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TELKOMNIKA Telecommunication Computing Electronics and Control
Big data classification based on improved parallel k-nearest neighbor
In response to the rapid growth of many sorts of information, highway data
has continued to evolve in the direction of big data in terms of scale, type,
and structure, exhibiting characteristics of multi-source heterogeneous data.
The k-nearest…
has continued to evolve in the direction of big data in terms of scale, type,
and structure, exhibiting characteristics of multi-source heterogeneous data.
The k-nearest…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
NLP analysis in social media using big data technologies
For timely and efficient reactions to disasters, collecting vital and right
information is essential. In recent decades, social media platforms such as
Twitter, Facebook, Linkedin, Instagram have become valuable sources of
information in disaster…
information is essential. In recent decades, social media platforms such as
Twitter, Facebook, Linkedin, Instagram have become valuable sources of
information in disaster…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Large scale data analysis using MLlib
Recent advancements in the internet, social media, and internet of things
(IoT) devices have significantly increased the amount of data generated in a
variety of formats. The data must be converted into formats that is easily
handled by the data…
(IoT) devices have significantly increased the amount of data generated in a
variety of formats. The data must be converted into formats that is easily
handled by the data…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Agriculture data visualization and analysis using data mining techniques: application of unsupervised machine learning
Unsupervised machine learning is one of the accepted platforms for applying a broad data analytics challenge that involves the way to identify secret trends, unexplained associations, and other significant data from a wide dispersed dataset. The…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Application of big data for distribution and consumption of power
The exponentially growing and tremendous collection of data stored in the
power sector, combined with the need for data analysis, has produced an
urgent need for powerful tools to extract hidden data as to effectively
distribute the power for…
power sector, combined with the need for data analysis, has produced an
urgent need for powerful tools to extract hidden data as to effectively
distribute the power for…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Comparison of machine learning performance for earthquake prediction in Indonesia using 30 years historical data
Indonesia resides on most earthquake region with more than 100 active volcanoes, and high number of seismic activities per year. In order to reduce the casualty, some method to predict earthquake have been developed to estimate the seismic movement.…
Special allocation fund (DAK) for education sector: a development policy evaluation perspective
National development in education is essentially carried out in order to improve the quality of human resources. In practice, this is established in a series of programs and activities involving the central and regional governments related to…
Safety and Health at Work Vol. 12 Issue 1 2021
Finding Pluto: An Analytics-Based Approach to Safety Data Ecosystems (Review Article)
This review article addresses the role of safety professionals in the diffusion strategies for predictive analytics for safety performance. The article explores the models, definitions, roles, and relationships of safety professionals in knowledge…
Safety and Health at Work Vol. 10 Issue 4 2019
Activity Level and Body Mass Index as Predictors of Physical Workload During Working Career (Short Communication)
The increasing prevalence of inactivity and obesity, along with aging, has implications on work capacity
of labor force. This study reports the relationships between activity level and BMI by age with objectively measured physical workload. Data…
of labor force. This study reports the relationships between activity level and BMI by age with objectively measured physical workload. Data…