Vol. 8 No. 1 (2024): February 2024

This issue proudly features 21 scholarly articles contributed by 25 distinguished institutions throughout Indonesia. The editors thank all the researchers who have chosen the RESTI Journal as a platform to spread the fruits of their labor. Your contributions enrich not only our publication but also the broader scientific community, particularly in the ever-evolving field of information technology.

The cover, foreword, and table of contents can be downloaded here.

DOI: https://doi.org/10.29207/resti.v8i1

Published: 2024-01-13

Computer Science Applications

Image Preprocessing Approaches Toward Better Learning Performance with CNN

Dhimas Tribuana, Hazriani, Abdul Latief Arda

1 - 9
- pdf
Data Mining Techniques for Predictive Classification of Anemia Disease Subtypes

Johan Setiawan, Dita Amalia, Iwan Prasetiawan

10 - 17
- pdf
Visual Impaired Assistance for Object and Distance Detection Using Convolutional Neural Networks

Jumadi Mabe Parenreng, Andi Baso Kaswar, Ibnu Fikrie Syahputra

26 - 32
- pdf
The Design of a C1 Document Data Extraction Application Using a Tesseract-Optical Character Recognition Engine

Ircham Aji Nugroho, Bety Hayat Susanti, Mareta Wahyu Ardyani, Nadia Paramita R.A.

42 - 53
- pdf
Cattle Weight Estimation Using Linear Regression and Random Forest Regressor

Anjar Setiawan, Ema Utami, Dhani Ariatmanto

72 - 79
- pdf
Improving Algorithm Performance using Feature Extraction for Ethereum Forecasting

Indri Tri Julianto, Dede Kurniadi, Ricky Rohmanto, Fathia Alisha Fauzia

80 - 87
- pdf
Predicting Smart Office Electricity Consumption in Response to Weather Conditions Using Deep Learning

Zikri Wahyuzi, Ahmad Luthfi, Dhomas Hatta Fudholi

100 - 110
- pdf
A Comparative Study of HTTP and MQTT for IoT Applications in Hydroponics

Irvan Rizki Nugraha, Widhy Hayuhardhika Nugraha Putra, Eko Setiawan

119 - 126
- pdf
Monitoring and Controlling System for Mango Logistics Based on Machine Learning

Buyung Hardyansyah, Heru Sukoco, Sony Hartono Wijaya

150 - 159
- pdf
Development of an Early Warning System Using Social Media for Flood Disaster

I Ketut Kasta Arya Wijaya, Ruben Cornelius Siagian

169 - 180
- pdf
Convolutional Neural Networks for Classification Motives and the Effect of Image Dimensions

Siti Aisyah, Rini Astuti, Fadhil M Basysyar, Odi Nurdiawan, Irfan Ali

181 - 188
- pdf

Artificial Intelligence

MRI Image Based Alzheimer’s Disease Classification Using Convolutional Neural Network: EfficientNet Architecture

Novia Adelia Ujilast, Nuris Sabila Firdausita, Christian Sri Kusuma Aditya, Yufis Azhar

18 - 25
- pdf
Rotation Double Random Forest Algorithm to Predict The Food Insecurity Status of Households

Rais, Agus Mohamad Soleh, Budi Susetyo

33 - 41
- pdf
Kmeans-SMOTE Integration for Handling Imbalance Data in Classifying Financial Distress Companies using SVM and Naïve Bayes

Didit Johar Maulana, Siti Saadah, Prasti Eko Yunanto

54 - 61
- pdf
Anatomy Identification of Bamboo Stems with The Convolutional Neural Networks (CNN) Method

Dede Rustandi, Sony Hartono Wijaya, Mushthofa, Ratih Damayanti

62 -71
- pdf
A Novel Framework for Information Security During the SDLC Implementation Stage: A Systematic Literature Review

Mikael Octavinus Chan, Setiadi Yazid

88 - 99
- pdf
Investigating the Impact of ReLU and Sigmoid Activation Functions on Animal Classification Using CNN Models

M Mesran, Sitti Rachmawati Yahya, Fifto Nugroho, Agus Perdana Windarto

111 - 118
- pdf
Indonesian Crude Oil Price (ICP) Prediction Using Support Vector Regression Algorithm

Des Suryani, Mutia Fadhila

127 - 135
- pdf
Comparison of Machine Learning Algorithms in Detecting Tea Leaf Diseases

Candra Nur Ihsan, Nova Agustina, Muchammad Naseer, Harya Gusdevi, Jack Febrian Rusdi, Ari Hadhiwibowo, Fahmi Abdullah

135 - 141
- pdf
Analysis and Development of Eight Deep Learning Architectures for the Classification of Mushrooms

Lia Farokhah, Suastika Yulia Riska

142 - 149
- pdf
Max Depth Impact on Heart Disease Classification: Decision Tree and Random Forest

Rian Oktafiani, Arief Hermawan, Donny Avianto

160 - 168
- pdf

Vol. 8 No. 1 (2024): February 2024

Computer Science Applications

Image Preprocessing Approaches Toward Better Learning Performance with CNN

Data Mining Techniques for Predictive Classification of Anemia Disease Subtypes

Visual Impaired Assistance for Object and Distance Detection Using Convolutional Neural Networks

The Design of a C1 Document Data Extraction Application Using a Tesseract-Optical Character Recognition Engine

Cattle Weight Estimation Using Linear Regression and Random Forest Regressor

Improving Algorithm Performance using Feature Extraction for Ethereum Forecasting

Predicting Smart Office Electricity Consumption in Response to Weather Conditions Using Deep Learning

A Comparative Study of HTTP and MQTT for IoT Applications in Hydroponics

Monitoring and Controlling System for Mango Logistics Based on Machine Learning

Development of an Early Warning System Using Social Media for Flood Disaster

Convolutional Neural Networks for Classification Motives and the Effect of Image Dimensions

Artificial Intelligence

MRI Image Based Alzheimer’s Disease Classification Using Convolutional Neural Network: EfficientNet Architecture

Rotation Double Random Forest Algorithm to Predict The Food Insecurity Status of Households

Kmeans-SMOTE Integration for Handling Imbalance Data in Classifying Financial Distress Companies using SVM and Naïve Bayes

Anatomy Identification of Bamboo Stems with The Convolutional Neural Networks (CNN) Method

A Novel Framework for Information Security During the SDLC Implementation Stage: A Systematic Literature Review

Investigating the Impact of ReLU and Sigmoid Activation Functions on Animal Classification Using CNN Models

Indonesian Crude Oil Price (ICP) Prediction Using Support Vector Regression Algorithm

Comparison of Machine Learning Algorithms in Detecting Tea Leaf Diseases

Analysis and Development of Eight Deep Learning Architectures for the Classification of Mushrooms

Max Depth Impact on Heart Disease Classification: Decision Tree and Random Forest

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