
Contact:
Position:
Assistant Professor
Research teams:
Struktury i metody uczenia sieci neuronowych
Nowe systemy głębokiego uczenia i ich zastosowania
Classes:
Interaktywna grafika i prezentacja danych lab
Programowanie obiektowe lab
Programowanie obiektowe wyk
Sztuczna inteligencja lab
Sztuczna inteligencja wyk
PhD Eng
Marcin Gabryel
Papers (60)
2021 (2)
Marcin Gabryel and Milan Kocić, Application of a Neural Network to Generate the Hash Code for a Device Fingerprint. (0)
Application of a Neural Network to Generate the Hash Code for a Device Fingerprint
, Application of a Neural Network to Generate the Hash Code for a Device Fingerprint, Springer, Cham, 456-463, 2021, Cites: 0
Marcin Gabryel and Milan Kocić, Fingerprint Device Parameter Stability Analysis. (0)
Fingerprint Device Parameter Stability Analysis
, Fingerprint Device Parameter Stability Analysis, Springer, Cham, 464-472, 2021, Cites: 02020 (3)
Marcin Gabryel and Krzysztof Przybyszewski, Methods of Searching for Similar Device Fingerprints Using Changes in Unstable Parameters. (0)
Methods of Searching for Similar Device Fingerprints Using Changes in Unstable Parameters
, Methods of Searching for Similar Device Fingerprints Using Changes in Unstable Parameters, Springer, Cham, 325-335, 2020, Cites: 0
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. (35)
Pearson Correlation-Based Feature Selection for Document Classification Using Balanced Training
, Pearson Correlation-Based Feature Selection for Document Classification Using Balanced Training, Multidisciplinary Digital Publishing Institute, 6793, 2020, Cites: 35
Marcin Gabryel and Konrad Grzanek and Yoichi Hayashi, Browser fingerprint coding methods increasing the effectiveness of user identification in the web traffic. (12)
Browser fingerprint coding methods increasing the effectiveness of user identification in the web traffic
, Browser fingerprint coding methods increasing the effectiveness of user identification in the web traffic, 2020, Cites: 122019 (1)
Marcin Gabryel and Krzysztof Przybyszewski, The dynamically modified BoW algorithm used in assessing clicks in online ads. (5)
The dynamically modified BoW algorithm used in assessing clicks in online ads
, The dynamically modified BoW algorithm used in assessing clicks in online ads, Springer, Cham, 350-360, 2019, Cites: 52018 (3)
Marcin Gabryel, The Bag-of-Words Method with Different Types of Image Features and Dictionary Analysis.. (19)
The Bag-of-Words Method with Different Types of Image Features and Dictionary Analysis.
, The Bag-of-Words Method with Different Types of Image Features and Dictionary Analysis., 357-371, 2018, Cites: 19
Marcin Gabryel and Robertas Damaševičius and Krzysztof Przybyszewski, Application of the bag-of-words algorithm in classification the quality of sales leads. (8)
Application of the bag-of-words algorithm in classification the quality of sales leads
, Application of the bag-of-words algorithm in classification the quality of sales leads, Springer, Cham, 615-622, 2018, Cites: 8
Marcin Gabryel, Data analysis algorithm for click fraud recognition. (17)
Data analysis algorithm for click fraud recognition
, Data analysis algorithm for click fraud recognition, Springer, Cham, 437-446, 2018, Cites: 172017 (6)
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. (2)
Environment scene classification based on images using bag-of-words
, Environment scene classification based on images using bag-of-words, Springer, Cham, 281-303, 2017, Cites: 2
Marcin Gabryel, The bag-of-words methods with pareto-fronts for similar image retrieval. (4)
The bag-of-words methods with pareto-fronts for similar image retrieval
, The bag-of-words methods with pareto-fronts for similar image retrieval, Springer, Cham, 374-384, 2017, Cites: 4
Marcin Gabryel and Robertas Damaševičius, The image classification with different types of image features. (32)
The image classification with different types of image features
, The image classification with different types of image features, Springer, Cham, 497-506, 2017, Cites: 32
Marcin Gabryel and Giacomo Capizzi, The bag-of-words method with dictionary analysis by evolutionary algorithm. (6)
The bag-of-words method with dictionary analysis by evolutionary algorithm
, The bag-of-words method with dictionary analysis by evolutionary algorithm, Springer, Cham, 43-51, 2017, Cites: 6
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.. (5)
Environment Recognition based on Images using Bag-of-Words.
, Environment Recognition based on Images using Bag-of-Words., 166-176, 2017, Cites: 5
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. (3)
Detection of saliency map as image feature outliers using random projections based method
, Detection of saliency map as image feature outliers using random projections based method, IEEE, 85-90, 2017, Cites: 32016 (9)
Marcin Wo'zniak and Zbigniew Marszalek and Marcin Gabryel and Robert K Nowicki, Preprocessing Large Data Sets by the Use of Quick Sort Algorithm. (0)
Preprocessing Large Data Sets by the Use of Quick Sort Algorithm
, Preprocessing Large Data Sets by the Use of Quick Sort Algorithm, 111-121, 2016, Cites: 0
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. (1)
On the Application of Orthogonal Series Density Estimation for Image Classification Based on Feature Description
, On the Application of Orthogonal Series Density Estimation for Image Classification Based on Feature Description, Springer, Cham, 529-540, 2016, Cites: 1
Marcin Gabryel, A bag-of-features algorithm for applications using a NoSQL database. (16)
A bag-of-features algorithm for applications using a NoSQL database
, A bag-of-features algorithm for applications using a NoSQL database, Springer, Cham, 332-343, 2016, Cites: 16
Rafał Grycuk and Marcin Gabryel and Magdalena Scherer and Sviatoslav Voloshynovskiy, Image descriptor based on edge detection and crawler algorithm. (10)
Image descriptor based on edge detection and crawler algorithm
, Image descriptor based on edge detection and crawler algorithm, Springer, Cham, 647-659, 2016, Cites: 10
Marcin Woźniak and Zbigniew Marszałek and Marcin Gabryel and Robert K Nowicki, Preprocessing large data sets by the use of quick sort algorithm. (28)
Preprocessing large data sets by the use of quick sort algorithm
, Preprocessing large data sets by the use of quick sort algorithm, Springer, Cham, 111-121, 2016, Cites: 28
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. (18)
An application of firefly algorithm to position traffic in NoSQL database systems
, An application of firefly algorithm to position traffic in NoSQL database systems, Springer, Cham, 259-272, 2016, Cites: 18
Marcin Gabryel, The bag-of-features algorithm for practical applications using the MySQL database. (18)
The bag-of-features algorithm for practical applications using the MySQL database
, The bag-of-features algorithm for practical applications using the MySQL database, Springer, Cham, 635-646, 2016, Cites: 18
Rafał Grycuk and Marcin Gabryel and Robert Nowicki and Rafał Scherer, Content-based image retrieval optimization by differential evolution. (18)
Content-based image retrieval optimization by differential evolution
, Content-based image retrieval optimization by differential evolution, IEEE, 86-93, 2016, Cites: 18
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. (9)
Transient Solution for Queueing Delay Distribution in the GI/M/1/K-type Mode with “Queued” Waking up and Balking
, 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: 92015 (7)
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. (7)
On the application of fourier series density estimation for image classification based on feature description
, On the application of fourier series density estimation for image classification based on feature description, 2015, Cites: 7
Rafał Grycuk and Rafał Scherer and Marcin Gabryel, New image descriptor from edge detector and blob extractor. (12)
New image descriptor from edge detector and blob extractor
, New image descriptor from edge detector and blob extractor, 31--39, 2015, Cites: 12
Marcin Gabryel and Rafał Grycuk and Marcin Korytkowski and Taras Holotyak, Image indexing and retrieval using GSOM algorithm. (17)
Image indexing and retrieval using GSOM algorithm
, Image indexing and retrieval using GSOM algorithm, Springer, Cham, 706-714, 2015, Cites: 17
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. (23)
Multi-layer architecture for storing visual data based on WCF and microsoft SQL server database
, Multi-layer architecture for storing visual data based on WCF and microsoft SQL server database, Springer, Cham, 715-726, 2015, Cites: 23
Marcin Gabryel and Marcin Woźniak and Robertas Damaševičius, An application of differential evolution to positioning queueing systems. (24)
An application of differential evolution to positioning queueing systems
, An application of differential evolution to positioning queueing systems, Springer, Cham, 379-390, 2015, Cites: 24
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?. (32)
Can we process 2d images using artificial bee colony?
, Can we process 2d images using artificial bee colony?, Springer, Cham, 660-671, 2015, Cites: 32
Patryk Najgebauer and Marcin Gabryel and Marcin Korytkowski and Rafa l Scherer, Tree representation of image key point descriptors. (1)
Tree representation of image key point descriptors
, Tree representation of image key point descriptors, 2015, Cites: 12014 (8)
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. (38)
On applying evolutionary computation methods to optimization of vacation cycle costs in finite-buffer queue
, On applying evolutionary computation methods to optimization of vacation cycle costs in finite-buffer queue, Springer, Cham, 480-491, 2014, Cites: 38
Rafał Grycuk and Marcin Gabryel and Marcin Korytkowski and Rafał Scherer, Content-based image indexing by data clustering and inverse document frequency. (31)
Content-based image indexing by data clustering and inverse document frequency
, Content-based image indexing by data clustering and inverse document frequency, Springer, Cham, 374-383, 2014, Cites: 31
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. (39)
From single image to list of objects based on edge and blob detection
, From single image to list of objects based on edge and blob detection, Springer, Cham, 605-615, 2014, Cites: 39
Sohrab Ferdowsi and Sviatoslav Voloshynovskiy and Marcin Gabryel and Marcin Korytkowski, Multi-class Classification: A Coding Based Space Partitioning. (3)
Multi-class Classification: A Coding Based Space Partitioning
, Multi-class Classification: A Coding Based Space Partitioning, Springer, Cham, 593-604, 2014, Cites: 3
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. (6)
Spatial keypoint representation for visual object retrieval
, Spatial keypoint representation for visual object retrieval, Springer, Cham, 639-650, 2014, Cites: 6
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. (4)
A novel approach to position traffic in nosql database systems by the use of firefly algorithm
, A novel approach to position traffic in nosql database systems by the use of firefly algorithm, 2014, Cites: 4
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. (49)
A finite-buffer queue with a single vacation policy: An analytical study with evolutionary positioning
, A finite-buffer queue with a single vacation policy: An analytical study with evolutionary positioning, 2014, Cites: 49
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. (6)
Content-based image retrieval by dictionary of local feature descriptors
, Content-based image retrieval by dictionary of local feature descriptors, IEEE, 512-517, 2014, Cites: 62013 (7)
Marcin Woźniak and Zbigniew Marszałek and Marcin Gabryel and Robert K Nowicki, Modified merge sort algorithm for large scale data sets. (35)
Modified merge sort algorithm for large scale data sets
, Modified merge sort algorithm for large scale data sets, Springer, Berlin, Heidelberg, 612-622, 2013, Cites: 35
Marcin Gabryel and Marcin Korytkowski and Rafał Scherer and Leszek Rutkowski, Object detection by simple fuzzy classifiers generated by boosting. (26)
Object detection by simple fuzzy classifiers generated by boosting
, Object detection by simple fuzzy classifiers generated by boosting, Springer, Berlin, Heidelberg, 540-547, 2013, Cites: 26
M Woźniak and Z Marszałek and M Gabryel and RK Nowicki, On quick sort algorithm performance for large data sets. (10)
On quick sort algorithm performance for large data sets
, On quick sort algorithm performance for large data sets, 7-9, 2013, Cites: 10
Tomasz Nowak and Marcin Gabryel and Marcin Korytkowski and Rafał Scherer, Comparing images based on histograms of local interest points. (3)
Comparing images based on histograms of local interest points
, Comparing images based on histograms of local interest points, Springer, Berlin, Heidelberg, 423-432, 2013, Cites: 3
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. (33)
Genetic cost optimization of the GI/M/1/N finite-buffer queue with a single vacation policy
, 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
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. (14)
Improved digital image segmentation based on stereo vision and mean shift algorithm
, Improved digital image segmentation based on stereo vision and mean shift algorithm, Springer, Berlin, Heidelberg, 433-443, 2013, Cites: 14
M Woźniak and Z Marszałek and M Gabryel and RK Nowicki, Triple heap sort algorithm for large data sets. (14)
Triple heap sort algorithm for large data sets
, Triple heap sort algorithm for large data sets, 657-665, 2013, Cites: 142012 (6)
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. (4)
Properties and structure of fast text search engine in context of semantic image analysis
, Properties and structure of fast text search engine in context of semantic image analysis, Springer, Berlin, Heidelberg, 592-599, 2012, Cites: 4
Marcin Gabryel and Marcin Woźniak and Robert K Nowicki, Creating learning sets for control systems using an evolutionary method. (31)
Creating learning sets for control systems using an evolutionary method
, Creating learning sets for control systems using an evolutionary method, Springer, Berlin, Heidelberg, 206-213, 2012, Cites: 31
Marcin Woźniak and Zbigniew Marszałek and Marcin Gabryel, The analysis of properties of insertion sort algorithm for large data sets. (4)
The analysis of properties of insertion sort algorithm for large data sets
, The analysis of properties of insertion sort algorithm for large data sets, 2012, Cites: 4
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. (0)
Simulation of the characteristics of the ball movement on a beam by the use of genetic algorithm
, Simulation of the characteristics of the ball movement on a beam by the use of genetic algorithm, 19--33, 2012, Cites: 0
Maciej Jaworski and Marcin Gabryel, On learning in a time-varying environment by using a probabilistic neural network and the recursive least squares method. (0)
On learning in a time-varying environment by using a probabilistic neural network and the recursive least squares method
, 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
Marcin Woźniak and Marcin Gabryel and R Nowicki, Model of decision support system for ball positioning relative to the center of mobile beam. (1)
Model of decision support system for ball positioning relative to the center of mobile beam
, Model of decision support system for ball positioning relative to the center of mobile beam, 2012, Cites: 12010 (2)
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. (3)
Evolutionary learning for neuro-fuzzy ensembles with generalized parametric triangular norms
, Evolutionary learning for neuro-fuzzy ensembles with generalized parametric triangular norms, Springer, Berlin, Heidelberg, 74-79, 2010, Cites: 3
Marcin Gabryel and Leszek Rutkowski, Evolutionary designing of logic-type fuzzy systems. (6)
Evolutionary designing of logic-type fuzzy systems
, Evolutionary designing of logic-type fuzzy systems, Springer, Berlin, Heidelberg, 143-148, 2010, Cites: 62008 (2)
Marcin Korytkowski and Marcin Gabryel and Leszek Rutkowski and Stanislaw Drozda, Evolutionary methods to create interpretable modular system. (13)
Evolutionary methods to create interpretable modular system
, Evolutionary methods to create interpretable modular system, Springer, Berlin, Heidelberg, 405-413, 2008, Cites: 13
Marcin Gabryel and Leszek Rutkowski, Evolutionary methods for designing neuro-fuzzy modular systems combined by bagging algorithm. (10)
Evolutionary methods for designing neuro-fuzzy modular systems combined by bagging algorithm
, Evolutionary methods for designing neuro-fuzzy modular systems combined by bagging algorithm, Springer, Berlin, Heidelberg, 398-404, 2008, Cites: 102006 (1)
Marcin Gabryel and Leszek Rutkowski, Evolutionary learning of Mamdani-type neuro-fuzzy systems. (20)
Evolutionary learning of Mamdani-type neuro-fuzzy systems
, Evolutionary learning of Mamdani-type neuro-fuzzy systems, Springer, Berlin, Heidelberg, 354-359, 2006, Cites: 202005 (1)
M Gabryel and K Cpałka and L Rutkowski, Evolutionary strategies for learning of neuro-fuzzy systems. (37)
Evolutionary strategies for learning of neuro-fuzzy systems
, Evolutionary strategies for learning of neuro-fuzzy systems, 123, 2005, Cites: 372004 (1)
Marcin Korytkowski and Marcin Gabryel and Robert Nowicki and Rafał Scherer, Genetic algorithm for database indexing. (4)
Genetic algorithm for database indexing
, Genetic algorithm for database indexing, Springer, Berlin, Heidelberg, 1142-1147, 2004, Cites: 42003 (1)
Marcin Korytkowski and Marcin Gabryel and Adam Gaweda, Recursive probabilistic neural networks. (4)