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ORCIDRobert Nowicki
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2020 – today
- 2021
[j8]Robert K. Nowicki
, Robert Seliga, Dariusz Zelasko, Yoichi Hayashi:
Performance Analysis of Rough Set-Based Hybrid Classification Systems in the Case of Missing Values. J. Artif. Intell. Soft Comput. Res. 11(4): 307-318 (2021)- 2020
- [j7]Robert K. Nowicki, Konrad Grzanek, Yoichi Hayashi:
Rough Support Vector Machine for Classification with Interval and Incomplete Data. J. Artif. Intell. Soft Comput. Res. 10(1): 47-56 (2020)
2010 – 2019
- 2019
- [b1]Robert K. Nowicki:
Rough Set-Based Classification Systems. Studies in Computational Intelligence 802, Springer 2019, ISBN 978-3-030-03894-6, pp. 1-188 - [c56]Marcin Korytkowski, Jakub Nowak, Robert Nowicki, Kamila Milkowska, Magdalena Scherer, Piotr Goetzen:
Sequential Data Mining of Network Traffic in URL Logs. ICAISC (1) 2019: 125-130 - [c55]Tomasz Rutkowski, Krystian Lapa, Robert Nowicki, Radoslaw Nielek, Konrad Grzanek:
On Explainable Recommender Systems Based on Fuzzy Rule Generation Techniques. ICAISC (1) 2019: 358-372 - [c54]Janusz T. Starczewski, Robert K. Nowicki, Katarzyna Nieszporek:
Fuzzy-rough Fuzzification in General FL Classifiers. IJCCI 2019: 335-342 - [c53]Robert K. Nowicki, Janusz T. Starczewski, Rafal Grycuk:
Extended Possibilistic Fuzzification for Classification. IJCCI 2019: 343-350 - [c52]Rafal Grycuk, Patryk Najgebauer, Robert Nowicki, Rafal Scherer:
Multilayer Architecture for Content-Based Image Retrieval Systems. SOCA 2019: 119-126 - 2018
- [c51]Jakub Nowak, Marcin Korytkowski, Robert Nowicki, Rafal Scherer, Agnieszka Siwocha:
Random Forests for Profiling Computer Network Users. ICAISC (2) 2018: 734-739 - 2017
- [j6]Robert K. Nowicki, Janusz T. Starczewski:
A new method for classification of imprecise data using fuzzy rough fuzzification. Inf. Sci. 414: 33-52 (2017) - [c50]Tomasz Kapuscinski, Robert K. Nowicki, Christian Napoli:
Comparison of Effectiveness of Multi-objective Genetic Algorithms in Optimization of Invertible S-Boxes. ICAISC (2) 2017: 466-476 - [c49]Tomasz Olas, Wojciech K. Mleczko, Marcin Wozniak, Robert K. Nowicki, Pawel Gepner:
Performance Evaluation of DBN Learning on Intel Multi- and Manycore Architectures. PPAM (1) 2017: 565-575 - 2016
- [c48]Rafal Grycuk, Marcin Gabryel, Robert Nowicki, Rafal Scherer:
Content-based image retrieval optimization by differential evolution. CEC 2016: 86-93 - [c47]Wojciech K. Mleczko, Robert K. Nowicki, Rafal A. Angryk:
Rough Restricted Boltzmann Machine - New Architecture for Incomplete Input Data. ICAISC (1) 2016: 114-125 - [c46]Wojciech M. Kempa, Marcin Wozniak, Robert K. Nowicki, Marcin Gabryel, Robertas Damasevicius:
Transient Solution for Queueing Delay Distribution in the GI/M/1/K-type Mode with "Queued" Waking up and Balking. ICAISC (2) 2016: 340-351 - [c45]Tomasz Kapuscinski, Robert K. Nowicki, Christian Napoli:
Application of Genetic Algorithms in the Construction of Invertible Substitution Boxes. ICAISC (1) 2016: 380-391 - [c44]Robert K. Nowicki, Rafal Scherer, Leszek Rutkowski:
Novel rough neural network for classification with missing data. MMAR 2016: 820-825 - 2015
- [c43]Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana, Robert K. Nowicki, Janusz T. Starczewski, Marcin Wozniak:
Toward Work Groups Classification Based on Probabilistic Neural Network Approach. ICAISC (1) 2015: 79-89 - [c42]Tomasz Olas, Wojciech K. Mleczko, Robert K. Nowicki, Roman Wyrzykowski, Adam Krzyzak:
Adaptation of RBM Learning for Intel MIC Architecture. ICAISC (1) 2015: 90-101 - [c41]Bartosz A. Nowak, Robert K. Nowicki, Marcin Wozniak, Christian Napoli:
Multi-class Nearest Neighbour Classifier for Incomplete Data Handling. ICAISC (1) 2015: 469-480 - [c40]Marcin Wozniak, Dawid Polap, Marcin Gabryel, Robert K. Nowicki, Christian Napoli, Emiliano Tramontana:
Can We Process 2D Images Using Artificial Bee Colony? ICAISC (1) 2015: 660-671 - [c39]Wojciech K. Mleczko, Tomasz Kapuscinski, Robert K. Nowicki:
Rough Deep Belief Network - Application to Incomplete Handwritten Digits Pattern Classification. ICIST 2015: 400-411 - [c38]Marcin Wozniak, Dawid Polap, Robert K. Nowicki, Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana:
Novel approach toward medical signals classifier. IJCNN 2015: 1-7 - [c37]Tomasz Olas, Wojciech K. Mleczko, Robert K. Nowicki, Roman Wyrzykowski:
Adaptation of Deep Belief Networks to Modern Multicore Architectures. PPAM (1) 2015: 459-472 - [c36]Robert K. Nowicki, Marcin Korytkowski, Bartosz A. Nowak, Rafal Scherer:
Design Methodology for Rough Neuro-Fuzzy Classification with Missing Data. SSCI 2015: 1650-1657 - 2014
- [j5]Marcin Wozniak, Wojciech M. Kempa, Marcin Gabryel, Robert K. Nowicki:
A finite-buffer queue with a single vacation policy: An analytical study with evolutionary positioning. Int. J. Appl. Math. Comput. Sci. 24(4): 887-900 (2014) - [c35]Janusz T. Starczewski, Robert K. Nowicki, Bartosz A. Nowak:
Genetic fuzzy classifier with fuzzy rough sets for imprecise data. FUZZ-IEEE 2014: 1382-1389 - [c34]Bartosz A. Nowak, Robert K. Nowicki, Janusz T. Starczewski, Antonino Marvuglia:
The Learning of Neuro-Fuzzy Classifier with Fuzzy Rough Sets for Imprecise Datasets. ICAISC (1) 2014: 256-266 - [c33]Marcin Wozniak, Wojciech M. Kempa, Marcin Gabryel, Robert K. Nowicki, Zhifei Shao:
On Applying Evolutionary Computation Methods to Optimization of Vacation Cycle Costs in Finite-Buffer Queue. ICAISC (1) 2014: 480-491 - [c32]Robert K. Nowicki, Bartosz A. Nowak, Janusz T. Starczewski, Krzysztof Cpalka:
The learning of neuro-fuzzy approximator with fuzzy rough sets in case of missing features. IJCNN 2014: 3759-3766 - [c31]Robert K. Nowicki, Bartosz A. Nowak, Marcin Wozniak:
Application of Rough Sets in k Nearest Neighbours Algorithm for Classification of Incomplete Samples. KICSS 2014: 243-257 - [c30]Marcin Wozniak, Marcin Gabryel, Robert K. Nowicki, Bartosz A. Nowak:
An Application of Firefly Algorithm to Position Traffic in NoSQL Database Systems. KICSS 2014: 259-272 - 2013
- [j4]Krzysztof Cpalka, Olga Yu. Rebrova, Robert Nowicki, Leszek Rutkowski:
On design of flexible neuro-fuzzy systems for nonlinear modelling. Int. J. Gen. Syst. 42(6): 706-720 (2013) - [c29]Marcin Gabryel, Robert K. Nowicki, Marcin Wozniak, Wojciech M. Kempa:
Genetic Cost Optimization of the GI/M/1/N Finite-Buffer Queue with a Single Vacation Policy. ICAISC (2) 2013: 12-23 - [c28]Bartosz A. Nowak, Robert K. Nowicki, Wojciech K. Mleczko:
A New Method of Improving Classification Accuracy of Decision Tree in Case of Incomplete Samples. ICAISC (1) 2013: 448-458 - [c27]Marcin Wozniak, Zbigniew Marszalek, Marcin Gabryel, Robert K. Nowicki:
Modified Merge Sort Algorithm for Large Scale Data Sets. ICAISC (2) 2013: 612-622 - [c26]Marcin Wozniak, Zbigniew Marszalek, Marcin Gabryel, Robert K. Nowicki:
Preprocessing Large Data Sets by the Use of Quick Sort Algorithm. KICSS 2013: 111-121 - 2012
- [c25]Marcin Gabryel, Marcin Wozniak, Robert Nowicki:
Creating Learning Sets for Control Systems Using an Evolutionary Method. ICAISC (SIDE-EC) 2012: 206-213 - 2011
- [c24]Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski, Rafal Scherer:
AdaBoost Ensemble of DCOG Rough-Neuro-Fuzzy Systems. ICCCI (1) 2011: 62-71 - [c23]Bartosz A. Nowak, Robert K. Nowicki:
Learning in Rough-Neuro-Fuzzy System for Data with Missing Values. PPAM (1) 2011: 501-510 - [c22]Krzysztof Cpalka, Olga Yu. Rebrova, Robert Nowicki, Leszek Rutkowski:
On Designing of Flexible Neuro-Fuzzy Systems for Nonlinear Modelling. RSFDGrC 2011: 147-154 - 2010
- [j3]Robert Nowicki:
On classification with missing data using rough-neuro-fuzzy systems. Int. J. Appl. Math. Comput. Sci. 20(1): 55-67 (2010) - [c21]Marcin Korytkowski, Robert Nowicki, Rafal Scherer, Leszek Rutkowski:
MICOG defuzzification rough-neuro-fuzzy system ensemble. FUZZ-IEEE 2010: 1-6 - [c20]Robert Nowicki, Janusz T. Starczewski:
On Non-singleton Fuzzification with DCOG Defuzzification. ICAISC (1) 2010: 168-174
2000 – 2009
- 2009
- [j2]Robert Nowicki:
Rough Neuro-Fuzzy Structures for Classification With Missing Data. IEEE Trans. Syst. Man Cybern. Part B 39(6): 1334-1347 (2009) - [c19]Marcin Korytkowski, Robert Nowicki, Rafal Scherer:
Neuro-fuzzy Rough Classifier Ensemble. ICANN (1) 2009: 817-823 - [r1]Leszek Rutkowski, Krzysztof Cpalka, Robert Nowicki, Agata Pokropinska, Rafal Scherer:
Neuro-fuzzy Systems. Encyclopedia of Complexity and Systems Science 2009: 6086-6099 - 2008
- [j1]Robert Nowicki:
On Combining Neuro-Fuzzy Architectures with the Rough Set Theory to Solve Classification Problems with Incomplete Data. IEEE Trans. Knowl. Data Eng. 20(9): 1239-1253 (2008) - [c18]Marcin Korytkowski, Robert Nowicki, Rafal Scherer, Leszek Rutkowski:
Ensemble of rough-neuro-fuzzy systems for classification with missing features. FUZZ-IEEE 2008: 1745-1750 - [c17]Maciej Morkowski, Robert Nowicki:
Information Theory Inspired Weighted Immune Classification Algorithm. ICAISC 2008: 652-660 - 2007
- [c16]Krzysztof Cpalka, Robert Nowicki, Leszek Rutkowski:
Rough-Neuro-Fuzzy Systems for Classification. FOCI 2007: 1-8 - [c15]Rafal Scherer, Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski:
Modular Rough Neuro-fuzzy Systems for Classification. PPAM 2007: 540-548 - [c14]Janusz T. Starczewski, Rafal Scherer, Marcin Korytkowski, Robert Nowicki:
Modular Type-2 Neuro-fuzzy Systems. PPAM 2007: 570-578 - 2006
- [c13]Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski, Rafal Scherer:
Merging Ensemble of Neuro-Fuzzy Systems. FUZZ-IEEE 2006: 1954-1957 - [c12]Robert Nowicki:
Rough-Neuro-Fuzzy System with MICOG Defuzzification. FUZZ-IEEE 2006: 1958-1965 - [c11]Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski, Rafal Scherer:
Combining Logical-Type Neuro-fuzzy Systems. ICAISC 2006: 240-249 - [c10]Agata Pokropinska, Robert Nowicki, Rafal Scherer:
Isolines of Statistical Information Criteria for Relational Neuro-fuzzy System Design. ICAISC 2006: 288-296 - 2004
- [c9]Robert Nowicki, Agata Pokropinska:
Information Criterions Applied to Neuro-Fuzzy Architectures Design. ICAISC 2004: 332-337 - [c8]Robert Nowicki:
Rough Sets in the Neuro-Fuzzy Architectures Based on Monotonic Fuzzy Implications. ICAISC 2004: 510-517 - [c7]Robert Nowicki:
Rough Sets in the Neuro-Fuzzy Architectures Based on Non-monotonic Fuzzy Implications. ICAISC 2004: 518-525 - [c6]Marcin Korytkowski, Marcin Gabryel, Robert Nowicki, Rafal Scherer:
Genetic Algorithm for Database Indexing. ICAISC 2004: 1142-1147 - 2003
- [c5]Robert Nowicki:
Neuro-Fuzzy versus Non-parametric Approach to System Modeling and Classification. PPAM 2003: 632-640 - [c4]Robert Nowicki, Agata Pokropinska, Yoichi Hayashi:
On Designing of Neuro-Fuzzy Systems. PPAM 2003: 641-649 - 2002
- [c3]Robert Nowicki, Leszek Rutkowski:
Rough-Neuro-Fuzzy System for Classification. FSKD 2002: 463-466 - 2001
- [c2]Danuta Rutkowska, Robert Nowicki, Yoichi Hayashi:
Parallel Processing by Implication-Based Neuro-Fuzzy Systems. PPAM 2001: 599-607
1990 – 1999
- 1999
- [c1]Danuta Rutkowska, Leszek Rutkowski, Robert Nowicki:
On Processing of Noisy Data by Fuzzy Inference Neural Networks. SIP 1999: 314-318
Coauthor Index
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