Piotr Jedrzejowicz

According to our database1, Piotr Jedrzejowicz authored at least 144 papers between 1987 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
A-Team Solving Distributed Resource-Constrained Multi-Project Scheduling Problem.
Vietnam J. Computer Science, 2019

Implementing Gene Expression Programming in the Parallel Environment for Big Datasets' Classification.
Vietnam J. Computer Science, 2019

Gene Expression Programming as a data classification tool. A review.
Journal of Intelligent and Fuzzy Systems, 2019

Data reduction and stacking for imbalanced data classification.
Journal of Intelligent and Fuzzy Systems, 2019

An island-based differential evolution algorithm with the multi-size populations.
Expert Syst. Appl., 2019

Current Trends in the Population-Based Optimization.
Proceedings of the Computational Collective Intelligence - 11th International Conference, 2019

An Approach to Imbalanced Data Classification Based on Instance Selection and Over-Sampling.
Proceedings of the Computational Collective Intelligence - 11th International Conference, 2019

2018
Incremental Gene Expression Programming Classifier with Metagenes and Data Reduction.
Complexity, 2018

Overcoming "Big Data" Barriers in Machine Learning Techniques for the Real-Life Applications.
Complexity, 2018

An Approach to Data Reduction for Learning from Big Datasets: Integrating Stacking, Rotation, and Agent Population Learning Techniques.
Complexity, 2018

GEP-Based Ensemble Classifier with Drift-Detection.
Proceedings of the Artificial Intelligence XXXV, 2018

Firefly Algorithm for the RBF Network Design.
Proceedings of the 2018 Innovations in Intelligent Systems and Applications, 2018

Parallel GEP Ensemble for Classifying Big Datasets.
Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

Cluster-Based Instance Selection for the Imbalanced Data Classification.
Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

2017
An ensemble of the distance-based and Naive Bayes classifiers for the online classification with data reduction.
Journal of Intelligent and Fuzzy Systems, 2017

Learning from examples with data reduction and stacked generalization.
Journal of Intelligent and Fuzzy Systems, 2017

Preface.
Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications, 2017

Stacking and rotation-based technique for machine learning classification with data reduction.
Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications, 2017

Gene Expression Programming Ensemble for Classifying Big Datasets.
Proceedings of the Computational Collective Intelligence - 9th International Conference, 2017

2016
Improving Performance of the Differential Evolution Algorithm Using Cyclic Decloning and Changeable Population Size.
J. UCS, 2016

PLA Based Strategy for Solving RCPSP by a Team of Agents.
J. UCS, 2016

Distance-based online classifiers.
Expert Syst. Appl., 2016

Agent-Based RBF Network Classifier with Feature Selection in a Kernel Space.
Cybernetics and Systems, 2016

An approach to machine classification based on stacked generalization and instance selection.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Dynamic Cooperative Interaction Strategy for Solving RCPSP by a Team of Agents.
Proceedings of the Computational Collective Intelligence - 8th International Conference, 2016

Bi-criteria Data Reduction for Instance-Based Classification.
Proceedings of the Computational Collective Intelligence - 8th International Conference, 2016

2015
Ensemble Online Classifier Based on the One-Class Base Classifiers for Mining Data Streams.
Cybernetics and Systems, 2015

A Hybrid Distance-Based and Naive Bayes Online Classifier.
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

Cluster-Dependent Feature Selection for the RBF Networks.
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

Preface.
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

Cluster-dependent rotation-based feature selection for the RBF networks initialization.
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

2014
Designing RBF Networks Using the Agent-Based Population Learning Algorithm.
New Generation Comput., 2014

Reinforcement Learning strategies for A-Team solving the Resource-Constrained Project Scheduling Problem.
Neurocomputing, 2014

Island-based Differential Evolution Algorithm for the Discrete-continuous Scheduling with Continuous Resource Discretisation.
Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014

Ensemble Classifier for Mining Data Streams.
Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014

An Approach to RBF Initialization with Feature Selection.
Proceedings of the Intelligent Systems'2014, 2014

Reinforcement Learning Strategy for Solving the Resource-Constrained Project Scheduling Problem by a Team of A-Teams.
Proceedings of the Intelligent Information and Database Systems - 6th Asian Conference, 2014

A Family of the Online Distance-Based Classifiers.
Proceedings of the Intelligent Information and Database Systems - 6th Asian Conference, 2014

Online Learning Based on Prototypes.
Proceedings of the Intelligent Information and Database Systems - 6th Asian Conference, 2014

2013
Structure vs. Efficiency of the Cross-Entropy Based Population Learning Algorithm for Discrete-Continuous Scheduling with Continuous Resource Discretisation.
Proceedings of the Agent-Based Optimization, 2013

Triple-Action Agents Solving the MRCPSP/Max Problem.
Proceedings of the Agent-Based Optimization, 2013

Machine Learning and Multiagent Systems as Interrelated Technologies.
Proceedings of the Agent-Based Optimization, 2013

Team of A-Teams - A Study of the Cooperation between Program Agents Solving Difficult Optimization Problems.
Proceedings of the Agent-Based Optimization, 2013

Agent-Based Approach to the Design of RBF Networks.
Cybernetics and Systems, 2013

Reinforcement Learning Strategy for A-Team Solving the Resource-Constrained Project Scheduling Problem.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2013

Online Classifiers Based on Fuzzy C-means Clustering.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2013

Agent-Based Data Reduction Using Ensemble Technique.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2013

Agent-Based Population Learning Algorithm for RBF Network Tuning.
Proceedings of the Artificial Intelligence and Soft Computing, 2013

Population learning with differential evolution for the discrete-continuous scheduling with continuous resource discretisation.
Proceedings of the 2013 IEEE International Conference on Cybernetics, 2013

Combining expression trees.
Proceedings of the 2013 IEEE International Conference on Cybernetics, 2013

Consensus-based cluster merging for the prototype selection.
Proceedings of the 2013 IEEE International Conference on Cybernetics, 2013

2012
Special issue on intelligent and autonomous systems.
Neurocomputing, 2012

Selecting a Representative Data Set of the Required Size Using the Agent-Based Population Learning Algorithm.
Cybernetics and Systems, 2012

Impact of Migration Topologies on Performance of Teams of A-Teams.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

Team of A-Teams for Solving the Resource-Constrained Project Scheduling Problem.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

Combined classifier constructed from the reduced dataset obtained using fuzzy C-means and differential evolution algorithms.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

An Approach to Cluster Initialization for RBF Networks.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

Study of the Migration Scheme Influence on Performance of A-Teams Solving the Job Shop Scheduling Problem.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012

A-Team for Solving the Resource Availability Cost Problem.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012

Agent-Based Approach to RBF Network Training with Floating Centroids.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012

2011
Constructing Ensemble Classifiers from GEP-Induced Expression Trees.
Proceedings of the Next Generation Data Technologies for Collective Computational Intelligence, 2011

Cellular Gene Expression Programming Classifier Learning.
Trans. Computational Collective Intelligence, 2011

Experimental evaluation of two new GEP-based ensemble classifiers.
Expert Syst. Appl., 2011

An agent-based framework for distributed learning.
Eng. Appl. Artif. Intell., 2011

Guest Editorial: Knowledge Processing Methodologies in Intelligent Autonomous Systems.
Cybernetics and Systems, 2011

Population-Based Multi-Agent Approach to Solving Machine Learning Problems.
Cybernetics and Systems, 2011

Application of agent-based simulated annealing and tabu search procedures to solving the data reduction problem.
Applied Mathematics and Computer Science, 2011

A consensus-based approach to the distributed learning.
Proceedings of the IEEE International Conference on Systems, 2011

Parallel Cooperating A-Teams Solving Instances of the Euclidean Planar Travelling Salesman Problem.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2011

A-Team for Solving MRCPSP/max Problem.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2011

Rotation Forest with GEP-Induced Expression Trees.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2011

Machine Learning and Agents.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2011

A New Cluster-based Instance Selection Algorithm.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2011

Double-Action Agents Solving the MRCPSP/Max Problem.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011

Experimental Evaluation of the Agent-Based Population Learning Algorithm for the Cluster-Based Instance Selection.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011

Parallel Cooperating A-Teams.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011

2010
Influence of the Working Strategy on A-Team Performance.
Proceedings of the Smart Information and Knowledge Management: Advances, 2010

JABAT Middleware as a Tool for Solving Optimization Problems.
Trans. Computational Collective Intelligence, 2010

An Approach to Data Reduction and Integrated Machine Classification.
New Generation Comput., 2010

Implementation and performance evaluation of the agent-based algorithm for ANN training.
KES Journal, 2010

A cross-entropy-based population-learning algorithm for discrete-continuous scheduling with continuous resource discretisation.
Neurocomputing, 2010

An A-Team approach to learning classifiers from distributed data sources.
IJIIDS, 2010

Experimental Investigation of the Synergetic Effect Produced by Agents Solving Together Instances of the Euclidean Planar Travelling Salesman Problem.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2010

Two Ensemble Classifiers Constructed from GEP-Induced Expression Trees.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2010

An Agent-Based Simulated Annealing Algorithm for Data Reduction.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2010

A Cross-Entropy Based Population Learning Algorithm for Multi-mode Resource-Constrained Project Scheduling Problem with Minimum and Maximum Time Lags.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2010

Evaluation of Agents Performance within the A-Team Solving RCPSP/Max Problem.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2010

Cellular GEP-Induced Classifiers.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2010

Cluster Integration for the Cluster-Based Instance Selection.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2010

Constructing Ensemble Classifiers from Expression Trees.
Proceedings of the 3PGCIC 2010, 2010

2009
e-JABAT - An Implementation of the Web-Based A-Team.
Proceedings of the Intelligent Agents in the Evolution of Web and Applications, 2009

Agent-Based Approach to the Dynamic Vehicle Routing Problem.
Proceedings of the 7th International Conference on Practical Applications of Agents and Multi-Agent Systems, 2009

Agent-Based Non-distributed and Distributed Clustering.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009

Solving the RCPSP/max Problem by the Team of Agents.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2009

A-Team Middleware on a Cluster.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2009

A Family of GEP-Induced Ensemble Classifiers.
Proceedings of the Computational Collective Intelligence. Semantic Web, 2009

A-Teams and Their Applications.
Proceedings of the Computational Collective Intelligence. Semantic Web, 2009

Agent-Based Gene Expression Programming for Solving the RCPSP/max Problem.
Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009

A Comparison Study of Strategies for Combining Classifiers from Distributed Data Sources.
Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009

Distributed Learning Algorithm based on Data Reduction.
Proceedings of the ICAART 2009 - Proceedings of the International Conference on Agents and Artificial Intelligence, Porto, Portugal, January 19, 2009

2008
Multi-agent platform for solving the dynamic vehicle routing problem.
Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, 2008

GEP-Induced Expression Trees as Weak Classifiers.
Proceedings of the Advances in Data Mining. Medical Applications, 2008

Data Reduction Algorithm for Machine Learning and Data Mining.
Proceedings of the New Frontiers in Applied Artificial Intelligence, 2008

Web Accessible A-Team Middleware.
Proceedings of the Computational Science, 2008

A Framework for Adaptive and Integrated Classification.
Proceedings of the Artificial Intelligence and Soft Computing, 2008

2007
Scheduling Multiple-version Programs on Multiple Processors.
Proceedings of the Computational Intelligence in Reliability Engineering: Evolutionary Techniques in Reliability Analysis and Optimization, 2007

An Agent-Based Algorithm for Data Reduction.
Proceedings of the Research and Development in Intelligent Systems XXIV, 2007

An Agent-Based Approach to the Multiple-Objective Selection of Reference Vectors.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

An Investigation of Agent-Based Hybrid Approach to Solve Flowshop and Job-Shop Scheduling Problems.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Agent-Based Approach to Solving the Resource Constrained Project Scheduling Problem.
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

2006
Instance reduction approach to machine learning and multi-database mining.
Annales UMCS, Informatica, 2006

An agent-based approach to ANN training.
Knowl. Based Syst., 2006

An Agent-Based Approach to Non-Distributed and Distributed Clustering.
Proceedings of the Research and Development in Intelligent Systems XXIII, 2006

A Population Learning Algorithm for Discrete-Continuous Scheduling with Continuous Resource Discretisation.
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006

JADE-Based A-Team as a Tool for Implementing Population-Based Algorithms.
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006

Agent-Based Approach to Solving Difficult Scheduling Problems.
Proceedings of the Advances in Applied Artificial Intelligence, 2006

JADE-Based A-Team Environment.
Proceedings of the Computational Science, 2006

2005
Population Learning Algorithm and Its Applications.
Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005

An Island-Based Evolution Algorithm for Discrete-Continuous Scheduling with Continuous Resource Discretisation.
JACIII, 2005

A Neural Network Based Morphological Analyser of the Natural Language.
Proceedings of the Intelligent Information Processing and Web Mining, 2005

Family of Instance Reduction Algorithms Versus Other Approaches.
Proceedings of the Intelligent Information Processing and Web Mining, 2005

New Upper Bounds for the Permutation Flowshop Scheduling Problem.
Proceedings of the Innovations in Applied Artificial Intelligence, 2005

An Agent-Based PLA for the Cascade Correlation Learning Architecture.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

2004
Probability Distribution of Solution Time in ANN Training Using Population Learning Algorithm.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

2003
An Approach to Instance Reduction in Supervised Learning.
Proceedings of the Research and Development in Intelligent Systems XX, 2003

Population-Based Approach to Multiprocessor Task Scheduling in Multistage Hybrid Flowshops.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

An Instance Reduction Algorithm for Supervised Learning.
Proceedings of the Intelligent Information Processing and Web Mining, 2003

Population Learning Algorithm for Resource-Constrained Project Scheduling.
Proceedings of the Artificial Neural Nets and Genetic Algorithms, 2003

2002
Experimental Evaluation of the PLA-Based Permutation-Scheduling.
Proceedings of the Soft Computing Systems - Design, Management and Applications, 2002

2001
Evolution-based scheduling of multiple variant and multiple processor programs.
Future Gener. Comput. Syst., 2001

Population Learning Algorithm Versus Evolutionary Computation.
Proceedings of the 15th International Parallel & Distributed Processing Symposium (IPDPS-01), 2001

2000
Scheduling multiple variant programs under hard real-time constraints.
Eur. J. Oper. Res., 2000

Artifical Neural Network for Multiprocessor Tasks Scheduling.
Proceedings of the Intelligent Information Systems, 2000

1999
Scheduling Fault-Tolerant Programs on Multiple Processors to Maximize Schedule Reliability.
Proceedings of the Computer Safety, 1999

Online Scheduling of the Multiple Variant Programs - Competitiveness Analysis.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 1999

Evolution-Based Scheduling of Fault-Tolerant Programs on Multiple Processors.
Proceedings of the Parallel and Distributed Processing, 1999

1993
Testing and reliability of logic programs.
Proceedings of the Fourth International Symposium on Software Reliability Engineering, 1993

1991
An Approach to the Reliability Optimization of Software with Redundancy.
IEEE Trans. Software Eng., 1991

Comparative analysis of concurrent fault tolerance techniques for real-time applications.
Proceedings of the Second International Symposium on Software Reliability Engineering, 1991

1989
Some aspects on the development and validation of FIREX: a knowledge-based system for the transport of dangerous goods and fire department consulting.
Proceedings of the Second International Conference on Industrial & Engineering Applications of Artificial Intelligence & Expert Systems, IEA/AIE 1989, June 6-9, 1989, Tullahoma, TN, USA, 1989

1988
Fault-Tolerant Programs.
Angewandte Informatik, 1988

Towards Reliability Optimization of Fault-tolerant Software.
Elektronische Informationsverarbeitung und Kybernetik, 1988

FEUEX - Ein Expertensystem zur Beratung über Gefahrguttransport und für den Feuerwehreinsatz.
Proceedings of the GI, 1988

1987
Ein Ansatz zur Zuverlässigkeits-Optimierung fehlertoleranter Software / Towards reliability optimization of fault-tolerant software.
it - Informationstechnik, 1987


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