Robert K. Nowicki

Publication Activity (10 Years)

Years Active: 2011-2021
Publications (10 Years): 19

Top Topics

Firefly Algorithm

K Nearest Neighbour

Top Venues

Publications

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) (2021)
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) (2020)
Janusz T. Starczewski, Robert K. Nowicki, Katarzyna Nieszporek
Fuzzy-rough Fuzzification in General FL Classifiers. IJCCI (2019)
Robert K. Nowicki, Janusz T. Starczewski, Rafal Grycuk
Extended Possibilistic Fuzzification for Classification. IJCCI (2019)
Tomasz Kapuscinski, Robert K. Nowicki, Christian Napoli
Comparison of Effectiveness of Multi-objective Genetic Algorithms in Optimization of Invertible S-Boxes. ICAISC (2) (2017)
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)
Robert K. Nowicki, Janusz T. Starczewski
A new method for classification of imprecise data using fuzzy rough fuzzification. Inf. Sci. 414 (2017)
Tomasz Kapuscinski, Robert K. Nowicki, Christian Napoli
Application of Genetic Algorithms in the Construction of Invertible Substitution Boxes. ICAISC (1) (2016)
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)
Robert K. Nowicki, Rafal Scherer, Leszek Rutkowski
Novel rough neural network for classification with missing data. MMAR (2016)
Wojciech K. Mleczko, Robert K. Nowicki, Rafal A. Angryk
Rough Restricted Boltzmann Machine - New Architecture for Incomplete Input Data. ICAISC (1) (2016)
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)
Robert K. Nowicki, Marcin Korytkowski, Bartosz A. Nowak, Rafal Scherer
Design Methodology for Rough Neuro-Fuzzy Classification with Missing Data. SSCI (2015)
Tomasz Olas, Wojciech K. Mleczko, Robert K. Nowicki, Roman Wyrzykowski, Adam Krzyzak
Adaptation of RBM Learning for Intel MIC Architecture. ICAISC (1) (2015)
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)
Wojciech K. Mleczko, Tomasz Kapuscinski, Robert K. Nowicki
Rough Deep Belief Network - Application to Incomplete Handwritten Digits Pattern Classification. ICIST (2015)
Tomasz Olas, Wojciech K. Mleczko, Robert K. Nowicki, Roman Wyrzykowski
Adaptation of Deep Belief Networks to Modern Multicore Architectures. PPAM (1) (2015)
Bartosz A. Nowak, Robert K. Nowicki, Marcin Wozniak, Christian Napoli
Multi-class Nearest Neighbour Classifier for Incomplete Data Handling. ICAISC (1) (2015)
Marcin Wozniak, Dawid Polap, Robert K. Nowicki, Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana
Novel approach toward medical signals classifier. IJCNN (2015)
Robert K. Nowicki, Bartosz A. Nowak, Marcin Wozniak
Application of Rough Sets in k Nearest Neighbours Algorithm for Classification of Incomplete Samples. KICSS (2014)
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)
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)
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)
Marcin Wozniak, Marcin Gabryel, Robert K. Nowicki, Bartosz A. Nowak
An Application of Firefly Algorithm to Position Traffic in NoSQL Database Systems. KICSS (2014)
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) (2014)
Janusz T. Starczewski, Robert K. Nowicki, Bartosz A. Nowak
Genetic fuzzy classifier with fuzzy rough sets for imprecise data. FUZZ-IEEE (2014)
Marcin Wozniak, Zbigniew Marszalek, Marcin Gabryel, Robert K. Nowicki
Preprocessing Large Data Sets by the Use of Quick Sort Algorithm. KICSS (2013)
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)
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)
Marcin Wozniak, Zbigniew Marszalek, Marcin Gabryel, Robert K. Nowicki
Modified Merge Sort Algorithm for Large Scale Data Sets. ICAISC (2) (2013)
Bartosz A. Nowak, Robert K. Nowicki
Learning in Rough-Neuro-Fuzzy System for Data with Missing Values. PPAM (1) (2011)