Barbro Back

According to our database, Barbro Back authored at least 39 papers between 1994 and 2014.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2014

Combining visual customer segmentation and response modeling.

Zhiyuan Yao, Peter Sarlin, Tomas Eklund, Barbro Back

Neural Comput. Appl., 2014

2013

Visual Data-Driven Profiling of Green Consumers.

Annika H. Holmbom, Peter Sarlin, Zhiyuan Yao, Tomas Eklund, Barbro Back

Proceedings of the 17th International Conference on Information Visualisation, 2013

Green vs. Non-Green Customer Behavior: A Self-Organizing Time Map over Greenness.

Annika H. Holmbom, Samuel Rönnqvist, Peter Sarlin, Tomas Eklund, Barbro Back

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

2012

Temporal Customer Segmentation Using the Self-organizing Time Map.

Zhiyuan Yao, Peter Sarlin, Tomas Eklund, Barbro Back

Proceedings of the 16th International Conference on Information Visualisation, 2012

Electricity Consumption Time Series Profiling: A Data Mining Application in Energy Industry.

Hongyan Liu, Zhiyuan Yao, Tomas Eklund, Barbro Back

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2012

From Smart Meter Data to Pricing Intelligence - Visual Data Mining towards Real-Time BI.

Hongyan Liu, Zhiyuan Yao, Tomas Eklund, Barbro Back

Proceedings of the 18th Americas Conference on Information Systems, 2012

The impact of skills and demographics on end-user developers' use of support.

Henri Korvela, Barbro Back

Proceedings of the 18th Americas Conference on Information Systems, 2012

2011

Customer portfolio analysis using the SOM.

Annika H. Holmbom, Tomas Eklund, Barbro Back

Int. J. Bus. Inf. Syst., 2011

Visual Data Mining: Using Self-Organizing Maps for Electricity Distribution Regulation.

Hongyan Liu, Tomas Eklund, Barbro Back, Hannu Vanharanta

Proceedings of the Digital Enterprise and Information Systems - International Conference, 2011

Customer Feedback Analysis using Collocations.

Tomas Eklund, Jarmo Toivonen, Hannu Vanharanta, Barbro Back

Proceedings of the A Renaissance of Information Technology for Sustainability and Global Competitiveness. 17th Americas Conference on Information Systems, 2011

2010

Using Financial Ratios to Select Companies for Tax Auditing: A Preliminary Study.

Dorina Marghescu, Minna Kallio, Barbro Back

Proceedings of the Organizational, Business, and Technological Aspects of the Knowledge Society, 2010

Combining Unsupervised and Supervised Data Mining Techniques for Conducting Customer Portfolio Analysis.

Zhiyuan Yao, Annika H. Holmbom, Tomas Eklund, Barbro Back

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2010

Using SOM-Ward Clustering and Predictive Analytics for Conducting Customer Segmentation.

Zhiyuan Yao, Tomas Eklund, Barbro Back

Proceedings of the ICDMW 2010, 2010

2007

Mining Text with the Prototype-Matching Method.

Antonina Durfee, Ari Visa, Hannu Vanharanta, Scott L. Schneberger, Barbro Back

Inf. Resour. Manag. J., 2007

Applying language technology to nursing documents: Pros and cons with a focus on ethics.

Hanna Suominen, Tuija Lehtikunnas, Barbro Back, Helena Karsten, Tapio Salakoski, Sanna Salanterä

Int. J. Medical Informatics, 2007

Towards automated classification of intensive care nursing narratives.

Marketta Hiissa, Tapio Pahikkala, Hanna Suominen, Tuija Lehtikunnas, Barbro Back, Helena Karsten, Sanna Salanterä, Tapio Salakoski

Int. J. Medical Informatics, 2007

2006

Relevance Ranking of Intensive Care Nursing Narratives.

Hanna Suominen, Tapio Pahikkala, Marketta Hiissa, Tuija Lehtikunnas, Barbro Back, Helena Karsten, Sanna Salanterä, Tapio Salakoski

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

2005

The language of quarterly reports as an indicator of change in the company's financial status.

Camilla Magnusson, Antti Arppe, Tomas Eklund, Barbro Back, Hannu Vanharanta, Ari Visa

Inf. Manag., 2005

2004

Combining data and text mining techniques for analysing financial reports.

Antonina Kloptchenko, Tomas Eklund, Jonas Karlsson, Barbro Back, Hannu Vanharanta, Ari Visa

Intell. Syst. Account. Finance Manag., 2004

2003

Using the self-organizing map as a visualization tool in financial benchmarking.

Tomas Eklund, Barbro Back, Hannu Vanharanta, Ari Visa

Inf. Vis., 2003

The Study on Algorithm AE₁₁ of Learning from Examples.

Haiyi Zhang, JianDong Bi, Barbro Back

Proceedings of the Developments in Applied Artificial Intelligence, 2003

An Artificial Neural Network Based Decision Support System for Budgeting.

Eija Koskivaara, Barbro Back

Proceedings of the ICEIS 2003, 2003

A Conceptual Model for a Multiagent Knowledge Building System.

Antonina Kloptchenko, Tomas Eklund, Adrian Costea, Barbro Back

Proceedings of the ICEIS 2003, 2003

Prototype-Matching System for Allocating Conference Papers.

Antonina Kloptchenko, Barbro Back, Hannu Vanharanta, Jarmo Toivonen, Ari Visa

Proceedings of the 36th Hawaii International Conference on System Sciences (HICSS-36 2003), 2003

2002

Contents Matching Defined by Prototypes: Methodology Verification with Books of the Bible.

Ari Visa, Jarmo Toivonen, Hannu Vanharanta, Barbro Back

J. Manag. Inf. Syst., 2002

Example Based Text Matching Methodology for Routing Tasks.

Ari Visa, Jarmo Toivonen, Tomi Vesanen, Jarno Mäkinen, Barbro Back, Hannu Vanharanta

Proceedings of The Eleventh Text REtrieval Conference, 2002

The Design and Implementation of Color Matching System Based on Back Propagation.

Haiyi Zhang, JianDong Bi, Barbro Back

Proceedings of the Developments in Applied Artificial Intelligence, 2002

Assessing The Feasibility Of Self-organizing Maps For Data Mining Financial Information.

Tomas Eklund, Barbro Back, Hannu Vanharanta, Ari Visa

Proceedings of the 10th European Conference on Information Systems, 2002

Panel: The impact of IT on accounting and auditing.

Barbro Back, Daniel E. O'Leary, Richard J. Nowakowski, Christian D. Mueller, Marinos Themistocleous, Eija Koskivaara

Proceedings of the 10th European Conference on Information Systems, 2002

2001

Comparing numerical data and text information from annual reports using self-organizing maps.

Barbro Back, Jarmo Toivonen, Hannu Vanharanta, Ari Visa

Int. J. Account. Inf. Syst., 2001

Validation of Text Clustering Based on Document Contents.

Jarmo Toivonen, Ari Visa, Tomi Vesanen, Barbro Back, Hannu Vanharanta

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2001

The Design and Implementation of a Traffic Accident Analysis System.

Haiyi Zhang, Barbro Back, Wanlei Zhou

Proceedings of the Engineering of Intelligent Systems, 2001

Prototype Matching - Finding Meaning in the Books of Bible.

Ari Visa, Jarmo Toivonen, Hannu Vanharanta, Barbro Back

Proceedings of the 34th Annual Hawaii International Conference on System Sciences (HICSS-34), 2001

Data mining of text as a tool in authorship attribution.

Ari Visa, Jarmo Toivonen, Sami Autio, Jarno Mäkinen, Barbro Back, Hannu Vanharanta

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2001

2000

Knowledge Discovery from Text Documents based on Paragraph Maps.

Ari Visa, Jarmo Toivonen, Piia Ruokonen, Hannu Vanharanta, Barbro Back

Proceedings of the 33rd Annual Hawaii International Conference on System Sciences (HICSS-33), 2000

Toward text understanding: classification of text documents by word map.

Ari Visa, Jarmo Toivonen, Barbro Back, Hannu Vanharanta

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2000

1995

Validity and utility of a hyperknowledge-based financial benchmarking system.

Hannu Vanharanta, Timo Käkölä, Barbro Back

Proceedings of the 28th Annual Hawaii International Conference on System Sciences (HICSS-28), 1995

Intelligent IS within business: bankruptcy predictions using neural networks.

Barbro Back, Guido Osteroom, Kaisa Sere, Michiel C. van Wezel

Proceedings of the Third European Conference on Information Systems, 1995

1994

Validating an Expert System for Financial Statement Planning.

Barbro Back

J. Manag. Inf. Syst., 1994