Barbro Back

Publication Activity (10 Years)

Years Active: 1994-2014
Publications (10 Years): 0

Top Topics

Customer Segmentation

Top Venues

Neural Comput. Appl.

Publications

Zhiyuan Yao, Peter Sarlin, Tomas Eklund, Barbro Back
Combining visual customer segmentation and response modeling. Neural Comput. Appl. 25 (1) (2014)
Annika H. Holmbom, Samuel Rönnqvist, Peter Sarlin, Tomas Eklund, Barbro Back
Green vs. Non-Green Customer Behavior: A Self-Organizing Time Map over Greenness. ICDM Workshops (2013)
Annika H. Holmbom, Peter Sarlin, Zhiyuan Yao, Tomas Eklund, Barbro Back
Visual Data-Driven Profiling of Green Consumers. IV (2013)
Henri Korvela, Barbro Back
The impact of skills and demographics on end-user developers' use of support. AMCIS (2012)
Zhiyuan Yao, Peter Sarlin, Tomas Eklund, Barbro Back
Temporal Customer Segmentation Using the Self-organizing Time Map. IV (2012)
Hongyan Liu, Zhiyuan Yao, Tomas Eklund, Barbro Back
Electricity Consumption Time Series Profiling: A Data Mining Application in Energy Industry. ICDM (2012)
Zhiyuan Yao, Peter Sarlin, Tomas Eklund, Barbro Back
Combining Visual Customer Segmentation and Response Modeling. ECIS (2012)
Hongyan Liu, Zhiyuan Yao, Tomas Eklund, Barbro Back
From Smart Meter Data to Pricing Intelligence - Visual Data Mining towards Real-Time BI. AMCIS (2012)
Tomas Eklund, Jarmo Toivonen, Hannu Vanharanta, Barbro Back
Customer Feedback Analysis using Collocations. AMCIS (2011)
Annika H. Holmbom, Tomas Eklund, Barbro Back
Customer portfolio analysis using the SOM. Int. J. Bus. Inf. Syst. 8 (4) (2011)
Hongyan Liu, Tomas Eklund, Barbro Back, Hannu Vanharanta
Visual Data Mining: Using Self-Organizing Maps for Electricity Distribution Regulation. DEIS (2011)
Dorina Marghescu, Minna Kallio, Barbro Back
Using Financial Ratios to Select Companies for Tax Auditing: A Preliminary Study. WSKS (2) (2010)
Zhiyuan Yao, Tomas Eklund, Barbro Back
Using SOM-Ward Clustering and Predictive Analytics for Conducting Customer Segmentation. ICDM Workshops (2010)
Zhiyuan Yao, Annika H. Holmbom, Tomas Eklund, Barbro Back
Combining Unsupervised and Supervised Data Mining Techniques for Conducting Customer Portfolio Analysis. ICDM (2010)
Tomas Eklund, Franck Tétard, Patrik Ståhl, Piia Hirkman, Barbro Back
Usability Evaluation of an XP Product. ACIS (2008)
Annika H. Holmbom, Tomas Eklund, Barbro Back
Customer Portfolio Analysis Using the SOM. ACIS (2008)
Antonina Durfee, Ari Visa, Hannu Vanharanta, Scott L. Schneberger, Barbro Back
Mining Text with the Prototype-Matching Method. Inf. Resour. Manag. J. 20 (3) (2007)
Hanna Suominen, Tuija Lehtikunnas, Barbro Back, Helena Karsten, Tapio Salakoski, Sanna Salanterä
Applying language technology to nursing documents: Pros and cons with a focus on ethics. Int. J. Medical Informatics 76 (S2) (2007)
Marketta Hiissa, Tapio Pahikkala, Hanna Suominen, Tuija Lehtikunnas, Barbro Back, Helena Karsten, Sanna Salanterä, Tapio Salakoski
Towards automated classification of intensive care nursing narratives. Int. J. Medical Informatics 76 (S3) (2007)
Hanna Suominen, Tapio Pahikkala, Marketta Hiissa, Tuija Lehtikunnas, Barbro Back, Helena Karsten, Sanna Salanterä, Tapio Salakoski
Relevance Ranking of Intensive Care Nursing Narratives. KES (1) (2006)
Marketta Hiissa, Tapio Pahikkala, Hanna Suominen, Tuija Lehtikunnas, Barbro Back, Helena Karsten, Sanna Salanterä, Tapio Salakoski
Towards Automated Classification of Intensive Care Nursing Narratives. MIE (2006)
Camilla Magnusson, Antti Arppe, Tomas Eklund, Barbro Back, Hannu Vanharanta, Ari Visa
The language of quarterly reports as an indicator of change in the company's financial status. Inf. Manag. 42 (4) (2005)
Antonina Kloptchenko, Tomas Eklund, Jonas Karlsson, Barbro Back, Hannu Vanharanta, Ari Visa
Combining data and text mining techniques for analysing financial reports. Intell. Syst. Account. Finance Manag. 12 (1) (2004)
Antonina Kloptchenko, Barbro Back, Hannu Vanharanta, Jarmo Toivonen, Ari Visa
Prototype-Matching System for Allocating Conference Papers. HICSS (2003)
Haiyi Zhang, JianDong Bi, Barbro Back
of Learning from Examples. IEA/AIE (2003)
Eija Koskivaara, Barbro Back
An Artificial Neural Network Based Decision Support System for Budgeting. ICEIS (2) (2003)
Tomas Eklund, Barbro Back, Hannu Vanharanta, Ari Visa
Using the self-organizing map as a visualization tool in financial benchmarking. Inf. Vis. 2 (3) (2003)
Antonina Kloptchenko, Tomas Eklund, Adrian Costea, Barbro Back
A Conceptual Model for a Multiagent Knowledge Building System. ICEIS (2) (2003)
Ari Visa, Jarmo Toivonen, Hannu Vanharanta, Barbro Back
Contents Matching Defined by Prototypes: Methodology Verification with Books of the Bible. J. Manag. Inf. Syst. 18 (4) (2002)
Ari Visa, Jarmo Toivonen, Tomi Vesanen, Jarno Mäkinen, Barbro Back, Hannu Vanharanta
Example Based Text Matching Methodology for Routing Tasks. TREC (2002)
Haiyi Zhang, JianDong Bi, Barbro Back
The Design and Implementation of Color Matching System Based on Back Propagation. IEA/AIE (2002)
Barbro Back, Daniel E. O'Leary, Richard J. Nowakowski, Christian D. Mueller, Marinos Themistocleous, Eija Koskivaara
Panel: The impact of IT on accounting and auditing. ECIS (2002)
Tomas Eklund, Barbro Back, Hannu Vanharanta, Ari Visa
Assessing The Feasibility Of Self-organizing Maps For Data Mining Financial Information. ECIS (2002)
Ari Visa, Jarmo Toivonen, Sami Autio, Jarno Mäkinen, Barbro Back, Hannu Vanharanta
Data mining of text as a tool in authorship attribution. Data Mining and Knowledge Discovery: Theory, Tools, and Technology (2001)
Barbro Back, Jarmo Toivonen, Hannu Vanharanta, Ari Visa
Comparing numerical data and text information from annual reports using self-organizing maps. Int. J. Account. Inf. Syst. 2 (4) (2001)
Jarmo Toivonen, Ari Visa, Tomi Vesanen, Barbro Back, Hannu Vanharanta
Validation of Text Clustering Based on Document Contents. MLDM (2001)
Ari Visa, Jarmo Toivonen, Hannu Vanharanta, Barbro Back
Prototype Matching - Finding Meaning in the Books of Bible. HICSS (2001)
Haiyi Zhang, Barbro Back, Wanlei Zhou
The Design and Implementation of a Traffic Accident Analysis System. IEA/AIE (2001)
Ari Visa, Jarmo Toivonen, Barbro Back, Hannu Vanharanta
Toward text understanding: classification of text documents by word map. Data Mining and Knowledge Discovery: Theory, Tools, and Technology (2000)
Ari Visa, Jarmo Toivonen, Piia Ruokonen, Hannu Vanharanta, Barbro Back
Knowledge Discovery from Text Documents based on Paragraph Maps. HICSS (2000)
Hannu Vanharanta, Timo Käkölä, Barbro Back
Validity and utility of a hyperknowledge-based financial benchmarking system. HICSS (3) (1995)
Barbro Back, Guido Osteroom, Kaisa Sere, Michiel C. van Wezel
Intelligent IS within business: bankruptcy predictions using neural networks. ECIS (1995)
Barbro Back
Validating an Expert System for Financial Statement Planning. J. Manag. Inf. Syst. 10 (3) (1994)