Search Results - Dymitr Ruta

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  1. 1
    Beating Gradient Boosting: Target-Guided Binning for Massively Scalable Classification in Real-Time

    Beating Gradient Boosting: Target-Guided Binning for Massively Scalable Classification in Real-Time by Dymitr Ruta, Ming Liu, Ling Cen

    Published 2023-09-01
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  2. 2
    Gradient boosting models for cybersecurity threat detection with aggregated time series features

    Gradient boosting models for cybersecurity threat detection with aggregated time series features by Ming Liu, Ling Cen, Dymitr Ruta

    Published 2023-09-01
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  3. 3
    Efficient Support Vector Regression with Reduced Training Data

    Efficient Support Vector Regression with Reduced Training Data by Ling Cen, Quang Hieu Vu, Dymitr Ruta

    Published 2019-09-01
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  4. 4
    Deep Bi-Directional LSTM Networks for Device Workload Forecasting

    Deep Bi-Directional LSTM Networks for Device Workload Forecasting by Dymitr Ruta, Ling Cen, Quang Hieu Vu

    Published 2020-09-01
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  5. 5
    Greedy Incremental Support Vector Regression

    Greedy Incremental Support Vector Regression by Dymitr Ruta, Ling Cen, Quang Hieu Vu

    Published 2019-09-01
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  6. 6
    Exploring Stability and Performance of hybrid Gradient Boosting Classification and Regression Models in Sectors Stock Trend Prediction: A Tale of Preliminary Success and Final Challenge

    Exploring Stability and Performance of hybrid Gradient Boosting Classification and Regression Models in Sectors Stock Trend Prediction: A Tale of Preliminary Success and Final Chal... by Ming Liu, Ling Cen, Dymitr Ruta, Quang Hieu Vu

    Published 2024-10-01
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  7. 7
    Key Factors to Consider when Predicting the Costs of Forwarding Contracts

    Key Factors to Consider when Predicting the Costs of Forwarding Contracts by Quang Hieu Vu, Ling Cen, Dymitr Ruta, Ming Liu

    Published 2022-09-01
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  8. 8
    FedCSIS 2024 Data Science Challenge: Predicting Stock Trends by a Multi-Dimensional Approach

    FedCSIS 2024 Data Science Challenge: Predicting Stock Trends by a Multi-Dimensional Approach by Quang Hieu Vu, Dymitr Ruta, Ling Cen, Ming Liu

    Published 2024-11-01
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  9. 9
    Predicting Win-rates of Hearthstone Decks: Models and Features that Won AAIA’2018 Data Mining Challenge

    Predicting Win-rates of Hearthstone Decks: Models and Features that Won AAIA’2018 Data Mining Challenge by Quang Hieu Vu, Dymitr Ruta, Andrzej Ruta, Ling Cen

    Published 2018-09-01
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  10. 10
    Diversified gradient boosting ensembles for prediction of the cost of forwarding contracts

    Diversified gradient boosting ensembles for prediction of the cost of forwarding contracts by Dymitr Ruta, Ming Liu, Ling Cen, Quang Hieu Vu

    Published 2022-09-01
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  11. 11
    Regression Networks for Robust Win-rates Predictions of AI Gaming Bots

    Regression Networks for Robust Win-rates Predictions of AI Gaming Bots by Ling Cen, Andrzej Ruta, Dymitr Ruta, Quang Hieu Vu

    Published 2018-09-01
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