Search Results - "neural networks"

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    Automated Machine Learning Methods, Systems, Challenges /

    Published 2019
    Table of Contents: “…1 Hyperparameter Optimization -- 2 Meta-Learning -- 3 Neural Architecture Search -- 4 Auto-WEKA -- 5 Hyperopt-Sklearn -- 6 Auto-sklearn -- 7 Towards Automatically-Tuned Deep Neural Networks -- 8 TPOT -- 9 The Automatic Statistician -- 10 AutoML Challenges.…”
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  15. 1915

    Multiple-Aspect Analysis of Semantic Trajectories First International Workshop, MASTER 2019, Held in Conjunction with ECML-PKDD 2019, Würzburg, Germany, September 16, 2019, Proceed...

    Published 2020
    Table of Contents: “…Learning from our Movements - The Mobility Data Analytics Era -- Uncovering hidden concepts from AIS data: A network abstraction of maritime traffic for anomaly detection -- Nowcasting Unemployment Rates with Smartphone GPS data -- Online long-term trajectory prediction based on mined route patterns -- EvolvingClusters: Online Discovery of Group Patterns in Enriched Maritime Data -- Prospective Data Model and Distributed Query Processing for Mobile Sensing Data Streams -- Predicting Fishing Effort and Catch Using Semantic Trajectories and Machine Learning -- A Neighborhood-augmented LSTM Model for Taxi-Passenger Demand Prediction -- Multi-Channel Convolutional Neural Networks for Handling Multi-Dimensional Semantic Trajectories and Predicting Future Semantic Locations.…”
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  16. 1916

    Computational Physiology Simula Summer School 2023 − Student Reports /

    Published 2024
    Table of Contents: “…1 Studying the role of astrocytic membrane properties on microscopic fluid flow in brain tissue -- 2 Computational modeling of ephaptic coupling in myelinated and unmyelinated axon bundles using the EMI framework -- 3 Augmentation of cardiac ischemic geometry for improving machine learning performance in arrhythmic risk stratification -- 4 Non-Invasive Detection of Fetal Ischemia Through Electrocardiography -- 5 Reconstruction of a Pancreatic Beta Cell Network from Heterogeneous Functional Measurements -- 6 The Impact of Mechano-Electric Feedback on Drug- and Stretch-Induced Arrhythmia using a Computational Model of Cardiac Electromechanics -- 7 Impact of modeling assumptions on hemodynamic stresses in predicting cerebral aneurysm rupture status -- 8 Random Path Generation with Spiking Neural Networks.…”
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