A survey on big multimedia data processing and management in smart cities

M Usman, MA Jan, X He, J Chen - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
Integration of embedded multimedia devices with powerful computing platforms, eg,
machine learning platforms, helps to build smart cities and transforms the concept of Internet …

Introduction to multimedia big data computing for IoT

Sharmila, D Kumar, P Kumar, A Ashok - Multimedia Big Data Computing …, 2020 - Springer
The headway of new technology, the Internet of Things (IoT) assumes an active and central
role in smart homes, wearable gadgets, agricultural machinery, retail analytics, engagement …

[图书][B] Multimedia big data computing for IoT applications

S Tanwar, S Tyagi, N Kumar - 2020 - Springer
With an exponential increase in the provisioning of multimedia devices over the Internet of
Things (IoT), a significant amount of multimedia big data has been generated from different …

Machine learning and signal processing for big multimedia analysis

J Yu, J Sang, X Gao - Neurocomputing, 2017 - Elsevier
The emergence of Big Data has brought about a paradigm shift to many fields of data
analytics. Multimedia is typical big data: not just big in volume, but also unstructured, noisy …

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 …

Deep learning for multimedia data in IoT

S Hiriyannaiah, BS Akanksh, AS Koushik… - Multimedia Big Data …, 2020 - Springer
With the advent of Internet leading to proliferation of large amounts of multimedia data, the
analytics of the aggregated multimedia data is proven to be one of the active areas of …

Multimedia processing using deep learning technologies, high‐performance computing cloud resources, and Big Data volumes

SA Mahmoudi, MA Belarbi, S Mahmoudi… - Concurrency and …, 2020 - Wiley Online Library
The last few years have been marked by the presence of very large sets of images and
videos in our everyday lives. These multimedia objects have a very fast frequency of …

Recent emerging technologies for intelligent learning and analytics in big data

K Cengiz, R Sharma, K Kottursamy, KK Singh… - … technologies in the …, 2021 - Springer
During the past era of information technologies, the use of Big Data applications has
increased in importance, as well as its phenomenon. Putting applications related Big Data to …

[PDF][PDF] A survey of machine learning and data mining techniques used in multimedia system

H Tran - Dept. Comput. Sci., Univ. Texas Dallas Richardson …, 2019 - researchgate.net
Machine learning and data mining are research areas of computer science whose quick
development is due to the advances in data analysis research, growth in the database …

Network-based applications of multimedia big data computing in IoT environment

A Singh, S Mahapatra - Multimedia Big Data Computing for IoT …, 2020 - Springer
In the modern business world, business management techniques are continuously
increased and governed by smart devices and innovative technologies. These devices are …