Michal Kozielski

38 papers A 1B 10C 5Misc 2Journal 7Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Towards consistency of rule-based explainer and black box model - Fusion of rule induction and XAI-based feature importance. Knowl. Based Syst. Michal Kozielski, Marek Sikora, Lukasz Wawrowski
2024	B	`conf`	Classification of flotation froth images using neural networks with explanations. KES Dominik Borys, Michal Kozielski
2024	J	`jnl`	Towards consistency of rule-based explainer and black box model - fusion of rule induction and XAI-based feature importance. CoRR Michal Kozielski, Marek Sikora, Lukasz Wawrowski
2023	J	`jnl`	Separate-and-conquer survival action rule learning. Knowl. Based Syst. Joanna Badura, Marek Hermansa, Michal Kozielski, Marek Sikora, Lukasz Wróbel
2022	C	`conf`	Rule-based approximation of black-box classifiers for tabular data to generate global and local explanations. FedCSIS Cezary Maszczyk, Michal Kozielski, Marek Sikora
2022	J	`jnl`	RuleXAI - A package for rule-based explanations of machine learning model. SoftwareX Dawid Macha, Michal Kozielski, Lukasz Wróbel, Marek Sikora
2022	J	`jnl`	Sensor-Based Predictive Maintenance with Reduction of False Alarms - A Case Study in Heavy Industry. Sensors Marek Hermansa, Michal Kozielski, Marcin Michalak, Krzysztof Szczyrba, Lukasz Wróbel, Marek Sikora
2020	J	`jnl`	Classification supporting COVID-19 diagnostics based on patient survey data. CoRR 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
2019	—	`conf`	Ensembles of Active Adaptive Incremental Classifiers. ICMMI Michal Kozielski, Krzysztof Koziel
2018	J	`jnl`	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. Dominik Slezak, Marek Grzegorowski, Andrzej Janusz, Michal Kozielski, Sinh Hoa Nguyen, Marek Sikora, Sebastian Stawicki, Lukasz Wróbel
2018	—	`conf`	Matching a Model to a User - Application of Meta-Learning to LPG Consumption Prediction. INCoS Michal Kozielski, Zbigniew Laskarzewski
2017	—	`conf`	Decision Rule Learning from Stream of Measurements - A Case Study in Methane Hazard Forecasting in Coal Mines. ICMMI Michal Kozielski, Pawel Matyszok, Marek Sikora, Lukasz Wróbel
2017	C	`conf`	Heterogeneous Ensemble of Specialised Models - A Case Study in Stock Market Recommendations. ISMIS Michal Kozielski, Katarzyna Dusza, Józef Flakus, Krzysztof Kozlowski, Sebastian Musial, Bartlomiej Szwej
2016	—	`conf`	A Meta-Learning Approach to Methane Concentration Value Prediction. BDAS Michal Kozielski
2016	C	`conf`	Application of RapidMiner and R Environments to Dangerous Seismic Events Prediction. FedCSIS Marcin Michalak, Katarzyna Dusza, Dominik Korda, Krzysztof Kozlowski, Bartlomiej Szwej, Michal Kozielski, Marek Sikora, Lukasz Wróbel
2015	C	`conf`	DISESOR - decision support system for mining industry. FedCSIS Michal Kozielski, Marek Sikora, Lukasz Wróbel
2015	—	`conf`	Integration of Facebook Online Social Network User Profiles into a Knowledgebase. BDAS Wojciech Kijas, Michal Kozielski
2015	—	`conf`	Regression Rule Learning for Methane Forecasting in Coal Mines. BDAS Michal Kozielski, Adam Skowron, Lukasz Wróbel, Marek Sikora
2014	B	`conf`	Fast and Robust Training of Recurrent Neural Networks for Offline Handwriting Recognition. ICFHR Patrick Doetsch, Michal Kozielski, Hermann Ney
2014	—	`conf`	Methods of Gene Ontology Term Similarity Analysis in Graph Database Environment. BDAS Lukasz Stypka, Michal Kozielski
2014	B	`conf`	Multilingual Off-Line Handwriting Recognition in Real-World Images. Document Analysis Systems Michal Kozielski, Patrick Doetsch, Mahdi Hamdani, Hermann Ney
2014	B	`conf`	Open-Lexicon Language Modeling Combining Word and Character Levels. ICFHR Michal Kozielski, Martin Matysiak, Patrick Doetsch, Ralf Schlüter, Hermann Ney
2014	B	`conf`	Soft Approach to Identification of Cohesive Clusters in Two Gene Representations. KES Michal Kozielski, Aleksandra Gruca
2014	B	`conf`	The RWTH Large Vocabulary Arabic Handwriting Recognition System. Document Analysis Systems Mahdi Hamdani, Patrick Doetsch, Michal Kozielski, Amr El-Desoky Mousa, Hermann Ney
2014	B	`conf`	Towards Unsupervised Learning for Handwriting Recognition. ICFHR Michal Kozielski, Malte Nuhn, Patrick Doetsch, Hermann Ney
2013	Misc	`conf`	Feature combination and stacking of recurrent and non-recurrent neural networks for LVCSR. ICASSP Christian Plahl, Michal Kozielski, Ralf Schlüter, Hermann Ney
2013	A	`conf`	Improvements in RWTH's System for Off-Line Handwriting Recognition. ICDAR Michal Kozielski, Patrick Doetsch, Hermann Ney
2013	Misc	`conf`	Open vocabulary handwriting recognition using combined word-level and character-level language models. ICASSP Michal Kozielski, David Rybach, Stefan Hahn, Ralf Schlüter, Hermann Ney
2013	B	`conf`	The Diffusion of Viral Content in Multi-layered Social Networks. ICCCI Jaroslaw Jankowski, Michal Kozielski, Wojciech Filipowski, Radoslaw Michalski
2012	B	`conf`	Density-based Community Identification and Visualisation. ASONAM Michal Kozielski, Wojciech Filipowski, Dominik Popowicz, Lukasz Warchal
2012	—	`conf`	Investigating human color harmony preferences using unsupervised machine learning. CGIV Przemyslaw Skurowski, Michal Kozielski
2012	B	`conf`	Moment-Based Image Normalization for Handwritten Text Recognition. ICFHR Michal Kozielski, Jens Forster, Hermann Ney
2011	C	`conf`	Ask Friends for Help: A Collaborative Query Answering System. CDVE Dominik Popowicz, Piotr Bródka, Przemyslaw Kazienko, Michal Kozielski
2011	—	`conf`	Correlation of Genes Similarity Measures Based on GO Terms Similarity and Gene Expression Values. ICMMI Aleksandra Gruca, Michal Kozielski
2011	—	`conf`	Evaluation of Semantic Term and Gene Similarity Measures. PReMI Michal Kozielski, Aleksandra Gruca
2009	—	`conf`	Fuzzy Clustering and Gene Ontology Based Decision Rules for Identification and Description of Gene Groups. ICMMI Aleksandra Gruca, Michal Kozielski, Marek Sikora
2007	—	`conf`	Multilevel Conditional Fuzzy C-Means Clustering of XML Documents. PKDD Michal Kozielski
2006	—	`conf`	Improving the Results and Performance of Clustering Bit-encoded XML Documents. ICDM Workshops Michal Kozielski