Combining visual customer segmentation and response modeling Z Yao, P Sarlin, T Eklund, B Back 20th European Conference on Information Systems (ECIS), 2012 | 43 | 2012 |
Combining unsupervised and supervised data mining techniques for conducting customer portfolio analysis Z Yao, A Holmbom, T Eklund, B Back Advances in Data Mining: Applications and Theoretical Aspects, 292-307, 2010 | 30 | 2010 |
Using SOM-Ward clustering and predictive analytics for conducting customer segmentation Z Yao, T Eklund, B Back IEEE International Conference on Data Mining Workshops (ICDMW), 639-646, 2010 | 24 | 2010 |
Clustering of the self-organizing time map P Sarlin, Z Yao Neurocomputing 121, 317-327, 2013 | 16 | 2013 |
A Framework for State Transitions on The Self‐Organizing Map: Some Temporal Financial Applications P Sarlin, Z Yao, T Eklund Intelligent Systems in Accounting, Finance and Management, 2012 | 16 | 2012 |
Electricity consumption time series profiling: a data mining application in energy industry H Liu, Z Yao, T Eklund, B Back Advances in Data Mining: Applications and Theoretical Aspects, 52-66, 2012 | 16 | 2012 |
Temporal Customer Segmentation Using the Self-organizing Time Map Z Yao, P Sarlin, T Eklund, B Back 16th International Conference on Information Visualisation (IV), 234-240, 2012 | 8 | 2012 |
Visual customer segmentation and behavior analysis: a SOM-based approach Z Yao Turku Centre for Computer Science (TUCS), 2013 | 6 | 2013 |
Visual data-driven profiling of green consumers AH Holmbom, P Sarlin, Z Yao, T Eklund, B Back 2013 17th International Conference on Information Visualisation, 291-298, 2013 | 5 | 2013 |
Probabilistic Modeling of State Transitions on the Self-Organizing Map: Some Temporal Financial Applications P Sarlin, Z Yao, T Eklund 45th Hawaii International Conference on System Science (HICSS), 1128-1137, 2012 | 5 | 2012 |
From Smart Meter Data to Pricing Intelligence--Visual Data Mining towards Real-Time BI H Liu, Z Yao, T Eklund, B Back 19th Americas Conference on Information Systems (AMCIS), 2012 | 4 | 2012 |
From Smart Meter Data to Pricing Intelligence: Real Time BI for Business Innovation H Liu, Z Yao, T Eklund, B Back | | |