Dominik Zurek

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 22

Top Topics

Kernel Principal Component Analysis

Anomaly Detection

Multivariate Time Series

Top Venues

J. Comput. Sci.

Comput. Informatics

Publications

Marcin Pietron, Dominik Zurek, Kamil Faber, Roberto Corizzo
Towards Efficient Deep Autoencoders for Multivariate Time Series Anomaly Detection. ICCS (3) (2024)
Marcin Pietron, Dominik Zurek, Kamil Faber, Roberto Corizzo
AD-NEv++ : The multi-architecture neuroevolution-based multivariate anomaly detection framework. CoRR (2024)
Marcin Pietron, Dominik Zurek, Kamil Faber, Roberto Corizzo, Anna Wójcik
AD-NEv++ - The multi-architecture neuroevolution-based multivariate anomaly detection framework. GECCO Companion (2024)
Marcin Pietron, Dominik Zurek, Kamil Faber, Roberto Corizzo
Towards efficient deep autoencoders for multivariate time series anomaly detection. CoRR (2024)
Kamil Faber, Dominik Zurek, Marcin Pietron, Nathalie Japkowicz, Antonio Vergari, Roberto Corizzo
From MNIST to ImageNet and Back: Benchmarking Continual Curriculum Learning. CoRR (2023)
Marcin Pietron, Dominik Zurek, Bartlomiej Sniezynski
Speedup deep learning models on GPU by taking advantage of efficient unstructured pruning and bit-width reduction. J. Comput. Sci. 67 (2023)
Marcin Pietron, Dominik Zurek, Kamil Faber, Roberto Corizzo
Ada-QPacknet - adaptive pruning with bit width reduction as an efficient continual learning method without forgetting. CoRR (2023)
Dominik Zurek, Roberto Corizzo, Michal Karwatowski, Marcin Pietron, Kamil Faber
Transformed-*: A domain-incremental lifelong learning scenario generation framework. IJCNN (2023)
Marcin Pietron, Dominik Zurek, Kamil Faber, Roberto Corizzo
AD-NEV: A Scalable Multi-level Neuroevolution Framework for Multivariate Anomaly Detection. CoRR (2023)
Marcin Pietron, Dominik Zurek, Kamil Faber, Roberto Corizzo
Ada-QPacknet - Multi-Task Forget-Free Continual Learning with Quantization Driven Adaptive Pruning. ECAI (2023)
Dominik Zurek, Marcin Pietron, Kamil Pietak, Marek Kisiel-Dorohinicki
A Deep Neural Network as a TABU Support in Solving LABS Problem. ICCS (1) (2022)
Dominik Zurek, Kamil Pietak, Marcin Pietron, Marek Kisiel-Dorohinicki
New Variants of SDLS Algorithm for LABS Problem Dedicated to GPGPU Architectures. ICCS (1) (2021)
Marcin Pietron, Dominik Zurek
Speedup deep learning models on GPU by taking advantage of efficient unstructured pruning and bit-width reduction. CoRR (2021)
Dominik Zurek, Marcin Pietron, Kazimierz Wiatr
Accelerating Deep Convolutional Neural on GPGPU. SAI (2) (2021)
Kamil Faber, Dominik Zurek, Marcin Pietron, Kamil Pietak
Ensemble neuroevolution based approach for multivariate time series anomaly detection. CoRR (2021)
Kamil Faber, Marcin Pietron, Dominik Zurek
Ensemble Neuroevolution-Based Approach for Multivariate Time Series Anomaly Detection. Entropy 23 (11) (2021)
Marcin Pietron, Dominik Zurek, Kamil Faber
Fast and scalable neuroevolution deep learning architecture search for multivariate anomaly detection. CoRR (2021)
Dominik Zurek, Marcin Pietron
Training with reduced precision of a support vector machine model for text classification. CoRR (2020)
Marcin Pietron, Dominik Zurek
When deep learning models on GPU can be accelerated by taking advantage of unstructured sparsity. CoRR (2020)
Kamil Pietak, Dominik Zurek, Marcin Pietron, Andrzej Dymara, Marek Kisiel-Dorohinicki
Striving for performance of discrete optimisation via memetic agent-based systems in a hybrid CPU/GPU environment. J. Comput. Sci. 31 (2019)
Dominik Zurek, Kamil Pietak, Marcin Pietron, Marek Kisiel-Dorohinicki
Toward hybrid platform for evolutionary computations of hard discrete problems. ICCS (2017)
Maciej Wielgosz, Pawel Szczepka, Pawel Russek, Ernest Jamro, Kazimierz Wiatr, Marcin Pietron, Dominik Zurek
Evaluation and Implementation of n-Gram-Based Algorithm for Fast Text Comparison. Comput. Informatics 36 (4) (2017)
Krzysztof Adamiak, Dominik Zurek, Krzysztof Slot
Liveness detection in remote biometrics based on gaze direction estimation. FedCSIS (2015)
Krzysztof Adamiak, Piotr Duch, Dominik Zurek, Krzysztof Slot
Modifications of most expressive feature reordering criteria for supervised kernel Principal Component Analysis. CYBCONF (2015)
Dominik Zurek, Marcin Pietron, Maciej Wielgosz, Kazimierz Wiatr
Comparison of Hybrid Sorting Algorithms Implemented on Different Parallel Hardware Platforms. Comput. Sci. 14 (4) (2013)
Marcin Pietron, Maciej Wielgosz, Dominik Zurek, Ernest Jamro, Kazimierz Wiatr
Comparison of GPU and FPGA Implementation of SVM Algorithm for Fast Image Segmentation. ARCS (2013)