Michal Kozielski

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 13

Top Topics

Decision Support

Handwriting Recognition

Top Venues

Publications

Michal Kozielski, Marek Sikora, Lukasz Wawrowski
Towards consistency of rule-based explainer and black box model - fusion of rule induction and XAI-based feature importance. CoRR (2024)
Joanna Badura, Marek Hermansa, Michal Kozielski, Marek Sikora, Lukasz Wróbel
Separate-and-conquer survival action rule learning. Knowl. Based Syst. 280 (2023)
Dawid Macha, Michal Kozielski, Lukasz Wróbel, Marek Sikora
RuleXAI - A package for rule-based explanations of machine learning model. SoftwareX 20 (2022)
Cezary Maszczyk, Michal Kozielski, Marek Sikora
Rule-based approximation of black-box classifiers for tabular data to generate global and local explanations. FedCSIS (2022)
Marek Hermansa, Michal Kozielski, Marcin Michalak, Krzysztof Szczyrba, Lukasz Wróbel, Marek Sikora
Sensor-Based Predictive Maintenance with Reduction of False Alarms - A Case Study in Heavy Industry. Sensors 22 (1) (2022)
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
Classification supporting COVID-19 diagnostics based on patient survey data. CoRR (2020)
Michal Kozielski, Krzysztof Koziel
Ensembles of Active Adaptive Incremental Classifiers. ICMMI (2019)
Michal Kozielski, Zbigniew Laskarzewski
Matching a Model to a User - Application of Meta-Learning to LPG Consumption Prediction. INCoS (2018)
Dominik Slezak, Marek Grzegorowski, Andrzej Janusz, Michal Kozielski, Sinh Hoa Nguyen, Marek Sikora, Sebastian Stawicki, Lukasz Wróbel
A framework for learning and embedding multi-sensor forecasting models into a decision support system: A case study of methane concentration in coal mines. Inf. Sci. (2018)
Michal Kozielski, Katarzyna Dusza, Józef Flakus, Krzysztof Kozlowski, Sebastian Musial, Bartlomiej Szwej
Heterogeneous Ensemble of Specialised Models - A Case Study in Stock Market Recommendations. ISMIS (2017)
Michal Kozielski, Pawel Matyszok, Marek Sikora, Lukasz Wróbel
Decision Rule Learning from Stream of Measurements - A Case Study in Methane Hazard Forecasting in Coal Mines. ICMMI (2017)
Michal Kozielski
A Meta-Learning Approach to Methane Concentration Value Prediction. BDAS (2016)
Marcin Michalak, Katarzyna Dusza, Dominik Korda, Krzysztof Kozlowski, Bartlomiej Szwej, Michal Kozielski, Marek Sikora, Lukasz Wróbel
Application of RapidMiner and R Environments to Dangerous Seismic Events Prediction. FedCSIS (2016)
Michal Kozielski, Adam Skowron, Lukasz Wróbel, Marek Sikora
Regression Rule Learning for Methane Forecasting in Coal Mines. BDAS (2015)
Wojciech Kijas, Michal Kozielski
Integration of Facebook Online Social Network User Profiles into a Knowledgebase. BDAS (2015)
Michal Kozielski, Marek Sikora, Lukasz Wróbel
DISESOR - decision support system for mining industry. FedCSIS (2015)
Michal Kozielski, Aleksandra Gruca
Soft Approach to Identification of Cohesive Clusters in Two Gene Representations. KES (2014)
Michal Kozielski, Malte Nuhn, Patrick Doetsch, Hermann Ney
Towards Unsupervised Learning for Handwriting Recognition. ICFHR (2014)
Mahdi Hamdani, Patrick Doetsch, Michal Kozielski, Amr El-Desoky Mousa, Hermann Ney
The RWTH Large Vocabulary Arabic Handwriting Recognition System. Document Analysis Systems (2014)
Patrick Doetsch, Michal Kozielski, Hermann Ney
Fast and Robust Training of Recurrent Neural Networks for Offline Handwriting Recognition. ICFHR (2014)
Lukasz Stypka, Michal Kozielski
Methods of Gene Ontology Term Similarity Analysis in Graph Database Environment. BDAS (2014)
Michal Kozielski, Patrick Doetsch, Mahdi Hamdani, Hermann Ney
Multilingual Off-Line Handwriting Recognition in Real-World Images. Document Analysis Systems (2014)
Michal Kozielski, Martin Matysiak, Patrick Doetsch, Ralf Schlüter, Hermann Ney
Open-Lexicon Language Modeling Combining Word and Character Levels. ICFHR (2014)
Christian Plahl, Michal Kozielski, Ralf Schlüter, Hermann Ney
Feature combination and stacking of recurrent and non-recurrent neural networks for LVCSR. ICASSP (2013)
Michal Kozielski, Patrick Doetsch, Hermann Ney
Improvements in RWTH's System for Off-Line Handwriting Recognition. ICDAR (2013)
Jaroslaw Jankowski, Michal Kozielski, Wojciech Filipowski, Radoslaw Michalski
The Diffusion of Viral Content in Multi-layered Social Networks. ICCCI (2013)
Michal Kozielski, David Rybach, Stefan Hahn, Ralf Schlüter, Hermann Ney
Open vocabulary handwriting recognition using combined word-level and character-level language models. ICASSP (2013)
Michal Kozielski, Wojciech Filipowski, Dominik Popowicz, Lukasz Warchal
Density-based Community Identification and Visualisation. ASONAM (2012)
Michal Kozielski, Jens Forster, Hermann Ney
Moment-Based Image Normalization for Handwritten Text Recognition. ICFHR (2012)
Przemyslaw Skurowski, Michal Kozielski
Investigating human color harmony preferences using unsupervised machine learning. CGIV (2012)
Aleksandra Gruca, Michal Kozielski
Correlation of Genes Similarity Measures Based on GO Terms Similarity and Gene Expression Values. ICMMI (2011)
Michal Kozielski, Aleksandra Gruca
Evaluation of Semantic Term and Gene Similarity Measures. PReMI (2011)
Dominik Popowicz, Piotr Bródka, Przemyslaw Kazienko, Michal Kozielski
Ask Friends for Help: A Collaborative Query Answering System. CDVE (2011)
Aleksandra Gruca, Michal Kozielski, Marek Sikora
Fuzzy Clustering and Gene Ontology Based Decision Rules for Identification and Description of Gene Groups. ICMMI (2009)
Michal Kozielski
Multilevel Conditional Fuzzy C-Means Clustering of XML Documents. PKDD (2007)
Michal Kozielski
Improving the Results and Performance of Clustering Bit-encoded XML Documents. ICDM Workshops (2006)