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ORCIDTomas Eklund
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2010 – 2019
- 2014
[j7]Zhiyuan Yao, Peter Sarlin, Tomas Eklund, Barbro Back:
Combining visual customer segmentation and response modeling. Neural Comput. Appl. 25(1): 123-134 (2014)- 2013
- [j6]Peter Sarlin, Tomas Eklund:
Financial performance analysis of European banks using a fuzzified Self-Organizing Map. Int. J. Knowl. Based Intell. Eng. Syst. 17(3): 223-234 (2013) - [c19]Annika H. Holmbom, Samuel Rönnqvist, Peter Sarlin, Tomas Eklund, Barbro Back:
Green vs. Non-Green Customer Behavior: A Self-Organizing Time Map over Greenness. ICDM Workshops 2013: 529-535 - [c18]Annika H. Holmbom, Peter Sarlin, Zhiyuan Yao, Tomas Eklund, Barbro Back:
Visual Data-Driven Profiling of Green Consumers. IV 2013: 291-298 - 2012
- [j5]Peter Sarlin, Zhiyuan Yao, Tomas Eklund:
A Framework for State Transitions on the Self-Organizing Map: some Temporal Financial Applications. Intell. Syst. Account. Finance Manag. 19(3): 189-203 (2012) - [c17]Hongyan Liu, Zhiyuan Yao, Tomas Eklund, Barbro Back:
From Smart Meter Data to Pricing Intelligence - Visual Data Mining towards Real-Time BI. AMCIS 2012 - [c16]Zhiyuan Yao, Peter Sarlin, Tomas Eklund, Barbro Back:
Combining Visual Customer Segmentation and Response Modeling. ECIS 2012: 143 - [c15]Peter Sarlin, Zhiyuan Yao, Tomas Eklund:
Probabilistic Modeling of State Transitions on the Self-Organizing Map: Some Temporal Financial Applications. HICSS 2012: 1128-1137 - [c14]Hongyan Liu, Zhiyuan Yao, Tomas Eklund, Barbro Back:
Electricity Consumption Time Series Profiling: A Data Mining Application in Energy Industry. ICDM 2012: 52-66 - [c13]Zhiyuan Yao, Peter Sarlin, Tomas Eklund, Barbro Back:
Temporal Customer Segmentation Using the Self-organizing Time Map. IV 2012: 234-240 - 2011
- [j4]Annika H. Holmbom, Tomas Eklund, Barbro Back:
Customer portfolio analysis using the SOM. Int. J. Bus. Inf. Syst. 8(4): 396-412 (2011) - [c12]Tomas Eklund, Jarmo Toivonen, Hannu Vanharanta, Barbro Back:
Customer Feedback Analysis using Collocations. AMCIS 2011 - [c11]Hongyan Liu, Tomas Eklund, Barbro Back, Hannu Vanharanta:
Visual Data Mining: Using Self-Organizing Maps for Electricity Distribution Regulation. DEIS 2011: 631-645 - [c10]Peter Sarlin, Tomas Eklund:
Financial Performance Analysis of European Banks Using a Fuzzified Self-Organizing Map. KES (2) 2011: 186-195 - [c9]Peter Sarlin, Tomas Eklund:
Fuzzy Clustering of the Self-Organizing Map: Some Applications on Financial Time Series. WSOM 2011: 40-50 - 2010
- [c8]Zhiyuan Yao, Tomas Eklund, Barbro Back:
Using SOM-Ward Clustering and Predictive Analytics for Conducting Customer Segmentation. ICDM Workshops 2010: 639-646 - [c7]Zhiyuan Yao, Annika H. Holmbom, Tomas Eklund, Barbro Back:
Combining Unsupervised and Supervised Data Mining Techniques for Conducting Customer Portfolio Analysis. ICDM 2010: 292-307
2000 – 2009
- 2008
- [c6]Tomas Eklund, Franck Tétard, Patrik Ståhl, Piia Hirkman, Barbro Back:
Usability Evaluation of an XP Product. ACIS 2008 - [c5]Annika H. Holmbom, Tomas Eklund, Barbro Back:
Customer Portfolio Analysis Using the SOM. ACIS 2008 - 2005
- [j3]Camilla Magnusson, Antti Arppe
, Tomas Eklund, Barbro Back, Hannu Vanharanta, Ari Visa:
The language of quarterly reports as an indicator of change in the company's financial status. Inf. Manag. 42(4): 561-574 (2005) - 2004
- [j2]Antonina Kloptchenko, Tomas Eklund, Jonas Karlsson, Barbro Back, Hannu Vanharanta, Ari Visa:
Combining data and text mining techniques for analysing financial reports. Intell. Syst. Account. Finance Manag. 12(1): 29-41 (2004) - 2003
- [j1]Tomas Eklund, Barbro Back, Hannu Vanharanta, Ari Visa:
Using the self-organizing map as a visualization tool in financial benchmarking. Inf. Vis. 2(3): 171-181 (2003) - [c4]Adrian Costea, Tomas Eklund:
A Two-Level Approach to Making Class Predictions. HICSS 2003: 84 - [c3]Antonina Kloptchenko, Tomas Eklund, Adrian Costea, Barbro Back:
A Conceptual Model for a Multiagent Knowledge Building System. ICEIS (2) 2003: 223-228 - 2002
- [c2]Tomas Eklund, Barbro Back, Hannu Vanharanta, Ari Visa:
Assessing The Feasibility Of Self-organizing Maps For Data Mining Financial Information. ECIS 2002: 528-540 - [c1]Adrian Costea, Tomas Eklund, Jonas Karlsson:
A Framework for Predictive Data Mining in the Telecommunications Sector. ICWI 2002: 38-46
Coauthor Index
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