Tomas Eklund

According to our database, Tomas Eklund authored at least 22 papers between 2002 and 2014.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2014

Combining visual customer segmentation and response modeling.

Zhiyuan Yao, Peter Sarlin, Tomas Eklund, Barbro Back

Neural Comput. Appl., 2014

2013

Financial performance analysis of European banks using a fuzzified Self-Organizing Map.

Peter Sarlin, Tomas Eklund

Int. J. Knowl. Based Intell. Eng. Syst., 2013

Visual Data-Driven Profiling of Green Consumers.

Annika H. Holmbom, Peter Sarlin, Zhiyuan Yao, Tomas Eklund, Barbro Back

Proceedings of the 17th International Conference on Information Visualisation, 2013

Green vs. Non-Green Customer Behavior: A Self-Organizing Time Map over Greenness.

Annika H. Holmbom, Samuel Rönnqvist, Peter Sarlin, Tomas Eklund, Barbro Back

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

2012

A Framework for State Transitions on the Self-Organizing Map: some Temporal Financial Applications.

Peter Sarlin, Zhiyuan Yao, Tomas Eklund

Intell. Syst. Account. Finance Manag., 2012

Temporal Customer Segmentation Using the Self-organizing Time Map.

Zhiyuan Yao, Peter Sarlin, Tomas Eklund, Barbro Back

Proceedings of the 16th International Conference on Information Visualisation, 2012

Electricity Consumption Time Series Profiling: A Data Mining Application in Energy Industry.

Hongyan Liu, Zhiyuan Yao, Tomas Eklund, Barbro Back

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2012

Probabilistic Modeling of State Transitions on the Self-Organizing Map: Some Temporal Financial Applications.

Peter Sarlin, Zhiyuan Yao, Tomas Eklund

Proceedings of the 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), 2012

From Smart Meter Data to Pricing Intelligence - Visual Data Mining towards Real-Time BI.

Hongyan Liu, Zhiyuan Yao, Tomas Eklund, Barbro Back

Proceedings of the 18th Americas Conference on Information Systems, 2012

2011

Customer portfolio analysis using the SOM.

Annika H. Holmbom, Tomas Eklund, Barbro Back

Int. J. Bus. Inf. Syst., 2011

Fuzzy Clustering of the Self-Organizing Map: Some Applications on Financial Time Series.

Peter Sarlin, Tomas Eklund

Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

Visual Data Mining: Using Self-Organizing Maps for Electricity Distribution Regulation.

Hongyan Liu, Tomas Eklund, Barbro Back, Hannu Vanharanta

Proceedings of the Digital Enterprise and Information Systems - International Conference, 2011

Customer Feedback Analysis using Collocations.

Tomas Eklund, Jarmo Toivonen, Hannu Vanharanta, Barbro Back

Proceedings of the A Renaissance of Information Technology for Sustainability and Global Competitiveness. 17th Americas Conference on Information Systems, 2011

2010

Combining Unsupervised and Supervised Data Mining Techniques for Conducting Customer Portfolio Analysis.

Zhiyuan Yao, Annika H. Holmbom, Tomas Eklund, Barbro Back

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2010

Using SOM-Ward Clustering and Predictive Analytics for Conducting Customer Segmentation.

Zhiyuan Yao, Tomas Eklund, Barbro Back

Proceedings of the ICDMW 2010, 2010

2005

The language of quarterly reports as an indicator of change in the company's financial status.

Camilla Magnusson, Antti Arppe, Tomas Eklund, Barbro Back, Hannu Vanharanta, Ari Visa

Inf. Manag., 2005

2004

Combining data and text mining techniques for analysing financial reports.

Antonina Kloptchenko, Tomas Eklund, Jonas Karlsson, Barbro Back, Hannu Vanharanta, Ari Visa

Intell. Syst. Account. Finance Manag., 2004

2003

Using the self-organizing map as a visualization tool in financial benchmarking.

Tomas Eklund, Barbro Back, Hannu Vanharanta, Ari Visa

Inf. Vis., 2003

A Conceptual Model for a Multiagent Knowledge Building System.

Antonina Kloptchenko, Tomas Eklund, Adrian Costea, Barbro Back

Proceedings of the ICEIS 2003, 2003

A Two-Level Approach to Making Class Predictions.

Adrian Costea, Tomas Eklund

Proceedings of the 36th Hawaii International Conference on System Sciences (HICSS-36 2003), 2003

2002

A Framework for Predictive Data Mining in the Telecommunications Sector.

Adrian Costea, Tomas Eklund, Jonas Karlsson

Proceedings of the IADIS International Conference WWW/Internet 2002, 2002

Assessing The Feasibility Of Self-organizing Maps For Data Mining Financial Information.

Tomas Eklund, Barbro Back, Hannu Vanharanta, Ari Visa

Proceedings of the 10th European Conference on Information Systems, 2002