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Department: Any ÅAU / Department of Information Technologies UTU / Department of Information Technology UTU / Department of Mathematics and Statistics UTU / Turku School of Economics, Institute of Information Systems Sciences

Research Unit: Any Algorithmics and Computational Intelligence Group (ACI) Biomathematics Research Unit (BIOMATH) Communication Systems (ComSys) Computational Biomodeling Laboratory (Combio Lab) Data Mining and Knowledge Management Laboratory Distributed Systems Laboratory (DS Lab) Embedded Computer and Electronic Systems (ECES) Embedded Systems Laboratory (ESLAB) FUNDIM, Fundamentals of Computing and Discrete Mathematics Institute for Advanced Management Systems Research (IAMSR) Learning and Reasoning Lab Software Construction Laboratorium Software Development Laboratory (SwDev) Software Engineering Laboratory (SE Lab) Turku BioNLP Group Turku Optimization Group (TOpGroup) UTU Information Systems Science (ISS)

Publication type: Any Monographs Edited books Edited special issues of journals Edited proceedings Articles in journals Articles in proceedings Chapters in edited books Ph.D. thesis Lic. thesis Technical reports

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Articles in journals (3):

• Peter Sarlin, Dorina Marghescu, Visual Predictions of Currency Crises using Self-Organizing Maps. Intelligent Systems in Accounting, Finance and Management 18(1), 15–38, 2011.
• Peter Sarlin, Dorina Marghescu, Neuro-Genetic Predictions of Currency Crises. Intelligent Systems in Accounting, Finance and Management 18(4), 145–160, 2011.
• Dorina Marghescu, Peter Sarlin, Shuhua Liu, Early Warning Analysis for Currency Crises in Emerging Markets: A Revisit with Fuzzy Clustering. Intelligent Systems in Accounting, Finance and Management 17(3-4), 143–165, 2010.

Articles in proceedings (11):

• Dorina Marghescu, Minna Kallio, Barbro Back, Using Financial Ratios to Select Companies for Tax Auditing: A Preliminary Study. In: Organizational, Business, and Technological Aspects of the Knowledge Society (Proceedings of WSKS2010), CCIS 112, 393-398, Springer, 2010.
• Peter Sarlin, Dorina Marghescu, Visual Predictions of Currency Crises Using Self-Organizing Maps. In: Proceedings of the IEEE International Conference on Data Mining Workshops (ICDMW'10), 14-17 December, Sydney, Australia , 2010.
• Dorina Marghescu, Usability Evaluation of Information Systems: a Review of Five International Standards. In: C. et al. Barry (Ed.), The Inter-Networked World: ISD Theory, Practice, and Education. (Proceedings of the 16th Int. Conf. on Information Systems Development - ISD 2007), Springer-Verlag, 2008.
• Dorina Marghescu, Evaluation of Projection Techniques Using Hubert's Gamma Statistics Evaluation of Projection Techniques Using Hubert's Gamma Statistics. In: Proceedings of IADIS European Conference on Data Mining, 5-7 July, 2007, Lisbon, Portugal, 192-197, IADIS Press, 2007.
• Dorina Marghescu, User Evaluation of Multidimensional Data Visualization Techniques for Financial Benchmarking . In: Proceedings of the European Conference on Information Management and Evaluation (ECIME 2007), 341-356, 2007.
• Dorina Marghescu, Multidimensional Data Visualization Techniques for Exploring Financial Performance Data. In: Electronic Proceedings of the 13th Americas Conference on Information Systems (AMCIS 2007) , 2007.
• Dorina Marghescu, Evaluating the Effectiveness of Projection Techniques in Visual Data Mining. In: Proceddings of the 6th IASTED International Conference on Visualization, Imaging, and Image Processing (VIIP2006), 28-30 August, Palma de Mallorca, Spain, 94-103, ACTA Press, 2006.
• Mikko Rajanen, Dorina Marghescu, The Impact of Game Usability to Player Attitude. In: Proceedings of the 29th Information Systems Research Seminar in Scandinavia (IRIS 29), August 12-15, 2006, Elsinore, Denmark, 2006.
• Dorina Marghescu, Mikko J. Rajanen, Assessing the Use of the SOM Technique in Data Mining. In: Proceedings of the IASTED International Conference on Databases and Applications, February 14 – 16, 2005, Innsbruck, Austria, 181-186, Acta Press, 2005.
• Dorina Marghescu, Mikko Rajanen, Barbro Back, Evaluating the Quality of Use of Visual Data-Mining Tools. In: Dan Remenyi (Ed.), Proceedings of 11th European Conference on IT Evaluation, 11-12 November, 2004, Amsterdam, Netherlands, 239-250, Academic Conferences Limited, 2004.
• Dorina Marghescu, A Conceptual Framework for Evaluating the Quality of Visualization Tools in Data Mining. In: Electronic Proceedings of the 26th Information Systems Research Seminar in Scandinavia (IRIS26), August 9-12, 2003, Haikko Manor, Finland, Helsinki School of Economics, Dept. of Information Systems Science, 2003.

Chapters in edited books (1):

• Hanna Suominen, Sampo Pyysalo, Marketta Hiissa, Filip Ginter, Shuhua Liu, Dorina Marghescu, Tapio Pahikkala, Barbro Back, Helena Karsten, Tapio Salakoski, Performance Evaluation Measures for Text Mining. In: Min Song, Yi-Fang Wu (Eds.), Handbook of Research on Text and Web Mining Technologies, 2, 724–747, IGI Global, 2008.

Ph.D. thesis (1):

• Dorina Marghescu, Evaluating Multidimensional Visualization Techniques in Data Mining Tasks. TUCS Dissertations 107. Turku Centre for Computer Science, 2008.

Technical reports (4):

• Dorina Marghescu, Minna Kallio, Barbro Back, Using Financial Ratios to Select Companies for Tax Auditing: And Exploratory Analysis. TUCS Technical Reports 996, Turku Centre for Computer Science, 2010.
• Dorina Marghescu, Shuhua Liu, Peter Sarlin, Evaluation of a Fuzzy C-Means Model in Currency Crisis Prediction. TUCS Technical Reports 970, Turku Centre for Computer Science, 2010.
• Peter Sarlin, Dorina Marghescu, Visual Predictions of Currency Crises: A Comparison of Self-Organizing Maps with Probit Models. TUCS Technical Reports 978, Turku Centre for Computer Science, 2010.
• Dorina Marghescu, Multidimensional Data Visualization Techniques for Financial Performance Data: A Review. TUCS Technical Reports 810, Turku Centre for Computer Science, 2007.