Monotonicity Extraction for Monotonic Bayesian Networks Parameter Learning

Jingzhuo Yang; Yu Wang; Qinghua Hu

doi:10.1007/978-3-030-04182-3_50

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Monotonicity Extraction for Monotonic Bayesian Networks Parameter Learning

Jingzhuo Yang Yu Wang Qinghua Hu

Year: 2018 Lecture notes in computer science Pages: 571-581 Publisher: Springer Science+Business Media

DOI: 10.1007/978-3-030-04182-3_50

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Keywords:

Monotonic function Computer science Rank (graph theory) Artificial intelligence Bayesian network Machine learning Algorithm Convex function Set (abstract data type) Mathematical optimization Regular polygon Mathematics

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Bayesian Modeling and Causal Inference

Physical Sciences → Computer Science → Artificial Intelligence

Fault Detection and Control Systems

Physical Sciences → Engineering → Control and Systems Engineering

Advanced Statistical Methods and Models

Physical Sciences → Mathematics → Statistics and Probability

Monotonicity Extraction for Monotonic Bayesian Networks Parameter Learning

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