Ewch i’r prif gynnwys
Andrey Pepelyshev

Dr Andrey Pepelyshev

Uwch Ddarlithydd

Yr Ysgol Mathemateg

Email
PepelyshevAN@caerdydd.ac.uk
Telephone
+44 29208 75530
Campuses
Abacws, Ystafell 4.20, Ffordd Senghennydd, Cathays, Caerdydd, CF24 4AG

Trosolwyg

Mae fy niddordebau ymchwil yn cynnwys theori dyluniadau arbrofol gorau posibl, dyluniadau effeithlon mewn bioleg, ymchwil diwydiant a'r farchnad, dylunio a dadansoddi arbrofion cyfrifiadurol, algorithmau ar gyfer cyfrifiadura dyluniadau gorau posibl ac effeithlon, a dadansoddi cyfres amser.

Cyhoeddiad

2023

2021

2020

2019

2018

2017

2016

2015

2014

2013

2012

2011

2010

2009

2008

2007

2006

2005

2004

2003

Articles

Book sections

Conferences

  • Pepelyshev, A., Staroselskiy, Y., Zhigljavsky, A. and Guchenko, R. 2016. Adaptive targeting in online advertisement: models based on relative influence of factors. Presented at: International Workshop on Machine Learning, Optimization and Big Data, Volterra, Italy, 26-29 August 2016 Presented at Pardalos, P. et al. eds.Machine Learning, Optimization, and Big Data. MOD 2016, Vol. 10122. Lecture Notes in Computer Science Springer pp. 159-169., (10.1007/978-3-319-51469-7_13)
  • Pepelyshev, A., Staroselskiy, Y. and Zhigljavsky, A. A. 2016. Adaptive designs for optimizing online advertisement campaigns. Presented at: 11th International Workshop in Model-Oriented Design and Analysis, Hamminkeln, Germany, 12-17 June 2016 Presented at Kunert, J., Muller, C. H. and Atkinson, A. C. eds.mODa 11 - Advances in Model-Oriented Design and Analysis: Proceedings of the 11th International Workshop in Model-Oriented Design and Analysis held in Hamminkeln, Germany, June 12-17, 2016. Contributions to Statistics Springer Verlag pp. 199-208., (10.1007/978-3-319-31266-8_23)
  • Pepelyshev, A., Staroselskiy, Y. and Zhigljavsky, A. 2016. Adaptive targeting for online advertisement. Presented at: International Workshop on Machine Learning, Optimization and Big Data, Taormina, Italy, 21-23 July 2015 Presented at Pardalos, P. et al. eds.Machine Learning, Optimization, and Big Data: First International Workshop, MOD 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised Selected Papers, Vol. 9432. Lecture Notes in Computer Science Springer Verlag pp. 240-251., (10.1007/978-3-319-27926-8_21)
  • Borodich, F. M., Pepelyshev, A. and Savencu, O. 2015. Micro and nano scale statistical properties of rough surfaces of significance in their friction.. Presented at: 6th Vienna International Conference NANO-TECHNOLOGY - VIENNANO '15, Wiener Neustadt, Austria, 23-25 November 2015.
  • Pepelyshev, A. 2007. Optimal designs for the exponential model with correlated observations. Presented at: 8th International Workshop in Model-Oriented Design and Analysis, Almagro, Spain, 4-8 June 2007 Presented at López-Fidalgo, J., Rodríguez-Díaz, J. M. and Torsney, B. eds.mODa 8 - Advances in Model-Oriented Design and Analysis: Proceedings of the 8th International Workshop in Model-Oriented Design and Analysis held in Almagro, Spain, June 4–8, 2007. Contributions to Statistics Vol. 2007. Heidelberg: Physica-Verlag pp. 165-172., (10.1007/978-3-7908-1952-6_21)

Ymchwil

Research interests

  • Theory of optimal experimental designs
  • Efficient designs in biology, industry and market research
  • Design and analysis of computer experiments
  • Algorithms for computing optimal and efficient designs
  • Time series analysis

Research group

Addysgu

Spring semester

  • MA0367 Time Series Analysis and Forecasting

Bywgraffiad

Qualifications

  • MSc - St. Petersburg State University, 2000
  • PhD - St. Petersburg State University, 2002

Previous positions

  • Research Associate University of Sheffield, UK 01.2009 _ 08.2010
  • Research Fellow in Statistics (part-time) Cardiff University, UK 07.2006 - 06.2008
  • Research Fellow European Center for Living Technology University of Venice, Italy 01.2008 - 06.2008
  • Assistant Professor Faculty of Mathematics and Mechanics Saint-Petersburg State University 01.2003 - 12.2005, 01.2006 - 12.2007
  • Teaching Assistant Faculty of Mathematics and Mechanics Saint-Petersburg State University 09.2001 - 12.2002