Deep learning in agriculture: A survey

A Kamilaris, FX Prenafeta-Boldú - Computers and electronics in agriculture, 2018 - Elsevier
Deep learning constitutes a recent, modern technique for image processing and data
analysis, with promising results and large potential. As deep learning has been successfully …

Big data in tourism research: A literature review

J Li, L Xu, L Tang, S Wang, L Li - Tourism management, 2018 - Elsevier
Even at an early stage, diverse big data have been applied to tourism research and made
an amazing improvement. This paper might be the first attempt to present a comprehensive …

Digital twin and big data towards smart manufacturing and industry 4.0: 360 degree comparison

Q Qi, F Tao - Ieee Access, 2018 - ieeexplore.ieee.org
With the advances in new-generation information technologies, especially big data and
digital twin, smart manufacturing is becoming the focus of global manufacturing …

Data-driven smart manufacturing

F Tao, Q Qi, A Liu, A Kusiak - Journal of Manufacturing Systems, 2018 - Elsevier
The advances in the internet technology, internet of things, cloud computing, big data, and
artificial intelligence have profoundly impacted manufacturing. The volume of data collected …

Internet of Things (IoT) cybersecurity research: A review of current research topics

Y Lu, L Da Xu - IEEE Internet of Things Journal, 2018 - ieeexplore.ieee.org
As an emerging technology, the Internet of Things (IoT) revolutionized the global network
comprising of people, smart devices, intelligent objects, data, and information. The …

Big data analytics in operations management

TM Choi, SW Wallace, Y Wang - Production and Operations …, 2018 - journals.sagepub.com
Big data analytics is critical in modern operations management (OM). In this study, we first
explore the existing big data‐related analytics techniques, and identify their strengths …

Towards fog-driven IoT eHealth: Promises and challenges of IoT in medicine and healthcare

B Farahani, F Firouzi, V Chang, M Badaroglu… - Future generation …, 2018 - Elsevier
Abstract Internet of Things (IoT) offers a seamless platform to connect people and objects to
one another for enriching and making our lives easier. This vision carries us from compute …

A review of the use of convolutional neural networks in agriculture

A Kamilaris, FX Prenafeta-Boldú - The Journal of Agricultural Science, 2018 - cambridge.org
Deep learning (DL) constitutes a modern technique for image processing, with large
potential. Having been successfully applied in various areas, it has recently also entered the …

Big data in natural disaster management: a review

M Yu, C Yang, Y Li - Geosciences, 2018 - mdpi.com
Undoubtedly, the age of big data has opened new options for natural disaster management,
primarily because of the varied possibilities it provides in visualizing, analyzing, and …

Big data for internet of things: a survey

M Ge, H Bangui, B Buhnova - Future generation computer systems, 2018 - Elsevier
With the rapid development of the Internet of Things (IoT), Big Data technologies have
emerged as a critical data analytics tool to bring the knowledge within IoT infrastructures to …