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    Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey

    Free access
    Wörmann, Julian / Bogdoll, Daniel / Bührle, Etienne et al. | German Aerospace Center (DLR) | 2022
    Keywords: Informed Machine Learning , Machine Learning , Knowledge Augmented Machine Learning , Knowledge-driven Machine Learning

    Traffic Flow Prediction Based on Cooperative Vehicle Infrastructure for Cloud Control Platform

    Chen, Chen / Zhang, Jingming / Chen, Qiushi et al. | SAE Technical Papers | 2020
    Keywords: Machine learning

    Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey

    Free access
    Wörmann, Julian / Bogdoll, Daniel / Bührle, Etienne et al. | German Aerospace Center (DLR) | 2022
    Keywords: Informed Machine Learning , Machine Learning

    Conditional independence testing based on a nearest-neighbor estimator of conditional mutual information

    Free access
    Runge, Jakob | German Aerospace Center (DLR) | 2018
    Keywords: machine learning

    Static Targets Recognition and Tracking Based on Millimeter Wave Radar

    GAO, Li / Zhao, Yanan / Zhang, Yu et al. | SAE Technical Papers | 2020
    Keywords: Machine learning

    Recent Advances in Robotic Systems

    Free access
    Wang, Guanghui | TIBKAT | 2016
    Keywords: Machine learning

      Recent Advances in Robotic Systems

      Free access
      Wang, Guanghui | GWLB - Gottfried Wilhelm Leibniz Bibliothek | 2016
      Keywords: Machine learning

    Learning physical intuition for robotic manipulation

    Free access
    Groth, OM | BASE | 2022
    Keywords: Machine learning

    Lithological mapping of Nidar ophiolite complex, Ladakh using high-resolution data

    Chauhan, Mamta / Sur, Koyel / Chauhan, Prakash et al. | Elsevier | 2024
    Keywords: Machine learning

    Introduction to the Virtual Collection on Machine Learning in Aerospace

    Sunberg, Zach / Oh, Hyondong | AIAA | 2023
    Keywords: Machine Learning

    Innovation Paths for Machine Learning in Robotics

    Free access
    Stulp, Freek / Spranger, Michael / Listmann, Kim et al. | German Aerospace Center (DLR) | 2022
    Keywords: machine learning

    A Deep Ensemble Network Model for Refined Traffic Volume Prediction Considering Spatial-Temporal Features

    Tao, Lu / Zhou, Tian / Liu, Wan et al. | SAE Technical Papers | 2020
    Keywords: Machine learning

    Thin-Walled Compliant Mechanism Component Design Assisted by Machine Learning and Multiple Surrogates

    Tovar, Andres / Detwiler, Duane / Nutwell, Emily et al. | SAE Technical Papers | 2015
    Keywords: Machine learning

    A Combined Markov Chain and Reinforcement Learning Approach for Powertrain-Specific Driving Cycle Generation

    Dietrich, Maximilian / Sarkar, Mouktik / Chen, Xi | SAE Technical Papers | 2020
    Keywords: Machine learning

    Improving displacement estimation by mems accelerometer using deep q-learning algorithm

    Free access
    Petronis, Algirdas / Januškevičius, Tomas / Dumbrava, Kęstutis et al. | BASE | 2021
    Keywords: machine learning

    Grasping learning, optimization, and knowledge transfer in the robotics field

    Free access
    Pozzi L. / Gandolla M. / Pura F. et al. | BASE | 2022
    Keywords: machine learning

    Toward safer highways, application of XGBoost and SHAP for real-time accident detection and feature analysis

    Parsa, Amir Bahador / Movahedi, Ali / Taghipour, Homa et al. | Elsevier | 2019
    Keywords: Machine learning

    Driver Identification Using Multivariate In-vehicle Time Series Data

    Luo, Dawei / Guo, Gang / Lu, Jianbo | SAE Technical Papers | 2018
    Keywords: Machine learning

    Leveraging Historical Thermal Wind Tunnel Data for ML-Based Predictions of Component Temperatures for a New Vehicle Project

    Rottengruber, Hermann / Freytag, Lukas / Enke, Wolfram | SAE Technical Papers | 2023
    Keywords: Machine learning

    A Comprehensive Analysis of Methods to Write Requirements for Machine Learning Components used in Autonomous Vehicles

    Gil Batres, Andrea / Avalos Gonzalez, Carlos / Krishnamoorthy, Jayalekshmi et al. | SAE Technical Papers | 2023
    Keywords: Machine learning

    Online Learning of Wheel Odometry Correction for Mobile Robots with Attention-based Neural Network

    Free access
    Navone, Alessandro / Martini, Mauro / Angarano, Simone et al. | BASE | 2023
    Keywords: Machine Learning