Robert Nowicki

According to our database, Robert Nowicki authored at least 67 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Customer Churn Prediction by Rough Neuro-Fuzzy Classifier with CA Defuzzification.

Magdalena Scherer, Robert Nowicki

Proceedings of the Harnessing Opportunities: Reshaping ISD in the post-COVID-19 and Generative AI Era (ISD2024 Proceedings), 2024

2021

Performance Analysis of Rough Set-Based Hybrid Classification Systems in the Case of Missing Values.

Robert K. Nowicki, Robert Seliga, Dariusz Zelasko, Yoichi Hayashi

J. Artif. Intell. Soft Comput. Res., 2021

2020

Rough Support Vector Machine for Classification with Interval and Incomplete Data.

Robert K. Nowicki, Konrad Grzanek, Yoichi Hayashi

J. Artif. Intell. Soft Comput. Res., 2020

2019

Rough Set-Based Classification Systems

Robert K. Nowicki

Studies in Computational Intelligence 802, Springer, ISBN: 978-3-030-03894-6, 2019

Multilayer Architecture for Content-Based Image Retrieval Systems.

Rafal Grycuk, Patryk Najgebauer, Robert Nowicki, Rafal Scherer

Proceedings of the 12th IEEE Conference on Service-Oriented Computing and Applications, 2019

Fuzzy-rough Fuzzification in General FL Classifiers.

Janusz T. Starczewski, Robert K. Nowicki, Katarzyna Nieszporek

Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019

Extended Possibilistic Fuzzification for Classification.

Robert K. Nowicki, Janusz T. Starczewski, Rafal Grycuk

Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019

On Explainable Recommender Systems Based on Fuzzy Rule Generation Techniques.

Tomasz Rutkowski, Krystian Lapa, Robert Nowicki, Radoslaw Nielek, Konrad Grzanek

Proceedings of the Artificial Intelligence and Soft Computing, 2019

Sequential Data Mining of Network Traffic in URL Logs.

Marcin Korytkowski, Jakub Nowak, Robert Nowicki, Kamila Milkowska, Magdalena Scherer, Piotr Goetzen

Proceedings of the Artificial Intelligence and Soft Computing, 2019

2018

Random Forests for Profiling Computer Network Users.

Jakub Nowak, Marcin Korytkowski, Robert Nowicki, Rafal Scherer, Agnieszka Siwocha

Proceedings of the Artificial Intelligence and Soft Computing, 2018

2017

A new method for classification of imprecise data using fuzzy rough fuzzification.

Robert K. Nowicki, Janusz T. Starczewski

Inf. Sci., 2017

Performance Evaluation of DBN Learning on Intel Multi- and Manycore Architectures.

Tomasz Olas, Wojciech K. Mleczko, Marcin Wozniak, Robert K. Nowicki, Pawel Gepner

Proceedings of the Parallel Processing and Applied Mathematics, 2017

Comparison of Effectiveness of Multi-objective Genetic Algorithms in Optimization of Invertible S-Boxes.

Tomasz Kapuscinski, Robert K. Nowicki, Christian Napoli

Proceedings of the Artificial Intelligence and Soft Computing, 2017

2016

Novel rough neural network for classification with missing data.

Robert K. Nowicki, Rafal Scherer, Leszek Rutkowski

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.

Wojciech K. Mleczko, Robert K. Nowicki, Rafal A. Angryk

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.

Wojciech M. Kempa, Marcin Wozniak, Robert K. Nowicki, Marcin Gabryel, Robertas Damasevicius

Proceedings of the Artificial Intelligence and Soft Computing, 2016

Application of Genetic Algorithms in the Construction of Invertible Substitution Boxes.

Tomasz Kapuscinski, Robert K. Nowicki, Christian Napoli

Proceedings of the Artificial Intelligence and Soft Computing, 2016

Content-based image retrieval optimization by differential evolution.

Rafal Grycuk, Marcin Gabryel, Robert Nowicki, Rafal Scherer

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

Design Methodology for Rough Neuro-Fuzzy Classification with Missing Data.

Robert K. Nowicki, Marcin Korytkowski, Bartosz A. Nowak, Rafal Scherer

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Adaptation of Deep Belief Networks to Modern Multicore Architectures.

Tomasz Olas, Wojciech K. Mleczko, Robert K. Nowicki, Roman Wyrzykowski

Proceedings of the Parallel Processing and Applied Mathematics, 2015

Novel approach toward medical signals classifier.

Marcin Wozniak, Dawid Polap, Robert K. Nowicki, Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Rough Deep Belief Network - Application to Incomplete Handwritten Digits Pattern Classification.

Wojciech K. Mleczko, Tomasz Kapuscinski, Robert K. Nowicki

Proceedings of the Information and Software Technologies - 21st International Conference, 2015

Can We Process 2D Images Using Artificial Bee Colony?

Marcin Wozniak, Dawid Polap, Marcin Gabryel, Robert K. Nowicki, Christian Napoli, Emiliano Tramontana

Proceedings of the Artificial Intelligence and Soft Computing, 2015

Adaptation of RBM Learning for Intel MIC Architecture.

Tomasz Olas, Wojciech K. Mleczko, Robert K. Nowicki, Roman Wyrzykowski, Adam Krzyzak

Proceedings of the Artificial Intelligence and Soft Computing, 2015

Multi-class Nearest Neighbour Classifier for Incomplete Data Handling.

Bartosz A. Nowak, Robert K. Nowicki, Marcin Wozniak, Christian Napoli

Proceedings of the Artificial Intelligence and Soft Computing, 2015

Toward Work Groups Classification Based on Probabilistic Neural Network Approach.

Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana, Robert K. Nowicki, Janusz T. Starczewski, Marcin Wozniak

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.

Marcin Wozniak, Wojciech M. Kempa, Marcin Gabryel, Robert K. Nowicki

Int. J. Appl. Math. Comput. Sci., 2014

An Application of Firefly Algorithm to Position Traffic in NoSQL Database Systems.

Marcin Wozniak, Marcin Gabryel, Robert K. Nowicki, Bartosz A. Nowak

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.

Robert K. Nowicki, Bartosz A. Nowak, Marcin Wozniak

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.

Robert K. Nowicki, Bartosz A. Nowak, Janusz T. Starczewski, Krzysztof Cpalka

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.

Marcin Wozniak, Wojciech M. Kempa, Marcin Gabryel, Robert K. Nowicki, Zhifei Shao

Proceedings of the Artificial Intelligence and Soft Computing, 2014

The Learning of Neuro-Fuzzy Classifier with Fuzzy Rough Sets for Imprecise Datasets.

Bartosz A. Nowak, Robert K. Nowicki, Janusz T. Starczewski, Antonino Marvuglia

Proceedings of the Artificial Intelligence and Soft Computing, 2014

Genetic fuzzy classifier with fuzzy rough sets for imprecise data.

Janusz T. Starczewski, Robert K. Nowicki, Bartosz A. Nowak

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013

On design of flexible neuro-fuzzy systems for nonlinear modelling.

Krzysztof Cpalka, Olga Yu. Rebrova, Robert Nowicki, Leszek Rutkowski

Int. J. Gen. Syst., 2013

Preprocessing Large Data Sets by the Use of Quick Sort Algorithm.

Marcin Wozniak, Zbigniew Marszalek, Marcin Gabryel, Robert K. Nowicki

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.

Marcin Wozniak, Zbigniew Marszalek, Marcin Gabryel, Robert K. Nowicki

Proceedings of the Artificial Intelligence and Soft Computing, 2013

A New Method of Improving Classification Accuracy of Decision Tree in Case of Incomplete Samples.

Bartosz A. Nowak, Robert K. Nowicki, Wojciech K. Mleczko

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.

Marcin Gabryel, Robert K. Nowicki, Marcin Wozniak, Wojciech M. Kempa

Proceedings of the Artificial Intelligence and Soft Computing, 2013

2012

Creating Learning Sets for Control Systems Using an Evolutionary Method.

Marcin Gabryel, Marcin Wozniak, Robert Nowicki

Proceedings of the Swarm and Evolutionary Computation, 2012

2011

On Designing of Flexible Neuro-Fuzzy Systems for Nonlinear Modelling.

Krzysztof Cpalka, Olga Yu. Rebrova, Robert Nowicki, Leszek Rutkowski

Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011

Learning in Rough-Neuro-Fuzzy System for Data with Missing Values.

Bartosz A. Nowak, Robert K. Nowicki

Proceedings of the Parallel Processing and Applied Mathematics, 2011

AdaBoost Ensemble of DCOG Rough-Neuro-Fuzzy Systems.

Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski, Rafal Scherer

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011

2010

On classification with missing data using rough-neuro-fuzzy systems.

Robert Nowicki

Int. J. Appl. Math. Comput. Sci., 2010

On Non-singleton Fuzzification with DCOG Defuzzification.

Robert Nowicki, Janusz T. Starczewski

Proceedings of the Artificial Intelligence and Soft Computing, 2010

MICOG defuzzification rough-neuro-fuzzy system ensemble.

Marcin Korytkowski, Robert Nowicki, Rafal Scherer, Leszek Rutkowski

Proceedings of the FUZZ-IEEE 2010, 2010

2009

Neuro-fuzzy Systems.

Leszek Rutkowski, Krzysztof Cpalka, Robert Nowicki, Agata Pokropinska, Rafal Scherer

Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Rough Neuro-Fuzzy Structures for Classification With Missing Data.

Robert Nowicki

IEEE Trans. Syst. Man Cybern. Part B, 2009

Neuro-fuzzy Rough Classifier Ensemble.

Marcin Korytkowski, Robert Nowicki, Rafal Scherer

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.

Robert Nowicki

IEEE Trans. Knowl. Data Eng., 2008

Information Theory Inspired Weighted Immune Classification Algorithm.

Maciej Morkowski, Robert Nowicki

Proceedings of the Artificial Intelligence and Soft Computing, 2008

Ensemble of rough-neuro-fuzzy systems for classification with missing features.

Marcin Korytkowski, Robert Nowicki, Rafal Scherer, Leszek Rutkowski

Proceedings of the FUZZ-IEEE 2008, 2008

2007

Modular Type-2 Neuro-fuzzy Systems.

Janusz T. Starczewski, Rafal Scherer, Marcin Korytkowski, Robert Nowicki

Proceedings of the Parallel Processing and Applied Mathematics, 2007

Modular Rough Neuro-fuzzy Systems for Classification.

Rafal Scherer, Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski

Proceedings of the Parallel Processing and Applied Mathematics, 2007

Rough-Neuro-Fuzzy Systems for Classification.

Krzysztof Cpalka, Robert Nowicki, Leszek Rutkowski

Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007

2006

Isolines of Statistical Information Criteria for Relational Neuro-fuzzy System Design.

Agata Pokropinska, Robert Nowicki, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2006

Combining Logical-Type Neuro-fuzzy Systems.

Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2006

Rough-Neuro-Fuzzy System with MICOG Defuzzification.

Robert Nowicki

Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Merging Ensemble of Neuro-Fuzzy Systems.

Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski, Rafal Scherer

Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2004

Information Criterions Applied to Neuro-Fuzzy Architectures Design.

Robert Nowicki, Agata Pokropinska

Proceedings of the Artificial Intelligence and Soft Computing, 2004

Rough Sets in the Neuro-Fuzzy Architectures Based on Non-monotonic Fuzzy Implications.

Robert Nowicki

Proceedings of the Artificial Intelligence and Soft Computing, 2004

Rough Sets in the Neuro-Fuzzy Architectures Based on Monotonic Fuzzy Implications.

Robert Nowicki

Proceedings of the Artificial Intelligence and Soft Computing, 2004

Genetic Algorithm for Database Indexing.

Marcin Korytkowski, Marcin Gabryel, Robert Nowicki, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2004

2003

On Designing of Neuro-Fuzzy Systems.

Robert Nowicki, Agata Pokropinska, Yoichi Hayashi

Proceedings of the Parallel Processing and Applied Mathematics, 2003

Neuro-Fuzzy versus Non-parametric Approach to System Modeling and Classification.

Robert Nowicki

Proceedings of the Parallel Processing and Applied Mathematics, 2003

2002

Rough-Neuro-Fuzzy System for Classification.

Robert Nowicki, Leszek Rutkowski

Proceedings of the FSDK'02, 2002

2001

Parallel Processing by Implication-Based Neuro-Fuzzy Systems.

Danuta Rutkowska, Robert Nowicki, Yoichi Hayashi

Proceedings of the Parallel Processing and Applied Mathematics, 2001

1999

On Processing of Noisy Data by Fuzzy Inference Neural Networks.

Danuta Rutkowska, Leszek Rutkowski, Robert Nowicki

Proceedings of the Signal and Image Processing (SIP), 1999