main webpage W Topic Artificial Intelligence Sensors • Vol 23 • No 1 Comparative Study of Machine Learning Models for Bee Colony Acoustic Pattern Classification on Low Computational Resources 2023 In precision beekeeping, the automatic recognition of colony states to assess the health status of bee colonies with dedicated hardware is an important challenge for researchers, and the use of machine learning (ML) models to predict acoustic patterns has inc… Article Open Artificial Intelligence Open Article Page

Artificial Intelligence

Intelligence of machines Artificial intelligence ( AI ) is the capability of computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making. It is a field of research in computer science that develops and studies methods and software that enable machines to perceive their environment and use learning and intelligence to take actions that maximize their chances of achieving defined goals. High-profile applications of AI include advanced web search engines (e.g., Google Search); recommendation systems (used by YouTube, Amazon, and Netflix); virtual assistants (e.g., Google Assistant, Siri, and Alexa); autonomous vehicles (e.g., Waymo); generative and creative tools (e.g. Critical Symbolic Virtual Narrative Open Artificial Intelligence Open Article Page

Exploring foci of: Sensors • Vol 23 • No 1 Comparative Study of Machine Learning Models for Bee Colony Acoustic Pattern Classification on Low Computational Resources 2023 In precision beekeeping, the automatic recognition of colony states to assess the health status of bee colonies with dedicated hardware is an important challenge for researchers, and the use of machine learning (ML) models to predict acoustic patterns has increased attention. In this work, five classification ML algorithms were compared to find a model with the best performance and the lowest computational cost for identifying colony states by analyzing acoustic patterns. Several metrics were computed to evaluate … Open Article Page

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Explore Artificial Intelligence W Topic Artificial Intelligence Sensors • Vol 23 • No 1 Comparative Study of Machine Learning Models for Bee Colony Acoustic Pattern Classification on Low Computational Resources 2023 In precision beekeeping, the automatic recognition of colony states to assess the health status of bee colonies with dedicated hardware is an important challenge for researchers, and the use of machine learning (ML) models to predict acoustic patterns has inc… Article Critical Symbolic Virtual Narrative Open Artificial Intelligence Open Article Page