Publications
Found 870 results
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. (In Press). Alignment methods for folk tune classification. Post-proceedings of The 36th Annual Conference of the German Classification Society on Data Analysis, Machine Learning and Knowledge Discovery. Hildesheim, Germany.
. (In Press). Honesty and deception in populations of selfish, adaptive individuals. The Knowledge Engineering Review, 15.
. (In Press). Knowledge Engineering Review: Special Issue on Adaptive and Learning Agents. Retrieved from https://ai.vub.ac.be/ALA2012/KER.html
. (2018). Learning with Options that Terminate Off-Policy. In AAAI Conference on Artificial Intelligence.
. (2018). Ordered Preference Elicitation Strategies for Supporting Multi-Objective Decision Making. In International Conference on Autonomous Agents and Multiagent Systems (AAMAS).
. (2018). Reinforcement Learning in POMDPs with Memoryless Options and Option-Observation Initiation Sets. In AAAI Conference on Artificial Intelligence.
. (2017). Efficient evaluation of influenza mitigation strategies using preventive bandits. In Sukthankar G., Rodriguez-Aguilar J. (eds) Autonomous Agents and Multiagent Systems. AAMAS 2017. Lecture Notes in Computer Science. Springer.
. (2017). The impact of HIV-1 within-host evolution on transmission dynamics. Current Opinion in Virology, 28, 92-101.
. (2017). Meta-Layer Problem Solving for Computational Construction Grammar. The AAAI 2017 Spring Symposium Series. AAAI Press.
2017-aaai.pdf (1.65 MB). (2017). Multi-objectivization and Ensembles of Shapings in Reinforcement Learning. Neurocomputing, 263, 48-59.
2017neurocomputing-brys.pdf (1.46 MB). (2017). PhyloGeoTool: interactively exploring large phylogenies in an epidemiological context. Bioinformatics, 33(24), 3993-3995.
. (2016). An adaptive rule-based classifier for mining big biological data. ()Expert Systems with Applications, Elsevier, 64. doi:http://dx.doi.org/10.1016/j.eswa.2016.08.008
. (2016). CliniPhenome: a clinical and phenotypic data warehouse. BeMGI 2016. presented at the 04/2016.
. (2016). Combining Boosting and Active Learning for Mining Multi-Class Genomic Data. In , 25th Belgian-Dutch Conference on Machine Learning (Benelearn). presented at the 09/2016, Kortrijk, Belgium.
. (2016). A Construction Grammar Approach to Pronominal Clitics in European Portuguese. In Computational Processing of the Portuguese Language. Springer.
. (2016). Emergence of Signal Structure: Effects of Duration Constraints. In EvoLang XI.
duration_abstract_evolang_final.pdf (72.99 KB). (2016). An ensemble clustering for mining high-dimensional biological big data. ()International Journal of Design & Nature and Ecodynamics, 11(3).
. (2016). An ensemble clustering for mining high-dimensional biological big data. In , International Conference on Big Data. presented at the 05/2016, Alicante, Spain.
. (2016). Ensemble of trees for classifying high-dimensional imbalanced genomic data. In , IEEE SAI Intelligent Systems Conference (IntelliSys 2016). presented at the 09/2016, London, UK.
. (2016). A Feature Grouping Method for Ensemble Clustering of High-Dimensional Genomic Big Data. In , IEEE Future Technologies Conference . presented at the 12/2016, San Francisco, United States.
. (2016). Fleet Reinforcement Learning Using Dependent Gaussian Processes. In Learning, Inference and Control of Multi-Agent Systems.
fleet_rl.pdf (190.58 KB). (2016). Genomic Variant Classifier Tool. In SAI Intelligent Systems Conference 2016. presented at the 09/2016, London, UK.
. (2016). GEVACT : GENOMIC VARIANT CLASSIFIER TOOL. First Joint Meeting BeSHG / NVHG - Genetics & Society . presented at the 02/2016.
GeVaCT_BeSGH - Feb 2016.pdf (398 KB). (2016). Grey-Box Model: An ensemble approach for addressing semi-supervised classi cation problems. In BENELEARN 2016. presented at the 09/2016, KULAK, Kortrijk, Belgium .
Benelearn_2016_paper_45_Grau.pdf (216.94 KB). (2016). Human Guided Ensemble Learning in StarCraft. 16th Adaptive and Learning Agents Workshop (ALA 2016).
paper.pdf (1.01 MB)