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Advanced Set Bounding Methods for Fault Detection
Advanced Set Bounding Methods for Fault Detection
Prediction of flow-fields by combining high-fidelity CFD data and Machine Learning algorithms
Prediction of flow-fields by combining high-fidelity CFD data and Machine Learning algorithms
Detection and Classification of Disturbances in the Grid Using Discrete Wavelet Analysis and Machine Learning
Detection and Classification of Disturbances in the Grid Using Discrete Wavelet Analysis and Machine Learning
Towards Explaining Automated Credit Decisions
Towards Explaining Automated Credit Decisions: The design of an Explicability Assessment Framework (EAF) for Machine Learning Systems
Predictive Modelling of Asphalt Concrete Functional Properties Using Multiple Linear Regression and Gradient Boosting
Predictive Modelling of Asphalt Concrete Functional Properties Using Multiple Linear Regression and Gradient Boosting
Multimodal information extraction from videos
Multimodal information extraction from videos: Automatic creation of highlight clips from political speeches
Harmonic Surface Networks
Harmonic Surface Networks
Interpreting Information of Deep Neural Networks for Profiled Side Channel Analysis
Interpreting Information of Deep Neural Networks for Profiled Side Channel Analysis
Bayesian Additive Regression Trees for data-driven RANS turbulence modelling
Bayesian Additive Regression Trees for data-driven RANS turbulence modelling
Vibration-based Monitoring of the Zwartewaterbrug: a Machine Learning Approach
Vibration-based Monitoring of the Zwartewaterbrug: a Machine Learning Approach
Optimization of Industrial Solar Cel Fabrication with Machine Learning
Optimization of Industrial Solar Cel Fabrication with Machine Learning
A Generative Neural Network Model for Speech Enhancement
A Generative Neural Network Model for Speech Enhancement
Evaluating and Improving Large-Scale Machine Learning Frameworks
Evaluating and Improving Large-Scale Machine Learning Frameworks
Prediction of Fuel Consumption of Long Haul Heavy Duty Vehicles using Machine Learning and Comparison of the Performance of Various Learning Techniques
Prediction of Fuel Consumption of Long Haul Heavy Duty Vehicles using Machine Learning and Comparison of the Performance of Various Learning Techniques
Operationalizing Urban Resilience
Operationalizing Urban Resilience: A Machine Learning Approach
Digitalization of Retailing with Machine Learning
Digitalization of Retailing with Machine Learning: A Service-Product Design for Digital Merchandisers to Implement Machine Learning
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
One-Class Classification
One-Class Classification: for high-dimensional data
Human Activity Recognition using a Deep Learning Algorithm for Patient Monitoring
Human Activity Recognition using a Deep Learning Algorithm for Patient Monitoring
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
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