Michal Kozielski

According to our database, Michal Kozielski authored at least 35 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Separate-and-conquer survival action rule learning.

Joanna Badura, Marek Hermansa, Michal Kozielski, Marek Sikora, Lukasz Wróbel

Knowl. Based Syst., November, 2023

2022

RuleXAI - A package for rule-based explanations of machine learning model.

Dawid Macha, Michal Kozielski, Lukasz Wróbel, Marek Sikora

SoftwareX, December, 2022

Sensor-Based Predictive Maintenance with Reduction of False Alarms - A Case Study in Heavy Industry.

Marek Hermansa, Michal Kozielski, Marcin Michalak, Krzysztof Szczyrba, Lukasz Wróbel, Marek Sikora

Sensors, 2022

Rule-based approximation of black-box classifiers for tabular data to generate global and local explanations.

Cezary Maszczyk, Michal Kozielski, Marek Sikora

Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022

2020

Classification supporting COVID-19 diagnostics based on patient survey data.

Joanna Henzel, Joanna Tobiasz, Michal Kozielski, Malgorzata Bach, Pawel Foszner, Aleksandra Gruca, Mateusz Kania, Justyna Mika, Anna Papiez, Aleksandra Werner, Joanna Zyla, Jerzy Jaroszewicz, Joanna Polanska, Marek Sikora

CoRR, 2020

2019

Ensembles of Active Adaptive Incremental Classifiers.

Michal Kozielski, Krzysztof Koziel

Proceedings of the Man-Machine Interactions 6, 2019

2018

A framework for learning and embedding multi-sensor forecasting models into a decision support system: A case study of methane concentration in coal mines.

Dominik Slezak, Marek Grzegorowski, Andrzej Janusz, Michal Kozielski, Sinh Hoa Nguyen, Marek Sikora, Sebastian Stawicki, Lukasz Wróbel

Inf. Sci., 2018

Matching a Model to a User - Application of Meta-Learning to LPG Consumption Prediction.

Michal Kozielski, Zbigniew Laskarzewski

Proceedings of the Advances in Intelligent Networking and Collaborative Systems, 2018

2017

Heterogeneous Ensemble of Specialised Models - A Case Study in Stock Market Recommendations.

Michal Kozielski, Katarzyna Dusza, Józef Flakus, Krzysztof Kozlowski, Sebastian Musial, Bartlomiej Szwej

Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

Decision Rule Learning from Stream of Measurements - A Case Study in Methane Hazard Forecasting in Coal Mines.

Michal Kozielski, Pawel Matyszok, Marek Sikora, Lukasz Wróbel

Proceedings of the Man-Machine Interactions 5, 2017

2016

Application of RapidMiner and R Environments to Dangerous Seismic Events Prediction.

Marcin Michalak, Katarzyna Dusza, Dominik Korda, Krzysztof Kozlowski, Bartlomiej Szwej, Michal Kozielski, Marek Sikora, Lukasz Wróbel

Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

A Meta-Learning Approach to Methane Concentration Value Prediction.

Michal Kozielski

Proceedings of the Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge Discovery, 2016

2015

DISESOR - decision support system for mining industry.

Michal Kozielski, Marek Sikora, Lukasz Wróbel

Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

Regression Rule Learning for Methane Forecasting in Coal Mines.

Michal Kozielski, Adam Skowron, Lukasz Wróbel, Marek Sikora

Proceedings of the Beyond Databases, Architectures and Structures, 2015

Integration of Facebook Online Social Network User Profiles into a Knowledgebase.

Wojciech Kijas, Michal Kozielski

Proceedings of the Beyond Databases, Architectures and Structures, 2015

2014

Soft Approach to Identification of Cohesive Clusters in Two Gene Representations.

Michal Kozielski, Aleksandra Gruca

Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014

Towards Unsupervised Learning for Handwriting Recognition.

Michal Kozielski, Malte Nuhn, Patrick Doetsch, Hermann Ney

Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Open-Lexicon Language Modeling Combining Word and Character Levels.

Michal Kozielski, Martin Matysiak, Patrick Doetsch, Ralf Schlüter, Hermann Ney

Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Fast and Robust Training of Recurrent Neural Networks for Offline Handwriting Recognition.

Patrick Doetsch, Michal Kozielski, Hermann Ney

Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Multilingual Off-Line Handwriting Recognition in Real-World Images.

Michal Kozielski, Patrick Doetsch, Mahdi Hamdani, Hermann Ney

Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

The RWTH Large Vocabulary Arabic Handwriting Recognition System.

Mahdi Hamdani, Patrick Doetsch, Michal Kozielski, Amr El-Desoky Mousa, Hermann Ney

Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

Methods of Gene Ontology Term Similarity Analysis in Graph Database Environment.

Lukasz Stypka, Michal Kozielski

Proceedings of the Beyond Databases, Architectures, and Structures, 2014

2013

Improvements in RWTH's System for Off-Line Handwriting Recognition.

Michal Kozielski, Patrick Doetsch, Hermann Ney

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

The Diffusion of Viral Content in Multi-layered Social Networks.

Jaroslaw Jankowski, Michal Kozielski, Wojciech Filipowski, Radoslaw Michalski

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2013

Feature combination and stacking of recurrent and non-recurrent neural networks for LVCSR.

Christian Plahl, Michal Kozielski, Ralf Schlüter, Hermann Ney

Proceedings of the IEEE International Conference on Acoustics, 2013

Open vocabulary handwriting recognition using combined word-level and character-level language models.

Michal Kozielski, David Rybach, Stefan Hahn, Ralf Schlüter, Hermann Ney

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Moment-Based Image Normalization for Handwritten Text Recognition.

Michal Kozielski, Jens Forster, Hermann Ney

Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

Investigating human color harmony preferences using unsupervised machine learning.

Przemyslaw Skurowski, Michal Kozielski

Proceedings of the 6th European Conference on Colour in Graphics, Imaging, and Vision, 2012

Density-based Community Identification and Visualisation.

Michal Kozielski, Wojciech Filipowski, Dominik Popowicz, Lukasz Warchal

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

2011

Evaluation of Semantic Term and Gene Similarity Measures.

Michal Kozielski, Aleksandra Gruca

Proceedings of the Pattern Recognition and Machine Intelligence, 2011

Correlation of Genes Similarity Measures Based on GO Terms Similarity and Gene Expression Values.

Aleksandra Gruca, Michal Kozielski

Proceedings of the Man-Machine Interactions 2, 2011

Ask Friends for Help: A Collaborative Query Answering System.

Dominik Popowicz, Piotr Bródka, Przemyslaw Kazienko, Michal Kozielski

Proceedings of the Cooperative Design, Visualization, and Engineering, 2011

2009

Fuzzy Clustering and Gene Ontology Based Decision Rules for Identification and Description of Gene Groups.

Aleksandra Gruca, Michal Kozielski, Marek Sikora

Proceedings of the Man-Machine Interactions, 2009

2007

Multilevel Conditional Fuzzy C-Means Clustering of XML Documents.

Michal Kozielski

Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007

2006

Improving the Results and Performance of Clustering Bit-encoded XML Documents.

Michal Kozielski

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006