| Classifying Functional Data from Orthogonal Projections – Model, Properties and Fast Implementation
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2021 |
Skubalska-Rafajłowicz, Ewa |
| Exact Searching for the Smallest Deterministic Automaton
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2021 |
Wieczorek, Wojciech |
| Analysis of Variance Application in the Construction of Classifier Ensemble Based on Optimal Feature Subset for the Task of Supporting Glaucoma Diagnosis
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2021 |
Sułot, Dominika |
| Improvement of Random Undersampling to Avoid Excessive Removal of Points from a Given Area of the Majority Class
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2021 |
Bach, Małgorzata |
| Analysis of Semestral Progress in Higher Technical Education with HMM Models
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2021 |
Lach, Ewa |
| Vicinity-Based Abstraction: VA-DGCNN Architecture for Noisy 3D Indoor Object Classification
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2021 |
Walczak, Jakub |
| Applicability of Machine Learning to Short-Term Prediction of Changes in the Low Voltage Electricity Distribution Network
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2021 |
Cofta, Piotr |
| A Model for Urban Social Networks
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2021 |
Guarino, Stefano |
| How to Reach Consensus? Better Disagree with Your Neighbor
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2021 |
Weron, Tomasz |
| Learning from Imbalanced Data Streams Based on Over-Sampling and Instance Selection
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2021 |
Czarnowski, Ireneusz |
| Bagging and Single Decision Tree Approaches to Dispersed Data
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2021 |
Przybyła-Kasperek, Małgorzata |
| An Intelligent Social Collective with Facebook-Based Communication
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2021 |
Maleszka, Marcin |
| Computational Intelligence Techniques for Assessing Data Quality: Towards Knowledge-Driven Processing
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2021 |
Afriliana, Nunik |
| Multi-criteria Seed Selection for Targeted Influence Maximization Within Social Networks
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2021 |
Karczmarczyk, Artur |
| Towards Cost-Effective Treatment of Periprosthetic Joint Infection: From Statistical Analysis to Markov Models
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2021 |
Kaliberda, Yulia E. |
| Comparison of Efficiency, Stability and Interpretability of Feature Selection Methods for Multiclassification Task on Medical Tabular Data
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2021 |
Balabaeva, Ksenia |
| Applying DCT Combined Cepstrum for the Assessment of the Arteriovenous Fistula Condition
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2021 |
Grochowina, Marcin |
| Some Proposal of the High Dimensional PU Learning Classification Procedure
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2021 |
Furmańczyk, Konrad |
| Clustering and Weighted Scoring Algorithm Based on Estimating the Number of Clusters
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2021 |
Klikowski, Jakub |
| Learning Invariance in Deep Neural Networks
|
2021 |
Zhang, Han |
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