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Contact:

Position:
Associate Professor

Research teams:
Nowe systemy głębokiego uczenia i ich zastosowania

Classes:
Kier.rozwoju i bezp.informat. syst. wsp. proc. biz
Admin. internetowymi serwerami baz danych wyk.
Admin. internetowymi serwerami baz danych lab.
Bezpieczeństwo i administracja systemów ERP wyk.
Bezpieczeństwo i administracja systemów ERP lab.
PhD DSc Eng Marcin Korytkowski

Papers (79)

2021 (1)

A Novel Method for Invariant Image Reconstruction
Mirosław Pawlak and Gurmukh Singh Panesar and Marcin Korytkowski, A Novel Method for Invariant Image Reconstruction, Sciendo, 69-80, 2021, Cites: 0

2020 (10)

Artificial Intelligence and Soft Computing: 19th International Conference, ICAISC 2020, Zakopane, Poland, October 12-14, 2020, Proceedings, Part II
Leszek Rutkowski and Rafał Scherer and Marcin Korytkowski and Witold Pedrycz and Ryszard Tadeusiewicz and Jacek M Zurada, Artificial Intelligence and Soft Computing: 19th International Conference, ICAISC 2020, Zakopane, Poland, October 12-14, 2020, Proceedings, Part II, Springer Nature, 2020, Cites: 0
Accurate and fast URL phishing detector: A convolutional neural network approach
Wei Wei and Qiao Ke and Jakub Nowak and Marcin Korytkowski and Rafał Scherer and Marcin Woźniak, Accurate and fast URL phishing detector: A convolutional neural network approach, Elsevier, 107275, 2020, Cites: 21
Efficient Visual Classification by Fuzzy Rules
Marcin Korytkowski and Rafał Scherer and Dominik Szajerman and Dawid Połap and Marcin Woźniak, Efficient Visual Classification by Fuzzy Rules, IEEE, 1-6, 2020, Cites: 1
Visual Analysis of Computer Game Output Video Stream for Gameplay Metrics
Kamil Kozłowski and Marcin Korytkowski and Dominik Szajerman, Visual Analysis of Computer Game Output Video Stream for Gameplay Metrics, Springer, Cham, 538-552, 2020, Cites: 1
Efficient image retrieval by fuzzy rules from boosting and metaheuristic
Marcin Korytkowski and Roman Šenkeřík and Magdalena M Scherer and Rafal A Angryk and Miroslaw Kordos and Agnieszka Siwocha, Efficient image retrieval by fuzzy rules from boosting and metaheuristic, Sciendo, 2020, Cites: 12
Modified Harris Hawks Optimizer for Solving Machine Scheduling Problems
Hamza Jouhari and Deming Lei and Mohammed AA Al-qaness and Mohamed Abd Elaziz and Robertas Damaševičius and Marcin Korytkowski and Ahmed A Ewees, Modified Harris Hawks Optimizer for Solving Machine Scheduling Problems, Multidisciplinary Digital Publishing Institute, 1460, 2020, Cites: 4
Discovering Sequential Patterns by Neural Networks
Jakub Nowak and Marcin Korytkowski and Rafał Scherer, Discovering Sequential Patterns by Neural Networks, IEEE, 1-6, 2020, Cites: 0
Job Offer Analysis Using Convolutional and Recurrent Convolutional Networks
Jakub Nowak and Kamila Milkowska and Magdalena Scherer and Arkadiusz Talun and Marcin Korytkowski, Job Offer Analysis Using Convolutional and Recurrent Convolutional Networks, Springer, Cham, 380-387, 2020, Cites: 0
Encoder-Decoder Based CNN Structure for Microscopic Image Identification
Dawid Połap and Marcin Wozniak and Marcin Korytkowski and Rafał Scherer, Encoder-Decoder Based CNN Structure for Microscopic Image Identification, Springer, Cham, 301-312, 2020, Cites: 0
Fingerprinting of URL logs: continuous user authentication from behavioural patterns
Jakub Nowak and Taras Holotyak and Marcin Korytkowski and Rafał Scherer and Slava Voloshynovskiy, Fingerprinting of URL logs: continuous user authentication from behavioural patterns, Springer, Cham, 184-195, 2020, Cites: 1

2019 (6)

Convolutional recurrent neural networks for computer network analysis
Jakub Nowak and Marcin Korytkowski and Rafał Scherer, Convolutional recurrent neural networks for computer network analysis, Springer, Cham, 747-757, 2019, Cites: 1
URL-based Phishing Attack Detection by Convolutional Neural Networks.
Jakub Nowak and Marcin Korytkowski and Marcin Wozniak and Rafal Scherer, URL-based Phishing Attack Detection by Convolutional Neural Networks., 60-67, 2019, Cites: 2
Sequential Data Mining of Network Traffic in URL Logs
Marcin Korytkowski and Jakub Nowak and Robert Nowicki and Kamila Milkowska and Magdalena Scherer and Piotr Goetzen, Sequential Data Mining of Network Traffic in URL Logs, Springer, Cham, 125-130, 2019, Cites: 1
Distributed image retrieval with colour and keypoint features
Michał Ła̧giewka and Marcin Korytkowski and Rafal Scherer, Distributed image retrieval with colour and keypoint features, Taylor & Francis, 430-445, 2019, Cites: 5
Discovering Sequences in Systems Logs by Neural Networks.
Jakub Nowak and Marcin Korytkowski and Marcin Wozniak and Rafal Scherer, Discovering Sequences in Systems Logs by Neural Networks., 69-76, 2019, Cites: 0
Artificial Intelligence and Soft Computing: 18th International Conference, ICAISC 2019, Zakopane, Poland, June 16–20, 2019, Proceedings, Part II
Leszek Rutkowski and Rafał Scherer and Marcin Korytkowski and Witold Pedrycz and Ryszard Tadeusiewicz and Jacek M Zurada, Artificial Intelligence and Soft Computing: 18th International Conference, ICAISC 2019, Zakopane, Poland, June 16–20, 2019, Proceedings, Part II, Springer, 2019, Cites: 0

2018 (3)

Classification of computer network users with convolutional neural networks
Jakub Nowak and Marcin Korytkowski and Rafal Scherer, Classification of computer network users with convolutional neural networks, IEEE, 501-504, 2018, Cites: 3
Random forests for profiling computer network users
Jakub Nowak and Marcin Korytkowski and Robert Nowicki and Rafał Scherer and Agnieszka Siwocha, Random forests for profiling computer network users, Springer, Cham, 734-739, 2018, Cites: 9
Rough neural network ensemble for interval data classification
Robert K Nowicki and Marcin Korytkowski and Rafal Scherer, Rough neural network ensemble for interval data classification, IEEE, 1-7, 2018, Cites: 3

2017 (3)

Novel visual information indexing in relational databases
Marcin Korytkowski, Novel visual information indexing in relational databases, IOS Press, 119-128, 2017, Cites: 15
Springer: Cham
L Rutkowski and M Korytkowski and R Scherer and R Tadeusiewicz and L Zadeh and J Zurada, Springer: Cham, Switzerland, 52-63, 2017, Cites: 8
Convolutional neural networks for time series classification
Mariusz Zȩbik and Marcin Korytkowski and Rafal Angryk and Rafał Scherer, Convolutional neural networks for time series classification, Springer, Cham, 635-642, 2017, Cites: 6

2016 (7)

Novel image descriptor based on color spatial distribution
Patryk Najgebauer and Marcin Korytkowski and Carlos D Barranco and Rafal Scherer, Novel image descriptor based on color spatial distribution, Springer, Cham, 712-722, 2016, Cites: 1
Fast image classification by boosting fuzzy classifiers
Marcin Korytkowski and Leszek Rutkowski and Rafał Scherer, Fast image classification by boosting fuzzy classifiers, Elsevier, 175-182, 2016, Cites: 141
On the Application of Orthogonal Series Density Estimation for Image Classification Based on Feature Description
Piotr Duda and Maciej Jaworski and Lena Pietruczuk and Marcin Korytkowski and Marcin Gabryel and Rafał Scherer, On the Application of Orthogonal Series Density Estimation for Image Classification Based on Feature Description, Springer, Cham, 529-540, 2016, Cites: 0
Query-by-example image retrieval in microsoft SQL server
Paweł Staszewski and Piotr Woldan and Marcin Korytkowski and Rafał Scherer and Lipo Wang, Query-by-example image retrieval in microsoft SQL server, Springer, Cham, 746-754, 2016, Cites: 4
Fast computing framework for convolutional neural networks
Marcin Korytkowski and Pawel Staszewski and Piotr Woldan and Rafal Scherer, Fast computing framework for convolutional neural networks, IEEE, 118-123, 2016, Cites: 2
A novel convolutional neural network with Glial cells
Marcin Korytkowski, A novel convolutional neural network with Glial cells, Springer, Cham, 670-679, 2016, Cites: 3
Artificial Intelligence and Soft Computing: 15th International Conference, ICAISC 2016, Zakopane, Poland, June 12-16, 2016, Proceedings, Part II
Leszek Rutkowski and Marcin Korytkowski and Rafał Scherer and Ryszard Tadeusiewicz and Lotfi A Zadeh and Jacek M Zurada, Artificial Intelligence and Soft Computing: 15th International Conference, ICAISC 2016, Zakopane, Poland, June 12-16, 2016, Proceedings, Part II, Springer, 2016, Cites: 0

2015 (9)

On the application of fourier series density estimation for image classification based on feature description
Piotr Duda and Maciej Jaworski and Lena Pietruczuk and Rafa l Scherer and Marcin Korytkowski and Marcin Gabryel, On the application of fourier series density estimation for image classification based on feature description, 2015, Cites: 7
Efficient bone detector and geometric descriptor for x-ray imaging
Jakub Romanowski and Marcin Korytkowski and Rafal Scherer, Efficient bone detector and geometric descriptor for x-ray imaging, IEEE, 1337-1342, 2015, Cites: 1
Software Framework for Modular Machine Learning Systems
Marcin Korytkowski and Magdalena Scherer and Sohrab Ferdowsi, Software Framework for Modular Machine Learning Systems, Springer, Cham, 760-767, 2015, Cites: 0
Design methodology for rough neuro-fuzzy classification with missing data
Robert K Nowicki and Marcin Korytkowski and Bartosz A Nowak and Rafal Scherer, Design methodology for rough neuro-fuzzy classification with missing data, IEEE, 1650-1657, 2015, Cites: 4
Customization of Joint Articulations Using Soft Computing Methods
Arkadiusz Szarek and Marcin Korytkowski and Leszek Rutkowski and Magdalena Scherer and Janusz Szyprowski and Dimce Kostadinov, Customization of Joint Articulations Using Soft Computing Methods, Springer, Cham, 151-160, 2015, Cites: 0
Image indexing and retrieval using GSOM algorithm
Marcin Gabryel and Rafał Grycuk and Marcin Korytkowski and Taras Holotyak, Image indexing and retrieval using GSOM algorithm, Springer, Cham, 706-714, 2015, Cites: 17
Secure representation of images using multi-layer compression
Sohrab Ferdowsi and Sviatoslav Voloshynovskiy and Dimche Kostadinov and Marcin Korytkowski and Rafał Scherer, Secure representation of images using multi-layer compression, Springer, Cham, 696-705, 2015, Cites: 4
Bag-of-features image indexing and classification in Microsoft SQL server relational database
Marcin Korytkowski and Rafał Scherer and Paweł Staszewski and Piotr Woldan, Bag-of-features image indexing and classification in Microsoft SQL server relational database, IEEE, 478-482, 2015, Cites: 12
Tree representation of image key point descriptors
Patryk Najgebauer and Marcin Gabryel and Marcin Korytkowski and Rafa l Scherer, Tree representation of image key point descriptors, 2015, Cites: 1

2014 (7)

Content-based image indexing by data clustering and inverse document frequency
Rafał Grycuk and Marcin Gabryel and Marcin Korytkowski and Rafał Scherer, Content-based image indexing by data clustering and inverse document frequency, Springer, Cham, 374-383, 2014, Cites: 31
From single image to list of objects based on edge and blob detection
Rafał Grycuk and Marcin Gabryel and Marcin Korytkowski and Rafał Scherer and Sviatoslav Voloshynovskiy, From single image to list of objects based on edge and blob detection, Springer, Cham, 605-615, 2014, Cites: 37
Multi-class Classification: A Coding Based Space Partitioning
Sohrab Ferdowsi and Sviatoslav Voloshynovskiy and Marcin Gabryel and Marcin Korytkowski, Multi-class Classification: A Coding Based Space Partitioning, Springer, Cham, 593-604, 2014, Cites: 1
Artificial Intelligence and Soft Computing: 13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014: Proceedings
Marcin Korytkowski and Rafa? Scherer and Ryszard Tadeusiewicz and Lotfi Asker Zadeh, Artificial Intelligence and Soft Computing: 13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014: Proceedings, Springer, 2014, Cites: 1
Spatial keypoint representation for visual object retrieval
Tomasz Nowak and Patryk Najgebauer and Jakub Romanowski and Marcin Gabryel and Marcin Korytkowski and Rafał Scherer and Dimce Kostadinov, Spatial keypoint representation for visual object retrieval, Springer, Cham, 639-650, 2014, Cites: 5
Artificial Intelligence and Soft Computing: 13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part II
Leszek Rutkowski and Marcin Korytkowski and Rafał Scherer and Ryszard Tadeusiewicz and Lotfi A Zadeh and Jacek M Zurada, Artificial Intelligence and Soft Computing: 13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part II, Springer, 2014, Cites: 2
Content-based image retrieval by dictionary of local feature descriptors
Patryk Najgebauer and Tomasz Nowak and Jakub Romanowski and Marcin Gabryel and Marcin Korytkowski and Rafał Scherer, Content-based image retrieval by dictionary of local feature descriptors, IEEE, 512-517, 2014, Cites: 6

2013 (5)

Object detection by simple fuzzy classifiers generated by boosting
Marcin Gabryel and Marcin Korytkowski and Rafał Scherer and Leszek Rutkowski, Object detection by simple fuzzy classifiers generated by boosting, Springer, Berlin, Heidelberg, 540-547, 2013, Cites: 26
Comparing images based on histograms of local interest points
Tomasz Nowak and Marcin Gabryel and Marcin Korytkowski and Rafał Scherer, Comparing images based on histograms of local interest points, Springer, Berlin, Heidelberg, 423-432, 2013, Cites: 3
Artificial Intelligence and Soft Computing: 12th International Conference, ICAISC 2013, Zakopane, Poland, June 9-13, 2013, Proceedings, Part I
Leszek Rutkowski and Marcin Korytkowski and Rafal Scherer and Ryszard Tadeusiewicz and Lotfi A Zadeh and Jacek M Zurada, Artificial Intelligence and Soft Computing: 12th International Conference, ICAISC 2013, Zakopane, Poland, June 9-13, 2013, Proceedings, Part I, Springer, 2013, Cites: 4
Representation of edge detection results based on graph theory
Patryk Najgebauer and Tomasz Nowak and Jakub Romanowski and Janusz Rygał and Marcin Korytkowski, Representation of edge detection results based on graph theory, Springer, Berlin, Heidelberg, 588-601, 2013, Cites: 5
Improved digital image segmentation based on stereo vision and mean shift algorithm
Rafał Grycuk and Marcin Gabryel and Marcin Korytkowski and Jakub Romanowski and Rafał Scherer, Improved digital image segmentation based on stereo vision and mean shift algorithm, Springer, Berlin, Heidelberg, 433-443, 2013, Cites: 14

2012 (7)

Swarm Intelligence and Differential Evolution
Leszek Rutkowski and Marcin Korytkowski and Rafal Scherer and Ryszard Tadeusiewicz and Lotfi Zadeh and Jacek Zurada, Swarm Intelligence and Differential Evolution, Springer, 2012, Cites: 0
On the strong convergence of the recursive orthogonal series-type kernel probabilistic neural networks handling time-varying noise
Piotr Duda and Marcin Korytkowski, On the strong convergence of the recursive orthogonal series-type kernel probabilistic neural networks handling time-varying noise, Springer, Berlin, Heidelberg, 55-62, 2012, Cites: 1
Application of neural networks in assessing changes around implant after total hip arthroplasty
Arkadiusz Szarek and Marcin Korytkowski and Leszek Rutkowski and Rafał Scherer and Janusz Szyprowski, Application of neural networks in assessing changes around implant after total hip arthroplasty, Springer, Berlin, Heidelberg, 335-340, 2012, Cites: 23
Swarm and Evolutionary Computation: International Symposium, SIDE 2012, Held in Conjunction with ICAISC 2012, Zakopane, Poland, April 29-May 3, 2012, Proceedings
Leszek Rutkowski and Marcin Korytkowski and Rafał Scherer and Ryszard Tadeusiewicz and Lotfi Zadeh and Jacek Zurada, Swarm and Evolutionary Computation: International Symposium, SIDE 2012, Held in Conjunction with ICAISC 2012, Zakopane, Poland, April 29-May 3, 2012, Proceedings, Springer, 2012, Cites: 0
Novel method for parasite detection in microscopic samples
Patryk Najgebauer and Tomasz Nowak and Jakub Romanowski and Janusz Rygał and Marcin Korytkowski and Rafał Scherer, Novel method for parasite detection in microscopic samples, Springer, Berlin, Heidelberg, 551-558, 2012, Cites: 5
Orthopedic diagnostics with ensembles of learning systems
A Szarek and M Korytkowski and L Rutkowski and R Scherer and J Szyprowski, Orthopedic diagnostics with ensembles of learning systems, 141--146, 2012, Cites: 0
Forecasting wear of head and acetabulum in hip joint implant
Arkadiusz Szarek and Marcin Korytkowski and Leszek Rutkowski and Rafał Scherer and Janusz Szyprowski, Forecasting wear of head and acetabulum in hip joint implant, Springer, Berlin, Heidelberg, 341-346, 2012, Cites: 16

2011 (2)

AdaBoost ensemble of DCOG rough–neuro–fuzzy systems
Marcin Korytkowski and Robert Nowicki and Leszek Rutkowski and Rafał Scherer, AdaBoost ensemble of DCOG rough–neuro–fuzzy systems, Springer, Berlin, Heidelberg, 62-71, 2011, Cites: 25
Rule base normalization in Takagi-Sugeno ensemble
Marcin Korytkowski and Leszek Rutkowski and Rafał Scherer, Rule base normalization in Takagi-Sugeno ensemble, IEEE, 1-5, 2011, Cites: 3

2010 (4)

Negative correlation learning of neuro-fuzzy system ensembles
Marcin Korytkowski and Rafał Scherer, Negative correlation learning of neuro-fuzzy system ensembles, Springer, Berlin, Heidelberg, 114-119, 2010, Cites: 4
MICOG defuzzification rough-neuro-fuzzy system ensemble
Marcin Korytkowski and Robert K Nowicki and Rafał Scherer and Leszek Rutkowski, MICOG defuzzification rough-neuro-fuzzy system ensemble, IEEE, 1-6, 2010, Cites: 3
Evolutionary learning for neuro-fuzzy ensembles with generalized parametric triangular norms
Marcin Gabryel and Marcin Korytkowski and Agata Pokropinska and Rafał Scherer and Stanisław Drozda, Evolutionary learning for neuro-fuzzy ensembles with generalized parametric triangular norms, Springer, Berlin, Heidelberg, 74-79, 2010, Cites: 2
Neural network-based assessment of femur stress after hip joint alloplasty
Marcin Korytkowski and Leszek Rutkowski and Rafał Scherer and Arkadiusz Szarek, Neural network-based assessment of femur stress after hip joint alloplasty, Springer, Berlin, Heidelberg, 621-626, 2010, Cites: 0

2009 (3)

Journal of Artificial Intelligence and Soft Computing Research Sample Paper
Marcin Korytkowski and Rafał Scherer, Journal of Artificial Intelligence and Soft Computing Research Sample Paper, 2009, Cites: 0
Modular neuro-fuzzy systems based on generalized parametric triangular norms
Marcin Korytkowski and Rafał Scherer, Modular neuro-fuzzy systems based on generalized parametric triangular norms, Springer, Berlin, Heidelberg, 332-339, 2009, Cites: 3
Neuro-fuzzy rough classifier ensemble
Marcin Korytkowski and Robert Nowicki and Rafał Scherer, Neuro-fuzzy rough classifier ensemble, Springer, Berlin, Heidelberg, 817-823, 2009, Cites: 27

2008 (3)

From ensemble of fuzzy classifiers to single fuzzy rule base classifier
Marcin Korytkowski and Leszek Rutkowski and Rafał Scherer, From ensemble of fuzzy classifiers to single fuzzy rule base classifier, Springer, Berlin, Heidelberg, 265-272, 2008, Cites: 59
Evolutionary methods to create interpretable modular system
Marcin Korytkowski and Marcin Gabryel and Leszek Rutkowski and Stanislaw Drozda, Evolutionary methods to create interpretable modular system, Springer, Berlin, Heidelberg, 405-413, 2008, Cites: 13
Ensemble of rough-neuro-fuzzy systems for classification with missing features
Marcin Korytkowski and Robert Nowicki and Rafal Scherer and Leszek Rutkowski, Ensemble of rough-neuro-fuzzy systems for classification with missing features, IEEE, 1745-1750, 2008, Cites: 12

2007 (4)

Modular type-2 neuro-fuzzy systems
Janusz Starczewski and Rafał Scherer and Marcin Korytkowski and Robert Nowicki, Modular type-2 neuro-fuzzy systems, Springer, Berlin, Heidelberg, 570-578, 2007, Cites: 19
On speeding up the learning process of neuro-fuzzy ensembles generated by the adaboost algorithm
Marcin Korytkowski and Leszek Rutkowski and Rafal Scherer, On speeding up the learning process of neuro-fuzzy ensembles generated by the adaboost algorithm, Springer, Berlin, Heidelberg, 319-326, 2007, Cites: 1
Modular rough neuro-fuzzy systems for classification
Rafał Scherer and Marcin Korytkowski and Robert Nowicki and Leszek Rutkowski, Modular rough neuro-fuzzy systems for classification, Springer, Berlin, Heidelberg, 540-548, 2007, Cites: 3
On Obtaining Fuzzy Rule Base from Ensemble of Takagi-Sugeno Systems
Marcin Korytkowski and Leszek Rutkowski and Rafal Scherer and Grzegorz Drozda, On Obtaining Fuzzy Rule Base from Ensemble of Takagi-Sugeno Systems, IEEE, 234-237, 2007, Cites: 1

2006 (3)

On combining backpropagation with boosting
Marcin Korytkowski and Leszek Rutkowski and Rafal Scherer, On combining backpropagation with boosting, IEEE, 1274-1277, 2006, Cites: 57
Combining logical-type neuro-fuzzy systems
Marcin Korytkowski and Robert Nowicki and Leszek Rutkowski and Rafał Scherer, Combining logical-type neuro-fuzzy systems, Springer, Berlin, Heidelberg, 240-249, 2006, Cites: 1
Merging ensemble of neuro-fuzzy systems
Marcin Korytkowski and Robert Nowicki and Leszek Rutkowski and Rafal Scherer, Merging ensemble of neuro-fuzzy systems, IEEE, 1954-1957, 2006, Cites: 6

2004 (1)

Genetic algorithm for database indexing
Marcin Korytkowski and Marcin Gabryel and Robert Nowicki and Rafał Scherer, Genetic algorithm for database indexing, Springer, Berlin, Heidelberg, 1142-1147, 2004, Cites: 2

2003 (1)

Recursive probabilistic neural networks
Marcin Korytkowski and Marcin Gabryel and Adam Gaweda, Recursive probabilistic neural networks, Springer, Berlin, Heidelberg, 626-631, 2003, Cites: 4

Schedule