AI从药物动力学走向市场营销

Encyclopedia of Artificial Intelligence Pub Date : 1900-01-01 DOI:10.4018/978-1-59904-849-9.CH011

J. Martín-Guerrero, E. Soria-Olivas, P. Lisboa, Antonio J. Serrano

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引用次数: 2

摘要

•人工神经网络(ANNs):多层感知器(MLP)，有限脉冲响应(FIR)神经网络，Elman网络，自组织映射(SOMs)和自适应共振理论(ART)。•其他聚类算法:K-Means，期望最大化(EM)算法，模糊C-Means (FCM)，分层聚类算法(HCA)。广义自回归条件异方差(GARCH)。•支持向量回归(SVR)。•协同过滤技术。•强化学习(RL)方法。

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An AI Walk from Pharmacokinetics to A Marketing

• Artificial Neural Networks (ANNs): Multilayer Perceptron (MLP), Finite Impulse Response (FIR) Neural Network, Elman Network, Self-Oganizing Maps (SOMs) and Adaptive Resonance Theory (ART). • Other clustering algorithms: K-Means, Expectation-Maximization (EM) algorithm, Fuzzy C-Means (FCM), Hierarchical Clustering Algorithms (HCA). • Generalized Auto-Regressive Conditional Heteroskedasticity (GARCH). • Support Vector Regression (SVR). • Collaborative filtering techniques. • Reinforcement Learning (RL) methods.

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Encyclopedia of Artificial Intelligence

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