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Zhiyuan Yao
TUCS Department for the doctoral studies: Åbo Akademi University, Department of Information Technologies
Admitted to TUCS GP on 15.1.2010
Current homepage: http://research.it.abo.fi/personnel/zyao
Supervisors:
Barbro Back (Åbo Akademi University, Department of Information Technologies)
Latest publications:
Click here to see the full list of publications from the TUCS Publication Database
Zhiyuan Yao, Peter Sarlin, Tomas Eklund, Barbro Back, Temporal Customer Segmentation Using the Self-Organizing Time Map. TUCS Technical Reports 1085, 2013.
Peter Sarlin, Zhiyuan Yao, Tomas Eklund, A Framework for State Transitions on the Self-Organizing Map: Some Temporal Financial Applications. Intelligent Systems in Accounting, Finance and Management 19(1), 189–203, 2012.
Hongyan Liu, Zhiyuan Yao, Tomas Eklund, Barbro Back, From Smart Meter Data to Pricing Intelligence – Visual Data-Mining towards Real-Time BI. In: K.D. Joshi, Youngjin Yoo (Eds.), AMCIS, 1–10, AISeL, 2012.
Hongyan Liu, Zhiyuan Yao, Tomas Eklund, Barbro Back, Electricity Consumption Time Series Profiling: A Data Mining Application in Energy Industry. In: Petra Perner (Ed.), Advances in Data Mining: Applications and Theoretical Aspects, LNAI 7377, 52–66, Springer, 2012.
Peter Sarlin, Zhiyuan Yao, Tomas Eklund, Probabilistic Modeling of State Transitions on the Self-Organizing Map: Some Temporal Financial Applications. In: Ralph H. Jr. Sprague (Ed.), Proceedings of the 45th Hawaii International Conference on System Sciences, 1128-1137, IEEE Press, 2012.
Zhiyuan Yao, Peter Sarlin, Tomas Eklund, Barbro Back, Combining Visual Customer Segmentation and Response Modelling. In: ECIS 2012 Proceedings, 1–10, AIS Electronic Library (AISeL), 2012.
Zhiyuan Yao, Peter Sarlin, Tomas Eklund, Barbro Back, Temporal Customer Segmentation Using the Self-Organizing Time Map. In: Ebad Banissi, Stefan Bertschi, Camilla Forsell, Jimmy Johansson, Sarah Kenderdine, Francis T. Marchese, Muhammad Sarfraz, Liz Stuart, Anna Ursyn, Theodor G. Wyeld, Hanane Azzag, Mustapha Lebba, G. Venturini (Eds.), Proceedings of the 2012 16th International Conference on Information Visualisation (IV), 234–240, IEEE Press, 2012.
Hongyan Liu, Zhiyuan Yao, Thomas Eklund, Barbro Back, From Smart Meter Data to Pricing Intelligence: Real Time BI for Business Innovation. TUCS Technical Reports 1035, Turku Centre for Computer Science, 2012.
Peter Sarlin, Zhiyuan Yao, Clustering of the Self-Organizing Time Map. TUCS Technical Reports 1062, TUCS, 2012.