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TELKOMNIKA Telecommunication, Computing, Electronics and Control
Comparative study of standalone classifier and ensemble classifier
Ensemble learning is one of machine learning method that can solve
performance measurement problem. Standalone classifiers often show a poor
performance result, thus why combining them with ensemble methods can
improve their performance scores.…
performance measurement problem. Standalone classifiers often show a poor
performance result, thus why combining them with ensemble methods can
improve their performance scores.…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Viterbi optimization for crime detection and identification
In this paper, we introduce two types of hybridization. The first contribution is the hybridization between the Viterbi algorithm and Baum Welch in order to predict crime locations. While the second contribution considers the optimization based on…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
A genetic algorithm approach for predicting ribonucleic acid sequencing data classification using KNN and decision tree
Malaria larvae accept explosive variable lifecycle as they spread across
numerous mosquito vector stratosphere. Transcriptomes arise in thousands of
diverse parasites. Ribonucleic acid sequencing (RNA-seq) is a prevalent gene
expression that has…
numerous mosquito vector stratosphere. Transcriptomes arise in thousands of
diverse parasites. Ribonucleic acid sequencing (RNA-seq) is a prevalent gene
expression that has…
Deteksi Penyakit Daun pada Tanaman Padi Menggunakan Algoritma Decision Tree, Random Forest, Naïve Bayes, SVM dan KNN
Pertanian sebagai salah satu sektor industri menjadi bagian pekerjaan yang menunjang
pemenuhan kebutuhan makanan pokok masyarakat seperti tanaman pangan. Tanaman padi
merupakan tanaman pangan yang rentan terserang hama. Pengenalan terhadap jenis…
pemenuhan kebutuhan makanan pokok masyarakat seperti tanaman pangan. Tanaman padi
merupakan tanaman pangan yang rentan terserang hama. Pengenalan terhadap jenis…