Peer-reviewed publications

A4 Conference proceedings
A Weak‐Form Expert Evaluation of Customer Profiling Models (2014)
Annika Holmbom, Tomas Eklund, Barbro Back
Academic Publishing
A1 Journal article (refereed)
Combining visual customer segmentation and response modeling (2014)
Zhiyuan Yao, Peter Sarlin, Tomas Eklund, Barbro Back
Neural Computing and Applications
View on publisher's site
A1 Journal article (refereed)
Financial Performance Analysis of European Banks using a Fuzzified Self-Organizing Map (2013)
Peter Sarlin, Tomas Eklund
International Journal of Knowledge-Based and Intelligent Engineering Systems
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A4 Conference proceedings
Green vs. Non-Green Customer Behavior: A Self-Organizing Time Map Over Greenness (2013)
Holmbom A H, Rönnqvist S, Sarlin P, Eklund T, Back B
IEEE
View on publisher's site
A4 Conference proceedings
Visual Data-Driven Profiling of Green Consumers (2013)
Holmbom Annika, Sarlin Peter, Yao Zhiyuan, Eklund Tomas, Back Barbro
IEEE
A1 Journal article (refereed)
A Framework for State Transitions on the Self-Organizing Map: Some Temporal Financial Applications (2012)
Sarlin Peter, Yao Zhiyuan, Eklund Tomas
Intelligent Systems in Accounting, Finance and Management
A4 Conference proceedings
Combining Visual Customer Segmentation and Response Modelling (2012)
Yao Zhiyuan, Sarlin Peter, Eklund Tomas, Back Barbro
AIS Electronic Library (AISeL)
A4 Conference proceedings
Electricity Consumption Time Series Profiling: A Data Mining Application in Energy Industry (2012)
Liu Hongyan, Yao Zhiyuan, Eklund Tomas, Back Barbro
Springer
A4 Conference proceedings
From Smart Meter Data to Pricing Intelligence – Visual Data-Mining Towards Real-Time BI (2012)
Liu Hongyan, Yao Zhiyuan, Eklund Tomas, Back Barbro
Association for Information Systems
A1 Journal article (refereed)
Knowledge Creation and Learning in Organizations – Measuring Proactive Vision Using the Co-Evolute Methodology (2012)
Eklund Tomas, Paajanen Petri, Kantola Jussi, Vanharanta Hannu
International Journal of Strategic Change Management
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A4 Conference proceedings
Probabilistic Modeling of State Transitions on the Self-Organizing Map: Some Temporal Financial Applications (2012)
Sarlin Peter, Yao Zhiyuan, Eklund Tomas
IEEE
A3 Book section, Chapters in research books
Smart Metering and Customer Consumption Behavior Profiling Exploring Potential Business Opportunities for DSOs and Electricity Retailers (2012)
Liu Hongyan, Eklund Tomas, Back Barbro
Taylor & Francis
A4 Conference proceedings
Temporal Customer Segmentation Using the Self-Organizing Time Map (2012)
Yao Zhiyuan, Sarlin Peter, Eklund Tomas, Back Barbro
IEEE
A1 Journal article (refereed)
A Clustering and Visualization Approach to the Analysis of Internal Control Structures (2011)
Jokipii Annukka, Länsiluoto Aapo, Eklund Tomas
International Journal of Accounting, Auditing and Performance Evaluation
A4 Conference proceedings
Customer Feedback Analysis Using Collocations (2011)
Eklund Tomas, Toivonen Jarmo, Vanharanta Hannu, Back Barbro
AIS
A1 Journal article (refereed)
Customer Portfolio Analysis Using the SOM (2011)
Holmbom Annika H., Eklund Tomas, Back Barbro
International Journal of Business Information Systems
A3 Book section, Chapters in research books
Financial Performance Analysis of European Banks Using a Fuzzified Self-Organizing Map (2011)
Sarlin Peter, Eklund Tomas
Lecture Notes in Computer Science
A4 Conference proceedings
Financial Performance Analysis of European Banks Using a Fuzzified Self-Organizing Map (2011)
Sarlin Peter, Eklund Tomas
Springer
A4 Conference proceedings
Fuzzy Clustering of the Self-Organizing Map: Some Applications on Financial Time Series (2011)
Sarlin Peter, Eklund Tomas
A4 Conference proceedings
Visual Data Mining: Using Self-Organizing Maps for Electricity Distribution Regulation (2011)
Liu Hongyan, Eklund Tomas, Back Barbro, Vanharanta Hannu
A3 Book section, Chapters in research books
A Visualization and Clustering Approach to Analyzing the Early Warning Signals of Currency Crises (2010)
Shuhua Liu, Tomas Eklund, Mikael Collan, Peter Sarlin
View on publisher's site
A4 Conference proceedings
Combining Unsupervised and Supervised Data Mining Techniques for Conducting Customer Portfolio Analysis (2010)
Zhiyuan Yao, Annika H. Holmbom, Tomas Eklund, Barbro Back
A4 Conference proceedings
A Clustering and Visualization Approach to the Analysis of Internal Control Structures (2009)
Annukka Jokipii, Aapo Länsiluoto, Tomas Eklund
EAA
A1 Journal article (refereed)
Financial Performance Analysis of Scandinavian Telecommunications Companies using Statistical and Neural Networks Techniques (2009)
Adrian Costea, Tomas Eklund, Jonas Karlsson, V. Voineagu
Economic Computation and Economic Cybernetics Studies and Research
A1 Journal article (refereed)
International Creative Tension Study of University Students in South Korea and Finland (2009)
Chang Y, Eklund T, Kantola J, Vanharanta H
Human Factors and Ergonomics in Manufacturing and Service Industries
A4 Conference proceedings
Produktsegmentering med hjälp av den självorganiserande kartan (2009)
Annika H. Holmbom, Tomas Eklund, Barbro Back
TUCS
A4 Conference proceedings
Customer Portfolio Analysis using the SOM (2008)
Holmbom A, Eklund T, Back B
A1 Journal article (refereed)
Evaluating a SOM-Based Financial Benchmarking Tool (2008)
Tomas Eklund, Barbro Back, Hannu Vanharanta, Ari Visa
Journal of Emerging Technologies in Accounting
A3 Book section, Chapters in research books
International Patterns in Manufacturing Strategies (2008)
Ruth Alas, Tomas Eklund, Mikael Collan, Ants Kraus
A4 Conference proceedings
Usability Evaluation of an XP Product (2008)
Tomas Eklund, Franck Tétard, Patrik Ståhl, Piia Hirkman, Barbro Back
A1 Journal article (refereed)
Using the Self-Organizing Map to Visualize and Explore Socio-Economic Development (2007)
Collan M, Eklund T, Back B
EBS Review
A1 Journal article (refereed)
Financial Benchmarking Using the Self-Organizing Map -- A Tool for Visual Benchmarking (2006)
Eklund T
Ekonomiska Samfundets Tidskrift
A3 Book section, Chapters in research books
Providing Managers with a Visual Cross-Level Analysis Method (2006)
Tomas Eklund, Mikael Collan, Aapo Länsiluoto, Barbro Back
A4 Conference proceedings
On Visual Exploration of Breast Cancer Data Using the Self-Organizing Map (2005)
Eklund T, Collan M, Jalava P, Kuopio T, Collan Y
A1 Journal article (refereed)
The Language of Quarterly Reports as an Indicator of Change in the Company'S Financial Status (2005)
Camilla Magnusson, Antti Arppe, Tomas Eklund, Barbro Back, Hannu Vanharanta, Ari Visa
Information & management
View on publisher's site
A1 Journal article (refereed)
Combining Data and Text Mining Techniques for Analyzing Financial Reports (2004)
Kloptchenko A, Eklund T, Back B, Karlsson J, Vanharanta H, Visa A
Intelligent Systems in Accounting, Finance and Management
A1 Journal article (refereed)
Industry Specific Cycles and Companies’ Financial Performance – Comparison with Self-Organizing Maps (2004)
Länsiluoto A, Eklund T, Back B, Vanharanta H, Visa A
Benchmarking
A4 Conference proceedings
A Conceptual Model for a Multiagent Knowledge Building System (2003)
Antonina Kloptchenko, Tomas Eklund, Adrian Costea, Barbro Back
ICEIS
A4 Conference proceedings
A Two Level Approach to Making Class Predictions (2003)
Costea A, Eklund T
A1 Journal article (refereed)
Using the Self-Organizing Map as a Visualization Tool in Financial Benchmarking (2003)
Eklund T, Back B, Vanharanta H, Visa A
Information Visualization
A4 Conference proceedings
A Framework for Predictive Data Mining in the Telecommunications Sector (2002)
Costea A, Eklund T, Karlsson J
A4 Conference proceedings
Assessing the Feasibility of Using Self-Organizing Maps for Data Mining Financial Information (2002)
Eklund T, Back B, Vanharanta H, Visa A
A4 Conference proceedings
Combining Data and Text Mining Techniques for Analyzing Financial Reports (2002)
Kloptchenko A, Eklund T, Back B, Karlsson J, Vanharanta H, Visa A
A3 Book section, Chapters in research books
Financial Benchmarking Using Self-Organizing Maps – Studying the International Pulp and Paper Industry (2002)
Tomas Eklund, Barbro Back, Hannu Vanharanta, Ari Visa
Hershey
View on publisher's site
A1 Journal article (refereed)
Benchmarking Global Pulp and Paper Companies Using Self-Organizing Maps (2001)
Eklund T, Back B, Vanharanta H, Visa A
Paperi ja puu
A4 Conference proceedings
Transforming Passive Information from the Internet into Refined Information Using Self-Organising Maps (2001)
Karlsson J, Eklund T, Back B, Vanharanta H, Visa A


Other publications

D4 Published development or research report or study
Combining Visual Customer Segmentation and Response Modeling (2011)
Yao Zhiyuan, Sarlin Peter, Eklund Tomas, Back Barbro

Last updated on 2017-20-06 at 09:51