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Prof. Ireneusz Czarnowski
Employment
- Professor at Gdynia maritime University
Publications
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total: 70
Catalog Publications
Year 2022
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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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Using the AHP Method to Select an Electronic Documentation Management System for Polish Municipalities
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Multi-Label Classification for AIS Data Anomaly Detection Using Wavelet Transform
Publication
Year 2008
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Web Accessible A-Team Middleware
Publication
Year 2021
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Supervised Classification Problems–Taxonomy of Dimensions and Notation for Problems Identification
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Learning from Imbalanced Data Using Over-Sampling and the Firefly Algorithm
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Learning from Imbalanced Data Streams Based on Over-Sampling and Instance Selection
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K-means clustering for SAT-AIS data analysis
Publication
Year 2018
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Stacking-Based Integrated Machine Learning with Data Reduction
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Overcoming “Big Data” Barriers in Machine Learning Techniques for the Real-Life Applications
Publication
Year 2017
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Stacking and rotation-based technique for machine learning classification with data reduction
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Preface
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Learning from examples with data reduction and stacked generalization
Publication
Year 2012
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SELECTING A REPRESENTATIVE DATA SET OF THE REQUIRED SIZE USING THE AGENT-BASED POPULATION LEARNING ALGORITHM
Publication
Year 2010
Year 2014
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Preface
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Online Learning Based on Prototypes
Publication
Year 2015
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Preface
Publication
Year 2011
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