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 | 270 | 2004 |
Internal control effectiveness–a clustering approach A Länsiluoto, A Jokipii, T Eklund Managerial Auditing Journal 31 (1), 5-34, 2016 | 138 | 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 | 103 | 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 | 90 | 2003 |
Assessing the feasibility of self organizing maps for data mining financial information T Eklund, B Back, H Vanharanta, A Visa | 51 | 2002 |
Customer portfolio analysis using the SOM AH Holmbom, T Eklund, B Back International Journal of Business Information Systems 8 (4), 396-412, 2011 | 49 | 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 | 45 | 2011 |
Combining visual customer segmentation and response modeling Z Yao, P Sarlin, T Eklund, B Back Neural Computing and Applications 25, 123-134, 2014 | 42 | 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 | 40 | 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 | 38 | 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 | 30 | 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 | 27 | 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 | 24 | 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 | 23 | 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 | 19 | 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 | 18 | 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 | 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: 12th …, 2012 | 16 | 2012 |
The self-organizing map in financial benchmarking T Eklund Åbo akademi, 2004 | 16 | 2004 |
FINANCIAL PERFORMANCE ANALYSIS OF SCANDINAVIAN TELECOMMUNICATION COMPANIES USING STATISTICAL AND NEURAL NETWORK TECHNIQUES. A Costea, T Eklund, J Karlsson, V Voineagu Economic Computation & Economic Cybernetics Studies & Research 43 (4), 2009 | 15 | 2009 |