On Processing of Noisy Data by Fuzzy Inference Neural Networks. - Danuta Rutkowska; Leszek Rutkowski; Robert Nowicki (SIP, 1999)

Parallel Processing by Implication-Based Neuro-Fuzzy Systems. - Danuta Rutkowska; Robert Nowicki; Yoichi Hayashi (PPAM, 2001)

Rough-Neuro-Fuzzy System for Classification. - Robert Nowicki; Leszek Rutkowski (FSKD, 2002)

A hierarchical neuro-fuzzy system based on S-implications. - Robert Nowicki; Rafal Scherer; Leszek Rutkowski (IJCNN, 2003)

Neuro-Fuzzy versus Non-parametric Approach to System Modeling and Classification. - Robert Nowicki (PPAM, 2003)

On Designing of Neuro-Fuzzy Systems. - Robert Nowicki; Agata Pokropinska; Yoichi Hayashi (PPAM, 2003)

Genetic Algorithm for Database Indexing. - Marcin Korytkowski; Marcin Gabryel; Robert Nowicki; Rafal Scherer (ICAISC, 2004)

Rough Sets in the Neuro-Fuzzy Architectures Based on Monotonic Fuzzy Implications. - Robert Nowicki (ICAISC, 2004)

Rough Sets in the Neuro-Fuzzy Architectures Based on Non-monotonic Fuzzy Implications. - Robert Nowicki (ICAISC, 2004)

Information Criterions Applied to Neuro-Fuzzy Architectures Design. - Robert Nowicki; Agata Pokropinska (ICAISC, 2004)

Merging Ensemble of Neuro-Fuzzy Systems. - Marcin Korytkowski; Robert Nowicki; Leszek Rutkowski; Rafal Scherer (FUZZ-IEEE, 2006)

Rough-Neuro-Fuzzy System with MICOG Defuzzification. - Robert Nowicki (FUZZ-IEEE, 2006)

Combining Logical-Type Neuro-fuzzy Systems. - Marcin Korytkowski; Robert Nowicki; Leszek Rutkowski; Rafal Scherer (ICAISC, 2006)

Isolines of Statistical Information Criteria for Relational Neuro-fuzzy System Design. - Agata Pokropinska; Robert Nowicki; Rafal Scherer (ICAISC, 2006)

Rough-Neuro-Fuzzy Systems for Classification. - Krzysztof Cpalka; Robert Nowicki; Leszek Rutkowski (FOCI, 2007)

Modular Rough Neuro-fuzzy Systems for Classification. - Rafal Scherer; Marcin Korytkowski; Robert Nowicki; Leszek Rutkowski (PPAM, 2007)

Modular Type-2 Neuro-fuzzy Systems. - Janusz T. Starczewski; Rafal Scherer; Marcin Korytkowski; Robert Nowicki (PPAM, 2007)

Ensemble of rough-neuro-fuzzy systems for classification with missing features. - Marcin Korytkowski; Robert Nowicki; Rafal Scherer; Leszek Rutkowski (FUZZ-IEEE, 2008)

Information Theory Inspired Weighted Immune Classification Algorithm. - Maciej Morkowski; Robert Nowicki (ICAISC, 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)

Neuro-fuzzy Rough Classifier Ensemble. - Marcin Korytkowski; Robert Nowicki; Rafal Scherer (ICANN (1), 2009)

Rough Neuro-Fuzzy Structures for Classification With Missing Data. - Robert Nowicki (IEEE Trans. Syst. Man Cybern. Part B, 2009)

Neuro-fuzzy Systems. - Leszek Rutkowski; Krzysztof Cpalka; Robert Nowicki; Agata Pokropinska; Rafal Scherer (Encyclopedia of Complexity and Systems Science, 2009)

MICOG defuzzification rough-neuro-fuzzy system ensemble. - Marcin Korytkowski; Robert Nowicki; Rafal Scherer; Leszek Rutkowski (FUZZ-IEEE, 2010)

On Non-singleton Fuzzification with DCOG Defuzzification. - Robert Nowicki; Janusz T. Starczewski (ICAISC (1), 2010)

On classification with missing data using rough-neuro-fuzzy systems. - Robert Nowicki (Int. J. Appl. Math. Comput. Sci., 2010)

AdaBoost Ensemble of DCOG Rough-Neuro-Fuzzy Systems. - Marcin Korytkowski; Robert Nowicki; Leszek Rutkowski; Rafal Scherer (ICCCI (1), 2011)

Learning in Rough-Neuro-Fuzzy System for Data with Missing Values. - Bartosz A. Nowak; Robert K. Nowicki (PPAM (1), 2011)

On Designing of Flexible Neuro-Fuzzy Systems for Nonlinear Modelling. - Krzysztof Cpalka; Olga Yu. Rebrova; Robert Nowicki; Leszek Rutkowski (RSFDGrC, 2011)

Creating Learning Sets for Control Systems Using an Evolutionary Method. - Marcin Gabryel; Marcin Wozniak; Robert Nowicki (ICAISC (SIDE-EC), 2012)

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 (ICAISC (2), 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 (ICAISC (1), 2013)

Modified Merge Sort Algorithm for Large Scale Data Sets. - Marcin Wozniak; Zbigniew Marszalek; Marcin Gabryel; Robert K. Nowicki (ICAISC (2), 2013)

Preprocessing Large Data Sets by the Use of Quick Sort Algorithm. - Marcin Wozniak; Zbigniew Marszalek; Marcin Gabryel; Robert K. Nowicki (KICSS, 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)

Genetic fuzzy classifier with fuzzy rough sets for imprecise data. - Janusz T. Starczewski; Robert K. Nowicki; Bartosz A. Nowak (FUZZ-IEEE, 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 (ICAISC (1), 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 (ICAISC (1), 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 (IJCNN, 2014)

Application of Rough Sets in k Nearest Neighbours Algorithm for Classification of Incomplete Samples. - Robert K. Nowicki; Bartosz A. Nowak; Marcin Wozniak (KICSS, 2014)

An Application of Firefly Algorithm to Position Traffic in NoSQL Database Systems. - Marcin Wozniak; Marcin Gabryel; Robert K. Nowicki; Bartosz A. Nowak (KICSS, 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)

Toward Work Groups Classification Based on Probabilistic Neural Network Approach. - Christian Napoli 001; Giuseppe Pappalardo; Emiliano Tramontana; Robert K. Nowicki; Janusz T. Starczewski; Marcin Wozniak (ICAISC (1), 2015)

Multi-class Nearest Neighbour Classifier for Incomplete Data Handling. - Bartosz A. Nowak; Robert K. Nowicki; Marcin Wozniak; Christian Napoli 001 (ICAISC (1), 2015)

Adaptation of RBM Learning for Intel MIC Architecture. - Tomasz Olas; Wojciech K. Mleczko; Robert K. Nowicki; Roman Wyrzykowski; Adam Krzyzak (ICAISC (1), 2015)

Can We Process 2D Images Using Artificial Bee Colony? - Marcin Wozniak; Dawid Polap; Marcin Gabryel; Robert K. Nowicki; Christian Napoli 001; Emiliano Tramontana (ICAISC (1), 2015)

Rough Deep Belief Network - Application to Incomplete Handwritten Digits Pattern Classification. - Wojciech K. Mleczko; Tomasz Kapuscinski; Robert K. Nowicki (ICIST, 2015)

Novel approach toward medical signals classifier. - Marcin Wozniak; Dawid Polap; Robert K. Nowicki; Christian Napoli 001; Giuseppe Pappalardo; Emiliano Tramontana (IJCNN, 2015)

Adaptation of Deep Belief Networks to Modern Multicore Architectures. - Tomasz Olas; Wojciech K. Mleczko; Robert K. Nowicki; Roman Wyrzykowski (PPAM (1), 2015)

Design Methodology for Rough Neuro-Fuzzy Classification with Missing Data. - Robert K. Nowicki; Marcin Korytkowski; Bartosz A. Nowak; Rafal Scherer (SSCI, 2015)

Content-based image retrieval optimization by differential evolution. - Rafal Grycuk; Marcin Gabryel; Robert Nowicki; Rafal Scherer (CEC, 2016)

Application of Genetic Algorithms in the Construction of Invertible Substitution Boxes. - Tomasz Kapuscinski; Robert K. Nowicki; Christian Napoli 001 (ICAISC (1), 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 (ICAISC (2), 2016)

Rough Restricted Boltzmann Machine - New Architecture for Incomplete Input Data. - Wojciech K. Mleczko; Robert K. Nowicki; Rafal A. Angryk (ICAISC (1), 2016)

Novel rough neural network for classification with missing data. - Robert K. Nowicki; Rafal Scherer; Leszek Rutkowski (MMAR, 2016)

Comparison of Effectiveness of Multi-objective Genetic Algorithms in Optimization of Invertible S-Boxes. - Tomasz Kapuscinski; Robert K. Nowicki; Christian Napoli 001 (ICAISC (2), 2017)

Performance Evaluation of DBN Learning on Intel Multi- and Manycore Architectures. - Tomasz Olas; Wojciech K. Mleczko; Marcin Wozniak; Robert K. Nowicki; Pawel Gepner (PPAM (1), 2017)

A new method for classification of imprecise data using fuzzy rough fuzzification. - Robert K. Nowicki; Janusz T. Starczewski (Inf. Sci., 2017)

Random Forests for Profiling Computer Network Users. - Jakub Nowak; Marcin Korytkowski; Robert Nowicki; Rafal Scherer; Agnieszka Siwocha (ICAISC (2), 2018)

Sequential Data Mining of Network Traffic in URL Logs. - Marcin Korytkowski; Jakub Nowak; Robert Nowicki; Kamila Milkowska; Magdalena Scherer; Piotr Goetzen (ICAISC (1), 2019)

On Explainable Recommender Systems Based on Fuzzy Rule Generation Techniques. - Tomasz Rutkowski; Krystian Lapa; Robert Nowicki; Radoslaw Nielek; Konrad Grzanek (ICAISC (1), 2019)

Extended Possibilistic Fuzzification for Classification. - Robert K. Nowicki; Janusz T. Starczewski; Rafal Grycuk (IJCCI, 2019)

Fuzzy-rough Fuzzification in General FL Classifiers. - Janusz T. Starczewski; Robert K. Nowicki; Katarzyna Nieszporek (IJCCI, 2019)

Multilayer Architecture for Content-Based Image Retrieval Systems. - Rafal Grycuk; Patryk Najgebauer; Robert Nowicki; Rafal Scherer (SOCA, 2019)

Rough Set-Based Classification Systems - Robert K. Nowicki (Springer, 2019)

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)

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)

Speedup of Training Deep Neural Networks in the Streaming Approach Using Genetic Algorithms with an Application of Drift Detection. - Piotr Duda; Mateusz Wojtulewicz; Robert Nowicki; Leszek Rutkowski (ICAISC (1), 2024)

Customer Churn Prediction by Rough Neuro-Fuzzy Classifier with CA Defuzzification. - Magdalena Scherer; Robert Nowicki (ISD, 2024)

On Speeding Up the Training of Deep Neural Networks Using the Streaming Approach: The Base-Values Mechanism. - Mateusz Wojtulewicz; Piotr Duda; Robert Nowicki; Leszek Rutkowski (CLD2, 2025)

Mittag-Leffler Synchronization of Generalized Fractional-Order Reaction-Diffusion Networks Via Impulsive Control. - Yang Cao 003; S. Dharani; M. Sivakumar; Andrzej Cader; Robert Nowicki (J. Artif. Intell. Soft Comput. Res., 2025)