user photo
Contact:

Position:
Assistant Professor

Research teams:
Struktury i metody uczenia sieci neuronowych
Nowe systemy głębokiego uczenia i ich zastosowania

Classes:
Programowanie urządzeń mobilnych lab
Sztuczna inteligencja wyk
Sztuczna inteligencja lab
Programowanie obiektowe wyk
Sieci neuronowe w grach komputerowych wyk
Sieci neuronowe w grach komputerowych lab
PhD Eng Marcin Gabryel

Papers (60)

2021 (2)

Application of a Neural Network to Generate the Hash Code for a Device Fingerprint
Marcin Gabryel and Milan Kocić, Application of a Neural Network to Generate the Hash Code for a Device Fingerprint, Springer, Cham, 456-463, 2021, Cites: 0
Fingerprint Device Parameter Stability Analysis
Marcin Gabryel and Milan Kocić, Fingerprint Device Parameter Stability Analysis, Springer, Cham, 464-472, 2021, Cites: 0

2020 (3)

Methods of Searching for Similar Device Fingerprints Using Changes in Unstable Parameters
Marcin Gabryel and Krzysztof Przybyszewski, Methods of Searching for Similar Device Fingerprints Using Changes in Unstable Parameters, Springer, Cham, 325-335, 2020, Cites: 0
Pearson Correlation-Based Feature Selection for Document Classification Using Balanced Training
Inzamam Mashood Nasir and Muhammad Attique Khan and Mussarat Yasmin and Jamal Hussain Shah and Marcin Gabryel and Rafał Scherer and Robertas Damaševičius, Pearson Correlation-Based Feature Selection for Document Classification Using Balanced Training, Multidisciplinary Digital Publishing Institute, 6793, 2020, Cites: 15
Browser fingerprint coding methods increasing the effectiveness of user identification in the web traffic
Marcin Gabryel and Konrad Grzanek and Yoichi Hayashi, Browser fingerprint coding methods increasing the effectiveness of user identification in the web traffic, 2020, Cites: 10

2019 (1)

The dynamically modified BoW algorithm used in assessing clicks in online ads
Marcin Gabryel and Krzysztof Przybyszewski, The dynamically modified BoW algorithm used in assessing clicks in online ads, Springer, Cham, 350-360, 2019, Cites: 4

2018 (3)

The Bag-of-Words Method with Different Types of Image Features and Dictionary Analysis.
Marcin Gabryel, The Bag-of-Words Method with Different Types of Image Features and Dictionary Analysis., 357-371, 2018, Cites: 17
Application of the bag-of-words algorithm in classification the quality of sales leads
Marcin Gabryel and Robertas Damaševičius and Krzysztof Przybyszewski, Application of the bag-of-words algorithm in classification the quality of sales leads, Springer, Cham, 615-622, 2018, Cites: 6
Data analysis algorithm for click fraud recognition
Marcin Gabryel, Data analysis algorithm for click fraud recognition, Springer, Cham, 437-446, 2018, Cites: 14

2017 (6)

Environment scene classification based on images using bag-of-words
Taurius Petraitis and Rytis Maskeliūnas and Robertas Damaševičius and Dawid Połap and Marcin Woźniak and Marcin Gabryel, Environment scene classification based on images using bag-of-words, Springer, Cham, 281-303, 2017, Cites: 1
The bag-of-words methods with pareto-fronts for similar image retrieval
Marcin Gabryel, The bag-of-words methods with pareto-fronts for similar image retrieval, Springer, Cham, 374-384, 2017, Cites: 4
The image classification with different types of image features
Marcin Gabryel and Robertas Damaševičius, The image classification with different types of image features, Springer, Cham, 497-506, 2017, Cites: 29
The bag-of-words method with dictionary analysis by evolutionary algorithm
Marcin Gabryel and Giacomo Capizzi, The bag-of-words method with dictionary analysis by evolutionary algorithm, Springer, Cham, 43-51, 2017, Cites: 6
Environment Recognition based on Images using Bag-of-Words.
Taurius Petraitis and Rytis Maskeliunas and Robertas Damasevicius and Dawid Polap and Marcin Wozniak and Marcin Gabryel, Environment Recognition based on Images using Bag-of-Words., 166-176, 2017, Cites: 5
Detection of saliency map as image feature outliers using random projections based method
Robertas Damaševičius and Rytis Maskeliūnas and Marcin Woźniak and Dawid Polap and Tatjana Sidekerskienė and Marcin Gabryel, Detection of saliency map as image feature outliers using random projections based method, IEEE, 85-90, 2017, Cites: 3

2016 (9)

Preprocessing Large Data Sets by the Use of Quick Sort Algorithm
Marcin Wo'zniak and Zbigniew Marszalek and Marcin Gabryel and Robert K Nowicki, Preprocessing Large Data Sets by the Use of Quick Sort Algorithm, 111-121, 2016, Cites: 0
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
A bag-of-features algorithm for applications using a NoSQL database
Marcin Gabryel, A bag-of-features algorithm for applications using a NoSQL database, Springer, Cham, 332-343, 2016, Cites: 16
Image descriptor based on edge detection and crawler algorithm
Rafał Grycuk and Marcin Gabryel and Magdalena Scherer and Sviatoslav Voloshynovskiy, Image descriptor based on edge detection and crawler algorithm, Springer, Cham, 647-659, 2016, Cites: 10
Preprocessing large data sets by the use of quick sort algorithm
Marcin Woźniak and Zbigniew Marszałek and Marcin Gabryel and Robert K Nowicki, Preprocessing large data sets by the use of quick sort algorithm, Springer, Cham, 111-121, 2016, Cites: 26
An application of firefly algorithm to position traffic in NoSQL database systems
Marcin Woźniak and Marcin Gabryel and Robert K Nowicki and Bartosz A Nowak, An application of firefly algorithm to position traffic in NoSQL database systems, Springer, Cham, 259-272, 2016, Cites: 17
The bag-of-features algorithm for practical applications using the MySQL database
Marcin Gabryel, The bag-of-features algorithm for practical applications using the MySQL database, Springer, Cham, 635-646, 2016, Cites: 18
Content-based image retrieval optimization by differential evolution
Rafał Grycuk and Marcin Gabryel and Robert Nowicki and Rafał Scherer, Content-based image retrieval optimization by differential evolution, IEEE, 86-93, 2016, Cites: 18
Transient Solution for Queueing Delay Distribution in the GI/M/1/K-type Mode with “Queued” Waking up and Balking
Wojciech M Kempa and Marcin Woźniak and Robert K Nowicki and Marcin Gabryel and Robertas Damaševicius, Transient Solution for Queueing Delay Distribution in the GI/M/1/K-type Mode with “Queued” Waking up and Balking, Springer, Cham, 340-351, 2016, Cites: 9

2015 (7)

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
New image descriptor from edge detector and blob extractor
Rafał Grycuk and Rafał Scherer and Marcin Gabryel, New image descriptor from edge detector and blob extractor, 31--39, 2015, Cites: 11
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
Multi-layer architecture for storing visual data based on WCF and microsoft SQL server database
Rafał Grycuk and Marcin Gabryel and Rafał Scherer and Sviatoslav Voloshynovskiy, Multi-layer architecture for storing visual data based on WCF and microsoft SQL server database, Springer, Cham, 715-726, 2015, Cites: 23
An application of differential evolution to positioning queueing systems
Marcin Gabryel and Marcin Woźniak and Robertas Damaševičius, An application of differential evolution to positioning queueing systems, Springer, Cham, 379-390, 2015, Cites: 25
Can we process 2d images using artificial bee colony?
Marcin Woźniak and Dawid Połap and Marcin Gabryel and Robert K Nowicki and Christian Napoli and Emiliano Tramontana, Can we process 2d images using artificial bee colony?, Springer, Cham, 660-671, 2015, Cites: 32
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 (8)

On applying evolutionary computation methods to optimization of vacation cycle costs in finite-buffer queue
Marcin Woźniak and Wojciech M Kempa and Marcin Gabryel and Robert K Nowicki and Zhifei Shao, On applying evolutionary computation methods to optimization of vacation cycle costs in finite-buffer queue, Springer, Cham, 480-491, 2014, Cites: 38
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: 38
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: 2
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
A novel approach to position traffic in nosql database systems by the use of firefly algorithm
Marcin Woźniak and Marcin Gabryel and Robert Konrad Nowicki and Bartosz Antoni Nowak, A novel approach to position traffic in nosql database systems by the use of firefly algorithm, 2014, Cites: 4
A finite-buffer queue with a single vacation policy: An analytical study with evolutionary positioning
Marcin Woźniak and Wojciech M Kempa and Marcin Gabryel and Robert K Nowicki, A finite-buffer queue with a single vacation policy: An analytical study with evolutionary positioning, 2014, Cites: 48
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 (7)

Modified merge sort algorithm for large scale data sets
Marcin Woźniak and Zbigniew Marszałek and Marcin Gabryel and Robert K Nowicki, Modified merge sort algorithm for large scale data sets, Springer, Berlin, Heidelberg, 612-622, 2013, Cites: 35
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
On quick sort algorithm performance for large data sets
M Woźniak and Z Marszałek and M Gabryel and RK Nowicki, On quick sort algorithm performance for large data sets, 7-9, 2013, Cites: 10
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
Genetic cost optimization of the GI/M/1/N finite-buffer queue with a single vacation policy
Marcin Gabryel and Robert K Nowicki and Marcin Woźniak and Wojciech M Kempa, Genetic cost optimization of the GI/M/1/N finite-buffer queue with a single vacation policy, Springer, Berlin, Heidelberg, 12-23, 2013, Cites: 33
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
Triple heap sort algorithm for large data sets
M Woźniak and Z Marszałek and M Gabryel and RK Nowicki, Triple heap sort algorithm for large data sets, 657-665, 2013, Cites: 13

2012 (6)

Properties and structure of fast text search engine in context of semantic image analysis
Janusz Rygał and Patryk Najgebauer and Tomasz Nowak and Jakub Romanowski and Marcin Gabryel and Rafał Scherer, Properties and structure of fast text search engine in context of semantic image analysis, Springer, Berlin, Heidelberg, 592-599, 2012, Cites: 4
Creating learning sets for control systems using an evolutionary method
Marcin Gabryel and Marcin Woźniak and Robert K Nowicki, Creating learning sets for control systems using an evolutionary method, Springer, Berlin, Heidelberg, 206-213, 2012, Cites: 31
The analysis of properties of insertion sort algorithm for large data sets
Marcin Woźniak and Zbigniew Marszałek and Marcin Gabryel, The analysis of properties of insertion sort algorithm for large data sets, 2012, Cites: 4
Simulation of the characteristics of the ball movement on a beam by the use of genetic algorithm
Marcin Woźniak and Marcin Gabryel and R Nowicki, Simulation of the characteristics of the ball movement on a beam by the use of genetic algorithm, 19--33, 2012, Cites: 0
On learning in a time-varying environment by using a probabilistic neural network and the recursive least squares method
Maciej Jaworski and Marcin Gabryel, On learning in a time-varying environment by using a probabilistic neural network and the recursive least squares method, Springer, Berlin, Heidelberg, 99-110, 2012, Cites: 0
Model of decision support system for ball positioning relative to the center of mobile beam
Marcin Woźniak and Marcin Gabryel and R Nowicki, Model of decision support system for ball positioning relative to the center of mobile beam, 2012, Cites: 1

2010 (2)

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
Evolutionary designing of logic-type fuzzy systems
Marcin Gabryel and Leszek Rutkowski, Evolutionary designing of logic-type fuzzy systems, Springer, Berlin, Heidelberg, 143-148, 2010, Cites: 6

2008 (2)

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
Evolutionary methods for designing neuro-fuzzy modular systems combined by bagging algorithm
Marcin Gabryel and Leszek Rutkowski, Evolutionary methods for designing neuro-fuzzy modular systems combined by bagging algorithm, Springer, Berlin, Heidelberg, 398-404, 2008, Cites: 10

2006 (1)

Evolutionary learning of Mamdani-type neuro-fuzzy systems
Marcin Gabryel and Leszek Rutkowski, Evolutionary learning of Mamdani-type neuro-fuzzy systems, Springer, Berlin, Heidelberg, 354-359, 2006, Cites: 20

2005 (1)

Evolutionary strategies for learning of neuro-fuzzy systems
M Gabryel and K Cpałka and L Rutkowski, Evolutionary strategies for learning of neuro-fuzzy systems, 123, 2005, Cites: 37

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