Barbro Back
Barbro Back
Åbo Akademi University, Professor in Accounting Information Systems
Verified email at abo.fi
Title
Cited by
Cited by
Year
Neural networks and genetic algorithms for bankruptcy predictions
B Back, T Laitinen, K Sere
Expert systems with applications 11 (4), 407-413, 1996
2891996
Choosing bankruptcy predictors using discriminant analysis, logit analysis and genetic algorithms
B Back, T Laitinen, K Sere, M Van Wezel
Turku Centre for Computer Science. TR No 40, 1996
2671996
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
2202004
Managing complexity in large data bases using self-organizing maps
B Back, K Sere, H Vanharanta
Accounting, Management and Information Technologies 8 (4), 191-210, 1998
1051998
Comparing numerical data and text information from annual reports using self-organizing maps
B Back, J Toivonen, H Vanharanta, A Visa
International journal of accounting information systems 2 (4), 249-269, 2001
892001
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
812003
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
782005
Assessing the feasibility of self organizing maps for data mining financial information
T Eklund, B Back, H Vanharanta, A Visa
492002
Neural Network and Bankruptcy Prediction
B Back, T Laitinen, K Sere
Advances in Accounting 14, 23-37, 1994
49*1994
A comparative study of neural networks in bankruptcy prediction
B Back, G Oosterom, K Sere, M Van Wezel
Proc. Conf. on Artificial Intelligence Res. in Finland, 140-148, 1994
421994
Combining visual customer segmentation and response modeling
Z Yao, P Sarlin, T Eklund, B Back
Neural Computing and Applications 25 (1), 123-134, 2014
412014
Customer portfolio analysis using the SOM
AH Holmbom, T Eklund, B Back
International Journal of Business Information Systems 8 (4), 396-412, 2011
382011
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, 2004
342004
Analyzing financial performance with self-organizing maps
B Back, K Sere, H Vanharanta
1998 IEEE International Joint Conference on Neural Networks Proceedings …, 1998
331998
The effect of sample size on different failure prediction methods
B Back, T Laitinen, J Hekanaho, K Sere
Turku Centre for Computer Science, 1997
311997
Data mining accounting numbers using self-organizing maps
B Back, K Sere, H Vanharanta
STeP 96, 35-47, 1996
301996
Validating an expert system for financial statement planning
B Back
Journal of Management Information Systems 10 (3), 157-177, 1993
291993
Evaluating the quality of use of visual data-mining tools
D Marghescu, M Rajanen, B Back
Proc. 11th Europ. Conf. IT Evaluation, 239-250, 2004
272004
Combining unsupervised and supervised data mining techniques for conducting customer portfolio analysis
Z Yao, AH Holmbom, T Eklund, B Back
Industrial Conference on Data Mining, 292-307, 2010
252010
Towards automated classification of intensive care nursing narratives
M Hiissa, T Pahikkala, H Suominen, T Lehtikunnas, B Back, H Karsten, ...
International Journal of Medical Informatics 76, S362-S368, 2007
252007
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