disaster Publications

Publications related to the "disaster" application:

• An explainable approach for Understanding Segmentation Satellite Image Predictions.

N Humaira, R. Kienzler, K. Kashwilli, N Hubig

Under Review

• DX-FloodLine: End-To-End Deep Explainable Pipeline for Real Time Flood Scene Object Detection from Multimedia Images

N Humaira, V Samadi, N Hubig

IEEE Access 2023

• An End-to-End Flood Image Label Detection System Using Deep Neural Networks

L Windberger, R Pally, V Samadi, N Hubig, 

Earth and Space Science 2023

• FlowDyn: Global Daily Streamflow Prediction Using Dynamical Deep Neural Network Algorithms 

S Sadegh N Humaira, V Samadi, N Hubig

Journal for Environmental Modelling and Software 2022

• FlowDyn: A Dynamic Web-based Streamflow Prediction Pipeline

N Humaira, S Sadegh, V Samadi, N Hubig

IEEE Big Data 2021

• Flood Informatics: Real Time Flood Level Detection from Multimedia Images and Weather Data

N Humaira, N Hubig, V Samadi

AGU Fall Meeting Abstracts 2020, H140-0008

• An Intelligent Cyberinfrastructure for IoT Sensing, Flood and Storm water Monitoring and Modeling Systems (Intelligent Riverâ Initiative) (2020)

V Samadi, C Post, C Sawyer, C Privette III, N Hubig

AGU Fall Meeting Abstracts 2020, H177-02

• Detection and Prediction of Natural Hazards Using Large-Scale Environmental Data (2017)

N Hubig, P Fengler, A Züfle, R Yang, S Günnemann

International Symposium on Spatial and Temporal Databases, 300-316

• Continuous probabilistic sum queries in wireless sensor networks with ranges (2012)

N Hubig, A Züfle, T Emrich, MA Nascimento, M Renz, HP Kriegel

International Conference on Scientific and Statistical Database Management 

• Monitoring Probabilistic Threshold SUM Query Processing in Uncertain Streams (2014)

N Hubig, A Züfle, T Emrich, M Renz, MA Nascimento, HP Kriegel

International Conference on Database Systems for Advanced Applications, 420-435