Search Results for author: Maryam Khalid

Found 5 papers, 0 papers with code

Traffic Prediction in Cellular Networks using Graph Neural Networks

no code implementations30 Jan 2023 Maryam Khalid

Moreover, since drone fly at a finite speed, it is important that a predictive solution that can forecast traffic surges is adopted so that drones are available to offload the overload before it actually happens.

Traffic Prediction

Networked Drones for Industrial Emergency Events

no code implementations1 Aug 2022 Maryam Khalid, Edward W. Knightly

We focus on an end-to-end solution and formulate a two-phase strategy that can not only guarantee detection/acquisition of plume but also its characterization with high spatial resolution.

Exploiting Social Graph Networks for Emotion Prediction

no code implementations12 Jul 2022 Maryam Khalid, Akane Sano

To this end, we leverage phone data to construct social networks and develop a machine learning architecture that aggregates information from multiple users of the graph network and integrates it with the temporal dynamics of data to predict emotion for all the users.

A Brief Survey of Machine Learning Methods for Emotion Prediction using Physiological Data

no code implementations17 Jan 2022 Maryam Khalid, Emily Willis

Emotion prediction is a key emerging research area that focuses on identifying and forecasting the emotional state of a human from multiple modalities.

BIG-bench Machine Learning Feature Engineering

Modeling of Viral Aerosol Transmission and Detection

no code implementations5 May 2020 Maryam Khalid, Osama Amin, Sajid Ahmed, Basem Shihada, Mohamed-Slim Alouini

In this paper, we propose studying the disease spread mechanism in the atmosphere as an engineering problem.

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