prof.dr.ir. H.A.M. Daniels

Tilburg School of Economics and Management

Table of contents

• Journal articles
• Books
• Book chapters
• Working and/or discussion papers
• Reports (government and other final research reports)
• Conference papers

Journal articles

• 2010
  • Daniels, H.A.M., & Velikova, M.V. (2010). Monotone and partially monotone neural networks. IEEE Transactions on Neural Networks, 21(6), 906-917.
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  • Minin, A., Velikova, M.V., Lang, B., & Daniëls, H.A.M. (2010). Comparison of universal approximators incorporating partial monotonicity by structure. Neural Networks, 23, 471-475.
    (More)
• 2009
  • Daniëls, H.A.M., & Caron, E. (2009). Automated explanation of financial data. International Journal of Intelligent Systems in Accounting Finance & Management, 16, 5-19.
    (More)
• 2008
  • Caron, E., & Daniëls, H.A.M. (2008). Explanation of exceptional values in multidimensional databases. European Journal of Operational Research, 188(3), 884-897.
    (More)
• 2006
  • Daniëls, H.A.M., & Velikova, M.V. (2006). Derivation of monotone decision models from noisy data. IEEE Transactions on Systems, Man and Cybernetics, 36(5), 705-710.
    (More)
  • Velikova, M.V., Daniëls, H.A.M., & Feelders, A.J. (2006). Mixtures of monotone networks for prediction. International Journal of Computational Intelligence, 3(3), 205-214.
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  • Velikova, M.V., Daniëls, H.A.M., & Feelders, A.J. (2006). Solving partially monotone problems with neural networks. Enformatika: Transactions on Engineering Computing and Technology, 12, 82-87.
    (More)
• 2005
  • Daniëls, H.A.M., & Noordhuis, H. (2005). Project selection based on intellectual capital scorecards. International Journal of Intelligent Systems in Accounting Finance & Management, 13, 27-32.
    (More)
• 2004
  • Velikova, M.V., & Daniëls, H.A.M. (2004). Decision trees for monotone price models. Computational Management Science, 1(3-4), 231-244.
    (Free access)
    (More)
• 2002
  • Daniëls, H.A.M., & Noordhuis, H. (2002). Management of intellectual capital by optimal portfolio selection. Lecture Notes in Artificial Intelligence, 2569, 613-619.
    (More)
• 2001
  • Feelders, A.J., & Daniëls, H.A.M. (2001). A general model for automated business diagnosis. European Journal of Operational Research, 130(3), 623-637.
    (More)
• 2000
  • Feelders, A.J., Daniëls, H.A.M., & Holsheimer, M. (2000). Methodological and practical aspects of datamining. Information & Management, 37(5), 271-281.
    (More)
• 1999
  • Daniëls, H.A.M., & Kamp, B. (1999). Application of MLP networks to house pricing and bond rating. Neural Computing and Applications, 8(3), 226-234.
    (More)
• 1998
  • Plasmans, J.E.J., Verkooijen, W.J.H., & Daniëls, H.A.M. (1998). Estimating structural exchange rate models by artificial neural networks. Applied Financial Economics, 8(5), 541-551.
    (More)
• 1997
  • Daniëls, H.A.M., Kamp, B., & Verkooijen, W.J.H. (1997). Modelling non-linearity in economic classification with neural networks. Journal of Intelligent Systems in Finance, Accountancy and Management, 6(2), 287-301.
    (More)

Books

• 2008
  • Velikova, M.V., & Daniëls, H.A.M. (2008). Monotone Prediction Models in Data Mining. Saarbrucken: VDM Verlag.
    (More)
• 1999
  • Daniëls, H.A.M. (1999). Van Kunstmatige Intelligentie Naar de Kenniseconomie. Delft: Eburon.
    (More)

Book chapters

• 2007
  • Daniëls, H.A.M., & Caron, E. (2007). Explanation generation in business performance models, with a case study in competition benchmarking. In J. Cardoso, J. Cordeiro, & J. Filipe (Eds.), Proceedings of the 9th International Conference on Enterprise Information Systems, Vol. 2 (pp. 99-128). Spain: University of Madeira.
    (More)
• 2005
  • Caron, E., & Daniëls, H.A.M. (2005). Automated business diagnosis in the OLAP context. In H.A. Fleuren, D. den Hertog, & P.M. Kort (Eds.), Operations Research Proceedings 2004 (pp. 425-433). Springer-Verlag.
    (More)
• 2003
  • Daniëls, H.A.M., & Velikova, M.V. (2003). Derivation of monotone decision models from noisy data. International Conference on Computational Management Science. Book of Absatracts (pp. 62).
    (More)
• 2002
  • Daniëls, H.A.M., & Dissel, H.G. van (2002). Risk management based on expert rules and data mining: A case study in insurance. Proceedings of the 10th European Conference on Information Systems (ECIS) Vol 2 (pp. 1589-1595).
    (More)
• 2001
  • Daniëls, H.A.M. (2001). On the integration of economic knowledge in data mining algorithms. Proceedings SBIT Symposium on Data Mining (pp. 14-19).
    (More)
  • Daniëls, H.A.M., & Feelders, A.J. (2001). On the implementation of monotonicity in economic decision problems. Proceedings of the 8th International Conference on Connexionist Approaches in Economics and Management (ACSEG) (pp. 25-34).
    (More)
  • Daniëls, H.A.M., & Feelders, A.J. (2001). Combining domain knowledge and data for house price modelling with classification trees and neural networks. Proceedings of the 5th European Conference on Principles and Practice of Knowledge Discovery in Databases.
    (More)
• 1999
  • Feelders, A.J., & Daniëls, H.A.M. (1999). Knowledge discovery in practice. In H.C. Jessen (Ed.), Proceedings of the International Conference on Machine Learning and Applications, Workshop 08: Data Mining in Economics, Marketing and Finance (pp. 1-8). Chania, Greece: Hellenic Artificial Intelligence Society.
    (More)
• 1998
  • Daniëls, H.A.M., Kamp, B., & Verkooijen, W.J.H. (1998). Forecasting and classification with neural networks: Application to the mortgage market and bond rating. In # # (Ed.), Proceedings of the 18th International Symposium on Forecasting (ISF 98) (pp. 10). Edinburgh: University of Edinburgh.
    (More)
  • Daniëls, H.A.M., Kamp, B., & Verkooijen, W.J.H. (1998). Application of neural networks to bond rating and house pricing. In J. Deissenberg & J. Aurifeille (Eds.), Biometric Approaches in Management (pp. 159-178). Deventer: Kluwer Academic Publishers.
    (More)
• 1996
  • Daniëls, H.A.M., Verkooijen, W.J.H., & Feelders, A.J. (1996). Kennissystemen voor financiële diagnose: taak en modelperspectief. In P.A.M. Ribbers, J.A.M. Oonincx, & C.A.T. Takkenberg (Eds.), Organisatie, Besturing en Informatie: Ontwikkeling van Theorie en Praktijk (pp. 307-332). Alphen a/d Rijn: Samson Bedrijfsadministratie.
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  • Daniëls, H.A.M., Kamp, B., & Verkooijen, W.J.H. (1996). Design of neural networks for prediction and classification in economic problems. In J. Vlacic (Ed.), Proceedings of the IFAC/IFIP/IFORS Conference "Modelling of National and Regional Economics" (pp. 387-397). London: Pergamon Press.
    (More)
  • Plasmans, J.E.J., Verkooijen, W.J.H., & Daniëls, H.A.M. (1996). Exchange rate modelling using artificial neural networks. In C. Dunis (Ed.), Proceedings of the International Conference on 'Forecasting Financial Markets - New Advances for Exchange Rates, Interest Rates and Asset Management'. London: Routledge.
    (More)
• ????
  • Daniëls, H.A.M., & Jonge, B. de (????). Project selection in knowledge intensive organisations based on intellectual capital scorecards. In C. Ciborra, R. Mercurio, M. De Marco, M. Martinez, & A. Cavignani (Eds.), Proceedings of the 11th European Conference on Information Systems (ECIS).
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Working and/or discussion papers

• 2003
  • Daniëls, H.A.M., & Velikova, M.V. (2003). Derivation of Monotone Decision Models from Non-Monotone Data. (CentER Discussion Paper, 2003-30, 2003-030) pp. 1-16.
    (Free access)
    (More)
• 2001
  • Daniëls, H.A.M., & Feelders, A.J. (2001). Integrating Economic Knowledge in Data Mining Algorithms. (CentER Discussion Paper, 2001-63, 2001-063) pp. 1-16.
    (Free access)
    (More)
• 2000
  • Daniëls, H.A.M., & Feelders, A.J. (2000). Combining Domain Knowledge and Data in Datamining Systems. (CentER Discussion Paper, 2000-63, 2000-063) pp. 1-21.
    (Free access)
    (More)
• 1997
  • Daniëls, H.A.M., Kamp, B., & Verkooijen, W.J.H. (1997). Application of Neural Networks to House Pricing and Bond Rating. (CentER Discussion Paper, 1997-96, 1997-096) pp. 1-18.
    (Free access)
    (More)
• 1995
  • Verkooijen, W.J.H., Plasmans, J.E.J., & Daniels, H.A.M. (1995). Long-run exchange rate determination: A neural network study. (CentER Discussion Paper, 1995-109, 1995-109)
    (Free access)
    (More)
• 1989
  • Berndsen, R.J., & Daniels, H.A.M. (1989). Qualitative economics in Prolog. (ITK research report / Institute for Language Technology and Artificial Intelligence, 8)
    (Free access)
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Reports (government and other final research reports)

• 2004
  • Caron, E., & Daniëls, H.A.M. (2004). Diagnosis in the OLAP Context. (ERIM Research Paper, 2004-063-L) pp. 1-18. Rotterdam: ERIM.
    (More)
• 2003
  • Daniëls, H.A.M., & Dissel, H.G. van (2003). Combining Expert Knowledge and Databases for Risk Management. (ERIM Report Series on Research in Management ERS-2003-, 002-LIS) pp. 1-12. Rotterdam: ERIM.
    (More)
  • Daniëls, H.A.M., & Jonge, B. de (2003). Project Selection Directed by Intellectual Capital Scorecards. (ERIM Report Series on Research in Management ERS-2003-, 001-LIS) pp. 1-11. Rotterdam: ERIM.
    (More)
• 1998
  • Feelders, A.J., & Daniëls, H.A.M. (1998). A General Model for Automated Business Diagnosis. (Management Report Series, 22) pp. 1-25. Rotterdam: Erasmus Institute for Advanced Studies in Management.
    (More)
• 1996
  • Daniëls, H.A.M., Kamp, B., & Verkooijen, W.J.H. (1996). Controlling the Flexibility of Neural Networks, An Empirical Study in Financial Modelling. (Management Report Series, 288) pp. 1-20. Rotterdam: Institute for Advanced Studies in Management.
    (More)

Conference papers

• 2011
  • Daniëls, H.A.M., & Caron, E. (2011). Analysis of variance in OLAP information systems. Proceedings of the 8th International conference on Computational Management Science (CMS2011) (p. 18). Neuchâtel: Computer Science Department, University of Neuchâtel.
    (More)
• 2010
  • Caron, E., & Daniëls, H.A.M. (2010). What-if analysis in OLAP, with a case study in supermarket sales data. In J. Cordeiro (Ed.), Proceedings of the 12th International Conference on Enterprise Information Systems (ICEIS 2010) (pp. 208-213). Berlin: Springer-Verlag.
    (More)
• 2009
  • Caron, E., & Daniëls, H.A.M. (2009). Business analysis in the OLAP context. Proceedings of the 11th International Conference on Enterprise Information Systems (ICEIS 2009) (pp. 325-331). Berlin: Springer-Verlag.
    (More)
  • Velikova, M.V., & Daniëls, H.A.M. (2009). On testing monotonicity of datasets. In R. Potharst & A. Feelders (Eds.), Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2009) (pp. 11-23).
    (Free access)
    (More)
• 2008
  • Caron, E., & Daniëls, H.A.M. (2008). Extensions to the OLAP framework for business analysis. In J. Cordeiro & A. Ranchordas (Eds.), Proceedings of the 3rd International Conference on Software and Data Technologies (ICSOFT) (pp. 240-247). Berlin: Springer-Verlag.
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  • Velikova, M.V., Daniëls, H.A.M., & Samulski, M. (2008). Partially monotone networks applied to breast cancer detection on mammograms. In V. Kurkova-Pohlova, R. Neruda, & J. Koutnik (Eds.), Proceedings of the 18th International Conference on Artificial Neural Networks (ICANN 2008) (pp. 917-926). Heidelberg: Springer-Verlag. (Lecture Notes in Computer Science, 5163).
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• 2006
  • Daniëls, H.A.M., & Smits, M.T. (2006). Portfolio optimization as a tool for knowledge management. In H.D. Haasis, H. Kopfer, & J. Schonberger (Eds.), Operations Research Proceedings 2005 (pp. 633-639). Berlin: Springer-Verlag.
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