Search Results for author: Sandeep Kumar Singh

Found 2 papers, 1 papers with code

Leveraging Evidential Deep Learning Uncertainties with Graph-based Clustering to Detect Anomalies

1 code implementation4 Jul 2021 Sandeep Kumar Singh, Jaya Shradha Fowdur, Jakob Gawlikowski, Daniel Medina

This paper proposes the usage of a deep learning (DL)-based uncertainty estimation in detecting maritime anomalies, such as unusual vessel maneuvering.

Artificial Intelligence (AI) Methods in Optical Networks: A Comprehensive Survey

no code implementations5 Jan 2018 Javier Mata, Ignacio de Miguel, Ramó n J. Durá n, Noemí Merayo, Sandeep Kumar Singh, Admela Jukan, Mohit Chamania

This paper presents a comprehensive review of the application of AI techniques for improving performance of optical communication systems and networks.

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