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publications by dr. ir. T. Charitos

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dr. ir. T. Charitos

• contact information
• my technical reports
• former member of group decision support systems

some publications

Charitos, T., Waal, P.R. de & Gaag, L.C. van der (2008). Computing short interval transition matrices of a discrete-time Markov chain from partially observed data. Statistics in Medicine, 27(6), 905-921.

Charitos, T., Gaag, L.C. van der, Visscher, S., Schurink, C.A.M. & Lucas, P.J.F. (2007). A Dynamic Bayesian Network for Diagnosing Ventilator-Associated Pneumonia in ICU Patients. (UU-CS 2007-013). onbekend: UU WINFI Informatica en Informatiekunde.

Charitos, T., Waal, P.R. de & Gaag, L.C. van der (2007). Convergence in Markovian models with implications for efficiency of inference. International Journal of Approximate Reasoning, 46(2), 300-319.

Charitos, T. (2007, September 17). Reasoning with dynamic networks in practice. UU Universiteit Utrecht (160 pag.) (Utrecht: Utrecht University). Prom./coprom.: prof. dr. ir. L.C. van der Gaag.

Charitos, T., Visscher, S., Gaag, L.C. van der, Lucas, P.J.F. & Schurink, K. (2006). A dynamic model for therapy selection in ICU patients with VAP. In N. Peek & C. Combi (Eds.), Proceedings of the 11th Intelligent Data Analysis in bioMedicine and Pharmacology Workshop (pp. 71-76).

Charitos, T., Waal, P.R. de & Gaag, L.C. van der (2006). Convergence in Markovian Models with Implications for Efficiency of Inference. (UU-CS 2006-038). onbekend: UU WINFI Informatica en Informatiekunde.

Charitos, T. & Gaag, L.C. van der (2006). Sensitivity analysis for threshold decision making with DBNs. In R. Dechter & T. Richardson (Eds.), Proceedings of the 22nd Conference on Uncertainty in Artificial Intelligence (pp. 72-79). Corvallis: AUAI Press.

Charitos, T. & Gaag, L.C. van der (2006). Sensitivity analysis of Markovian models. In G. Sutcliffe & R. Goebel (Eds.), Proceedings of the 19th International Florida Artificial Intelligence Research Society Conference (pp. 806-811). AAAI Press.

Charitos, T., Gaag, L.C. van der, Visscher, S., Schurink, K. & Lucas, P.J.F. (2005). A dynamic Bayesian network for diagnosing ventilator-associated pneumonia in ICU patients. In J.H. Holmes & N. Peek (Eds.), Proceedings of the 10th Intelligent Data Analysis in Medicine and Pharmacology Workshop (pp. 32-37). Aberdeen.

Charitos, T., Waal, P.R. de & Gaag, L.C. van der (2005). Speeding up inference in Markovian models. In I. Russell & Z. Markov (Eds.), Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference (pp. 785-790).

Charitos, T. & Gaag, L.C. van der (2004). Sensitivity properties of Markovian models. In Advances in Intelligent Systems - Theory and Applications.. IEEE Computer Society.