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

[BibT_eX]

[DOI]

Dominik Slezak

Marek Grzegorowski

Inf. Sci., 2018

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Man-Machine Interactions 5, 2017

2016

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

[BibT_eX]

[DOI]

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

A Meta-Learning Approach to Methane Concentration Value Prediction.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Beyond Databases, Architectures and Structures, 2015

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Open-Lexicon Language Modeling Combining Word and Character Levels.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

The RWTH Large Vocabulary Arabic Handwriting Recognition System.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Lukasz Stypka

Michal Kozielski

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

2013

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Moment-Based Image Normalization for Handwritten Text Recognition.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Przemyslaw Skurowski

Michal Kozielski

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

Density-based Community Identification and Visualisation.

[BibT_eX]

[DOI]

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

2011

Evaluation of Semantic Term and Gene Similarity Measures.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Aleksandra Gruca

Michal Kozielski

Proceedings of the Man-Machine Interactions 2, 2011

Ask Friends for Help: A Collaborative Query Answering System.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Aleksandra Gruca

Michal Kozielski

Marek Sikora

Proceedings of the Man-Machine Interactions, 2009

2007

Multilevel Conditional Fuzzy C-Means Clustering of XML Documents.

[BibT_eX]

[DOI]

Michal Kozielski

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

2006

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

[BibT_eX]

[DOI]

Michal Kozielski

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

Michal Kozielski

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