Tomas Eklund
Tomas Eklund
Senior Lecturer, Adjunct Professor (Docent) in Information Systems, Uppsala University
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Cited by
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
Internal control effectiveness–a clustering approach
A Länsiluoto, A Jokipii, T Eklund
Managerial Auditing Journal 31 (1), 5-34, 2016
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
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
Assessing the feasibility of self organizing maps for data mining financial information
T Eklund, B Back, H Vanharanta, A Visa
Customer portfolio analysis using the SOM
AH Holmbom, T Eklund, B Back
International Journal of Business Information Systems 8 (4), 396-412, 2011
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
Combining visual customer segmentation and response modeling
Z Yao, P Sarlin, T Eklund, B Back
Neural Computing and Applications 25, 123-134, 2014
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
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
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
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
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
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
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
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
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
The self-organizing map in financial benchmarking
T Eklund
Åbo akademi, 2004
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
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
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