Prof. Ireneusz Czarnowski
Employment
- Professor at Gdynia maritime University
Publications
Filters
total: 70
Catalog Publications
Year 2022
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Impact of Clustering on a Synthetic Instance Generation in Imbalanced Data Streams Classification
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Multi-Label Classification for AIS Data Anomaly Detection Using Wavelet Transform
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Using the AHP Method to Select an Electronic Documentation Management System for Polish Municipalities
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Weighted Ensemble with one-class Classification and Over-sampling and Instance selection (WECOI): An approach for learning from imbalanced data streams
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Year 2021
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Designing RBFNs Structure Using Similarity-Based and Kernel-Based Fuzzy C-Means Clustering Algorithms
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Impact of the Time Window Length on the Ship Trajectory Reconstruction Based on AIS Data Clustering
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K-means clustering for SAT-AIS data analysis
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Learning from Imbalanced Data Streams Based on Over-Sampling and Instance Selection
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Learning from Imbalanced Data Using Over-Sampling and the Firefly Algorithm
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Supervised Classification Problems–Taxonomy of Dimensions and Notation for Problems Identification
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Year 2020
Year 2019
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An Approach to Imbalanced Data Classification Based on Instance Selection and Over-Sampling
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Data reduction and stacking for imbalanced data classification
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Year 2018
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An Approach to Data Reduction for Learning from Big Datasets: Integrating Stacking, Rotation, and Agent Population Learning Techniques
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Overcoming “Big Data” Barriers in Machine Learning Techniques for the Real-Life Applications
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Stacking-Based Integrated Machine Learning with Data Reduction
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Year 2017
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Learning from examples with data reduction and stacked generalization
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Preface
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Stacking and rotation-based technique for machine learning classification with data reduction
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Year 2016
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