Pichl Lukas | Researcher Information

2014 - 現在 Update and Extension of Atomic and Molecular Databases for LHD Peripheral Plasmas
2019 - 2022 決済手段としての暗号通貨の取引ネットワーク構造と取引市場ダイナミクスの解明
2019 - 2022 Extreme event analysis and risk assessment for cryptocurrency time series
2006 - 2006 Computing critical data of fusion plasma processes for the ITER project

R. Miura, L. Pichl, T. Kaizoji. Artificial Neural Networks for Realized Volatility Prediction in Cryptocurrency Time Series. Lecture Notes in Computer Science. 2019. 11554. 165-172
Takuya Shintate, Lukas Pichl. Trend Prediction Classification for High Frequency Bitcoin Time Series with Deep Learning. Journal of Risk and Financial Management. 2019. 12. 1. 17:1-17:15
C. Eom, T. Kaizoji, S. H. Kang, L. Pichl. Bitcoin and investor sentiment: statistical characteristics and predictability. Physica A. 2019. 514. 511-521
Y. Hirano, L. Pichl, C. Eom, T. Kaizoji. Analysis of Bitcoin market efficiency by using machine learning. CBU International Conference Proceedings. 2018. 6. 1153:1-1153:6
L. Pichl, T. Kaizoji. Computational intelligence methods for data mining of causality extent in time series. International Journal of Computational Science and Engineering. 2018. 16. 4. 411-418

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M. Hoshino, L. Pichl, Y. Kanai, Y. Nakai, M. Kitajima, M. Kimura, Y. Li, H.-P. Liebermann, R. J. Buenker, H. Tanaka, et al. Experimental and theoretical study of double-electron capture in collisions of slow C⁴⁺ (1s² ¹S) with He(1s² ¹S). Physical Review A. 2007. 75. 012716:1-012716:6

Network Theory and Agent-Based Modeling in Economics and Finance
Springer Nature Singapore 2019

Recent Machine Learning Algorithms for Classification of Time Series: Recurrent Deep Learning Networks with Potential for Plasma Applications
(4th International Workshop on Models and Data for Plasma-Material Interaction in Fusion Devices, MoD-PMI 2019 2019)
Arbitrage, Co-integration, and Efficiency in Cryptocurrency Exchanges
(4th International Symposium on Big Data Analytics in Science and Engineering (BASE 2019) 2019)
Ether cryptocurrency: arbitrage and cointegration for Ether-derived exchange rates among CAD, CNY, GBP, EUR, JPY & USD
(23rd Annual Workshop on Economic Science with Heterogeneous Interacting Agents 2018)
Prediction of high frequency Bitcoin prices with deep learning attention mechanism
(23rd Annual Workshop on Economic Science with Heterogeneous Interacting Agents 2018)
Analysis of Bitcoin market efficiency by using machine learning
(6th CBU International Conference on Innovations in Science and Education 2018)

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Doctor of Philosophy (Charles University Prague)
Master of Science (University of Economics Prague)
Doctor of Philosophy (Graduate University of Advanced Studies)
Master of Science (Charles University Prague, Faculty of mathematics and physics)

2014/04/01 - 現在 College of Liberal Arts College of Liberal Arts Division of Arts and Sciences Senior Associate Professor
2008/04/01 - 2014/03/31 College of Liberal Arts College of Liberal Arts Division of Arts and Sciences Associate Professor
2007/04/01 - 2008/03/31 College of Liberal Arts College of Liberal Arts Associate Professor
2005/04/01 - 2007/03/31 College of Liberal Arts College of Liberal Arts Assistant Professor
2001/10 - 2005/03 University of Aizu Assistant Professor

2018/07 - 現在 Journal of Risk and Financial Management (MDPI) Reviewer
2018/07 - 現在 Journal of Risk and Financial Management (MDPI) Reviewer
2018/04/01 - 現在 IEEE Access (journal) Reviewer
2016 - 現在 Entropy (MDPI journal) Reviewer
2016 - 現在 Entropy (MDPI journal) Reviewer

2015 - 現在 International Journal of Computational Science and Engineering Reviewer

2019/02/24 - 2019/02/28 11th International Conference on Information, Process and Knowledge Management (eKNOW 2019) Program Committee Member

2018/12/18 - 2018/12/21 6th International Conference on Big Data Analytics (BDA 2018) Program Committee Member

2018/12/14 - 2018/12/16 25th International Conference on Neural Information Processing (ICONIP 2018) Reviewer

2018/08 - Symmetry (MDPI journal) Reviewer

2018/06/30 - 2018/07/02 Local Organizing Committee for 23rd Annual Workshop on Economic Science with Interacting Heterogeneous Agents Member

2018/03/25 - 2018/03/28 10th International Conference on Information, Process and Knowledge Management (eKNOW 2018) Program Committee Member

2017/12/12 - 2017/12/15 5th International Conference on Big Data Analytics Program Committee Member

2017/11/14 - 2017/11/18 24th International Conference on Neural Information Processing Reviewer

2017/03/19 - 2017/03/23 9th International Conference on Information, Process and Knowledge Management (eKNOW 2017) Program Committee Member

2016/11/22 - 2016/11/25 IEEE Region 10 Conference TENCON 2016 Reviewer

2015/11/12 - MoDAT: Designing Safe and Secure Life on the Market of Data via Insightful Communications, IEEE International Conference on Data Mining Program Committee Member

2015/02 - 7th International Conference on Information, Process and Knowledge Management (eKNOW 2015) Lisbon Portugal Program Committee Member

2015 - 4th International Conference on Big Data Analytics (BDA 2015) Program Committee Member

2014 - 3rd International Conference on Big Data Analytics (BDA 2014) Program Committee Member

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Institute of Electrical and Electronics Engineers (IEEE, Computer Society) , Association for Computing Machinery