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Aree Witoelar |
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AcademicCurriculum Vitae (updated March 2011)Journal publicationsA. Witoelar, G.J. de Vries, A. Ghosh, B. Hammer and M. Biehl, Window-based example selection of learning vector quantization, Neural Computation, Vol. 22, No. 11, 2924-2961, 2010. A. Witoelar and M.Biehl, Phase transitions in Vector Quantization and Neural Gas, Neurocomputing 72, 1390-1397, 2009. A. Witoelar, M. Biehl, A. Ghosh and B. Hammer, Learning Dynamics of Neural Gas and Vector Quantization. Neurocomputing 71, 1210-1219, 2008. Conference ProceedingsA. Witoelar, M. Biehl and B. Hammer, Equilibrium properties of offline LVQ. In M. Verleysen, editor, Proc. Of European Symposium on Neural Networks (ESANN) 2009, d-side, Evere, Belgium, 535-540, 2009. A. Witoelar, A. Ghosh and M. Biehl, Phase transitions in Vector Quantization. In M. Verleysen, editor, Proc. Of European Symposium on Neural Networks (ESANN) 2008, d-side, Evere, Belgium, 221-226, 2008. A. Witoelar, M. Biehl and B. Hammer, Learning Vector Quantization: generalization ability and dynamics of competing prototypes. In Proc. of 6th Int. Workshop on Self-Organizing Maps (WSOM), published on CD, Univ. Bielefeld, 2007. A. Witoelar, M. Biehl, A. Ghosh and B. Hammer, On the Dynamics of Vector Quantization and Neural Gas. In M. Verleysen, editor, Proc. of European Symposium on Neural Networks (ESANN) 2007, d-side, Evere, Belgium, 127-132, 2007. TalksPhase
transitions in Vector Quantization An
Exact Approach for Learning Vector Quantization Learning
Vector Quantization: Generalization Ability and Dynamics of
Competing Prototypes Dynamics
of Learning VQ and Neural Gas PostersEquilibrium
properties of offline LVQ and Neural Gas On
the Dynamics of Vector Quantization and Neural Gas Dynamics
of Multiple Prototype LVQ Learning
from examples in neural gas and vector quantization |
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