Tomáš Řehořek
Homepage at FIT CTU in Prague
- Ing. Tomáš Řehořek
- E-mail: tomas[dot]rehorek(at)fit[dot]cvut[dot]cz
- LinkedIn profile
- Professional interests:
- Data Mining, Recommender systems
- Evolutionary Computation, Artificial Neural Networks
- Python, JavaScript, Java, Parallel Systems
- Member of Computational Intelligence Group (CIG)
at FIT CTU in Prague
- Supervisor: Ing. Pavel Kordík, Ph.D.
- BI-ZMA: Elements of Calculus, Winter 2011
- BI-TED: Electronic Documentation Design, Summer 2012
- BI-EFA: Efficient Algorithms, Winter 2012
- MI-MVI: Computational Intelligence Methods, Winter 2012
- BI-ZUM: Artificial Intelligence Fundamentals (lectures and seminars)
- Summer 2013,
- Summer 2014,
- Summer 2015,
- Summer 2016
Projects
Publications
- Rehorek, T., Kordik, P.: A Soft Computing Approach to Knowledge Flow Synthesis and Optimization. In Soft Computing Models in Industrial and Environmental Applications, Vol. 188, Springer Berlin Heidelberg, ISBN 978-3-642-32922-7.
- Rehorek, T., Kordik, P.: Using Interactive Evolution for Exploratory Data Analysis (PDF). In Proceedings of the 6th International Scientific and Technical Conference (CSIT'2011), Lviv, UA, LPNU, 2011, pp. 131--135, ISBN 978-966-2191-04-2.
Presentations
- 2014: KEG: Recommender Systems (PDF)
- 2013: Doctoral Study Report: Multiobjective Optimization in Recommender Systems using Ensemble Methods (PDF),
- 2012: Soco'2012: A Soft-Computing Approach to Knowledge Flow Synthesis and Optimization (PDF),
- 2011: CIG: Interactive Evolution in Automated Knowledge Discovery (PPT),
- 2011: CSIT'11: Using Interactive Evolution for Exploratory Data Analysis (PPT)
- 2011: [Czech] PI-NSV: Pokročilé metody učení neuronových sítí (PDF, PPT)
Theses Supervised
2016
- Filip Křesťan: Evaluation of Distributed Database Systems in Context of Personalized Recommendation (Bachelor's Thesis)
- Michal Režnický: Design and Implementation of Feature Selection Module in Recommender System (Bachelor's Thesis)
- Tomáš Richtr: Evaluation of Matrix Factorization Algorithms in Collaborative Filtering (Master's Thesis)
2014
- Martin Barus: Content Recommendation using Text Mining Methods (Bachelor's Thesis)
- Tomáš Fedor: Recommender System for Online Gaming Discount Portal (Bachelor's Thesis)
- Tomáš Frýda: Comparison of Different Neuroevolution Algorithms on Several Problem Domains (Bachelor's Thesis)
- Martin Hak: Comparison of Various Success Measures in Collaborative Filtering (Bachelor's Thesis)
- Tomáš Richtr: Advanced Gradient Optimization Methods of Artificial Neural Networks in RapidMiner 5 (Bachelor's Thesis)
- David Šenkýř: Interactive Geometric Sketchpad for Web Client (Bachelor's Thesis)
2013
- Michal Kvasnička: Vector Graphics Editor for Web Client (Bachelor's Thesis)
- Jakub Melezínek: Web Environment for Algorithms on Binary Trees (Bachelor's Thesis, link)
- Jakub Pištěk: Analysis of Collaborative Filtering Algorithms on Multimedial Data (Master's Thesis)
- Vít Steklý: Tool for Analysis of Artificial Neural Networks (Bachelor's Thesis)
- David Šolc: Web Framework for Stepping and Visualization of Algorithms (Bachelor's Thesis)
- Radmir Usmanov: Client-Server Application for Two Player Games using WebSocket (Bachelors's Thesis)