Applications of artificial intelligence for disaster management

W Sun, P Bocchini, BD Davison - Natural Hazards, 2020 - Springer
Natural hazards have the potential to cause catastrophic damage and significant
socioeconomic loss. The actual damage and loss observed in the recent decades has …

Multimedia big data analytics: A survey

S Pouyanfar, Y Yang, SC Chen, ML Shyu… - ACM computing surveys …, 2018 - dl.acm.org
With the proliferation of online services and mobile technologies, the world has stepped into
a multimedia big data era. A vast amount of research work has been done in the multimedia …

Data-driven techniques in disaster information management

T Li, N Xie, C Zeng, W Zhou, L Zheng, Y Jiang… - ACM Computing …, 2017 - dl.acm.org
Improving disaster management and recovery techniques is one of national priorities given
the huge toll caused by man-made and nature calamities. Data-driven disaster management …

Multimodal deep representation learning for video classification

H Tian, Y Tao, S Pouyanfar, SC Chen, ML Shyu - World Wide Web, 2019 - Springer
Real-world applications usually encounter data with various modalities, each containing
valuable information. To enhance these applications, it is essential to effectively analyze all …

Research challenges in developing multimedia systems for managing emergency situations

M Tang, S Pongpaichet, R Jain - Proceedings of the 24th ACM …, 2016 - dl.acm.org
With an increasing amount of diverse heterogeneous data and information, the methodology
of multimedia analysis has become increasingly relevant in solving challenging societal …

A multistage approach for image registration

F Bowen, J Hu, EY Du - IEEE transactions on cybernetics, 2015 - ieeexplore.ieee.org
Successful image registration is an important step for object recognition, target detection,
remote sensing, multimodal content fusion, scene blending, and disaster assessment and …

MCA-NN: Multiple correspondence analysis based neural network for disaster information detection

H Tian, SC Chen - … Conference on Multimedia Big Data (BigMM …, 2017 - ieeexplore.ieee.org
This paper proposes a semantic content analysis framework for reliable video event
detection. In this work, we target to improve the concept detection results by feeding the …

BPM to go: Supporting business processes in a mobile and sensing world

R Pryss, M Reichert, A Bachmeier… - … everywhere: internet of …, 2015 - books.google.com
The growing maturity of smart mobile devices has fostered their prevalence in a multitude of
business areas. As a consequence, business process management (BPM) technologies …

Memis: Multimodal emergency management information system

M Agarwal, M Leekha, R Sawhney… - Advances in Information …, 2020 - Springer
The recent upsurge in the usage of social media and the multimedia data generated therein
has attracted many researchers for analyzing and decoding the information to automate …

Multimedia data management for disaster situation awareness

ME Presa Reyes, S Pouyanfar, HC Zheng… - … Symposium on Sensor …, 2018 - Springer
To raise awareness in disaster situations, the quality and analysis of disaster-related big
data are essential. Recent developments in the collection, analysis, and visualization of …