Performance analysis of rough set–based hybrid classification systems in the case of missing values

Robert K Nowicki , Robert Seliga , Dariusz Żelasko , Yoichi Hayashi
Journal of Artificial Intelligence and Soft Computing Research 11 ( 4) 307 -318

6
2021
Preprocessing large data sets by the use of quick sort algorithm

Marcin Woźniak , Zbigniew Marszałek , Marcin Gabryel , Robert K Nowicki
Knowledge, Information and Creativity Support Systems: Recent Trends, Advances and Solutions: Selected Papers from KICSS’2013-8th International Conference on Knowledge, Information, and Creativity Support Systems, November 7-9, 2013, Kraków, Poland 111 -121

30
2016
Preprocessing Large Data Sets by the Use of Quick Sort Algorithm

Marcin Wo'zniak , Zbigniew Marszalek , Marcin Gabryel , Robert K Nowicki
364 111 -121

2016
A multiscale image compressor with RBFNN and Discrete Wavelet decomposition

Marcin Wozniak , Christian Napoli , Emiliano Tramontana , Giacomo Capizzi
international joint conference on neural network 1 -7

30
2015
Fuzzy-rough Fuzzification in General FL Classifiers.

Janusz T Starczewski , Robert K Nowicki , Katarzyna Nieszporek
IJCCI 335 -342

4
2019
Extended Possibilistic Fuzzification for Classification.

Robert K Nowicki , Janusz T Starczewski , Rafal Grycuk
IJCCI 343 -350

1
2019
Performance Evaluation of DBN Learning on Intel Multi-and Manycore Architectures

Tomasz Olas , Wojciech K Mleczko , Marcin Wozniak , Robert K Nowicki
Parallel Processing and Applied Mathematics: 12th International Conference, PPAM 2017, Lublin, Poland, September 10-13, 2017, Revised Selected Papers, Part I 12 565 -575

2018
A finite-buffer queue with a single vacation policy: An analytical study with evolutionary positioning

Marcin Woźniak , Wojciech M Kempa , Marcin Gabryel , Robert K Nowicki
International Journal of Applied Mathematics and Computer Science 24 ( 4) 887 -900

48
2014
Rozmyte systemy decyzyjne w zadaniach z ograniczoną wiedzą

Robert K Nowicki
Akademicka Oficyna Wydawnicza Exit

21
2009
Rough deep belief network-application to incomplete handwritten digits pattern classification

Wojciech K Mleczko , Tomasz Kapuściński , Robert K Nowicki
Information and Software Technologies: 21st International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015, Proceedings 21 400 -411

20
2015
Learning in rough-neuro-fuzzy system for data with missing values

Bartosz A Nowak , Robert K Nowicki
Parallel Processing and Applied Mathematics: 9th International Conference, PPAM 2011, Torun, Poland, September 11-14, 2011. Revised Selected Papers, Part I 9 501 -510

7
2012
Rough set theory fundamentals

Robert K Nowicki , Robert K Nowicki
Rough Set–Based Classification Systems 7 -16

4
2019
Rough Nearest Neighbour Classifier

Robert K Nowicki , Robert K Nowicki
Rough Set–Based Classification Systems 133 -159

3
2019
Rough fuzzy classification systems

Robert K Nowicki , Robert K Nowicki
Rough Set–Based Classification Systems 17 -70

1
2019
Rough Neural Network Classifier

Robert K Nowicki , Robert K Nowicki
Rough Set–Based Classification Systems 95 -132

1
2019
Fuzzy Rough Classification Systems

Robert K Nowicki , Robert K Nowicki
Rough Set–Based Classification Systems 71 -93

2019
Ensembles of Rough Set–Based Classifiers

Robert K Nowicki , Robert K Nowicki
Rough Set–Based Classification Systems 161 -184

2019
Triple heap sort algorithm for large data sets

M Woźniak , Z Marszałek , M Gabryel , RK Nowicki
Looking into the Future of Creativity and Decision Support Systems 657 -665

14
2013
On quick sort algorithm performance for large data sets

M Woźniak , Z Marszałek , M Gabryel , RK Nowicki
Looking into the Future of Creativity and Decision Support Systems, AMJ Skulimowski, Ed 7 -9

10
2013
A novel approach to position traffic in nosql database systems by the use of firefly algorithm

M Woźniak , M Gabryel , RK Nowicki , B Nowak
Proceedings of the 9th International Conference on Knowledge, Information and Creativity Support Systems, GA Papadopoulos, Ed 6 -8

4
2014