learning, and Deep Learning in Smart Logistics

Abstract Industry 4.0 concepts and technologies ensure the ongoing development of microand macro-economic entities by focusing on the principles of interconnectivity, digitalization, and automation. In this context, artificial intelligence is …

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Machine Learning-Assisted Anomaly Detection in Maritime Navigation Using AIS Data

Machine Learning-Assisted Anomaly Detection in Maritime Navigation using AIS Data

Abstract The automatic identification system (AIS) reports vessels’ static and dynamic infonnation, which are essential for maritime traffic situation awareness. However, AIS transponders can be switched off to hide suspicious …

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Predicting the Assisted Living Care Needs Using Machine Learning and Health State Survey Data

Predicting the Assisted Living Care Needs Using Machine Learning and Health State Survey Data

Abstract Effective pain management can significantly improve the quality of life and outcomes for various types of patients(e.g. elderly, adult, young) and often requires assisted living for a significant number …

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Machine Learning and its Emergence in the Modern World and its Contribution to Artificial Intelligence

Machine Learning and its Emergence in the Modern World and its Contribution to Artificial Intelligence

Abstract Machine learning is known as the scientific study of various algorithms and statistics as well as models that can be used to create or perform certain tasks. These tasks …

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An Ontological Model to Predict Dropout Students Using Machine Learning Techniques

An Ontological Model to Predict Dropout Students Using Machine Learning Techniques

Abstract E-learning systems become more popular than it has ever been. However the popularity of e-learning systems, still suffer from some problems related to the completion rate of online courses …

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