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2010 – 2019
- 2014
[j11]Zhiyuan Yao, Peter Sarlin, Tomas Eklund, Barbro Back:
Combining visual customer segmentation and response modeling. Neural Comput. Appl. 25(1): 123-134 (2014)- 2013
- [c32]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: 529-535 - [c31]Annika H. Holmbom, Peter Sarlin, Zhiyuan Yao, Tomas Eklund, Barbro Back:
Visual Data-Driven Profiling of Green Consumers. IV 2013: 291-298 - 2012
- [c30]Henri Korvela, Barbro Back:
The impact of skills and demographics on end-user developers' use of support. AMCIS 2012 - [c29]Hongyan Liu, Zhiyuan Yao, Tomas Eklund, Barbro Back:
From Smart Meter Data to Pricing Intelligence - Visual Data Mining towards Real-Time BI. AMCIS 2012 - [c28]Zhiyuan Yao, Peter Sarlin, Tomas Eklund, Barbro Back:
Combining Visual Customer Segmentation and Response Modeling. ECIS 2012: 143 - [c27]Hongyan Liu, Zhiyuan Yao, Tomas Eklund, Barbro Back:
Electricity Consumption Time Series Profiling: A Data Mining Application in Energy Industry. ICDM 2012: 52-66 - [c26]Zhiyuan Yao, Peter Sarlin, Tomas Eklund, Barbro Back:
Temporal Customer Segmentation Using the Self-organizing Time Map. IV 2012: 234-240 - 2011
- [j10]Annika H. Holmbom, Tomas Eklund, Barbro Back:
Customer portfolio analysis using the SOM. Int. J. Bus. Inf. Syst. 8(4): 396-412 (2011) - [c25]Tomas Eklund, Jarmo Toivonen, Hannu Vanharanta, Barbro Back:
Customer Feedback Analysis using Collocations. AMCIS 2011 - [c24]Hongyan Liu, Tomas Eklund, Barbro Back, Hannu Vanharanta:
Visual Data Mining: Using Self-Organizing Maps for Electricity Distribution Regulation. DEIS 2011: 631-645 - 2010
- [c23]Zhiyuan Yao, Tomas Eklund, Barbro Back:
Using SOM-Ward Clustering and Predictive Analytics for Conducting Customer Segmentation. ICDM Workshops 2010: 639-646 - [c22]Zhiyuan Yao, Annika H. Holmbom, Tomas Eklund, Barbro Back:
Combining Unsupervised and Supervised Data Mining Techniques for Conducting Customer Portfolio Analysis. ICDM 2010: 292-307 - [c21]Dorina Marghescu, Minna Kallio, Barbro Back:
Using Financial Ratios to Select Companies for Tax Auditing: A Preliminary Study. WSKS (2) 2010: 393-398
2000 – 2009
- 2008
- [c20]Tomas Eklund, Franck Tétard, Patrik Ståhl, Piia Hirkman, Barbro Back:
Usability Evaluation of an XP Product. ACIS 2008 - [c19]Annika H. Holmbom, Tomas Eklund, Barbro Back:
Customer Portfolio Analysis Using the SOM. ACIS 2008 - 2007
- [j9]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): S293-S301 (2007) - [j8]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): S362-S368 (2007) - [j7]Antonina Durfee, Ari Visa, Hannu Vanharanta, Scott L. Schneberger, Barbro Back:
Mining Text with the Prototype-Matching Method. Inf. Resour. Manag. J. 20(3): 19-31 (2007) - 2006
- [c18]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: 720-727 - [c17]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: 789-794 - 2005
- [j6]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): 561-574 (2005) - 2004
- [j5]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): 29-41 (2004) - 2003
- [j4]Tomas Eklund, Barbro Back, Hannu Vanharanta, Ari Visa:
Using the self-organizing map as a visualization tool in financial benchmarking. Inf. Vis. 2(3): 171-181 (2003) - [c16]Antonina Kloptchenko, Barbro Back, Hannu Vanharanta, Jarmo Toivonen, Ari Visa:
Prototype-Matching System for Allocating Conference Papers. HICSS 2003: 70 - [c15]Eija Koskivaara, Barbro Back:
An Artificial Neural Network Based Decision Support System for Budgeting. ICEIS (2) 2003: 108-114 - [c14]Antonina Kloptchenko, Tomas Eklund, Adrian Costea, Barbro Back:
A Conceptual Model for a Multiagent Knowledge Building System. ICEIS (2) 2003: 223-228 - [c13]Haiyi Zhang, JianDong Bi, Barbro Back:
The Study on Algorithm AE11 of Learning from Examples. IEA/AIE 2003: 134-147 - 2002
- [j3]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): 87-100 (2002) - [c12]Tomas Eklund, Barbro Back, Hannu Vanharanta, Ari Visa:
Assessing The Feasibility Of Self-organizing Maps For Data Mining Financial Information. ECIS 2002: 528-540 - [c11]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: 1097-1100 - [c10]Haiyi Zhang, JianDong Bi, Barbro Back:
The Design and Implementation of Color Matching System Based on Back Propagation. IEA/AIE 2002: 557-566 - [c9]Ari Visa, Jarmo Toivonen, Tomi Vesanen, Jarno Mäkinen, Barbro Back, Hannu Vanharanta:
Example Based Text Matching Methodology for Routing Tasks. TREC 2002 - 2001
- [j2]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): 249-269 (2001) - [c8]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: 149-156 - [c7]Ari Visa, Jarmo Toivonen, Hannu Vanharanta, Barbro Back:
Prototype Matching - Finding Meaning in the Books of Bible. HICSS 2001 - [c6]Haiyi Zhang, Barbro Back, Wanlei Zhou:
The Design and Implementation of a Traffic Accident Analysis System. IEA/AIE 2001: 476-481 - [c5]Jarmo Toivonen, Ari Visa, Tomi Vesanen, Barbro Back, Hannu Vanharanta:
Validation of Text Clustering Based on Document Contents. MLDM 2001: 184-195 - 2000
- [c4]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: 299-307 - [c3]Ari Visa, Jarmo Toivonen, Piia Ruokonen, Hannu Vanharanta, Barbro Back:
Knowledge Discovery from Text Documents based on Paragraph Maps. HICSS 2000
1990 – 1999
- 1995
- [c2]Barbro Back, Guido Osteroom, Kaisa Sere, Michiel C. van Wezel:
Intelligent IS within business: bankruptcy predictions using neural networks. ECIS 1995: 99-112 - [c1]Hannu Vanharanta, Timo Käkölä, Barbro Back:
Validity and utility of a hyperknowledge-based financial benchmarking system. HICSS (3) 1995: 221-230 - 1994
- [j1]Barbro Back:
Validating an Expert System for Financial Statement Planning. J. Manag. Inf. Syst. 10(3): 157-177 (1994)
Coauthor Index
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