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TELKOMNIKA Telecommunication, Computing, Electronics and Control
PCA-based dimensionality reduction for face recognition
In this paper, we conduct a comprehensive study on dimensionality reduction (DR)
techniques and discuss the mostly used statistical DR technique called principal com-
ponent analysis (PCA) in detail with a view to addressing the classical face…
techniques and discuss the mostly used statistical DR technique called principal com-
ponent analysis (PCA) in detail with a view to addressing the classical face…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Path discovering in maze area using mobile robot
Robotic maze pathfinding problems deal with detecting the correct route from the start point to the end-point in a virtual maze environment consisting of walls. Automated robot mobility is a significant feature, which enables a mobile robot to…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Particle swarm optimization for solving thesis defense timetabling problem
The thesis defense timetabling problem is a fascinating and original NP-hard
optimization problem. The problem involves assigning the participants to
defense sessions, composing the relevant committees, satisfying the
constraints, and optimizing…
optimization problem. The problem involves assigning the participants to
defense sessions, composing the relevant committees, satisfying the
constraints, and optimizing…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Partial discharge measurements for investigating defected solid dielectrics
Insulation system in high voltage power equipment plays an important role for
the reliability of the electric power system. So, it is necessary to assess its
performance to prevent any sudden interruption in the power system. Partial
discharge…
the reliability of the electric power system. So, it is necessary to assess its
performance to prevent any sudden interruption in the power system. Partial
discharge…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Parameter tuning of software effort estimation models using antlion optimization
In this work, the antlion optimization (ALO) is employed due to its
efficiency and wide applicability to estimate the parameters of four modified
models of the basic constructive cost model (COCOMO) model. Three tests
are carried out to show the…
efficiency and wide applicability to estimate the parameters of four modified
models of the basic constructive cost model (COCOMO) model. Three tests
are carried out to show the…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Parallel classification and optimization of telco trouble ticket dataset
In the big data age, extracting applicable information using traditional machine
learning methodology is very challenging. This problem emerges from the
restricted design of existing traditional machine learning algorithms, which do
not entirely…
learning methodology is very challenging. This problem emerges from the
restricted design of existing traditional machine learning algorithms, which do
not entirely…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Palm print verification based deep learning
In this paper, we consider a palm print characteristic which has taken wide
attentions in recent studies. We focused on palm print verification problem by
designing a deep network called a palm convolutional neural network (PCNN).
This network is…
attentions in recent studies. We focused on palm print verification problem by
designing a deep network called a palm convolutional neural network (PCNN).
This network is…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Overlapped hierarchical clusters routing protocol for improving quality of service
The rapid development in communications and sensors technologies make
wireless sensor networks (WSNs) as essential key in several advanced
applications such as internet of things (IoT). The increasing demands on
using WSNs required high quality of…
wireless sensor networks (WSNs) as essential key in several advanced
applications such as internet of things (IoT). The increasing demands on
using WSNs required high quality of…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Optimizing location and size of capacitors for power loss reduction in radial distribution networks
Power radial distribution systems are increasingly more and more important in
transmitting the electric energy from power plants to customers. However,
total loss in lines are very high. This issue can be solved by allocating capacitor
banks.…
transmitting the electric energy from power plants to customers. However,
total loss in lines are very high. This issue can be solved by allocating capacitor
banks.…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Optimal resource allocation for route selection in ad-hoc networks
Nowadays, the selection of the optimum path in mobile ad hoc networks
(MANETS) is being an important issue that should be solved smartly. In this
paper, an optimal path selection method is proposed for MANET using the
Lagrange multiplier approach.…
(MANETS) is being an important issue that should be solved smartly. In this
paper, an optimal path selection method is proposed for MANET using the
Lagrange multiplier approach.…