Madalina M. Drugan
Madalina M. Drugan
Researcher, ItLearns Online
Verified email at itlearns.online - Homepage
TitleCited byYear
Straightforward ladder sequencing of peptides using a Lys-N metalloendopeptidase
N Taouatas, MM Drugan, AJR Heck, S Mohammed
Nature methods 5 (5), 405, 2008
1212008
Strong cation exchange-based fractionation of Lys-N-generated peptides facilitates the targeted analysis of post-translational modifications
N Taouatas, AFM Altelaar, MM Drugan, AO Helbig, S Mohammed, ...
Molecular & Cellular Proteomics 8 (1), 190-200, 2009
862009
Scalarized multi-objective reinforcement learning: Novel design techniques
K Van Moffaert, MM Drugan, A Nowé
2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement …, 2013
782013
Scalarized multi-objective reinforcement learning: Novel design techniques
K Van Moffaert, MM Drugan, A Nowé
2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement …, 2013
782013
Designing multi-objective multi-armed bandits: a study
MM Drugan, A Nowe
Proc of International Joint Conference of Neural Networks (IJCNN), 2013
77*2013
Stochastic Pareto local search: Pareto neighbourhood exploration and perturbation strategies
MM Drugan, D Thierens
Journal of Heuristics 18 (5), 727-766, 2012
512012
Hypervolume-based multi-objective reinforcement learning
K Van Moffaert, MM Drugan, A Nowé
International Conference on Evolutionary Multi-Criterion Optimization, 352-366, 2013
502013
StatQuant: a post-quantification analysis toolbox for improving quantitative mass spectrometry
B van Breukelen, HWP van den Toorn, MM Drugan, AJR Heck
Bioinformatics 25 (11), 1472-1473, 2009
412009
Comparing exploration strategies for Q-learning in random stochastic mazes
AD Tijsma, MM Drugan, MA Wiering
2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2016
332016
Feature selection for Bayesian network classifiers using the MDL-FS score
MM Drugan, MA Wiering
International journal of approximate reasoning 51 (6), 695-717, 2010
312010
Evolutionary markov chain monte carlo
MM Drugan, D Thierens
International Conference on Artificial Evolution (Evolution Artificielle), 63-76, 2003
302003
Path-guided mutation for stochastic Pareto local search algorithms
MM Drugan, D Thierens
International Conference on Parallel Problem Solving from Nature, 485-495, 2010
292010
Model-based multi-objective reinforcement learning
MA Wiering, M Withagen, MM Drugan
2014 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement …, 2014
242014
Pareto front identification from stochastic bandit feedback
P Auer, CK Chiang, R Ortner, M Drugan
Artificial intelligence and statistics, 939-947, 2016
182016
Scalarization based Pareto optimal set of arms identification algorithms
MM Drugan, A Nowé
2014 International Joint Conference on Neural Networks (IJCNN), 2690-2697, 2014
182014
Reinforcement learning versus evolutionary computation: A survey on hybrid algorithms
MM Drugan
Swarm and evolutionary computation 44, 228-246, 2019
152019
The scalarized multi-objective multi-armed bandit problem: An empirical study of its exploration vs. exploitation tradeoff
SQ Yahyaa, MM Drugan, B Manderick
2014 International Joint Conference on Neural Networks (IJCNN), 2290-2297, 2014
142014
Knowledge Gradient for Multi-objective Multi-armed Bandit Algorithms.
SQ Yahyaa, MM Drugan, B Manderick
ICAART (1), 74-83, 2014
142014
LysNDeNovo: An algorithm enabling de novo sequencing of Lys‐N generated peptides fragmented by electron transfer dissociation
B van Breukelen, A Georgiou, MM Drugan, N Taouatas, S Mohammed, ...
Proteomics 10 (6), 1196-1201, 2010
142010
Annealing-Pareto multi-objective multi-armed bandit algorithm
SQ Yahyaa, MM Drugan, B Manderick
2014 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement …, 2014
122014
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