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TELKOMNIKA Telecommunication, Computing, Electronics and Control
Image denosing in underwater acoustic noise using discrete wavelet transform with different noise level estimation
In many applications, Image de-noising and improvement represent essential processes in presence of colored noise such that in underwater. Power spectral density of the noise is changeable within a definite frequency range, and autocorrelation noise…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Image based anthracnose and red-rust leaf disease detection using deep learning
Deep residual learning frameworks have achieved great success in image
classification. This article presents the use of transfer learning which is
applied on mango leaf image dataset for its disease’s detection. New
methodology and training have…
classification. This article presents the use of transfer learning which is
applied on mango leaf image dataset for its disease’s detection. New
methodology and training have…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Identifier of human emotions based on convolutional neural network for assistant robot
This paper proposes a solution for the problem of continuous prediction in real-time of the emotional state of a human user from the identification of characteristics in facial expressions. In robots whose main task is the care of people (children,…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Identification of paddy leaf diseases based on texture analysis of Blobs and color segmentation
There are three types of paddy leaf diseases that have similar symptoms,
making it difficult for farmers to identify them, namely blast, brown-spot,
and narrow brown-spot. This study aims to identification paddy plant
diseases based on texture…
making it difficult for farmers to identify them, namely blast, brown-spot,
and narrow brown-spot. This study aims to identification paddy plant
diseases based on texture…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Identification of human resource analytics using machine learning algorithms
Employee attrition is one of the most significant business issues in human resource (HR) analytics. This research aims to identify the most critical elements that contribute to employee attrition. Businesses operate heavily on employee training in…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
i-Eclat: performance enhancement of Eclat via incremental approach in frequent itemset mining
One example of the state-of-the-art vertical rule mining technique is called equivalence class transformation (Eclat) algorithm. Neither horizontal nor vertical data format, both are still suffering from the huge memory consumption. In response to…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Hybrid fuzzy-PID like optimal control to reduce energy consumption
The electric motor is one of the appliances that consume considerable energy. Therefore, the control method which can reduce energy consumption with better performance is needed. The purpose of this research is to minimize the energy consumption of…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Hybrid features selection method using random forest and meerkat clan algorithm
In the majority of gene expression investigations, selecting relevant genes for sample classification is considered a frequent challenge, with researchers attempting to discover the minimum feasible number of genes while yet achieving excellent…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Hoax classification and sentiment analysis of Indonesian news using Naive Bayes optimization
Currently, the spread of hoax news has increased significantly, especially on social media networks. Hoax news is very dangerous and can provoke
readers. So, this requires special handling. This research proposed a hoax news detection system using…
readers. So, this requires special handling. This research proposed a hoax news detection system using…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
High-speed multi-channel long-haul coherent optical transmission system
In this work, high-speed transmission over the long-haul optical channel
using orthogonal frequency division multiplexing (OFDM) was investigated. Furthermore, we recommend mixing polarization division multiplexing (PDM) with coherent OFDM (CO-OFDM)…
using orthogonal frequency division multiplexing (OFDM) was investigated. Furthermore, we recommend mixing polarization division multiplexing (PDM) with coherent OFDM (CO-OFDM)…