Learning Signal Temporal Logic through Neural Network for Interpretable Classification

Author:

Li Danyang1,Cai Mingyu2,Vasile Cristian-Ioan2,Tron Roberto1

Affiliation:

1. Boston University,Mechanical Engineering Department,Boston,MA,USA,02215

2. Lehigh University,Department of Mechanical Engineering and Mechanics,Bethlehem,PA,USA

Publisher

IEEE

Reference25 articles.

1. MaxSAT-based temporal logic inference from noisy data

2. Classification of Time-Series Data Using Boosted Decision Trees

3. Differentiable learning of logical rules for knowledge base reasoning;yang;Advances in neural information processing systems,2017

4. End-to-end differentiable proving;rocktäschel;Advances in neural information processing systems,2017

5. Interpretable classification of time-series data using efficient enumerative techniques

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