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“Since the beginning of the century, computational procedures have become so complicated that any progress by those means has become impossible, without the elegance which modern mathematicians have brought to bear on their research, and by means of which the spirit comprehends quickly and in one step a great many computations. It is clear that elegance, so vaunted and so aptly named, can have no other purpose. ... Go to the roots, of these calculations! Group the operations. Classify them according to their complexities rather than their appearances! This, I believe, is the mission of future mathematicians. This is the road on which I am embarking in this work. From the preface to his final manuscript.”

Évariste Galois.

MSc thesis of Aristotelis-Emmanouil Thanos-Filis

Exploiting the Structure of the Data in Approximate Nearest Neighbor Search

Supervisor: Ioannis Emiris

Defended: Aug. 3, 2012.

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MSc thesis of Aristotelis-Emmanouil Thanos-Filis

Exploiting the Structure of the Data in Approximate Nearest Neighbor Search

Scientific committee

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