| Different Strategies of Fitting Logistic Regression for Positive and Unlabelled Data
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2020 |
Teisseyre, Pawel |
| Performance Analysis of Binarization Strategies for Multi-class Imbalanced Data Classification
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2020 |
Zak, Michal |
| Fingerprinting of URL Logs: Continuous User Authentication from Behavioural Patterns
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2020 |
Nowak, Jakub |
| Cooperation for Public Goods Under Uncertainty
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2020 |
Bruggeman, Jeroen |
| Evaluation of the Costs of Delayed Campaigns for Limiting the Spread of Negative Content, Panic and Rumours in Complex Networks
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2020 |
Jankowski, Jaroslaw |
| Towards Prediction of Heart Arrhythmia Onset Using Machine Learning
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2020 |
Golinska, Agnieszka Kitlas |
| An Analysis of Demographic Data in Irish Healthcare Domain to Support Semantic Uplift
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2020 |
McGlinn, Kris |
| From Population to Subject-Specific Reference Intervals
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2020 |
Pusparum, Murih |
| Applicability of Machine Learning Methods to Multi-label Medical Text Classification
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2020 |
Lenivtceva, Iuliia |
| Machine Learning — The Results Are Not the only Thing that Matters! What About Security, Explainability and Fairness?
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2020 |
Choras, Michal |
| Syntactic and Semantic Bias Detection and Countermeasures
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2020 |
Englert, Roman |
| Sentiment Analysis for Fake News Detection by Means of Neural Networks
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2020 |
Kula, Sebastian |
| Grammatical Inference by Answer Set Programming
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2020 |
Wieczorek, Wojciech |
| Dynamic Classifier Selection for Data with Skewed Class Distribution Using Imbalance Ratio and Euclidean Distance
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2020 |
Zyblewski, Pawel |
| On Model Evaluation Under Non-constant Class Imbalance
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2020 |
Brabec, Jan |
| Standard Decision Boundary in a Support-Domain of Fuzzy Classifier Prediction for the Task of Imbalanced Data Classification
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2020 |
Ksieniewicz, Pawel |
| Employing One-Class SVM Classifier Ensemble for Imbalanced Data Stream Classification
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2020 |
Klikowski, Jakub |
| On the Impact of Network Data Balancing in Cybersecurity Applications
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2020 |
Pawlicki, Marek |
| Pattern Recognition Model to Aid the Optimization of Dynamic Spectrally-Spatially Flexible Optical Networks
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2020 |
Ksieniewicz, Pawel |
| Missing Features Reconstruction Using a Wasserstein Generative Adversarial Imputation Network
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2020 |
Friedjungova, Magda |
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