This dissertation studies the training, performance and applications of feed-forward neural networks. A new formulation of the training problem provides a family of Efficient LEarning Algorithms for Neural NEtworks (ELEANNE), which achieve better convergence than the already existing algorithms. This ...
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machine learning and deep learning applications; natural language processing (NLP); artificial intelligence ethics and decision support systems; robotics and autonomous systems; and specialized applications of AI, and cover a wide range of AI domains, such as machine learning, deep learning, natural la...
, for large and complex problems, AI algorithms consume considerable computation time due to stochastic feature of the search approaches. Therefore, there is a potential requirement to develop efficient algorithm to find solutions under the limited resources, time, and money in real-world applications...
Now that you know about the different ways AI works and a little about the possible applications, it’s time to think about how you can use it in business. According to the2021 Appen State of AI report, businesses need to adopt AI into their models or risk being left behind as the tec...
9. AI Applications in Banking Banking is another application where AI is used extensively. Automation, chatbots, adaptive intelligence, algorithm trading, and ML are all used in financial activities. Several banks already use AI-based systems or software to provide customer service and identify abnor...
As artificial intelligence grows, the application field of machine learning develops further. This pushes higher demands for model training and applications, the improvement of the algorithm, and increased arithmetic power. This aim of this Special Issue is to discuss some trending topics, such as ...
In order to enhance the depth of theoretical learning, the neural network algorithms are illustrated in successive iteration method, and we provide some detailed examples for all key concepts and applications. 展开 开课机构教师团队 文常保 长安大学 电子与控制工程学院 教授 文常保,教授,博士/博士后。
Intersection of education and deep learning method of artificial intelligence (AI) is gradually becoming a hot research field. Education will be profoundly
Therefore, there is a potential requirement to develop efficient algorithm to find solutions under the limited resources, time, and money in real-world applications. This special issue aims to report the latest advances in every aspect of artificial intelligence technology, including machine learning, ...