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Soheil Bahrampour

2 accepted papers

2017

Deep learning on symbolic representations for large-scale heterogeneous time-series event prediction

ICASSP 2017accepted

In this paper, we consider the problem of event prediction with multi-variate time series data consisting of heterogeneous (continuous and categorical) variables. The complex dependencies between the variables combined with asynchronicity and sparsity of the data makes the event prediction problem p…

Cited by 0SourceScholar
2015

Kernel task-driven dictionary learning for hyperspectral image classification

ICASSP 2015accepted

Dictionary learning algorithms have been successfully used in both reconstructive and discriminative tasks, where the input signal is represented by a linear combination of a few dictionary atoms. While these methods are usually developed under ℓ <sub xmlns:mml="http://www.w3.org/1998/Math/MathML" x…

Cited by 0SourceScholar