Journal papers

  1. Stavros Lopatatzidis, Jasper De Bock, Gert de Cooman, Stijn De Vuyst and Joris Walraevens, Robust queueing theory: an initial study using imprecise probabilities. Queueing Systems: Theory and Applications, vol. 82(1), pp. 75--101, 2016. DOI: 10.1007/s11134-015-9458-6.
  2. Stavros Lopatatzidis, Jasper De Bock and Gert de Cooman, Computing lower and upper expected first passage and return times in imprecise birth-death chains. International Journal of Approximate Reasoning, vol. 80, pp. 137–173, 2017. DOI 10.1016/j.ijar.2016.08.008.
  3. Gert de Cooman, Jasper De Bock and Stavros Lopatatzidis, Imprecise stochastic processes in discrete time: global models, imprecise Markov chains, and ergodic theorems. International Journal of Approximate Reasoning, vol. 76, pp. 18–46, 2016. DOI: 10.1016/j.ijar.2016.04.009.
  4. Jasper De Bock, Marcio Diniz, Arthur Van Camp and Gert de Cooman, Representation theorems for partially exchangeable random variables. Fuzzy Sets and Systems, vol. 284, pp. 1–30, 2016. DOI: 10.1016/j.fss.2014.10.027.
  5. Jasper De Bock and Gert de Cooman, Conditioning, updating, and lower probability zero. International Journal of Approximate Reasoning, vol. 67, pp. 1–36, 2015. DOI: 10.1016/j.ijar.2015.08.006.
  6. Jasper De Bock and Gert de Cooman, Credal networks under epistemic irrelevance: The sets of desirable gambles approach, International Journal of Approximate Reasoning, vol. 56 (part A), pp. 178-207, 2015. DOI: 10.1016/j.ijar.2014.07.002.
  7. Erik Quaeghebeur, Gert de Cooman and Filip Hermans, Accept & reject statement-based uncertainty models. International Journal of Approximate Reasoning, vol. 57, pp. 69–102, 2015. DOI: 10.1016/j.ijar.2014.12.003, arXiv:1208.4462.
  8. Gert de Cooman, Jasper De Bock and Márcio Alves Diniz, Coherent predictive inference under exchangeability with imprecise probabilities, Journal of Artificial Intelligence Research, vol. 52, pp. 1-95, 2015. DOI: 10.1613/jair.4490.
  9. Jasper De Bock and Gert de Cooman, Extreme lower previsions, Journal of Mathematical Analysis and Applications, vol. 421, pp. 1042-1080, 2014. DOI: 10.1016/j.jmaa.2014.07.067.
  10. Jasper De Bock and Gert de Cooman, An efficient algorithm for estimating state sequences in imprecise hidden Markov models. Journal of Artificial Intelligence Research, vol. 50, pp. 189-233, 2014. DOI: 10.1613/jair.4385.
  11. Gert de Cooman and Enrique Miranda, Lower previsions induced by filter maps. Journal of Mathematical Analysis and Applications, vol. 410, pp. 101–116, 2014. DOI: 10.1016/j.jmaa.2013.08.006.
  12. Gert de Cooman and Enrique Miranda, Independent natural extension for sets of desirable gambles, Journal of Artificial Intelligence Research, vol. 45, pp. 601-640, 2012. DOI: 10.1613/jair.3770.
  13. Enrique Miranda, Marco Zaffalon and Gert de Cooman, Conglomerable natural extension. International Journal of Approximate Reasoning, vol. 53, pp. 1200–1227, 2012. DOI: 10.1016/j.ijar.2012.06.015.
  14. Erik Quaeghebeur, Keivan Shariatmadar and Gert de Cooman, Constrained optimisation problems under uncertainty with coherent lower previsions. Fuzzy Sets and Systems, 2012, vol. 206, pp. 74–88. DOI: 10.1016/j.fss.2012.02.004.
  15. Filip Hermans and Gert de Cooman, Characterisation of ergodic upper transition operators, International Journal of Approximate Reasoning, 2012, vol. 53, pp. 573–583. DOI: 10.1016/j.ijar.2011.12.008.
  16. Gert de Cooman and Erik Quaeghebeur, Exchangeability and sets of desirable gambles, International Journal of Approximate Reasoning, 2012, vol. 53, pp. 363–395. DOI:10.1016/j.ijar.2010.12.002.
  17. Gert de Cooman, Enrique Miranda and Marco Zaffalon, Independent natural extension, Artificial Intelligence, 2011, vol. 175, pp. 1911-1950. DOI:10.1016/j.artint.2011.06.001.
  18. Gert de Cooman, Filip Hermans, Marco Zaffalon and Alessandro Antonucci, Epistemic irrelevance in credal nets: the case of imprecise Markov trees, International Journal of Approximate Reasoning, 2010, vol. 51, pp. 1029-1052. DOI: 10.1016/j.ijar.2010.08.011.
  19. Gert de Cooman, Erik Quaeghebeur and Enrique Miranda, Exchangeable lower previsions, Bernoulli, 2009, vol. 15, pp. 721-735. DOI:10.3150/09-BEJ182, arXiv:0909.1148.
  20. Gert de Cooman, Filip Hermans, and Erik Quaeghebeur, Imprecise Markov chains and their limit behaviour, Probability in the Engineering and Informational Sciences, 2009, vol. 23, pp. 597-635. DOI:10.1017/S0269964809990039, arXiv:0801.0980.
  21. Gert de Cooman, Enrique Miranda and Erik Quaeghebeur, Representation insensitivity in immediate prediction under exchangeability, International Journal of Approximate Reasoning, 2009, vol. 50, pp. 204–216. DOI:10.1016/j.ijar.2008.03.010.
  22. Erik Quaeghebeur and Gert de Cooman, Learning in games using the Imprecise Dirichlet Model, International Journal of Approximate Reasoning, 2009, vol. 50, pp. 243-256. DOI:10.1016/j.ijar.2008.03.012.
  23. Gert de Cooman and Enrique Miranda, Forward irrelevance, Journal of Statistical Planning and Inference, 2009, vol. 139, pp.256-276. DOI:10.1016/j.jspi.2008.01.012.
  24. Gert de Cooman, Matthias C. M. Troffaes and Enrique Miranda, n-Monotone exact functionals, Journal of Mathematical Analysis and Applications, 2008, vol. 347, pp. 143-156. DOI:10.1016/j.jmaa.2008.05.071. arXiv:0801.1962.
  25. Gert de Cooman and Filip Hermans, Imprecise probability trees: Bridging two theories of imprecise probability, Artificial Intelligence, 2008, vol. 172, pp. 1400-1427. DOI:10.1016/j.artint.2008.03.001. arXiv:0801.1196.
  26. Erik Quaeghebeur and Gert de Cooman, Extreme lower probabilities, Fuzzy Sets and Systems, 2008, vol. 159, pp. 2163-2175. DOI:10.1016/j.fss.2007.11.020.
  27. Gert de Cooman and Enrique Miranda, Weak and strong laws of large numbers for coherent lower previsions, Journal of Statistical Planning and Inference, 2008, vol. 138, pp. 2409-2432. DOI:10.1016/j.jspi.2007.10.020.
  28. Enrique Miranda, Gert de Cooman and Erik Quaeghebeur, Finitely additive extensions of distribution functions and moment sequences: The coherent lower prevision approach, International Journal of Approximate Reasoning, 2008, vol. 48, pp. 132-155. DOI:10.1016/j.ijar.2007.07.007.
  29. Gert de Cooman, Matthias C. M. Troffaes and Enrique Miranda, A unifying approach to integration for bounded positive charges, Journal of Mathematical Analysis and Applications, 2007, vol. 340, pp. 982-999. DOI:10.1016/j.jmaa.2007.09.026.
  30. Enrique Miranda, Gert de Cooman and Erik Quaeghebeur, The Hausdorff moment problem under finite additivity, Journal of Theoretical Probability, 2007, vol. 20, pp. 663-693. DOI:10.1007/s10959-007-0055-4.
  31. Enrique Miranda and Gert de Cooman, Marginal extension in the theory of coherent lower previsions, International Journal of Approximate Reasoning, 2007, vol. 46, pp. 188-225. DOI:10.1016/j.ijar.2006.12.009.
  32. Marco Zaffalon and Gert de Cooman, Imprecise probability perspectives on artificial intelligence, Annals of Mathematics and Artificial Intelligence, 2005, vol. 45, pp. 1-4. DOI:10.1007/s10472-005-9009-7.
  33. Gert de Cooman, Belief models: an order-theoretic investigation, Annals of Mathematics and Artificial Intelligence, 2005, vol. 45, pp. 5-34. DOI:10.1007/s10472-005-9006-x.
  34. Gert de Cooman, Matthias C. M. Troffaes and Enrique Miranda, n-Monotone lower previsions, Journal of Intelligent and Fuzzy Systems, 2005, vol. 16, pp. 253-263. Accession number:19251485.
  35. Gert de Cooman, Further thoughts on possibilistic previsions: A rejoinder, Fuzzy Sets and Systems, 2005, vol. 154, pp. 375-385. My rejoinder to comments on my paper A behavioural model for vague probability assessments by Serafín Moral, Lev Utkin, Romano Scozzafava and Lotfi Zadeh. DOI:10.1016/j.fss.2005.02.008.
  36. Gert de Cooman, A behavioural model for vague probability assessments, Fuzzy Sets and Systems, 2005, vol. 154, pp. 305-358. With discussion: papers by Serafín Moral, Lev Utkin, Romano Scozzafava and Lotfi Zadeh. DOI:10.1016/j.fss.2005.01.005.
  37. Enrique Miranda, Gert de Cooman and Inés Couso, Lower previsions induced by multi-valued mappings, Journal of Statistical Planning and Inference, 2005, vol. 133, pp. 173-197. DOI:10.1016/j.jspi.2004.03.005.
  38. Gert de Cooman and Matthias C. M. Troffaes, Dynamic programming for deterministic discrete-time systems with uncertain gain, International Journal of Approximate Reasoning, 2005, vol. 39, pp. 257-278. DOI:10.1016/j.ijar.2004.10.004.
  39. Gert de Cooman and Marco Zaffalon, Updating beliefs with incomplete observations, Artificial Intelligence, 2004, vol. 159, pp. 75-125. DOI:10.1016/j.artint.2004.05.006. arXiv:cs/0305044.
  40. Gert de Cooman and Matthias C. M. Troffaes, Coherent lower previsions in systems modelling: products and aggregation rules, Reliability Engineering and System Safety, 2004, vol. 85, pp. 113-134. DOI:10.1016/j.ress.2004.03.007.
  41. Enrique Miranda and Gert de Cooman, Epistemic independence in numerical possibility theory, International Journal of Approximate Reasoning, 2003, vol. 32, pp. 23-42. DOI:S0888-613X(02)00087-7.
  42. Leen Gilbert, Gert de Cooman and Etienne E. Kerre, Practical implementation of possibilistic probability mass functions, Soft Computing, 2003, vol. 7, pp. 304-309. DOI:10.1007/s00500-002-0217-3.
  43. Gert de Cooman, Precision-imprecision equivalence in a broad class of imprecise hierarchical uncertainty models, Journal of Statistical Planning and Inference, 2002, vol. 105, pp. 175-198. DOI:10.1016/S0378-3758(01)00209-9.
  44. Gert de Cooman and Peter Walley, A possibilistic model for behaviour under uncertainty, Theory and Decision, 2002, vol. 52, pp. 327-374. DOI:10.1023/A:1020296514974.
  45. Gert de Cooman, Integration and conditioning in numerical possibility theory, Annals of Mathematics and Artificial Intelligence, 2001, vol. 32, pp. 87-123. DOI:10.1023/A:1016705331195.
  46. Peter Walley and Gert de Cooman, A behavioral model for linguistic uncertainty, Information Sciences, 2001, vol. 134, pp. 1-37. DOI:10.1016/S0020-0255(01)00090-1.
  47. Gert de Cooman, Guangquan Zhang and Etienne E. Kerre, Possibility measures and possibility integrals defined on a complete lattice, Fuzzy Sets and Systems, 2001, vol. 120, pp. 459-467.
  48. Hugo J. Janssen, Gert de Cooman and Etienne E. Kerre, Ample fields as a basis for possibilistic processes, Fuzzy Sets and Systems, 2001, vol. 120, pp. 445-458.
  49. Gert de Cooman, Imprecise probabilities, Risk Decision and Policy, 2000, vol. 5, pp. 107-109. Introduction to the special Risk Decision and Policy issue (Symposium) on Ambiguity.
  50. Hugo J. Janssen, Gert de Cooman and Etienne E. Kerre, Coherence of Dempster's conditioning rule in discrete possibilistic Markov models, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2000, vol. 8, pp. 241-252.
  51. Gert de Cooman and Dirk Aeyels, A random set description of a possibility measure and its natural extension, IEEE Transactions on Systems, Man and Cybernetics, Part A, 2000, vol. 30, pp. 124-130. DOI:10.1109/3468.833090.
  52. Peter Walley and Gert de Cooman, Coherence of rules for defining conditional possibility, International Journal of Approximate Reasoning, 1999, vol. 21, pp. 63-107. DOI:10.1016/S0888-613X(99)00007-9.
  53. Gert de Cooman and Dirk Aeyels, Supremum preserving upper probabilities, Information Sciences, 1999, vol. 118, pp. 173-212. DOI:10.1016/S0020-0255(99)00007-9.
  54. Hugo J. Janssen, Gert de Cooman and Etienne E. Kerre, A Daniell-Kolmogorov theorem for supremum preserving upper probabilities, Fuzzy Sets and Systems, 1999, vol 102, pp. 429-444.
  55. Bernard de Baets, Gert de Cooman and Etienne E. Kerre, The construction of possibility measures from samples on T-semi-partitions, Information Sciences, special issue: Using fuzzy algebraic structures in intelligent systems, invited,  1998, vol. 106, pp. 3-24.
  56. Gert de Cooman, Confidence relations and ordinal information, Information Sciences, 1997, vol. 104, pp. 241-278.
  57. Robert Groenemans, Gert de Cooman, Etienne E. Kerre and E. Van Ranst, Fuzzy data base model based on quasi-order relations, Journal of Intelligent Information Systems, 1997, vol. 8, pp. 227-243.
  58. Gert de Cooman, Possibility theory III: possibilistic independence, International Journal of General Systems, 1997, vol. 25, pp. 353-371.
  59. Gert de Cooman, Possibility theory II: conditional possibility, International Journal of General Systems, 1997, vol. 25, pp. 325-351.
  60. Gert de Cooman, Possibility theory I: the measure- and integral-theoretic groundwork, International Journal of General Systems, 1997, vol. 25, pp. 291-323.
  61. Gert de Cooman, On modeling possibilistic uncertainty in two-state reliability theory, Fuzzy Sets and Systems, 1996, vol. 83, blz. 215-238.
  62. Gert de Cooman and Etienne E. Kerre, Fuzzy Integrals, Possibility and Necessity, Intelligent Systems (Moscow State University)(in Russian), 1996, vol. 1, pp. 186-198.
  63. Gert de Cooman and Etienne E. Kerre, Possibility and necessity integrals, Fuzzy Sets and Systems, 1996, vol. 77, pp. 207-227.
  64. Gert de Cooman, Da Ruan and Alexander Ryjov, FLINS-related activities in Russia, Fuzzy Sets and Systems, 1995, vol. 74, pp. 163-173.
  65. Gert de Cooman and Etienne E. Kerre, Order norms on bounded partially ordered sets, The Journal of Fuzzy Mathematics, 1993. vol. 2, pp. 281-310.
  66. Gert de Cooman and Etienne E. Kerre, Ample fields, Simon Stevin, vol. 67, pp. 235-244, 1993.
  67. Bart Cappelle, Gert de Cooman, Etienne E. Kerre and Fernand Vanmassenhove, Intelligent reduction methods based upon fuzzy set theory as a helpful tool for controlling industrial plants, Fuzzy Sets and Systems, vol. 50, pp. 119-125, 1992.
  68. Gert de Cooman, Etienne E. Kerre and Fernand Vanmassenhove, Possibility theory: an integral theoretic approach, Fuzzy Sets and Systems, vol. 46, pp. 287-300, 1992.
  69. Gert de Cooman, Evaluation sets: an order-theoretic approach to fuzzy set theory, CC-AI: The Journal for the Integrated Study of Artificial Intelligence, Cognitive Science and Applied Epistemology, vol. 8, pp. 81-101, 1991.
  70. Da Ruan, Etienne E. Kerre, Gert de Cooman, Bart Cappelle and Fernand Vanmassenhove, The influence of the fuzzy implication operator on the method-of-cases inference rule, International Journal of Approximate Reasoning, vol. 4, pp. 307-318, 1990.
  71. Gert de Cooman, Etienne E. Kerre, Bart Cappelle, Da Ruan and Fernand Vanmassenhove, On the extension of classical propositional logic by means of a triangular norm, International Journal of Intelligent Systems, vol. 5, pp. 307-322, 1990.

Submitted for publication

  1. Arthur Van Camp, Gert de Cooman, Enrique Miranda and Erik Quaeghebeur, Coherent choice functions, desirability and indifference.

In preparation (with working title)

  1. Jasper De Bock and Gert de Cooman, Imprecise multinomial processes.
  2. Gert de Cooman and Jasper De Bock and Enrique Miranda, Lower expectations in imprecise probability trees.
  3. Gert de Cooman, Jasper De Bock and A. Philip Dawid, Imprecise forecasting.
  4. Arthur Van Camp, Enrique Miranda and Gert de Cooman, Lexicographic choice functions.
  5. Arthur van Camp en Gert de Cooman, Exchangeable choice.
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