Photo of Hennie Daniels

Hennie Daniels

prof.dr.ir.

  • Warandelaan 2, Koopmans Building, room K 643

    5037 AB Tilburg

    Netherlands

1988 …2018
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Research Output 1988 2018

Abstract

A comparison of three models to predict liquidity flows between banks based on daily payments transactions

Triepels, R. & Daniels, H., Aug 2016.

Research output: Contribution to conferenceAbstractOther research output

Extending the OLAP Framework for Automated Explanatory Tasks

Caron, E. & Daniels, H., 2004. 1 p.

Research output: Contribution to conferenceAbstractOther research output

Supervision of financial market infrastructures using temporal network analysis

Triepels, R. & Daniels, H., Jun 2016.

Research output: Contribution to conferenceAbstractOther research output

Article

A general model for automated business diagnosis

Feelders, A. J. & Daniëls, H. A. M., 2001, In : European Journal of Operational Research. 130, 3, p. 623-637 14 p.

Research output: Contribution to journalArticleScientificpeer-review

A non-parametric test for partial monotonicity in multiple regression

van Beek, M. & Daniëls, H. A. M., Jun 2014, In : Computational Economics. 44, 1, p. 87-100

Research output: Contribution to journalArticleScientificpeer-review

Monotonicity
Nonparametric test
Multiple regression
Simulation
Ceteris paribus

Application of MLP networks to house pricing and bond rating

Daniëls, H. A. M. & Kamp, B., 1999, In : Neural Computing and Applications. 8, 3, p. 226-234 8 p.

Research output: Contribution to journalArticleScientificpeer-review

Automated explanation of financial data

Daniëls, H. A. M. & Caron, E. A. M., 2009, In : International Journal of Intelligent Systems in Accounting Finance & Management. 16, p. 5-19

Research output: Contribution to journalArticleScientificpeer-review

Financial data
Retail
Diagnostics
Statistics
Methodology

Business intelligence for improving supply chain risk management

Liu, L., Daniels, H. A. M., van Oosterhout, M. & van Dalen, J., 2014, In : International Journal of Advanced Logistics. 2, 2, p. 18-29

Research output: Contribution to journalArticleScientificpeer-review

Business intelligence
Management control
Supply risk management
Risk management
Analysts
128 Downloads (Pure)

Causal reasoning and explanation in dynamic economic systems

Berndsen, R. J. & Daniels, H. A. M., 1994, In : Journal of Economic Dynamics and Control. 18, 1, p. 251-271

Research output: Contribution to journalArticleScientificpeer-review

File
Neural Networks (Computer)
Neural networks
Multilayer neural networks

Data driven fraud detection in international shipping

Triepels, R., Daniels, H. & Feelders, A. J., Jun 2018, In : Expert Systems with Applications. 99, p. 193-202

Research output: Contribution to journalArticleScientificpeer-review

Freight transportation
Bayesian networks
Topology
Personnel
Industry

Decision trees for monotone price models

Velikova, M. V. & Daniëls, H. A. M., 2004, In : Computational Management Science. 1, 3-4, p. 231-244 13 p.

Research output: Contribution to journalArticleScientificpeer-review

Derivation of monotone decision models from noisy data

Daniëls, H. A. M. & Velikova, M. V., 2006, In : IEEE Transactions on Systems, Man and Cybernetics C Applications and Reviews. 36, 5, p. 705-710

Research output: Contribution to journalArticleScientificpeer-review

Estimating structural exchange rate models by artificial neural networks

Plasmans, J. E. J., Verkooijen, W. J. H. & Daniëls, H. A. M., 1998, In : Applied Financial Economics. 8, 5, p. 541-551 10 p.

Research output: Contribution to journalArticleScientificpeer-review

Explanation of exceptional values in multidimensional databases

Caron, E. A. M. & Daniëls, H. A. M., 2008, In : European Journal of Operational Research. 188, 3, p. 884-897

Research output: Contribution to journalArticleScientificpeer-review

Online Analytical Processing
Managers
Multidimensional Model
Multidimensional Data
Methodology

Explanatory analytics in OLAP

Caron, E. A. M. & Daniëls, H. A. M., 2013, In : International Journal of Business Intelligence Research. 4, 3, p. 67-82

Research output: Contribution to journalArticleScientificpeer-review

Industry
Sales
Information systems
Availability
Statistical Models

Management of intellectual capital by optimal portfolio selection

Daniëls, H. A. M. & Noordhuis, H., 2002, In : Lecture Notes in Artificial Intelligence. 2569, p. 613-619 6 p.

Research output: Contribution to journalArticleScientificpeer-review

Methodological and practical aspects of datamining

Feelders, A. J., Daniëls, H. A. M. & Holsheimer, M., 2000, In : Information & Management. 37, 5, p. 271-281 10 p.

Research output: Contribution to journalArticleScientificpeer-review

Mixtures of monotone networks for prediction

Velikova, M. V., Daniëls, H. A. M. & Feelders, A. J., 2006, In : International Journal of Computational Intelligence. 3, 3, p. 205-214

Research output: Contribution to journalArticleScientificpeer-review

Modelling non-linearity in economic classification with neural networks

Daniëls, H. A. M., Kamp, B. & Verkooijen, W. J. H., 1997, In : International Journal of Intelligent Systems in Accounting Finance & Management. 6, 2, p. 287-301 14 p.

Research output: Contribution to journalArticleScientificpeer-review

Monotone and partially monotone neural networks

Daniëls, H. A. M. & Velikova, M. V., 2010, In : IEEE Transactions on Neural Networks. 21, 6, p. 906-917

Research output: Contribution to journalArticleScientificpeer-review

Neural networks

Project selection based on intellectual capital scorecards

Daniëls, H. A. M. & Noordhuis, H., 2005, In : International Journal of Intelligent Systems in Accounting Finance & Management. 13, p. 27-32 5 p.

Research output: Contribution to journalArticleScientificpeer-review

276 Downloads (Pure)

Qualitative dynamics and causality in a Keynesian model

Berndsen, R. J. & Daniels, H. A. M., 1990, In : Journal of Economic Dynamics and Control. 14, 2, p. 435-450

Research output: Contribution to journalArticleScientificpeer-review

File
40 Downloads (Pure)

Qualitative economics: An implementation in Prolog

Berndsen, R. J. & Daniels, H. A. M., 1991, In : Computer science in economics and management. 4, p. 1-13

Research output: Contribution to journalArticleScientificpeer-review

File

Solving partially monotone problems with neural networks

Velikova, M. V., Daniëls, H. A. M. & Feelders, A. J., 2006, In : Enformatika: Transactions on Engineering Computing and Technology. 12, p. 82-87

Research output: Contribution to journalArticleScientificpeer-review

Book

Monotone Prediction Models in Data Mining

Velikova, M. V. & Daniëls, H. A. M., 2008, Saarbrucken: VDM Verlag. 216 p.

Research output: Book/ReportBookScientific

Van Kunstmatige Intelligentie Naar de Kenniseconomie

Daniëls, H. A. M., 1999, Delft: Eburon. 32 p.

Research output: Book/ReportBookProfessional

Chapter

Application of neural networks to bond rating and house pricing

Daniëls, H. A. M., Kamp, B. & Verkooijen, W. J. H., 1998, Biometric Approaches in Management. Deissenberg, J. & Aurifeille, J. (eds.). Deventer: Kluwer Academic Publishers, p. 159-178

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Automated business diagnosis in the OLAP context

Caron, E. A. M. & Daniëls, H. A. M., 2005, Operations Research Proceedings 2004. Fleuren, H. A., den Hertog, D. & Kort, P. M. (eds.). Springer Verlag, p. 425-433 486 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Business intelligence for improving supply chain risk management

Liu, L., Daniels, H. A. M. & Hofman, W., 2014, Enterprise Information Systems: Revised Selected Papers, ICEIS 2013. Hammoudi, S., Cordeiro, J., Maciaszek, L. A. & Filipe, J. (eds.). Heidelberg: Springer Verlag, Vol. 190. p. 190-205 (Lecture Notes in Business Information Processing; vol. 190).

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Business intelligence
Management control
Supply risk management
Diagnostics
Analysts

Combining domain knowledge and data for house price modelling with classification trees and neural networks

Daniëls, H. A. M. & Feelders, A. J., 2001, Proceedings of the 5th European Conference on Principles and Practice of Knowledge Discovery in Databases. Unknown Publisher

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Derivation of monotone decision models from noisy data

Daniëls, H. A. M. & Velikova, M. V., 2003, International Conference on Computational Management Science. Book of Absatracts. Unknown Publisher, p. 62-62

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Design of neural networks for prediction and classification in economic problems

Daniëls, H. A. M., Kamp, B. & Verkooijen, W. J. H., 1996, Proceedings of the IFAC/IFIP/IFORS Conference "Modelling of National and Regional Economics". Vlacic, J. (ed.). London: Pergamon Press, p. 387-397

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Detection and explanation of anomalies in real-time gross settlement systems by lossy data compression

Triepels, R., Daniels, H. & Heijmans, R., 2018, (Accepted/In press) tba. Heidelberg: Springer Verlag, (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Exchange rate modelling using artificial neural networks

Plasmans, J. E. J., Verkooijen, W. J. H. & Daniëls, H. A. M., 1996, Proceedings of the International Conference on 'Forecasting Financial Markets - New Advances for Exchange Rates, Interest Rates and Asset Management'. Dunis, C. (ed.). London: Routledge

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Explanation generation in business performance models, with a case study in competition benchmarking

Daniëls, H. A. M. & Caron, E. A. M., 2007, Proceedings of the 9th International Conference on Enterprise Information Systems, Vol. 2. Cardoso, J., Cordeiro, J. & Filipe, J. (eds.). Spain: University of Madeira, p. 99-128

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Explanatory analysis for risk management

Liu, L. & Daniels, H., Feb 2013, Proceedings of the 7th International Workshop on Value Modeling and Business Ontology. Delft: TU Delft

Research output: Chapter in Book/Report/Conference proceedingChapterProfessional

Forecasting and classification with neural networks: Application to the mortgage market and bond rating

Daniëls, H. A. M., Kamp, B. & Verkooijen, W. J. H., 1998, Proceedings of the 18th International Symposium on Forecasting (ISF 98). Edinburgh: University of Edinburgh, p. 10-10

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Kennissystemen voor financiële diagnose: taak en modelperspectief

Daniëls, H. A. M., Verkooijen, W. J. H. & Feelders, A. J., 1996, Organisatie, Besturing en Informatie: Ontwikkeling van Theorie en Praktijk. Ribbers, P. A. M., Oonincx, J. A. M. & Takkenberg, C. A. T. (eds.). Alphen a/d Rijn: Samson Bedrijfsadministratie, p. 307-332 26 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Knowledge discovery in practice

Feelders, A. J. & Daniëls, H. A. M., 1999, Proceedings of the International Conference on Machine Learning and Applications, Workshop 08: Data Mining in Economics, Marketing and Finance. Jessen, H. C. (ed.). Chania, Greece: Hellenic Artificial Intelligence Society, p. 1-8

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

On the implementation of monotonicity in economic decision problems

Daniëls, H. A. M. & Feelders, A. J., 2001, Proceedings of the 8th International Conference on Connexionist Approaches in Economics and Management (ACSEG). Unknown Publisher, p. 25-34

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

On the integration of economic knowledge in data mining algorithms

Daniëls, H. A. M., 2001, Proceedings SBIT Symposium on Data Mining. Unknown Publisher, p. 14-19

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Project selection in knowledge intensive organisations based on intellectual capital scorecards

Daniëls, H. A. M. & de Jonge, B., 2003, Proceedings of the 11th European Conference on Information Systems (ECIS). Ciborra, C., Mercurio, R., De Marco, M., Martinez, M. & Cavignani, A. (eds.). Unknown Publisher

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Risk management based on expert rules and data mining: A case study in insurance

Daniëls, H. A. M. & van Dissel, H. G., 2002, Proceedings of the 10th European Conference on Information Systems (ECIS) Vol 2. Unknown Publisher, p. 1589-1595

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Uncovering document fraud in maritime freight transport based on probabilistic classification

Triepels, R., Feelders, A. F. & Daniels, H., 2015, Lecture Notes in Computer Science. Springer Verlag, Vol. 9339. p. 282-293 12 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Freight transportation
Supply chains
Visibility
Data mining
Trajectories
Conference contribution

Analysis for detecting and explaining exceptions in business data

Liu, L. & Daniëls, H. A. M., 2013, Proceedings of the 26th Bled eConference. Lux Wigand, D. & et al (eds.). Bled: Unknown Publisher, p. 349-358

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Competitive intelligence
Industry

Analysis of variance in OLAP information systems

Daniëls, H. A. M. & Caron, E. A. M., 2011, Proceedings of the 8th International conference on Computational Management Science (CMS2011). Neuchâtel: Computer Science Department, University of Neuchâtel, p. 18

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Anomaly detection in real-time gross payment data

Triepels, R., Daniels, H. & Heijmans, R., 2017, Proceedings of the 19th International Conference on Enterprise Information Systems (ICEIS 2017). Camp, O. & Filipe, J. (eds.). SciTePress, p. 433-441

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Application of constraint propagation in monetary economics

Berndsen, R. J. & Daniels, H. A. M., 1988, Proceedings of the conference on Expert Systems and their Applications, Avignon. Unknown Publisher, p. 129-143

Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

Auditing data reliability in international logistics: An application of bayesian networks

Liu, L., Daniels, H. A. M. & Triepels, R. J. M. A., 2014, Proceedings of the 16th International Conference on Enterprise Information Systems (ICEIS 2014). Hammoudi, S., Maciaszek, L. & Cordeiro, J. (eds.). Lisbon, p. 707-712

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Bayesian networks
Logistics
Industry
Risk management