Barbro Back

1.2k total citations
39 papers, 761 citations indexed

About

Barbro Back is a scholar working on Artificial Intelligence, Information Systems and Marketing. According to data from OpenAlex, Barbro Back has authored 39 papers receiving a total of 761 indexed citations (citations by other indexed papers that have themselves been cited), including 21 papers in Artificial Intelligence, 9 papers in Information Systems and 7 papers in Marketing. Recurrent topics in Barbro Back's work include Stock Market Forecasting Methods (7 papers), Advanced Text Analysis Techniques (6 papers) and Data Mining Algorithms and Applications (6 papers). Barbro Back is often cited by papers focused on Stock Market Forecasting Methods (7 papers), Advanced Text Analysis Techniques (6 papers) and Data Mining Algorithms and Applications (6 papers). Barbro Back collaborates with scholars based in Finland. Barbro Back's co-authors include Kaisa Sere, Hannu Vanharanta, Teija Laitinen, Ari Visa, Tomas Eklund, Michiel van Wezel, Jonas Karlsson, Antti Arppe, Peter Sarlin and Hanna Suominen and has published in prestigious journals such as Expert Systems with Applications, Information & Management and Journal of Management Information Systems.

In The Last Decade

Barbro Back

37 papers receiving 653 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Barbro Back Finland 13 327 327 209 124 95 39 761
Indranil Bose India 8 460 1.4× 309 0.9× 148 0.7× 50 0.4× 132 1.4× 21 824
Ana I. Marqués Spain 12 544 1.7× 507 1.6× 123 0.6× 179 1.4× 83 0.9× 17 814
Flávio Barboza Brazil 8 273 0.8× 499 1.5× 132 0.6× 244 2.0× 51 0.5× 26 803
Pervaiz Alam United States 18 234 0.7× 701 2.1× 138 0.7× 197 1.6× 63 0.7× 58 1.0k
P. Ravi Kumar India 5 456 1.4× 735 2.2× 221 1.1× 294 2.4× 73 0.8× 6 956
Kenneth O. Cogger United States 11 387 1.2× 411 1.3× 323 1.5× 69 0.6× 104 1.1× 25 833
Thomas E. McKee United States 12 330 1.0× 650 2.0× 135 0.6× 140 1.1× 80 0.8× 28 874
Ram S. Sriram United States 15 150 0.5× 344 1.1× 99 0.5× 76 0.6× 45 0.5× 34 615
Rua‐Huan Tsaih Taiwan 9 225 0.7× 110 0.3× 188 0.9× 55 0.4× 49 0.5× 45 545
Vijay S. Desai United States 6 389 1.2× 438 1.3× 129 0.6× 206 1.7× 76 0.8× 9 625

Countries citing papers authored by Barbro Back

Since Specialization
Citations

This map shows the geographic impact of Barbro Back's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Barbro Back with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Barbro Back more than expected).

Fields of papers citing papers by Barbro Back

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Barbro Back. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Barbro Back. The network helps show where Barbro Back may publish in the future.

Co-authorship network of co-authors of Barbro Back

This figure shows the co-authorship network connecting the top 25 collaborators of Barbro Back. A scholar is included among the top collaborators of Barbro Back based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Barbro Back. Barbro Back is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Back, Barbro, et al.. (2012). The impact of skills and demographics on end-user developers’ use of support. Americas Conference on Information Systems. 1 indexed citations
2.
Liu, Hongyan, et al.. (2012). From Smart Meter Data to Pricing Intelligence -- Visual Data Mining towards Real-Time BI. Journal of the Association for Information Systems. 120. 506–23. 1 indexed citations
3.
Sarlin, Peter, et al.. (2012). Combining Visual Customer Segmentation and Response Modeling.. Journal of the Association for Information Systems. 143. 3 indexed citations
4.
Sarlin, Peter, et al.. (2012). Temporal Customer Segmentation Using the Self-organizing Time Map. 6. 234–240. 4 indexed citations
5.
Eklund, Tomas, et al.. (2011). Customer Feedback Analysis using Collocations. Journal of the Association for Information Systems. 1 indexed citations
6.
Eklund, Tomas, et al.. (2011). Customer portfolio analysis using the SOM. International Journal of Business Information Systems. 8(4). 396–396. 21 indexed citations
7.
Länsiluoto, Aapo, Barbro Back, & Hannu Vanharanta. (2007). Strategic pricing possibilities of grocery retailers: an empirical study. Repositorio Institucional de la Universidad de Huelva (Universidad de Huelva). 7(13). 115–144. 1 indexed citations
8.
Pahikkala, Tapio, Hanna Suominen, Barbro Back, et al.. (2007). Towards automated classification of intensive care nursing narratives. International Journal of Medical Informatics. 76. S362–S368. 15 indexed citations
9.
Suominen, Hanna, et al.. (2007). Applying language technology to nursing documents: Pros and cons with a focus on ethics. International Journal of Medical Informatics. 76. S293–S301. 10 indexed citations
10.
Pahikkala, Tapio, Hanna Suominen, Barbro Back, et al.. (2006). Towards automated classification of intensive care nursing narratives.. PubMed. 124. 789–94. 4 indexed citations
11.
Eklund, Tomas, et al.. (2004). Combining data and text mining techniques for analysing financial reports: Research Articles. Intelligent Systems in Accounting Finance & Management. 12(1). 29–41. 7 indexed citations
12.
Back, Barbro, et al.. (2004). Mining textual contents of financial report. Repositorio Institucional de la Universidad de Huelva (Universidad de Huelva). 4(7). 1–29. 6 indexed citations
13.
Back, Barbro, et al.. (2003). An Artificial Neural Network Based Decision Support System for Budgeting.. International Conference on Enterprise Information Systems. 108–114. 1 indexed citations
14.
Visa, Ari, et al.. (2002). Example Based Text Matching Methodology for Routing Tasks.. Text REtrieval Conference. 2 indexed citations
15.
Eklund, Tomas, Barbro Back, Hannu Vanharanta, & Ari Visa. (2002). ASSESSING THE FEASIBILITY OF SELF-ORGANIZING MAPS FOR DATA MINING FINANCIAL INFORMATION. Journal of the Association for Information Systems. 528–540. 22 indexed citations
16.
Visa, Ari, et al.. (2002). Contents Matching Defined by Prototypes: Methodology Verification with Books of the Bible. Journal of Management Information Systems. 18(4). 87–100. 12 indexed citations
17.
Karlsson, Jonas, Barbro Back, Hannu Vanharanta, & Ari Visa. (2001). Financial Benchmarking of Telecommunications Companies. 6 indexed citations
18.
Visa, Ari, Jarmo Toivanen, Barbro Back, & Hannu Vanharanta. (2000). <title>Toward text understanding: classification of text documents by word map</title>. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 4057. 299–305. 6 indexed citations
19.
Back, Barbro, Teija Laitinen, Kaisa Sere, & Michiel van Wezel. (1996). Choosing Bankruptcy Predictors Using Discriminant Analysis, Logit Analysis, and Genetic Algorithms. 92 indexed citations
20.
Back, Barbro, et al.. (1995). Intelligent IS within business: bankruptcy predictions using neural networks.. European Conference on Information Systems. 99–112. 5 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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