Tomasz Górecki

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 24

Top Topics

Longest Common Subsequence

Dynamic Time Warping

Regression Method

Discriminant Analysis

Top Venues

Commun. Stat. Simul. Comput.

Publications

Krzysztof Dyczkowski, Bartlomiej Grzelak, Tomasz Górecki, Tomasz Pilka, Aleksandra Sadurska, Barbara Pekala, Adam Lee Owen
Sensor-Based Injury Prediction in Football Using a New Interval-Valued Fuzzy Inference Library. FUZZ (2024)
Tomasz Górecki, Maciej Luczak, Pawel Piasecki
An exhaustive comparison of distance measures in the classification of time series with 1NN method. J. Comput. Sci. 76 (2024)
Slawomir Pioronski, Tomasz Górecki
Predicting Player Performance in Tactical Games with the Lightgbm Algorithm. ICME Workshops (2023)
Slawomir Pioronski, Tomasz Górecki
Spotting Cyber Breaches in IoT Devices. FedCSIS (2023)
Robert Kwiecinski, Agata Filipowska, Tomasz Górecki, Viacheslav Dubrov
Job recommendations: benchmarking of collaborative filtering methods for classifieds. CoRR (2023)
Aleksandra Sadurska, Tomasz Pilka, Bartlomiej Grzelak, Tomasz Górecki, Krzysztof Dyczkowski, Michal Zareba
Fusion of a Fuzzy Rule-Based Method and Other Decision-Making Models in Injury Prediction Problem in Football. FUZZ (2023)
Robert Kwiecinski, Grzegorz Melniczak, Tomasz Górecki
Comparison of Real-Time and Batch Job Recommendations. IEEE Access 11 (2023)
Tomasz Pilka, Bartlomiej Grzelak, Aleksandra Sadurska, Tomasz Górecki, Krzysztof Dyczkowski
Predicting Injuries in Football Based on Data Collected from GPS-Based Wearable Sensors. Sensors 23 (3) (2023)
Marek Niewiarowicz, Andrzej Wicher, Aleksander Sek, Tomasz Górecki
Speech intelligibility deterioration for normal hearing and hearing impaired patients with different types of tinnitus. Speech Commun. 139 (2022)
Slawomir Pioronski, Tomasz Górecki
Using gradient boosting trees to predict the costs of forwarding contracts. FedCSIS (2022)
Robert Kwiecinski, Tomasz Górecki, Agata Filipowska
Learning edge importance in bipartite graph-based recommendations. FedCSIS (2022)
Slawomir Pioronski, Tomasz Górecki
Using GAN to Generate Malicious Samples Suitable for Binary Classifier Training. Big Data (2022)
Lukasz Borchmann, Dawid Jurkiewicz, Filip Gralinski, Tomasz Górecki
Dynamic Boundary Time Warping for sub-sequence matching with few examples. Expert Syst. Appl. 169 (2021)
Lukasz Borchmann, Dawid Jurkiewicz, Filip Gralinski, Tomasz Górecki
Dynamic Boundary Time Warping for Sub-sequence Matching with Few Examples. CoRR (2020)
Tomasz Górecki, Pawel Piasecki
Generalization of the Procrustes coefficient to functional data. Commun. Stat. Simul. Comput. 49 (3) (2020)
Tomasz Górecki, Miroslaw Krzysko, Waldemar Wolynski
Independence test and canonical correlation analysis based on the alignment between kernel matrices for multivariate functional data. Artif. Intell. Rev. 53 (1) (2020)
Tomasz Górecki, Lukasz Smaga
fdANOVA: an R software package for analysis of variance for univariate and multivariate functional data. Comput. Stat. 34 (2) (2019)
Filip Gralinski, Anna Wróblewska, Tomasz Stanislawek, Kamil Grabowski, Tomasz Górecki
GEval: Tool for Debugging NLP Datasets and Models. BlackboxNLP@ACL (2019)
Tomasz Górecki, Maciej Luczak
The influence of the Sakoe-Chiba band size on time series classification. J. Intell. Fuzzy Syst. 36 (1) (2019)
Tomasz Górecki
Classification of time series using combination of DTW and LCSS dissimilarity measures. Commun. Stat. Simul. Comput. 47 (1) (2018)
Tomasz Górecki, Maciej Luczak
Evolutionarily Tuned Generalized Pseudo-Inverse in Linear Discriminant Analysis. Comput. Informatics 35 (3) (2016)
Tomasz Górecki, Lukasz Smaga
A comparison of tests for the one-way ANOVA problem for functional data. Comput. Stat. 30 (4) (2015)
Tomasz Górecki, Miroslaw Krzysko
Regression Methods for Combining Multiple Classifiers. Commun. Stat. Simul. Comput. 44 (3) (2015)
Tomasz Górecki, Maciej Luczak
Multivariate time series classification with parametric derivative dynamic time warping. Expert Syst. Appl. 42 (5) (2015)
Tomasz Górecki, Maciej Luczak
Non-isometric transforms in time series classification using DTW. Knowl. Based Syst. 61 (2014)
Tomasz Górecki
Using derivatives in a longest common subsequence dissimilarity measure for time series classification. Pattern Recognit. Lett. 45 (2014)
Tomasz Górecki, Miroslaw Krzysko, Waldemar Wolynski
Multivariate Functional Regression Analysis with Application to Classification Problems. ECDA (2014)
Tomasz Górecki, Maciej Luczak
First and Second Derivatives in Time Series Classification Using DTW. Commun. Stat. Simul. Comput. 43 (9) (2014)
Tomasz Górecki, Maciej Luczak
Linear discriminant analysis with a generalization of the Moore-Penrose pseudoinverse. Int. J. Appl. Math. Comput. Sci. 23 (2) (2013)
Tomasz Górecki, Maciej Luczak
Using derivatives in time series classification. Data Min. Knowl. Discov. 26 (2) (2013)
Tomasz Górecki, Maciej Luczak
Some Methods of Replacing the Nearest Neighbor Method. Commun. Stat. Simul. Comput. 39 (2) (2010)