Year 1999

• Evolution-based scheduling of fault-tolerant programs on multiple processors

  Publication

  • P. Jedrzejowicz
  • I. Czarnowski
  • H. Szreder
  • A. Skakowski

  - Year 1999

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Year 2001

• Evolution-based scheduling of multiple variant and multiple processor programs

  Publication

  • P. Jędrzejowicz
  • I. Czarnowski
  • A. Skakowski
  • H. Szreder

  - Future Generation Computer Systems-The International Journal of Grid Computing-Theory Methods and Applications - Year 2001

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Year 2011

• Experimental Evaluation of the Agent-Based Population Learning Algorithm for the Cluster-Based Instance Selection

  Publication

  • I. Czarnowski
  • P. Jędrzejowicz

  - Year 2011

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• Parallel Cooperating A-Teams

  Publication

  • D. Barbucha
  • I. Czarnowski
  • P. Jędrzejowicz
  • E. Ratajczak-Ropel
  • I. Wierzbowska

  - Year 2011

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• POPULATION-BASED MULTI-AGENT APPROACH TO SOLVING MACHINE LEARNING PROBLEMS

  Publication

  • I. Czarnowski
  • P. Jędrzejowicz

  - CYBERNETICS AND SYSTEMS - Year 2011

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Year 2022

• Impact of Clustering on a Synthetic Instance Generation in Imbalanced Data Streams Classification

  Publication

  • I. Czarnowski
  • D. Martins

  - Year 2022

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• Multi-Label Classification for AIS Data Anomaly Detection Using Wavelet Transform

  Publication

  • M. Szarmach
  • I. Czarnowski

  - IEEE Access - Year 2022

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Year 2021

• Impact of the Time Window Length on the Ship Trajectory Reconstruction Based on AIS Data Clustering

  Publication

  • M. Mieczyńska
  • I. Czarnowski

  - Year 2021

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• K-means clustering for SAT-AIS data analysis

  Publication

  • M. Mieczyńska
  • I. Czarnowski

  - WMU Journal of Maritime Affairs - Year 2021

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• Learning from Imbalanced Data Streams Based on Over-Sampling and Instance Selection

  Publication

  • I. Czarnowski

  - Year 2021

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• Learning from Imbalanced Data Using Over-Sampling and the Firefly Algorithm

  Publication

  • I. Czarnowski

  - Year 2021

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Year 2010

• Implementation and performance evaluation of the agent-based algorithm for ANN training

  Publication

  • I. Czarnowski
  • P. Jędrzejowicz

  - International Journal of Knowledge-Based and Intelligent Engineering Systems - Year 2010

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• Influence of the Working Strategy on A-Team Performance

  Publication

  • D. Barbucha
  • I. Czarnowski
  • P. Jędrzejowicz
  • E. Ratajczak-Ropel
  • I. Wierzbowska

  - Year 2010

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• JABAT Middleware as a Tool for Solving Optimization Problems

  Publication

  • D. Barbucha
  • I. Czarnowski
  • P. Jędrzejowicz
  • E. Ratajczak-Ropel
  • I. Wierzbowska

  - Year 2010

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Year 2006

• JADE-Based A-Team as a Tool for Implementing Population-Based Algorithms

  Publication

  • D. Barbucha
  • I. Czarnowski
  • P. Jedrzejowicz
  • E. Ratajczak
  • I. Wierzbowska

  - Year 2006

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Year 2016

• Kernel-Based Fuzzy C-Means Clustering Algorithm for RBF Network Initialization

  Publication

  • I. Czarnowski
  • P. Jędrzejowicz

  - Year 2016

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Year 2017

• Learning from examples with data reduction and stacked generalization

  Publication

  • I. Czarnowski
  • P. Jędrzejowicz

  - JOURNAL OF INTELLIGENT & FUZZY SYSTEMS - Year 2017

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Year 2014

• Online Learning Based on Prototypes

  Publication

  • I. Czarnowski
  • P. Jędrzejowicz

  - Year 2014

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• Preface

  Publication

  • P. Jędrzejowicz
  • L. Jain
  • R. Howlett
  • I. Czarnowski

  - Procedia Computer Science - Year 2014

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Year 2018

• Overcoming “Big Data” Barriers in Machine Learning Techniques for the Real-Life Applications

  Publication

  • I. Czarnowski
  • P. Jedrzejowicz
  • K. Chao
  • T. Yildirim

  - COMPLEXITY - Year 2018

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