The G-PM Tool for Grid-Oriented Performance Analysis. - Marian Bubak; Wlodzimierz Funika; Roland Wismüller; Tomasz Arodz; Marcin Kurdziel (European Across Grids Conference, 2003)

Support for User-Defined Metrics in the Online Performance Analysis Tool G-PM. - Roland Wismüller; Marian Bubak; Wlodzimierz Funika; Tomasz Arodz; Marcin Kurdziel (European Across Grids Conference, 2004)

Performance Measurement Model in the G-PM Tool. - Roland Wismüller; Marian Bubak; Wlodzimierz Funika; Tomasz Arodz; Marcin Kurdziel (International Conference on Computational Science, 2004)

Performance Evaluation and Monitoring of Interactive Grid Applications. - Bartosz Balis; Marian Bubak; Wlodzimierz Funika; Roland Wismüller; Marcin Radecki; Tomasz Szepieniec; Tomasz Arodz; Marcin Kurdziel (PVM/MPI, 2004)

Grid environment for on-line application monitoring and performance analysis. - Bartosz Balis; Marian Bubak; Wlodzimierz Funika; Roland Wismüller; Marcin Radecki; Tomasz Szepieniec; Tomasz Arodz; Marcin Kurdziel (Sci. Program., 2004)

Recognition of Subtle Microcalcifications in High-Resolution Mammograms. - Krzysztof Boryczko; Marcin Kurdziel (CORES, 2005)

Visual Exploration of Multidimensional Feature Space of Biological Data. - Tomasz Arodz; Krzysztof Boryczko; Witold Dzwinel; Marcin Kurdziel; David A. Yuen (IEEE Visualization, 2005)

Pattern recognition techniques for automatic detection of suspicious-looking anomalies in mammograms. - Tomasz Arodz; Marcin Kurdziel; Erik O. D. Sevre; David A. Yuen (Comput. Methods Programs Biomed., 2005)

Computer-based methods for breast cancer detection in mammograms. - Witold Dzwinel; Krzysztof Boryczko; Tomasz Arodz; Marcin Kurdziel (Bio Algorithms Med Syst., 2006)

Detection of clustered microcalcifications in small field digital mammography. - Tomasz Arodz; Marcin Kurdziel; Tadeusz J. Popiela; Erik O. D. Sevre; David A. Yuen (Comput. Methods Programs Biomed., 2006)

Detecting Clusters of Microcalcifications in High-Resolution Mammograms Using Support Vector Machines. - Marcin Kurdziel; Krzysztof Boryczko; David A. Yuen (Bio Algorithms Med Syst., 2007)

Approximate Clustering of Noisy Biomedical Data. - Krzysztof Boryczko; Marcin Kurdziel (ICCS (1), 2008)

Dense Affinity Propagation on Clusters of GPUs. - Marcin Kurdziel; Krzysztof Boryczko (PPAM (1), 2011)

Finding exemplars in dense data with affinity propagation on clusters of GPUs. - Marcin Kurdziel; Krzysztof Boryczko (Concurr. Comput. Pract. Exp., 2013)

Implementing Deep Learning Algorithms on Graphics Processor Units. - Karol Grzegorczyk; Marcin Kurdziel; Piotr Iwo Wójcik (PPAM (1), 2015)

Effects of Sparse Initialization in Deep Belief Networks. - Karol Grzegorczyk; Marcin Kurdziel; Piotr Iwo Wójcik (Comput. Sci., 2015)

Encouraging orthogonality between weight vectors in pretrained deep neural networks. - Karol Grzegorczyk; Marcin Kurdziel; Piotr Iwo Wójcik (Neurocomputing, 2016)

Random projection initialization for deep neural networks. - Piotr Iwo Wójcik; Marcin Kurdziel (ESANN, 2017)

Binary Paragraph Vectors. - Karol Grzegorczyk; Marcin Kurdziel (Rep4NLP@ACL, 2017)

Disambiguated skip-gram model. - Karol Grzegorczyk; Marcin Kurdziel (EMNLP, 2018)

Driver Profiling by Using LSTM Networks with Kalman Filtering. - Adrian Klusek; Marcin Kurdziel; Mateusz Paciorek; Piotr Wawryka; Wojciech Turek (Intelligent Vehicles Symposium, 2018)

Active Safety for Individual and Connected Vehicles using Mobile Phone Only. - Mateusz Paciorek; Piotr Wawryka; Adrian Klusek; Przemyslaw Kalawski; Michal Kosowski; Andrzej Piechowicz; Julia Plewa; Marek Powroznik; Michal Sledz; Aleksander Byrski; Marcin Kurdziel; Wojciech Turek (MoMM, 2019)

Training neural networks on high-dimensional data using random projection. - Piotr Iwo Wójcik; Marcin Kurdziel (Pattern Anal. Appl., 2019)

Neighbor-rank densities for non-metric data. - Marcin Kurdziel; Krzysztof Boryczko (Pattern Recognit. Lett., 2019)

A Bayesian Nonparametrics View into Deep Representations. - Michal Jamroz 002; Marcin Kurdziel; Mateusz Opala (NeurIPS, 2020)

Monte Carlo Winning Tickets. - Rafal Wojciech Grzeszczuk; Marcin Kurdziel (ICCS (2), 2021)

Effective Car Collision Detection with Mobile Phone Only. - Mateusz Paciorek; Adrian Klusek; Piotr Wawryka; Michal Kosowski; Andrzej Piechowicz; Julia Plewa; Marek Powroznik; Wojciech Wach; Bartosz Rakoczy; Aleksander Byrski; Marcin Kurdziel; Wojciech Turek (ICCS (6), 2021)

Prediction of the Facial Growth Direction: Regression Perspective. - Stanislaw Kazmierczak; Zofia Juszka; Rafal Wojciech Grzeszczuk; Marcin Kurdziel; Vaska Vandevska-Radunovic; Piotr Fudalej; Jacek Mandziuk (ICONIP (7), 2022)

Neural Representations Reveal Distinct Modes of Class Fitting in Residual Convolutional Networks. - Michal Jamroz 002; Marcin Kurdziel (AAAI, 2023)

Incident Detection with Pruned Residual Multilayer Perceptron Networks. - Mohamad Soubra; Marek Kisiel-Dorohinicki; Marcin Kurdziel; Marek Zachara (FedCSIS, 2023)

Learning Real-Life Approval Elections. - Piotr Faliszewski; Lukasz Janeczko; Andrzej Kaczmarczyk 001; Marcin Kurdziel; Grzegorz Pierczynski; Stanislaw Szufa (AAMAS, 2025)