Search Results for author: Sayyed Mohsen Vazirizade

Found 3 papers, 1 papers with code

Designing Decision Support Systems for Emergency Response: Challenges and Opportunities

no code implementations23 Feb 2022 Geoffrey Pettet, Hunter Baxter, Sayyed Mohsen Vazirizade, Hemant Purohit, Meiyi Ma, Ayan Mukhopadhyay, Abhishek Dubey

Designing effective emergency response management (ERM) systems to respond to incidents such as road accidents is a major problem faced by communities.

Management

Practitioner-Centric Approach for Early Incident Detection Using Crowdsourced Data for Emergency Services

no code implementations3 Dec 2021 Yasas Senarath, Ayan Mukhopadhyay, Sayyed Mohsen Vazirizade, Hemant Purohit, Saideep Nannapaneni, Abhishek Dubey

First, we show how crowdsourced reports, ground-truth historical data, and other relevant determinants such as traffic and weather can be used together in a Convolutional Neural Network (CNN) architecture for early detection of emergency incidents.

Event Detection Management +1

Learning Incident Prediction Models Over Large Geographical Areas for Emergency Response Systems

2 code implementations15 Jun 2021 Sayyed Mohsen Vazirizade, Ayan Mukhopadhyay, Geoffrey Pettet, Said El Said, Hiba Baroud, Abhishek Dubey

These statistical models are then used for proactive stationing which allocates first responders across the spatial area in order to reduce overall response time.

Decision Making Management

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