Classification of Time-Series Data Using Boosted Decision Trees

1 October 2021

Papers citing "Classification of Time-Series Data Using Boosted Decision Trees"

9 / 9 papers shown

Title
Neuro-Symbolic Generation of Explanations for Robot Policies with Weighted Signal Temporal Logic Mikihisa Yuasa R. Sreenivas Huy T. Tran 40 0 0 30 Apr 2025
Learning Optimal Signal Temporal Logic Decision Trees for Classification: A Max-Flow MILP Formulation Kaier Liang Gustavo A. Cardona Disha Kamale C. Vasile 26 0 0 30 Jul 2024
TLINet: Differentiable Neural Network Temporal Logic Inference Danyang Li Mingyu Cai C. Vasile Roberto Tron AI4CE NAI 38 0 0 03 May 2024
Multi-class Temporal Logic Neural Networks Danyang Li Roberto Tron AI4TS 27 1 0 17 Feb 2024
Interpretable Generative Adversarial Imitation Learning Wenliang Liu Danyang Li Erfan Aasi Roberto Tron C. Belta GAN 32 6 0 15 Feb 2024
STL: Surprisingly Tricky Logic (for System Validation) H. Siu Kevin J. Leahy Makai Mann 22 3 0 26 May 2023
Learning Signal Temporal Logic through Neural Network for Interpretable Classification Danyang Li Mingyu Cai C. Vasile Roberto Tron AI4TS 18 12 0 04 Oct 2022
Time-Incremental Learning from Data Using Temporal Logics Erfan Aasi Mingyu Cai C. Vasile C. Belta 23 1 0 28 Dec 2021
Learning Spatio-Temporal Specifications for Dynamical Systems Suhail Alsalehi Erfan Aasi Ron Weiss C. Belta 26 2 0 20 Dec 2021