Search Results for author: Mostafa Cham

Found 2 papers, 1 papers with code

Deep Spatiotemporal Clustering: A Temporal Clustering Approach for Multi-dimensional Climate Data

1 code implementation27 Apr 2023 Omar Faruque, Francis Ndikum Nji, Mostafa Cham, Rohan Mandar Salvi, Xue Zheng, Jianwu Wang

Concentrating on joint deep representation learning of spatial and temporal features, we propose Deep Spatiotemporal Clustering (DSC), a novel algorithm for the temporal clustering of high-dimensional spatiotemporal data using an unsupervised deep learning method.

Clustering Representation Learning

The Backpropagation algorithm for a math student

no code implementations22 Jan 2023 Saeed Damadi, Golnaz Moharrer, Mostafa Cham

A Deep Neural Network (DNN) is a composite function of vector-valued functions, and in order to train a DNN, it is necessary to calculate the gradient of the loss function with respect to all parameters.

Math valid

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