Publications of lab members

Thesis

Schlüter, F., & Bromberg F. (2014).  El enfoque IBMAP para aprendizaje de estructuras de redes de Markov. Tesis doctoral en Facultad de Ciencias Exactas - Universidad Nacional del Centro de la Provincia de Buenos Aires. Director: Facundo Bromberg. . Doctorado en Ciencias de la Computación (PhD in Computer Science), 138.

Journals

Edera, A., F. Schlüter, and F. Bromberg, "Learning Markov networks networks with context-specific independences.", International Journal on Artificial Intelligence Tools, vol. 23, issue 06, 12/2014.
Schlüter, F., F. Bromberg, and A. Edera, "The IBMAP approach for Markov network structure learning", Annals of Mathematics and Artificial Intelligence, vol. 72, issue 3, pp. 197--223, 04/2014.
Schlüter, F., "A survey on independence-based Markov networks learning", Artificial Intelligence Review, vol. 42, issue 4, pp. 1093, 06/2012.
Margaritis, D., and F. Bromberg, "Efficient Markov network discovery using particle filters", Computational Intelligence, vol. 25, issue 4, pp. 367–394, 11/2009.
Bromberg, F., and D. Margaritis, "Improving the reliability of causal discovery from small data sets using argumentation", The Journal of Machine Learning Research, vol. 10, pp. 301–340, 02/2009.
Bromberg, F., D. Margaritis, and V. Honavar, "Efficient Markov network structure discovery using independence tests", Journal of Artificial Intelligence Research, vol. 35, pp. 449–484, 2009.

International Conference Papers

Edera, A.., Schlüter F.., & Bromberg F.. (2013).  Learning Markov networks with context-specific independences. IEEE 25th International Conference on Tools with Artificial Intelligence (ICTAI).
Bromberg, F.., Schlüter F.., & Edera A.. (2011).  Independence-based MAP for Markov networks structure discovery. 23rd IEEE International Conference on Tools with Artificial Intelligence (ICTAI).
Bromberg, F., & Schlüter F. (2009).  Variante de grow shrink para mejorar la calidad de markov blankets. XXXV Latin American Informatics Conference (CLEI), Pelotas, Brasil.
Bromberg, F., & Margaritis D. (2007).  Efficient and Robust Independence-Based Markov Network Structure Discovery.. 20th International Joint Conference of Artificial Inteliigence (IJCAI). 2431-2436 .

National Conference Papers

Abraham, L., Bromberg F., & Forradellas R. (2014).  Estimación de carga muscular mediante imágenes. Argentinean Symposium of Artificial Intelligence (ASAI) - Jornadas Argentinas de Informática. 91--98.
Diedrichs, A. Laura, Robles M. Inés, Bromberg F., Mercado G., & Dujovne D. (2013).  Characterization of LQI behavior in WSN for glacier area in Patagonia Argentina. Embedded Systems (SASE/CASE), 2013 Fourth Argentine Symposium and Conference on. 1--6.
Schlüter, F., Bromberg F., & Pérez D. S. (2010).  Speeding up the execution of a large number of statistical tests of independence. Proceedings of ASAI 2010, Argentinean Symposioum of Artificial Intelligence.
Catania, C.. A., C. Garino G., & Bromberg F.. (2010).  Application of a Bayesian semi-supervised Learning Strategy to Network Intrution Detection. Proceedings of ASAI 2010, Argentinean Symposioum of Artificial Intelligence.
Brombereg, F., Catania C. A., & Garino C. Garcia (2009).  An Autonomous labeling approach to SVM algorithms for network traffic anomaly detection. Argentine Symposium of Artificial Intelligence (ASAI). Jornadas Argentinas de Informática. Mar del Plata, Argentina..