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doc. Ing. Miroslav Šnorek, CSc.
Associate Professor
Chair
Academic Board Member
Head of the research group
Supervisor
Teacher
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Contact:
Research group: (2)
Educational activities:
time table at FEE
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Courses currently taught: (1/2)
Taught or led seminars for courses: (36)
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Publications: (18/161)
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Publications - significant: (18)
- Meta-learning approach to neural network optimization
(Paper)
2010, KORDÍK P., KOUTNÍK J., DRCHAL J., KOVÁŘÍK O., ČEPEK M., ŠNOREK M.
Neural Networks. 2010, vol. 2010 (23), no. 4, p. 568-582. ISSN 0893-6080.
- Continual Evolution Algorithm for Building of ANN-based Models
(Paper in Electronic Proceedings (CD-ROM or web))
2007, BUK Z., ŠNOREK M.
In Proceedings of the 6th EUROSIM Congress on Modelling and Simulation [CD-ROM]. Vienna: ARGESIM, 2007, vol. 2, ISBN 978-3-901608-32-2.
- Missing Data Imputation and the Inductive Modelling
(Paper in Electronic Proceedings (CD-ROM or web))
2007, ČEPEK M., ŠNOREK M., KORDÍK P.
In Proceedings of the 6th EUROSIM Congress on Modelling and Simulation [CD-ROM]. Vienna: ARGESIM, 2007, vol. 2, ISBN 978-3-901608-32-2.
- display all...
Publications - others: (161)
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Citations: (16/4)
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Citations - significant: (16)
- Meta-learning approach to neural network optimization
(Paper)
2010, KORDÍK P., KOUTNÍK J., DRCHAL J., KOVÁŘÍK O., ČEPEK M., ŠNOREK M.
Neural Networks. 2010, vol. 2010 (23), no. 4, p. 568-582. ISSN 0893-6080.
Cited in:
- Macek K, Kukal J, Bostik J
ON REINFORCEMENT LEARNING IN OPTIMIZATION HEURISTICS AND OPTIMAL METHOD SWITCHING
16TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING MENDEL 2010, ISSN 1803-3814, , 2010
- Zainuddin, Z., Pauline, O.
Modified wavelet neural network in function approximation and its application in prediction of time-series pollution data
Applied Soft Computing Journal, ISSN 1568-4946, SCI Expanded, 2011
- Temporal Analysis of Clusters of Supermarket Customers: Conventional versus Interval Set Approach
(Paper)
2005, LINGRAS P., HOGO M., ŠNOREK M., WEST Ch.
Information Sciences. 2005, vol. 172, no. 1-2, p. 215-240. ISSN 0020-0255.
Cited in:
- Wang FD, Ma YF, Chen MM
A Model of Forecasting Customers' Purchasing Behavior Based on Dada Mining
SEVENTH WUHAN INTERNATIONAL CONFERENCE ON E-BUSINESS, VOLS I-III, ISSN , , 2008
- Chen LS, Hsu FH, Chen MC, et al.
Developing recommender systems with the consideration of product profitability for sellers
INFORMATION SCIENCES, ISSN 0020-0255, SCI, 2008
- Hsu CC, Chen CL, Su YW
Hierarchical clustering of mixed data based on distance hierarchy
INFORMATION SCIENCES, ISSN 0020-0255, SCI, 2007
- Lee AJT, Hong RW, Ko WM, et al.
Mining spatial association rules in image databases
INFORMATION SCIENCES, ISSN 0020-0255, SCI, 2007
- Chang HJ, Hung LP, Ho CL
An anticipation model of potential customers' purchasing behavior based on clustering analysis and association rules analysis
EXPERT SYSTEMS WITH APPLICATIONS, ISSN 0957-4174, SCI Expanded, 2007
- Liu DR, Lai CH, Lee WJ
A hybrid of sequential rules and collaborative filtering for product recommendation
INFORMATION SCIENCES, ISSN 0020-0255, SCI, 2009
- Jiang Z, Huang YX
Parametric calibration of speed-density relationships in mesoscopic traffic simulator with data mining
INFORMATION SCIENCES, ISSN 0020-0255, SCI, 2009
- Denny , Williams GJ, Christen P
ReDSOM: Relative Density Visualization of Temporal Changes in Cluster Structures using Self-Organizing Maps
ICDM 2008: EIGHTH IEEE INTERNATIONAL CONFERENCE ON DATA MINING, PROCEEDINGS, ISSN 1550-4786, , 2008
- Lin CS, Tzeng GH, Chin YC
Combined rough set theory and flow network graph to predict customer churn in credit card accounts
EXPERT SYSTEMS WITH APPLICATIONS, ISSN 0957-4174, SCI Expanded, 2011
- Denny , Williams GJ, Christen P
Visualizing temporal cluster changes using Relative Density Self-Organizing Maps
KNOWLEDGE AND INFORMATION SYSTEMS, ISSN 0219-1377, SCI Expanded, 2010
- Peters G, Weber R, Crespo F
Uncertainty Modeling in Dynamic Clustering - A Soft Computing Perspective
2010 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2010), ISSN 1098-7584, , 2010
- SHIFT-ADD Neural Architecture
(Paper in Conference Proceedings)
1999, SKRBEK M., ŠNOREK M.
In Proceedings of ICECS'99. Piscataway: IEEE, 1999, p. 411-414. ISBN 0-7803-5682-9.
Cited in:
- Marra S, Iachino MA, Morabito FC
High speed, programmable implementation of a tanh-like activation function and its derivative for digital neural networks
2007 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-6, ISSN 1098-7576, , 2007
- Marra S, Iachino MA, Morabito FC
Tanh-like activation function implementation for high-performance digital neural systems
Prime 2006: 2nd Conference on PH.D. Research in MicroElectronic and Electronics, Proceedings, ISSN , , 2006
- Ayala JL, Lomena AG, Lopez-Vallejo M, et al.
Design of a pipelined hardware architecture for real-time neural network computations
2002 45TH MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL I, CONFERENCE PROCEEDINGS, ISSN , , 2002
Citations - others: (4)
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Grants: (22)
Projects: (5)
Conference Commitees: (1/48)
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Conference Commitees - significant: (1)
- 6th EUROSIM Congress on Modelling and Simulation,
2007 - 2007
University of Ljubljana
Conference Commitees - others: (48)
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International Society Boards: (3/2)
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International Society Boards - significant: (3)
- Czech and Slovak Simulation Society
, Řídicí výbor, 2007 - 2010
- EUROSIM
, International Society Board, 2007 - 2008
- Czech and Slovak Simulation Society
, Řídící výbor, 1995 - 2006
International Society Boards - others: (2)
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Academic Boards: (9)
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- Grantová agentura české republiky,, Panely věd o neživé přírodě , 2011 - 2011
- Vysoká škola báňská, FI - Ostrava,, Komise pro obhajobu disertační práce Ing. Dušan Fedorčík , 2011 - 2011
- FMFI UK Bratislava,, Komise pro obhajobu disertační práce RNDr Jan Švantner , 2011 - 2011
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Membership in organizations: (1)
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- EUROSIM
, člen výboru
2011 - 2011
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