Found 60 results
Data Mining Techniques for Software Effort Estimation: a Comparative Study . IEEE Transactions on Software Engineering. 38(2):375-397.
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2012. Design and Evaluation of Empirical Models for Stock Price Prediction. Research paper, Faculty of Applied Economics.
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2012. Media coverage in times of political crisis: a text mining approach. Expert Systems with Applications. 39:11616–11622.
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2012. New insights into churn prediction in the telecommunication sector: a profit driven data mining approach . European Journal of Operational Research. 218(1):211-229.
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2012. Towards a Particle Swarm Optimization-Based Regression Rule Miner. IEEE 12th International Conference on Data Mining Workshops. :961-963.
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2012. Building comprehensible customer churn prediction models with advanced rule induction techniques. Expert Systems with Applications. 38(3):2354-2364.
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2011. Editorial Survey: Swarm Intelligence for Data Mining . Machine Learning. 82(1):1-42.
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2011. Guest Editorial White Box Nonlinear Prediction Models. IEEE Transactions on Neural Networks. 22(12):2406-2408.
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2011. Identifying Financially Successful Start-Up Profiles with Data Mining . Expert Systems With Applications. 38:5794-5800.
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2011. Performance of classification models from a user perspective . Decision Support Systems. 51(4):782-793.
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2011. Process discovery in event logs: An application in the telecom industry . Applied Soft Computing. 11(2):1697-1710.
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2011. To Tune or not to Tune: Rule Evaluation for Metaheuristic-based Sequential Covering Algorithms. Working Paper, Universiteit Gent.
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2011. Building Acceptable Classification Models . Special Issue on Data Mining. 8:83-74.
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2010. Credit Rating Prediction Using Ant Colony Optimization. Journal of the Operational Research Society. 61:561-573.
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2010. From Linear to Non-linear Kernel Based Classifiers for Bankruptcy Prediction. Neurocomputing. 73(16-18):2955-2970.
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2010. An Overview and Framework for PD Backtesting and Benchmarking. Journal of the Operational Research Society. 61:359-373.
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2010. 50 years of Data Mining and OR: upcoming trends and challenges . Journal of the Operational Research Society. 60(S1):S16-S23.
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2009. Decompositional Rule Extraction from Support Vector Machines by Active Learning. IEEE Transactions on Knowledge and Data Engineering. 21:178-191.
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2009. Including Domain Knowledge in Customer Churn Prediction Using AntMiner+. 9th Industrial Conference on Data Mining ICDM, Workshop on Data Mining in Marketing DMM, July 22.
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2009. Inferring comprehensible business/ICT alignment rules. Information {&} Management. 46:116-124.
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2009. Robust Process Discovery with Artificial Negative Events. Journal Publications In Press David Martens, Foster Provost Explaining Documents' Classifications MIS Quarterly, SCI 2010 Impact Factor: 5.041 2012 Enric Junqué de Fortuny, Tom De Smedt, David Martens and Walter Daelemans Media coverage in times . 10:1305-1340.
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2009. Building Acceptable Classification Models for Financial Engineering Applications. SIGKDD Explorations. 10:30–31.
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2008. Mining Software Repositories for Comprehensible Software Fault Prediction Models. Journal of Systems and Software. 81:823-839.
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2008. Predicting Going Concern Opinion with Data Mining. Decision Support Systems. 45:765-777.
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