Marcin Korytkowski

According to our database, Marcin Korytkowski authored at least 72 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Fuzzy-Based Solar Magnetogram Image Retrieval.

Rafal Grycuk, Marcin Korytkowski, Rafal Scherer

Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Detecting Sensitive Data with GANs and Fully Convolutional Networks.

Marcin Korytkowski, Jakub Nowak, Rafal Scherer

Proceedings of the Intelligent Information and Database Systems - 15th Asian Conference, 2023

2022

Employee Turnover Prediction From Email Communication Analysis.

Marcin Korytkowski, Jakub Nowak, Rafal Scherer, Anita Zbieg, Blazej Zak, Gabriela Relikowska, Pawel Mader

Proceedings of the Artificial Intelligence and Soft Computing, 2022

Privacy Preserving by Removing Sensitive Data from Documents with Fully Convolutional Networks.

Marcin Korytkowski, Jakub Nowak, Rafal Scherer, Wei Wei

Proceedings of the Artificial Intelligence and Soft Computing, 2022

Fast Solar Image Retrieval and Classification by Fuzzy Rules.

Rafal Grycuk, Marcin Korytkowski, Rafal Scherer, Pawel Drozda, Wei Wei, Miroslaw Kordos

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

2021

A Novel Method for Invariant Image Reconstruction.

Miroslaw Pawlak, Gurmukh Singh Panesar, Marcin Korytkowski

J. Artif. Intell. Soft Comput. Res., 2021

2020

Modified Harris Hawks Optimizer for Solving Machine Scheduling Problems.

Hamza Jouhari, Deming Lei, Mohammed Abdulaziz Aide Al-qaness, Mohamed E. Abd Elaziz, Robertas Damasevicius, Marcin Korytkowski, Ahmed A. Ewees

Symmetry, 2020

Efficient Image Retrieval by Fuzzy Rules from Boosting and Metaheuristic.

Marcin Korytkowski, Roman Senkerik, Magdalena M. Scherer, Rafal A. Angryk, Miroslaw Kordos, Agnieszka Siwocha

J. Artif. Intell. Soft Comput. Res., 2020

Accurate and fast URL phishing detector: A convolutional neural network approach.

Wei Wei, Qiao Ke, Jakub Nowak, Marcin Korytkowski, Rafal Scherer, Marcin Wozniak

Comput. Networks, 2020

Discovering Sequential Patterns by Neural Networks.

Jakub Nowak, Marcin Korytkowski, Rafal Scherer

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Encoder-Decoder Based CNN Structure for Microscopic Image Identification.

Dawid Polap, Marcin Wozniak, Marcin Korytkowski, Rafal Scherer

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Fingerprinting of URL Logs: Continuous User Authentication from Behavioural Patterns.

Jakub Nowak, Taras Holotyak, Marcin Korytkowski, Rafal Scherer, Slava Voloshynovskiy

Proceedings of the Computational Science - ICCS 2020, 2020

Visual Analysis of Computer Game Output Video Stream for Gameplay Metrics.

Kamil Kozlowski, Marcin Korytkowski, Dominik Szajerman

Proceedings of the Computational Science - ICCS 2020, 2020

Job Offer Analysis Using Convolutional and Recurrent Convolutional Networks.

Jakub Nowak, Kamila Milkowska, Magdalena Scherer, Arkadiusz Talun, Marcin Korytkowski

Proceedings of the Artificial Intelligence and Soft Computing, 2020

Efficient Visual Classification by Fuzzy Rules.

Marcin Korytkowski, Rafal Scherer, Dominik Szajerman, Dawid Polap, Marcin Wozniak

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019

Distributed image retrieval with colour and keypoint features.

Michal Lagiewka, Marcin Korytkowski, Rafal Scherer

J. Inf. Telecommun., 2019

URL-based Phishing Attack Detection by Convolutional Neural Networks.

Jakub Nowak, Marcin Korytkowski, Marcin Wozniak, Rafal Scherer

Aust. J. Intell. Inf. Process. Syst., 2019

Discovering Sequences in Systems Logs by Neural Networks.

Jakub Nowak, Marcin Korytkowski, Marcin Wozniak, Rafal Scherer

Aust. J. Intell. Inf. Process. Syst., 2019

Convolutional Recurrent Neural Networks for Computer Network Analysis.

Jakub Nowak, Marcin Korytkowski, Rafal Scherer

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019

Sequential Data Mining of Network Traffic in URL Logs.

Marcin Korytkowski, Jakub Nowak, Robert Nowicki, Kamila Milkowska, Magdalena Scherer, Piotr Goetzen

Proceedings of the Artificial Intelligence and Soft Computing, 2019

2018

Random Forests for Profiling Computer Network Users.

Jakub Nowak, Marcin Korytkowski, Robert Nowicki, Rafal Scherer, Agnieszka Siwocha

Proceedings of the Artificial Intelligence and Soft Computing, 2018

Rough Neural Network Ensemble for Interval Data Classification.

Marcin Korytkowski

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Classification of Computer Network Users with Convolutional Neural Networks.

Jakub Nowak, Marcin Korytkowski, Rafal Scherer

Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, 2018

2017

Novel visual information indexing in relational databases.

Marcin Korytkowski

Integr. Comput. Aided Eng., 2017

Distributed image retrieval with color and keypoint features.

Michal Lagiewka, Marcin Korytkowski, Rafal Scherer

Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications, 2017

Convolutional Neural Networks for Time Series Classification.

Mariusz Zebik, Marcin Korytkowski, Rafal A. Angryk, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2017

2016

Fast image classification by boosting fuzzy classifiers.

Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer

Inf. Sci., 2016

Query-by-Example Image Retrieval in Microsoft SQL Server.

Pawel Staszewski, Piotr Woldan, Marcin Korytkowski, Rafal Scherer, Lipo Wang

Proceedings of the Artificial Intelligence and Soft Computing, 2016

Novel Image Descriptor Based on Color Spatial Distribution.

Patryk Najgebauer, Marcin Korytkowski, Carlos D. Barranco, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2016

A Novel Convolutional Neural Network with Glial Cells.

Marcin Korytkowski

Proceedings of the Artificial Intelligence and Soft Computing, 2016

Fast Computing Framework for Convolutional Neural Networks.

Marcin Korytkowski, Pawel Staszewski, Piotr Woldan, Rafal Scherer

Proceedings of the 2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), 2016

2015

Efficient Bone Detector and Geometric Descriptor for X-Ray Imaging.

Jakub Romanowski, Marcin Korytkowski, Rafal Scherer

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Design Methodology for Rough Neuro-Fuzzy Classification with Missing Data.

Robert K. Nowicki, Marcin Korytkowski, Bartosz A. Nowak, Rafal Scherer

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Customization of Joint Articulations Using Soft Computing Methods.

Arkadiusz Szarek, Marcin Korytkowski, Leszek Rutkowski, Magdalena Scherer, Janusz Szyprowski, Dimce Kostadinov

Proceedings of the Artificial Intelligence and Soft Computing, 2015

Software Framework for Modular Machine Learning Systems.

Marcin Korytkowski, Magdalena Scherer, Sohrab Ferdowsi

Proceedings of the Artificial Intelligence and Soft Computing, 2015

Image Indexing and Retrieval Using GSOM Algorithm.

Marcin Gabryel, Rafal Grycuk, Marcin Korytkowski, Taras Holotyak

Proceedings of the Artificial Intelligence and Soft Computing, 2015

Secure Representation of Images Using Multi-layer Compression.

Sohrab Ferdowsi, Sviatoslav Voloshynovskiy, Dimche Kostadinov, Marcin Korytkowski, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2015

Bag-of-features image indexing and classification in microsoft SQL server relational database.

Marcin Korytkowski, Rafal Scherer, Pawel Staszewski, Piotr Woldan

Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

2014

Content-based image retrieval by dictionary of local feature descriptors.

Patryk Najgebauer, Tomasz Nowak, Jakub Romanowski, Marcin Gabryel, Marcin Korytkowski, Rafal Scherer

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Spatial Keypoint Representation for Visual Object Retrieval.

Tomasz Nowak, Patryk Najgebauer, Jakub Romanowski, Marcin Gabryel, Marcin Korytkowski, Rafal Scherer, Dimce Kostadinov

Proceedings of the Artificial Intelligence and Soft Computing, 2014

From Single Image to List of Objects Based on Edge and Blob Detection.

Rafal Grycuk, Marcin Gabryel, Marcin Korytkowski, Rafal Scherer, Sviatoslav Voloshynovskiy

Proceedings of the Artificial Intelligence and Soft Computing, 2014

Multi-class Classification: A Coding Based Space Partitioning.

Sohrab Ferdowsi, Sviatoslav Voloshynovskiy, Marcin Gabryel, Marcin Korytkowski

Proceedings of the Artificial Intelligence and Soft Computing, 2014

Content-Based Image Indexing by Data Clustering and Inverse Document Frequency.

Rafal Grycuk, Marcin Gabryel, Marcin Korytkowski, Rafal Scherer

Proceedings of the Beyond Databases, Architectures, and Structures, 2014

2013

Comparing Images Based on Histograms of Local Interest Points.

Tomasz Nowak, Marcin Gabryel, Marcin Korytkowski, Rafal Scherer

Proceedings of the Parallel Processing and Applied Mathematics, 2013

Improved Digital Image Segmentation Based on Stereo Vision and Mean Shift Algorithm.

Rafal Grycuk, Marcin Gabryel, Marcin Korytkowski, Jakub Romanowski, Rafal Scherer

Proceedings of the Parallel Processing and Applied Mathematics, 2013

On the Application of Orthogonal Series Density Estimation for Image Classification Based on Feature Description.

Piotr Duda, Maciej Jaworski, Lena Pietruczuk, Marcin Korytkowski, Marcin Gabryel, Rafal Scherer

Proceedings of the Knowledge, Information and Creativity Support Systems: Recent Trends, Advances and Solutions - Selected Papers from KICSS'2013, 2013

Representation of Edge Detection Results Based on Graph Theory.

Patryk Najgebauer, Tomasz Nowak, Jakub Romanowski, Janusz Rygal, Marcin Korytkowski

Proceedings of the Artificial Intelligence and Soft Computing, 2013

Object Detection by Simple Fuzzy Classifiers Generated by Boosting.

Marcin Gabryel, Marcin Korytkowski, Rafal Scherer, Leszek Rutkowski

Proceedings of the Artificial Intelligence and Soft Computing, 2013

2012

Forecasting Wear of Head and Acetabulum in Hip Joint Implant.

Arkadiusz Szarek, Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer, Janusz Szyprowski

Proceedings of the Artificial Intelligence and Soft Computing, 2012

Application of Neural Networks in Assessing Changes around Implant after Total Hip Arthroplasty.

Arkadiusz Szarek, Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer, Janusz Szyprowski

Proceedings of the Artificial Intelligence and Soft Computing, 2012

Novel Method for Parasite Detection in Microscopic Samples.

Patryk Najgebauer, Tomasz Nowak, Jakub Romanowski, Janusz Rygal, Marcin Korytkowski, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2012

On the Strong Convergence of the Recursive Orthogonal Series-Type Kernel Probabilistic Neural Networks Handling Time-Varying Noise.

Piotr Duda, Marcin Korytkowski

Proceedings of the Artificial Intelligence and Soft Computing, 2012

2011

AdaBoost Ensemble of DCOG Rough-Neuro-Fuzzy Systems.

Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski, Rafal Scherer

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011

Rule base normalization in Takagi-Sugeno ensemble.

Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer

Proceedings of the 2011 IEEE Workshop On Hybrid Intelligent Models And Applications, 2011

2010

Negative Correlation Learning of Neuro-fuzzy System Ensembles.

Marcin Korytkowski, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2010

Neural Network-Based Assessment of Femur Stress after Hip Joint Alloplasty.

Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer, Arkadiusz Szarek

Proceedings of the Artificial Intelligence and Soft Computing, 2010

Evolutionary Learning for Neuro-fuzzy Ensembles with Generalized Parametric Triangular Norms.

Marcin Gabryel, Marcin Korytkowski, Agata Pokropinska, Rafal Scherer, Stanislaw Drozda

Proceedings of the Artificial Intelligence and Soft Computing, 2010

MICOG defuzzification rough-neuro-fuzzy system ensemble.

Marcin Korytkowski, Robert Nowicki, Rafal Scherer, Leszek Rutkowski

Proceedings of the FUZZ-IEEE 2010, 2010

2009

Modular Neuro-Fuzzy Systems Based on Generalized Parametric Triangular Norms.

Marcin Korytkowski, Rafal Scherer

Proceedings of the Parallel Processing and Applied Mathematics, 2009

Neuro-fuzzy Rough Classifier Ensemble.

Marcin Korytkowski, Robert Nowicki, Rafal Scherer

Proceedings of the Artificial Neural Networks, 2009

2008

On Speeding Up the Learning Process of Neuro-fuzzy Ensembles Generated by the Adaboost Algorithm.

Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer

Proceedings of the Computer Recognition Systems 2, 2008

From Ensemble of Fuzzy Classifiers to Single Fuzzy Rule Base Classifier.

Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2008

Evolutionary Methods to Create Interpretable Modular System.

Marcin Korytkowski, Marcin Gabryel, Leszek Rutkowski, Stanislaw Drozda

Proceedings of the Artificial Intelligence and Soft Computing, 2008

Ensemble of rough-neuro-fuzzy systems for classification with missing features.

Marcin Korytkowski, Robert Nowicki, Rafal Scherer, Leszek Rutkowski

Proceedings of the FUZZ-IEEE 2008, 2008

2007

Modular Type-2 Neuro-fuzzy Systems.

Janusz T. Starczewski, Rafal Scherer, Marcin Korytkowski, Robert Nowicki

Proceedings of the Parallel Processing and Applied Mathematics, 2007

Modular Rough Neuro-fuzzy Systems for Classification.

Rafal Scherer, Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski

Proceedings of the Parallel Processing and Applied Mathematics, 2007

On Obtaining Fuzzy Rule Base from Ensemble of Takagi-Sugeno Systems.

Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer, Grzegorz Drozda

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

2006

On Combining Backpropagation with Boosting.

Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer

Proceedings of the International Joint Conference on Neural Networks, 2006

Combining Logical-Type Neuro-fuzzy Systems.

Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2006

Merging Ensemble of Neuro-Fuzzy Systems.

Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski, Rafal Scherer

Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2004

Genetic Algorithm for Database Indexing.

Marcin Korytkowski, Marcin Gabryel, Robert Nowicki, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2004

2003

Recursive Probabilistic Neural Networks.

Marcin Korytkowski, Marcin Gabryel, Adam E. Gaweda

Proceedings of the Parallel Processing and Applied Mathematics, 2003