Robert Nowicki

According to our database1, Robert Nowicki authored at least 64 papers between 1999 and 2019.

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

Timeline

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Bibliography

2019
Rough Set-Based Classification Systems
Studies in Computational Intelligence 802, Springer, ISBN: 978-3-030-03894-6, 2019

Multilayer Architecture for Content-Based Image Retrieval Systems.
Proceedings of the 12th IEEE Conference on Service-Oriented Computing and Applications, 2019

Fuzzy-rough Fuzzification in General FL Classifiers.
Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019

Extended Possibilistic Fuzzification for Classification.
Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019

On Explainable Recommender Systems Based on Fuzzy Rule Generation Techniques.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

Sequential Data Mining of Network Traffic in URL Logs.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

2018
Random Forests for Profiling Computer Network Users.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

2017
A new method for classification of imprecise data using fuzzy rough fuzzification.
Inf. Sci., 2017

Performance Evaluation of DBN Learning on Intel Multi- and Manycore Architectures.
Proceedings of the Parallel Processing and Applied Mathematics, 2017

Comparison of Effectiveness of Multi-objective Genetic Algorithms in Optimization of Invertible S-Boxes.
Proceedings of the Artificial Intelligence and Soft Computing, 2017

2016
Novel rough neural network for classification with missing data.
Proceedings of the 21st International Conference on Methods and Models in Automation and Robotics, 2016

Rough Restricted Boltzmann Machine - New Architecture for Incomplete Input Data.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

Transient Solution for Queueing Delay Distribution in the GI/M/1/K-type Mode with "Queued" Waking up and Balking.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

Application of Genetic Algorithms in the Construction of Invertible Substitution Boxes.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

Content-based image retrieval optimization by differential evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Design Methodology for Rough Neuro-Fuzzy Classification with Missing Data.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Adaptation of Deep Belief Networks to Modern Multicore Architectures.
Proceedings of the Parallel Processing and Applied Mathematics, 2015

Novel approach toward medical signals classifier.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Rough Deep Belief Network - Application to Incomplete Handwritten Digits Pattern Classification.
Proceedings of the Information and Software Technologies - 21st International Conference, 2015

Can We Process 2D Images Using Artificial Bee Colony?
Proceedings of the Artificial Intelligence and Soft Computing, 2015

Adaptation of RBM Learning for Intel MIC Architecture.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

Multi-class Nearest Neighbour Classifier for Incomplete Data Handling.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

Toward Work Groups Classification Based on Probabilistic Neural Network Approach.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

2014
A finite-buffer queue with a single vacation policy: An analytical study with evolutionary positioning.
Applied Mathematics and Computer Science, 2014

An Application of Firefly Algorithm to Position Traffic in NoSQL Database Systems.
Proceedings of the Knowledge, Information and Creativity Support Systems - Selected Papers from KICSS'2014, 2014

Application of Rough Sets in k Nearest Neighbours Algorithm for Classification of Incomplete Samples.
Proceedings of the Knowledge, Information and Creativity Support Systems - Selected Papers from KICSS'2014, 2014

The learning of neuro-fuzzy approximator with fuzzy rough sets in case of missing features.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

On Applying Evolutionary Computation Methods to Optimization of Vacation Cycle Costs in Finite-Buffer Queue.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

The Learning of Neuro-Fuzzy Classifier with Fuzzy Rough Sets for Imprecise Datasets.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

Genetic fuzzy classifier with fuzzy rough sets for imprecise data.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013
On design of flexible neuro-fuzzy systems for nonlinear modelling.
Int. J. General Systems, 2013

Preprocessing Large Data Sets by the Use of Quick Sort Algorithm.
Proceedings of the Knowledge, Information and Creativity Support Systems: Recent Trends, Advances and Solutions - Selected Papers from KICSS'2013, 2013

Modified Merge Sort Algorithm for Large Scale Data Sets.
Proceedings of the Artificial Intelligence and Soft Computing, 2013

A New Method of Improving Classification Accuracy of Decision Tree in Case of Incomplete Samples.
Proceedings of the Artificial Intelligence and Soft Computing, 2013

Genetic Cost Optimization of the GI/M/1/N Finite-Buffer Queue with a Single Vacation Policy.
Proceedings of the Artificial Intelligence and Soft Computing, 2013

2012
Creating Learning Sets for Control Systems Using an Evolutionary Method.
Proceedings of the Swarm and Evolutionary Computation, 2012

2011
On Designing of Flexible Neuro-Fuzzy Systems for Nonlinear Modelling.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011

Learning in Rough-Neuro-Fuzzy System for Data with Missing Values.
Proceedings of the Parallel Processing and Applied Mathematics, 2011

AdaBoost Ensemble of DCOG Rough-Neuro-Fuzzy Systems.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011

2010
On classification with missing data using rough-neuro-fuzzy systems.
Applied Mathematics and Computer Science, 2010

On Non-singleton Fuzzification with DCOG Defuzzification.
Proceedings of the Artificial Intelligence and Soft Computing, 2010

MICOG defuzzification rough-neuro-fuzzy system ensemble.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
Neuro-fuzzy Systems.
Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Rough Neuro-Fuzzy Structures for Classification With Missing Data.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2009

Neuro-fuzzy Rough Classifier Ensemble.
Proceedings of the Artificial Neural Networks, 2009

2008
On Combining Neuro-Fuzzy Architectures with the Rough Set Theory to Solve Classification Problems with Incomplete Data.
IEEE Trans. Knowl. Data Eng., 2008

Information Theory Inspired Weighted Immune Classification Algorithm.
Proceedings of the Artificial Intelligence and Soft Computing, 2008

Ensemble of rough-neuro-fuzzy systems for classification with missing features.
Proceedings of the FUZZ-IEEE 2008, 2008

2007
Modular Type-2 Neuro-fuzzy Systems.
Proceedings of the Parallel Processing and Applied Mathematics, 2007

Modular Rough Neuro-fuzzy Systems for Classification.
Proceedings of the Parallel Processing and Applied Mathematics, 2007

Rough-Neuro-Fuzzy Systems for Classification.
Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007

2006
Isolines of Statistical Information Criteria for Relational Neuro-fuzzy System Design.
Proceedings of the Artificial Intelligence and Soft Computing, 2006

Combining Logical-Type Neuro-fuzzy Systems.
Proceedings of the Artificial Intelligence and Soft Computing, 2006

Rough-Neuro-Fuzzy System with MICOG Defuzzification.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Merging Ensemble of Neuro-Fuzzy Systems.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2004
Information Criterions Applied to Neuro-Fuzzy Architectures Design.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

Rough Sets in the Neuro-Fuzzy Architectures Based on Non-monotonic Fuzzy Implications.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

Rough Sets in the Neuro-Fuzzy Architectures Based on Monotonic Fuzzy Implications.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

Genetic Algorithm for Database Indexing.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

2003
On Designing of Neuro-Fuzzy Systems.
Proceedings of the Parallel Processing and Applied Mathematics, 2003

Neuro-Fuzzy versus Non-parametric Approach to System Modeling and Classification.
Proceedings of the Parallel Processing and Applied Mathematics, 2003

2002
Rough-Neuro-Fuzzy System for Classification.
Proceedings of the FSDK'02, 2002

2001
Parallel Processing by Implication-Based Neuro-Fuzzy Systems.
Proceedings of the Parallel Processing and Applied Mathematics, 2001

1999
On Processing of Noisy Data by Fuzzy Inference Neural Networks.
Proceedings of the Signal and Image Processing (SIP), 1999


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