Marcin Gabryel

According to our database, Marcin Gabryel authored at least 53 papers between 2003 and 2024.

Collaborative distances:

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

2024

Accelerating User Profiling in E-Commerce Using Conditional GAN Networks for Synthetic Data Generation.

Marcin Gabryel, Eliza Kocic, Milan Kocic, Zofia Patora-Wysocka, Min Xiao, Miroslaw Pawlak

J. Artif. Intell. Soft Comput. Res., 2024

2023

Profiling of Webshop Users in Terms of Price Sensitivity.

Eliza Kocic, Marcin Gabryel, Milan Kocic

Proceedings of the Artificial Intelligence and Soft Computing, 2023

2022

Detecting Anomalies in Advertising Web Traffic with the Use of the Variational Autoencoder.

Marcin Gabryel, Dawid Lada, Zbigniew Filutowicz, Zofia Patora-Wysocka, Marek Kisiel-Dorohinicki, Guang Yi Chen

J. Artif. Intell. Soft Comput. Res., 2022

Autoencoder Neural Network for Detecting Non-human Web Traffic.

Marcin Gabryel, Dawid Lada, Milan Kocic

Proceedings of the Artificial Intelligence and Soft Computing, 2022

2021

Decision Making Support System for Managing Advertisers By Ad Fraud Detection.

Marcin Gabryel, Magdalena M. Scherer, Lukasz Sulkowski, Robertas Damasevicius

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

Fingerprint Device Parameter Stability Analysis.

Marcin Gabryel, Milan Kocic

Proceedings of the Artificial Intelligence and Soft Computing, 2021

Application of a Neural Network to Generate the Hash Code for a Device Fingerprint.

Marcin Gabryel, Milan Kocic

Proceedings of the Artificial Intelligence and Soft Computing, 2021

2020

Pearson Correlation-Based Feature Selection for Document Classification Using Balanced Training.

Inzamam Mashood Nasir, Muhammad Attique Khan, Mussarat Yasmin, Jamal Hussain Shah, Marcin Gabryel, Rafal Scherer, Robertas Damasevicius

Sensors, 2020

Browser Fingerprint Coding Methods Increasing the Effectiveness of User Identification in the Web Traffic.

Marcin Gabryel, Konrad Grzanek, Yoichi Hayashi

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

Methods of Searching for Similar Device Fingerprints Using Changes in Unstable Parameters.

Marcin Gabryel, Krzysztof Przybyszewski

Proceedings of the Artificial Intelligence and Soft Computing, 2020

2019

The Dynamically Modified BoW Algorithm Used in Assessing Clicks in Online Ads.

Marcin Gabryel, Krzysztof Przybyszewski

Proceedings of the Artificial Intelligence and Soft Computing, 2019

2018

The Bag-of-Words Method with Different Types of Image Features and Dictionary Analysis.

Marcin Gabryel

J. Univers. Comput. Sci., 2018

Data Analysis Algorithm for Click Fraud Recognition.

Marcin Gabryel

Proceedings of the Information and Software Technologies - 24th International Conference, 2018

Application of the Bag-of-Words Algorithm in Classification the Quality of Sales Leads.

Marcin Gabryel, Robertas Damasevicius, Krzysztof Przybyszewski

Proceedings of the Artificial Intelligence and Soft Computing, 2018

2017

Environment Scene Classification Based on Images Using Bag-of-Words.

Taurius Petraitis, Rytis Maskeliunas, Robertas Damasevicius, Dawid Polap, Marcin Wozniak, Marcin Gabryel

Proceedings of the Computational Intelligence - 9th International Joint Conference, 2017

Environment Recognition based on Images using Bag-of-Words.

Taurius Petraitis, Rytis Maskeliunas, Robertas Damasevicius, Dawid Polap, Marcin Wozniak, Marcin Gabryel

Proceedings of the 9th International Joint Conference on Computational Intelligence, 2017

The Bag-of-Words Methods with Pareto-Fronts for Similar Image Retrieval.

Marcin Gabryel

Proceedings of the Information and Software Technologies - 23rd International Conference, 2017

The Image Classification with Different Types of Image Features.

Marcin Gabryel, Robertas Damasevicius

Proceedings of the Artificial Intelligence and Soft Computing, 2017

The Bag-of-Words Method with Dictionary Analysis by Evolutionary Algorithm.

Marcin Gabryel, Giacomo Capizzi

Proceedings of the Artificial Intelligence and Soft Computing, 2017

2016

A Bag-of-Features Algorithm for Applications Using a NoSQL Database.

Marcin Gabryel

Proceedings of the Information and Software Technologies - 22nd International Conference, 2016

Transient Solution for Queueing Delay Distribution in the GI/M/1/K-type Mode with "Queued" Waking up and Balking.

Wojciech M. Kempa, Marcin Wozniak, Robert K. Nowicki, Marcin Gabryel, Robertas Damasevicius

Proceedings of the Artificial Intelligence and Soft Computing, 2016

Image Descriptor Based on Edge Detection and Crawler Algorithm.

Rafal Grycuk, Marcin Gabryel, Magdalena Scherer, Sviatoslav Voloshynovskiy

Proceedings of the Artificial Intelligence and Soft Computing, 2016

The Bag-of-Features Algorithm for Practical Applications Using the MySQL Database.

Marcin Gabryel

Proceedings of the Artificial Intelligence and Soft Computing, 2016

Content-based image retrieval optimization by differential evolution.

Rafal Grycuk, Marcin Gabryel, Robert Nowicki, Rafal Scherer

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

Can We Process 2D Images Using Artificial Bee Colony?

Marcin Wozniak, Dawid Polap, Marcin Gabryel, Robert K. Nowicki, Christian Napoli, Emiliano Tramontana

Proceedings of the Artificial Intelligence and Soft Computing, 2015

Multi-layer Architecture For Storing Visual Data Based on WCF and Microsoft SQL Server Database.

Rafal Grycuk, Marcin Gabryel, Rafal Scherer, Sviatoslav Voloshynovskiy

Proceedings of the Artificial Intelligence and Soft Computing, 2015

An Application of Differential Evolution to Positioning Queueing Systems.

Marcin Gabryel, Marcin Wozniak, Robertas Damasevicius

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

2014

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

Marcin Wozniak, Wojciech M. Kempa, Marcin Gabryel, Robert K. Nowicki

Int. J. Appl. Math. Comput. Sci., 2014

An Application of Firefly Algorithm to Position Traffic in NoSQL Database Systems.

Marcin Wozniak, Marcin Gabryel, Robert K. Nowicki, Bartosz A. Nowak

Proceedings of the Knowledge, Information and Creativity Support Systems - Selected Papers from KICSS'2014, 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

On Applying Evolutionary Computation Methods to Optimization of Vacation Cycle Costs in Finite-Buffer Queue.

Marcin Wozniak, Wojciech M. Kempa, Marcin Gabryel, Robert K. Nowicki, Zhifei Shao

Proceedings of the Artificial Intelligence and Soft Computing, 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

Preprocessing Large Data Sets by the Use of Quick Sort Algorithm.

Marcin Wozniak, Zbigniew Marszalek, Marcin Gabryel, Robert K. Nowicki

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

Modified Merge Sort Algorithm for Large Scale Data Sets.

Marcin Wozniak, Zbigniew Marszalek, Marcin Gabryel, Robert K. Nowicki

Proceedings of the Artificial Intelligence and Soft Computing, 2013

Genetic Cost Optimization of the GI/M/1/N Finite-Buffer Queue with a Single Vacation Policy.

Marcin Gabryel, Robert K. Nowicki, Marcin Wozniak, Wojciech M. Kempa

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

Properties and Structure of Fast Text Search Engine in Context of Semantic Image Analysis.

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

Proceedings of the Artificial Intelligence and Soft Computing, 2012

On Learning in a Time-Varying Environment by Using a Probabilistic Neural Network and the Recursive Least Squares Method.

Maciej Jaworski, Marcin Gabryel

Proceedings of the Artificial Intelligence and Soft Computing, 2012

Creating Learning Sets for Control Systems Using an Evolutionary Method.

Marcin Gabryel, Marcin Wozniak, Robert Nowicki

Proceedings of the Swarm and Evolutionary Computation, 2012

2010

Evolutionary Designing of Logic-Type Fuzzy Systems.

Marcin Gabryel, Leszek Rutkowski

Proceedings of the Artifical 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

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

Evolutionary Methods for Designing Neuro-fuzzy Modular Systems Combined by Bagging Algorithm.

Marcin Gabryel, Leszek Rutkowski

Proceedings of the Artificial Intelligence and Soft Computing, 2008

2006

Evolutionary Learning of Mamdani-Type Neuro-fuzzy Systems.

Marcin Gabryel, Leszek Rutkowski

Proceedings of the Artificial Intelligence and Soft Computing, 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