Big data preprocessing: methods and prospects

S García, S Ramírez-Gallego, J Luengo, JM Benítez… - Big data analytics, 2016 - Springer
The massive growth in the scale of data has been observed in recent years being a key
factor of the Big Data scenario. Big Data can be defined as high volume, velocity and variety …

Big Data for supply chain management in the service and manufacturing sectors: Challenges, opportunities, and future perspectives

RY Zhong, ST Newman, GQ Huang, S Lan - Computers & Industrial …, 2016 - Elsevier
Data from service and manufacturing sectors is increasing sharply and lifts up a growing
enthusiasm for the notion of Big Data. This paper investigates representative Big Data …

The role of big data in smart city

IAT Hashem, V Chang, NB Anuar, K Adewole… - International Journal of …, 2016 - Elsevier
The expansion of big data and the evolution of Internet of Things (IoT) technologies have
played an important role in the feasibility of smart city initiatives. Big data offer the potential …

Social big data: Recent achievements and new challenges

G Bello-Orgaz, JJ Jung, D Camacho - Information Fusion, 2016 - Elsevier
Big data has become an important issue for a large number of research areas such as data
mining, machine learning, computational intelligence, information fusion, the semantic Web …

Big data: From beginning to future

I Yaqoob, IAT Hashem, A Gani, S Mokhtar… - International Journal of …, 2016 - Elsevier
Big data is a potential research area receiving considerable attention from academia and IT
communities. In the digital world, the amounts of data generated and stored have expanded …

Industrial big data as a result of IoT adoption in manufacturing

D Mourtzis, E Vlachou, N Milas - Procedia cirp, 2016 - Elsevier
The radical evolution of internet into a network of interconnected objects that create a smart
environment is characterized by the term Internet of Things (IoT). The adoption of IoT in …

Feature selection for high-dimensional data

V Bolón-Canedo, N Sánchez-Maroño… - Progress in Artificial …, 2016 - Springer
This paper offers a comprehensive approach to feature selection in the scope of
classification problems, explaining the foundations, real application problems and the …

[PDF][PDF] A survey on big data analytics: challenges, open research issues and tools

DP Acharjya, K Ahmed - … Journal of Advanced Computer Science and …, 2016 - academia.edu
A huge repository of terabytes of data is generated each day from modern information
systems and digital technologies such as Internet of Things and cloud computing. Analysis …

Big data reduction framework for value creation in sustainable enterprises

MH ur Rehman, V Chang, A Batool, TY Wah - International journal of …, 2016 - Elsevier
Value creation is a major sustainability factor for enterprises, in addition to profit
maximization and revenue generation. Modern enterprises collect big data from various …

[HTML][HTML] Continuous maintenance and the future–Foundations and technological challenges

R Roy, R Stark, K Tracht, S Takata, M Mori - Cirp Annals, 2016 - Elsevier
High value and long life products require continuous maintenance throughout their life cycle
to achieve required performance with optimum through-life cost. This paper presents …