Vol 4, No 2 (2020)

December 2020

DOI: https://doi.org/10.29099/ijair.v4i2

This issue has been available online since 05th December 2020 for the regular issue of December 2020. All articles in this issue (8 original research articles) were authored/co-authored by 27 authors from 6 countries (Japan, Pakistan, Malaysia, United State, Netherlands and Indonesia).

Table of Contents

Articles

Dependable flow modeling in upper basin Citarum using multilayer perceptron backpropagation
(1) Ika Sari Damayanthi Sebayang (Mercu Buana University, Indonesia)
(2) Muhammad Fahmia (Mercu Buana University, Indonesia)
10.29099/ijair.v4i2.174 Views of Abstract: 462 | PDF: 148
75 - 85
Random and Synthetic Over-Sampling Approach to Resolve Data Imbalance in Classification
(1) Mardhiya Hayaty (Amikom Yogyakarta University, Indonesia)
(2) Siti Muthmainah (Amikom Yogyakarta University, Indonesia)
(3) Syed Muhammad Ghufran (Department of Mathematics Abdul Wali Khan University, Mardan Garden Campus, Pakistan)
10.29099/ijair.v4i2.152 Views of Abstract: 834 | PDF: 244
86 - 94
Preprocessing of Skin Images and Feature Selection for Early Stage of Melanoma Detection using Color Feature Extraction
(1) Yuita Arum Sari (Brawijaya University, Malang, Indonesia)
(2) Anggi Gustiningsih Hapsani (Brawijaya University, Malang, Indonesia)
(3) Sigit Adinugroho (Brawijaya University, Malang, Indonesia)
(4) Lukman Hakim (Informatics Engineering Department, Hiroshima University, Japan)
(5) Siti Mutrofin (Universitas Pesantren Tinggi Darul Ulum, Jombang, Indonesia)
10.29099/ijair.v4i2.165 Views of Abstract: 681 | PDF: 199
95 - 106
Texton Based Segmentation for Road Defect Detection from Aerial Imagery
(1) Adhi Prahara (Universitas Ahmad Dahlan, Indonesia)
(2) Son Ali Akbar (Universitas Malaysia Pahang, Malaysia)
(3) Ahmad Azhari (Universitas Ahmad Dahlan, Indonesia)
10.29099/ijair.v4i2.179 Views of Abstract: 410 | PDF: 122
107 - 116
A Novel Method for L Band SAR Image Segmentation Based on Pulse Coupled Neural Network
(1) Harwikarya Harwikarya (Universitas Mercu Buana, Indonesia)
(2) Sabar Rudiarto (Universitas Mercu Buana, Indonesia)
(3) Glorin Sebastian (Georgia Institute of Technology, United States)
10.29099/ijair.v4i2.162 Views of Abstract: 429 | PDF: 102
117 - 126
Momentum Backpropagation Optimization for Cancer Detection Based on DNA Microarray Data
(1) Untari Novia Wisesty (School of Computing, Telkom University, Indonesia)
(2) Febryanti Sthevanie (School of Computing, Telkom University, Indonesia)
(3) Rita Rismala (School of Computing, Telkom University, Indonesia)
10.29099/ijair.v4i2.188 Views of Abstract: 424 | PDF: 174
127 - 134
Determination of Overall Equipment Efectiveness Superflex Machine Using Fuzzy Approach
(1) Sesar Husen Santosa (Institut Pertanian Bogor, Indonesia)
(2) Suhendi Irawan (Van Hall Larenstein University, Netherlands)
(3) Ilham Ardani (Industrial Management Study Progam, Institut Pertanian Bogor, Indonesia)
10.29099/ijair.v4i2.142 Views of Abstract: 576 | PDF: 135
135 - 150
Predicting the Spread of the Corona Virus (COVID-19) in Indonesia: Approach Visual Data Analysis and Prophet Forecasting
(1) Amir Mahmud Husein (Universitas Prima Indonesia, Indonesia)
(2) Jefri Poltak Hutabarat (Universitas Prima Indonesia, Indonesia)
(3) Jeckson Edition Sitorus (Universitas Prima Indonesia, Indonesia)
(4) Tonazisokhi Giawa (Universitas Prima Indonesia, Indonesia)
(5) Mawaddah Harahap (Universitas Prima Indonesia)
10.29099/ijair.v5i1.192 Views of Abstract: 949 | PDF: 245
151 - 161