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Advanced Set Bounding Methods for Fault Detection
Advanced Set Bounding Methods for Fault Detection
Focal plane phase retrieval using deep convolutional neural networks
Focal plane phase retrieval using deep convolutional neural networks: A study on the feasibility of phase retrieval in free space optical communications from a single out of focus intensity measurement using a deep convolutional neural network
Planetary-scale classification of natural and human-induced sandy shoreline evolution
Planetary-scale classification of natural and human-induced sandy shoreline evolution: A semi-automated method that employs Machine Learning and Satellite Derived Shorelines over the past decades
Identifying Anomalous Transitions in SIP Traffic
Identifying Anomalous Transitions in SIP Traffic: Using PDFA State Merging
Towards Understanding of Deep Learning in Profiled Side-Channel Analysis
Towards Understanding of Deep Learning in Profiled Side-Channel Analysis: Similarity of predictors measured and explained
A Human-Machine Approach to Preserve Privacy in Image Analysis Crowdsourcing Tasks
A Human-Machine Approach to Preserve Privacy in Image Analysis Crowdsourcing Tasks
Environmental Drivers on Degradation Characteristics: a Data Driven Approach
Environmental Drivers on Degradation Characteristics: a Data Driven Approach: Improving maintenance requirements by modeling environmental effects on systems
Eutrophication prediction in the Dutch coastal waters using remote sensing data and machine learning
Eutrophication prediction in the Dutch coastal waters using remote sensing data and machine learning
Deep vs Shallow Reinforcement Learning for low dimensional continuous control tasks
Deep vs Shallow Reinforcement Learning for low dimensional continuous control tasks
Gaussian Process Models for Preliminary Low-Thrust Trajectory Optimization
Gaussian Process Models for Preliminary Low-Thrust Trajectory Optimization
Automated Transaction Monitoring
Automated Transaction Monitoring
Thermosphere Modelling using Machine Learning
Thermosphere Modelling using Machine Learning: Artificial Neural Networks to forecast thermospheric densities and generalise beyond the properties of an acceleration data set using the Swarm satellites as study case
Impact of graph-based features on Bitcoin prices
Impact of graph-based features on Bitcoin prices
Discretised Procedural Timber
Discretised Procedural Timber: An Investigation into robotic manufacturing & assembly for residential timber construction
Design of a Super-Compressible Metamaterial
Design of a Super-Compressible Metamaterial: An Experimental Investigation Guided by Machine Learning
Quantifying the effect of woody vegetation on the wave loads on a dike using remote sensing
Quantifying the effect of woody vegetation on the wave loads on a dike using remote sensing: Large scale physical model tests
Obstacle avoidance for quadrotors using reinforcement learning and obstacle-airflow interactions
Obstacle avoidance for quadrotors using reinforcement learning and obstacle-airflow interactions
DataDonor
DataDonor: Crowdsourcing health care through digitalization
Towards Self-Learning Model-Based Evolutionary Algorithms
Towards Self-Learning Model-Based Evolutionary Algorithms
Online Reinforcement Learning for Flight Control
Online Reinforcement Learning for Flight Control: An Adaptive Critic Design without prior model knowledge
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