the Air Quality Index (AQI) is a precise instrument for assessing the intensity of air pollution, which is a major adverse weather condition for the environment and human healththese days. Public health involvement a...
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Amid the rapid development of information technology, artificial intelligence (AI) has brought profound changes to the field of education. By analyzing AI applications in China's educational innovation, this paper...
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Big data analysis frameworks such as Spark are widely used in various scenarios, and the configuration of Spark significantly affects the execution time of the application. How to select appropriate configuration from...
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this paper investigates the optimization of Bayesian statistical models using deep learning techniques. We introduce the theoretical basis of Bayesian models and deep learning, and propose a novel framework for their ...
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this paper is the first to work on metaheuristic algorithm which combines PSO, GA, ACO and DE with deep learning to optimize power distribution networks. In particular, the interpretable methods including guided backs...
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the World Wide Web's emergence paved the way for various social networking sites, facilitating easy communication and connection among users on a shared platform. A social network is essentially a graph comprising...
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this paper presents an improved intelligent control model for greenhouse environments, integrating environmental monitoring data with a deep learning approach combining multilayer CNN and LSTM networks with model pred...
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this paper introduces OpenRAG, an open-source Retrieval-Augmented Generation (RAG) system architecture designed to enhance GenAI applications in personalized learning. the architecture is modular with loosely coupled ...
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In order to improve the efficiency of residential interior design and meet the growing demand for personalization, this article explores design automation and optimization using neural network algorithms. By simulatin...
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Voice analysis in Natural Language Processing (NLP) involves the processing of spoken language to develop applications such as speech recognition, synthesis, and speaker identification. this survey explores the phonet...
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