Search Results for author: Hamada M. Zahera

Found 3 papers, 3 papers with code

I-AID: Identifying Actionable Information from Disaster-related Tweets

1 code implementation4 Aug 2020 Hamada M. Zahera, Rricha Jalota, Mohamed A. Sherif, Axel N. Ngomo

In this paper, we propose I-AID, a multimodel approach to automatically categorize tweets into multi-label information types and filter critical information from the enormous volume of social media data.

Graph Attention Management +2

Semantic-based End-to-End Learning for Typhoon Intensity Prediction

1 code implementation22 Mar 2020 Hamada M. Zahera, Mohamed Ahmed Sherif, Axel Ngonga

We extended this paper by building our framework with state-of-the-art deep neural models, up-dated our dataset with new typhoons and their tweets to-date and benchmark our approach against recent baselines in disaster prediction.

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