Bob Durrant
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I'm a PhD Student at University of Birmingham (England), supervised by Ata Kaban. My current research is into dimensionality reduction in the context of machine learning, specifically random projection of very high dimensional data into low dimensional spaces and its effect on classifier performance. |
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0 Questions
10 Answers
16 Votes
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35 Tags
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dimensionality-reduction
× 2 references × 2 neural-networks × 1 svm × 1 tagging × 1 pca × 1 distance-based-learning × 1 l1 × 1 getting-started × 1 novelty × 1 |
transformation
× 1 confidence × 1 training × 1 regularization × 1 classification × 1 scoring × 1 introduction × 1 machine × 1 one-class × 1 lda × 1 |
excersice
× 1 outlier × 1 text × 1 presentation × 1 stdp × 1 feature-selection × 1 learning × 1 nearest-neighbors × 1 statistics × 1 large-scale × 1 |
attributes
× 1 l0.5 × 1 distance × 1 high-dimensional × 1 density × 1 |
9 Kudos
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● Appreciated Answer × 5 ● Esteemed Answer × 2 ● Revisitation × 2 ● Participant × 1 ● Advocate × 1 ● Guide × 1 |
● Vigilant × 1 ● Revisionist × 1 ● Blue Pencil × 1 |
