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Articles in proceedings (5):
Hongyan Liu, Jüri Vain,
An Agent-Based Modeling for Price-Responsive Demand Simulation
. In: Slimane Hammoudi, Leszek Maciaszek, Jose Cordeiro, Jan Dietz (Eds.),
15th International Conference on Enterprise Information Systems (ICEIS 2013)
, 436–443, SCITEPRESS (Science and Technology Publications), 2013.
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
, Lecture Notes in Computer Science 7377, 52–66, Springer, 2012.
Hongyan Liu, Tomas Eklund, Barbro Back,
Smart Metering and Customer Consumption Behaviour Profiling – Exploring Potential Business Opportunities for DSOS and Electricity Retailers
. In:
CIRED proceedings 21st International Conference on Electricity Distribution, Frankfurt, 6-9 June 2011, Paper 0887
, No. 0887, CIRED, 2011.
Hongyan Liu, Tomas Eklund, Barbro Back, Hannu Vanharanta,
Visual Data Mining: Using Self-Organizing Maps for Electricity Distribution Regulation
. In: Ezendu Ariwa, Eyas El-Qawasmeh (Eds.),
Digital Enterprise and Information Systems
, Communications in Computer and Information Science 194, 631–646, Sprigner-Verlag Berlin/Heidelberg, 2011.
Chapters in edited books (1):
Hongyan Liu, Tomas Eklund, Barbro Back,
Smart Metering and Customer Consumption Behavior Profiling: Exploring Potential Business Opportunities for DSOs and Electricity Retailers
. In: Jussi Kantola, Waldemar Karwowski (Eds.),
Knowledge Service Engineering Handbook
, Page 179–189, Taylor & Francis, 2012.
Ph.D. thesis (1):
Hongyan Liu,
On Advancing Business Intelligence in the Electricity Retail Market
. TUCS Dissertations 182. 2014.
Technical reports (4):
Hongyan Liu, Jüri Vain,
An Agent-Based Modeling for Price-Responsive Demand Simulation
. TUCS Technical Reports 1065, ISBN 978-952-12-2843-8, 2013.
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.
Hongyan Liu, Zhiyuan Yao, Tomas Eklund, Barbro Back,
Electricity Consumption Time Series Profiling: A Business Intelligence Case
. TUCS Technical Reports 1031, TUCS, 2011.
Hongyan Liu, Tomas Eklund, Hannu Saaristo, Sami Kyllönen, Barbro Back,
Visual Performance Analysis of Finnish Electricity Distribution System Operators – A SOM-Based Approach
. TUCS Technical Reports 923, Turku Centre for Computer Science, 2008.