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Decision Trees

Learning Optimal Signal Temporal Logic Decision Trees for Classification: A Max-Flow MILP Formulation

Tags: 
Temporal Logic Inference
Decision Trees
Signal Temporal Logic
Mixed Integer Linear Programming
Machine Learning
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Time-Incremental Learning of Temporal Logic Classifiers Using Decision Trees

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Temporal Logic Inference
Time-Incremental Learning
Decision Trees
Signal Temporal Logic
Machine Learning
Autonomous Car
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Classification of Time-Series Data Using Boosted Decision Trees

Boosted Decision Trees
Tags: 
Temporal Logic Inference
Boosting
Decision Trees
Signal Temporal Logic
Autonomous Car
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A Decision Tree Approach to Data Classification using Signal Temporal Logic

Giuseppe Bombara, Cristian-Ioan Vasile, Francisco Penedo Alvarez, Yasuoka Hirotoshi, and Calin Belta. A Decision Tree Approach to Data Classification using Signal Temporal Logic. In Hybrid Systems: Computation and Control (HSCC), pages 1–10, Vienna, Austria, April 2016. doi:10.1145/2883817.2883843.

Tags: 
Temporal Logic Inference
Decision Trees
Signal Temporal Logic
Machine Learning
  • Read more about A Decision Tree Approach to Data Classification using Signal Temporal Logic
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