Piotr Przymus -
Lightweight compression algorithms for database systems supported by GPU devices.
Piotr Przymus, Krzysztof Kaczmarski, Paweł Rzążewski
Poster at: Programming and Tuning Massively Parallel Systems summer school (PUMPS), Barcelona, 2014.Best Poster Award of PUMPS 2014 -
Improving Efficiency of Data Intensive Applications on GPU Using Lightweight Compression
Przymus, Piotr and Kaczmarski, Krzysztof
Poster at: On the Move to Meaningful Internet Systems Academy, 2012. -
Recurrence plot analysis of time series derived from observations of Dreissena polymorpha
Przymus, Piotr and Rykaczewski, Krzysztof
Poster at: European Conference on Mathematical and Theoretical Biology, 2011. -
Extraction and detection of freshwater mussels behaviours, using wavelets and kernel methods
Przymus, Piotr and Rykaczewski, Krzysztof
Poster at: European Conference on Mathematical and Theoretical Biology, 2011.
-
The Secret Life of CVEs
Piotr Przymus, Mikołaj Fejzer, Jakub Narębski, Krzysztof Stencel
The 20th International Conference on Mining Software Repositories will be held on May 15-16, 2023, in Melbourne, Australia. -
Applications of machine learning in human microbiome studies: a review on feature selection, biomarker identification, disease prediction and treatment
Krzysztof Kaczmarski, Jakub Narębski, Stanisław Piotrowski, Piotr Przymus
2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA),13- 16 October 2022 -
Applications of machine learning in human microbiome studies: a review on feature selection, biomarker identification, disease prediction and treatment
Laura Judith Marcos-Zambrano, Kanita Karaduzovic-Hadziabdic, Tatjana Loncar Turukalo, Piotr Przymus, Vladimir Trajkovik, Oliver Aasmets, Magali Berland, Aleksandra Gruca, Jasminka Hasic, Karel Hron, Thomas Klammsteiner, Mikhail Kolev, Leo Lahti, Marta B Lopes, Victor Moreno, Irina Naskinova, Elin Org, Inês Paciência, Georgios Papoutsoglou, Rajesh Shigdel, Blaz Stres, Baiba Vilne, Malik Yousef, Eftim Zdravevski, Ioannis Tsamardinos, Enrique Carrillo de Santa Pau, Marcus J Claesson, Isabel Moreno-Indias, Jaak Truu
Frontiers in Microbiology, 2021 -
Statistical and machine learning techniques in human microbiome studies: contemporary challenges and solutions
Isabel Moreno-Indias, Leo Lahti, Miroslava Nedyalkova, Ilze Elbere, Gennady Roshchupkin, Muhamed Adilovic, Onder Aydemir, Burcu Bakir-Gungor, Enrique Carrillo-de Santa Pau, Domenica D’Elia, Mahesh S Desai, Laurent Falquet, Aycan Gundogdu, Karel Hron, Thomas Klammsteiner, Marta B Lopes, Laura Judith Marcos-Zambrano, Cláudia Marques, Michael Mason, Patrick May, Lejla Pašić, Gianvito Pio, Sándor Pongor, Vasilis J Promponas, Piotr Przymus, Julio Saez-Rodriguez, Alexia Sampri, Rajesh Shigdel, Blaz Stres, Ramona Suharoschi, Jaak Truu, Ciprian-Octavian Truică, Baiba Vilne, Dimitrios Vlachakis, Ercument Yilmaz, Georg Zeller, Aldert L Zomer, David Gómez-Cabrero, Marcus J Claesson
Frontiers in Microbiology, 2021 -
GFSM: a Feature Selection Method for Improving Time Series Forecasting
Youssef Hmamouche, Piotr Przymus, Alain Casali, Lotfi Lakhal
International Journal on Advances in Systems and Measurements, vol 10 no 3 & 4, year 2017 -
Improving Multivariate Time Series Forecasting with Random Walks with Restarts on Causality Graphs
Piotr Przymus, Youssef Hmamouche, Alain Casali, Lotfi Lakhal
Workshop on Big Data & Data Science in Retail, ICDM 2017: IEEE International Conference on DATA MINING 2017 -
Finding Relevant Multivariate Models for Multi-plant Photovoltaic Energy Forecasting
Youssef Hmamouche, Piotr Przymus, Lotfi Lakhal, Alain Casali
DC@PKDD/ECML 2017 -
Profile based recommendation of code reviewers
Fejzer, Mikołaj and Przymus, Piotr and Stencel, Krzysztof
Journal of Intelligent Information Systems, 15 August 2017 -
Fixed length lightweight compression for GPU revised
Kaczmarski, Krzysztof and Przymus, Piotr
Journal of Parallel and Distributed Computing, Volume 107, September 2017, Pages 19-36 -
Improving High-Performance GPU Graph Traversal with Compression
Kaczmarski, Krzysztof and Przymus, Piotr and Rzążewski, Paweł
New Trends in Database and Information Systems II, 201–214, Springer, 2015. -
Compression Planner for Time Series Database with GPU Support
Przymus, Piotr and Kaczmarski, Krzysztof
Transactions on Large-Scale Data-and Knowledge-Centered Systems XV, 36–63, Springer, 2014. -
A Bi-objective Optimization Framework for Heterogeneous CPU/GPU Query Plans
Przymus, Piotr and Kaczmarski, Krzysztof and Stencel, Krzysztof
Fundam. Inform., 135, 483–501, 2014.Extended version of previous article from CS&P 2013. -
Zebra mussels' behaviour detection, extraction and classification using wavelets and kernel methods
Przymus, Piotr and Rykaczewski, Krzysztof and Wiśniewski, Ryszard
Future Generation Computer Systems, 33, 81–89, 2014.Extended version of previous article. -
Time Series Queries Processing with GPU support
Przymus, Piotr and Kaczmarski, Krzysztof
New Trends in Databases and Information Systems, 17th East-European Conference on Advances in Databases and Information Systems September 1–4, 2013, Genoa, Italy, 2013. -
Dynamic compression strategy for time series database using GPU
Przymus, Piotr and Kaczmarski, Krzysztof
New Trends in Databases and Information Systems, 17th East-European Conference on Advances in Databases and Information Systems September 1–4, 2013, Genoa, Italy, 2013. -
A bi-objective optimization framework for heterogeneous CPU/GPU query plans
Przymus, Piotr and Kaczmarski, Krzysztof and Stencel, Krzysztof
CS&P 2013 Concurrency, Specification and Programming, Proceedings of the 22nd International Workshop on Concurrency, Specification and Programming, 2013. -
Improving Efficiency of Data Intensive Applications on GPU Using Lightweight Compression
Przymus, Piotr and Kaczmarski, Krzysztof
On the Move to Meaningful Internet Systems: OTM 2012 Workshops, Lecture Notes in Computer Science, 7567, 3–12, Springer Berlin Heidelberg, 2012. -
Application of wavelets and kernel methods to detection and extraction of behaviours of freshwater mussels
Przymus, Piotr and Rykaczewski, Krzysztof and Wiśniewski, Ryszard
Future Generation Information Technology, 43–54, Springer, 2011.Best Paper Award of Future Generation Information Technology, Jeju Island, South Korea, 2011. -
Recursive query facilities in relational databases: a survey
Przymus, Piotr and Boniewicz, Aleksandra and Burzańska, Marta and Stencel, Krzysztof
Database Theory and Application, Bio-Science and Bio-Technology, 89–99, Springer, 2010.