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Tomas Eklund
Tomas Eklund
Senior Lecturer, Adjunct Professor (Docent) in Information Systems, Uppsala University
Verified email at im.uu.se
Title
Cited by
Cited by
Year
Combining data and text mining techniques for analysing financial reports
A Kloptchenko, T Eklund, J Karlsson, B Back, H Vanharanta, A Visa
Intelligent Systems in Accounting, Finance & Management: International …, 2004
2612004
Internal control effectiveness–a clustering approach
A Länsiluoto, A Jokipii, T Eklund
Managerial Auditing Journal 31 (1), 5-34, 2016
1202016
The language of quarterly reports as an indicator of change in the company’s financial status
C Magnusson, A Arppe, T Eklund, B Back, H Vanharanta, A Visa
Information & Management 42 (4), 561-574, 2005
1002005
Using the self-organizing map as a visualization tool in financial benchmarking
T Eklund, B Back, H Vanharanta, A Visa
Information Visualization 2 (3), 171-181, 2003
882003
Assessing the feasibility of self organizing maps for data mining financial information
T Eklund, B Back, H Vanharanta, A Visa
512002
Customer portfolio analysis using the SOM
AH Holmbom, T Eklund, B Back
International Journal of Business Information Systems 8 (4), 396-412, 2011
452011
Fuzzy clustering of the self-organizing map: some applications on financial time series
P Sarlin, T Eklund
Advances in Self-Organizing Maps: 8th International Workshop, WSOM 2011 …, 2011
442011
Combining visual customer segmentation and response modeling
Z Yao, P Sarlin, T Eklund, B Back
Neural Computing and Applications 25, 123-134, 2014
422014
Industry‐specific cycles and companies' financial performance comparison using self‐organizing maps
A Länsiluoto, T Eklund, B Back, H Vanharanta, A Visa
Benchmarking: An International Journal 11 (3), 267-286, 2004
392004
International creative tension study of university students in South Korea and Finland
Y Chang, T Eklund, JI Kantola, H Vanharanta
Human Factors and Ergonomics in Manufacturing & Service Industries 19 (6 …, 2009
382009
Combining unsupervised and supervised data mining techniques for conducting customer portfolio analysis
Z Yao, AH Holmbom, T Eklund, B Back
Advances in Data Mining. Applications and Theoretical Aspects: 10th …, 2010
292010
A Face Validation of a SOM‐Based Financial Benchmarking Model
T Eklund, B Back, H Vanharanta, A Visa
Journal of Emerging Technologies in Accounting 5 (1), 109-127, 2008
282008
Using som-ward clustering and predictive analytics for conducting customer segmentation
Z Yao, T Eklund, B Back
2010 IEEE International Conference on Data Mining Workshops, 639-646, 2010
252010
Financial performance analysis of European banks using a fuzzified self-organizing map
P Sarlin, T Eklund
International Journal of Knowledge-based and Intelligent Engineering Systems …, 2013
232013
Using the self-organizing map to visualize and explore socio-economic development
M Collan, T Eklund, B Back
Ebs Review 22 (1), 6-15, 2007
192007
On the suitability of the self‐organizing map for analysis of the macro and firm level competitive environment: An empirical evaluation
A Länsiluoto, T Eklund
Benchmarking: An International Journal 15 (4), 402-419, 2008
182008
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 19 (3), 189-203, 2012
172012
The self-organizing map in financial benchmarking
T Eklund
Åbo akademi, 2004
162004
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: 12th …, 2012
152012
Financial performance analysis of Scandinavian telecommunication companies using statistical and neural network techniques
A Costea, T Eklund, J Karlsson, V Voineagu
Economic Computation and Economic Cybernetics Studies and Research 43 (4 …, 2009
152009
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