Browse Items (66 total)
- Collection: Vol. 18, No. 5 2020
Sort by:
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Integrated bio-search approaches with multi-objective algorithms for optimization and classification problem
Optimal selection of features is very difficult and crucial to achieve,
particularly for the task of classification. It is due to the traditional method of selecting features that function independently and generated the collection of irrelevant…
particularly for the task of classification. It is due to the traditional method of selecting features that function independently and generated the collection of irrelevant…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Brain-computer interface of focus and motor imagery using wavelet and recurrent neural networks
Brain-computer interface is a technology that allows operating a device
without involving muscles and sound, but directly from the brain through the processed electrical signals. The technology works by capturing electrical or magnetic signals from…
without involving muscles and sound, but directly from the brain through the processed electrical signals. The technology works by capturing electrical or magnetic signals from…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Precipitation prediction using recurrent neural networks and long short-term memory
speed, and solar radiation is beneficial for human life. The variable
observations data is available from time to time for more than thirty years, scattered each observation station makes the opportunity to map patterns into predictions. However,…
observations data is available from time to time for more than thirty years, scattered each observation station makes the opportunity to map patterns into predictions. However,…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Comparison of search algorithms in Javanese-Indonesian dictionary application
This study aims to compare the performance of Boyer-Moore, Knuth morris pratt, and Horspool algorithms in searching for the meaning of words in the Java-Indonesian dictionary search application in terms of accuracy and processing time. Performance…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Secure and reliable wireless advertising system using intellectual characteristic selection algorithm for smart cities
Smart cities wireless advertising (smart mobile-AD) filed is one of
the well-known area of research where smart devices using mobile ad hoc networks (MANET) platform for advertisement and marketing purposes. Wireless advertising through multiple…
the well-known area of research where smart devices using mobile ad hoc networks (MANET) platform for advertisement and marketing purposes. Wireless advertising through multiple…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Distributed gateway-based load balancing in software defined network
To achieve an internet with high availability and reliability, needs two or more data paths so the process for sending data can be faster. Load balancing is often plays a significant role for this technique to properly utilized every gateway in the…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Balancing a Segway robot using LQR controller based on genetic and bacteria foraging optimization algorithms
A two-wheeled single seat Segway robot is a special kind of wheeled mobile robot, using it as a human transporter system needs applying a robust control system to overcome its inherent unstable problem. The mathematical model of the system dynamics…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Algorithm performance comparison for earthquake signal recognition on smartphone’s accelerometer
Micro-electro-mechanical-system accelerometer is able to detect acceleration signal caused by earthquake. Such type of accelerometer is also used by smartphones. There are few algorithms that can be used to recognize the type of acceleration signal…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Prediction of rainfall using improved deep learning with particle swarm optimization
Rainfall is a natural factor that is very important for farmers or certain
institutions to predict the planting period of a plant. The problem is that rainfall is very difficult to predict. Trials to get optimal rainfall prediction have been carried…
institutions to predict the planting period of a plant. The problem is that rainfall is very difficult to predict. Trials to get optimal rainfall prediction have been carried…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Kernal based speaker specific feature extraction and its applications in iTaukei cross language speaker recognition
Extraction and classification algorithms based on kernel nonlinear features are popular in the new direction of research in machine learning. This research paper considers their practical application in the iTaukei automatic speaker recognition…