Prof. Ireneusz Czarnowski
Zatrudnienie
- Profesor UMG w Uniwersytet Morski w Gdyni
Publikacje
Filtry
wszystkich: 70
Katalog Publikacji
Rok 2022
-
Impact of Clustering on a Synthetic Instance Generation in Imbalanced Data Streams Classification
Publikacja -
Multi-Label Classification for AIS Data Anomaly Detection Using Wavelet Transform
Publikacja -
Using the AHP Method to Select an Electronic Documentation Management System for Polish Municipalities
Publikacja -
Weighted Ensemble with one-class Classification and Over-sampling and Instance selection (WECOI): An approach for learning from imbalanced data streams
Publikacja
Rok 2021
-
Designing RBFNs Structure Using Similarity-Based and Kernel-Based Fuzzy C-Means Clustering Algorithms
Publikacja -
Impact of the Time Window Length on the Ship Trajectory Reconstruction Based on AIS Data Clustering
Publikacja -
K-means clustering for SAT-AIS data analysis
Publikacja -
Learning from Imbalanced Data Streams Based on Over-Sampling and Instance Selection
Publikacja -
Learning from Imbalanced Data Using Over-Sampling and the Firefly Algorithm
Publikacja -
Supervised Classification Problems–Taxonomy of Dimensions and Notation for Problems Identification
Publikacja
Rok 2020
Rok 2019
-
An Approach to Imbalanced Data Classification Based on Instance Selection and Over-Sampling
Publikacja -
Data reduction and stacking for imbalanced data classification
Publikacja
Rok 2018
-
An Approach to Data Reduction for Learning from Big Datasets: Integrating Stacking, Rotation, and Agent Population Learning Techniques
Publikacja -
Overcoming “Big Data” Barriers in Machine Learning Techniques for the Real-Life Applications
Publikacja -
Stacking-Based Integrated Machine Learning with Data Reduction
Publikacja
Rok 2017
-
Learning from examples with data reduction and stacked generalization
Publikacja -
Preface
Publikacja -
Stacking and rotation-based technique for machine learning classification with data reduction
Publikacja
Rok 2016
wyświetlono 1161 razy