Walid Masoudimansour — accepted AI-conference papers

2023

Neighbor Auto-Grouping Graph Neural Networks for Handover Parameter Configuration in Cellular Network

Mehrtash Mehrabi, Walid Masoudimansour, Yingxue Zhang, Jie Chuai, Zhitang Chen, Mark Coates +2

AAAI 2023technical

The mobile communication enabled by cellular networks is the one of the main foundations of our modern society. Optimizing the performance of cellular networks and providing massive connectivity with improved coverage and user experience has a considerable social and economic impact on our daily lif…

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2017

Dirichlet Mixture Matching Projection for supervised linear dimensionality reduction of proportional data

Walid Masoudimansour, Nizar Bouguila

ICASSP 2017accepted

An effective novel algorithm to reduce the dimensionality of labeled proportional data is presented which uses an optimal linear projection to project the data into a low-dimensional space. Assuming that each class of the projected data is generated by a mixture of Dirichlet distributions, KL-diverg…

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