Browsing Risk & Information Management (RIM) Group by Title
Now showing items 4-19 of 19
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Hand-designed local image descriptors vs. Off-the-shelf CNN-based features for texture classification: An experimental comparison
(2018-01-01)© Springer International Publishing AG 2018. Convolutional Neural Networks have proved extremely successful in object classification applications; however, their suitability for texture analysis largely remains to be ... -
Learning Multimodal Latent Attributes
(2014-02) -
Moving from big data and machine learning to smart data and causal modelling: a simple example from consumer research and marketing
(2015-05-05)Provides a simple illustration of why the "pure machine learning from big data" approach is inevitably inadequate without expert judgement. Uses a causal Bayesian network -
On-the-fly feature importance mining for person re-identification
(2014-04-01)State-of-the-art person re-identification methods seek robust person matching through combining various feature types. Often, these features are implicitly assigned with generic weights, which are assumed to be universally ...