Vol. 7 No. 1 (2024): March 2024

Articles

• Implementation of Convolutional Neural Network for Classification of Density Scale and Transparency of Needle Leaf Types

  Diah Adi Sriatna, Rico Andrian, Rahmat Safei

  1-10

  • PDF

• Evaluation of Support Vector Machine, Naive Bayes, Decision Tree, and Gradient Boosting Algorithms for Sentiment Analysis on ChatGPT Twitter Dataset

  Salsabila Rabbani, Dea Safitri, Farida Try Puspa Siregar, Rahmaddeni Rahmaddeni, Lusiana Efrizoni

  11-21

  • PDF

• Portable Device for Measuring Heart Rate of Pregnant Women Based on Ip Address With BPM Graph Display

  Yuli Wahyuni

  22-27

  • PDF

• Implementation of Fuzzy Logic Method to Get Estimation of Fluid Depletion on Smart Infusion

  Mira Permata Sari, Ahmad Taqwa, Ade Silvia Handayani

  28-38

  • PDF

• Sentiment Analysis and Topic Modelling on Crowdsourced Data

  Maria Angelika H Siallagan, Arie Wahyu Wijayanto

  39-46

  • PDF

• Lepidoptera Classification Using Convolutional Neural Network EfficientNet-B0

  Hilmi Syamsudin, Saidatul Khalidah, Jumanto Unjung

  47-56

  • PDF

• Leakage Warning System and Monitoring Lapindo Sidoarjo Mud Embankment Based on Internet of Things

  Shon Haji, Akhmad Ahfas, Syamsudduha Syahrorini, Shazana Dhiya Ayuni

  57-63

  • PDF

• Performance Comparison of Decision Tree J48, CART, and Naïve Bayes Algorithms for Predicting Chronic Kidney Disease

  Ali Nur Ikhsan, Alif Nur Fadilah, Alifah Dafa Iftinani

  64-70

  • PDF

• Training Evaluation Analysis Using Text Mining

  Mas Akhmad Nainunis, Imam Yuadi

  71-79

  • PDF

• Early Prediction of Stroke Disease Diagnosis Patients Using Data Mining Algorithm Comparison

  Pungkas Subarkah, Wenti Risma Damayanti, Arbangi Puput Sabaniyah

  80-85

  • PDF

• Forecasting Oil Production of Well 159-F-14H in the Volve Field Using Machine Learning Model

  Devy Ayu Rhamadhani, Eriska Eklezia Dwi Saputri, Riska Laksmita Sari

  86-96

  • PDF

• Uncovering Malware Families Using Convolutional Neural Networks (CNN)

  Ruly Sumargo, Handri Santoso

  97-103

  • PDF

• Improving K-Means Clustering Accuracy for Academic Success Investigation With Extreme Gradient Boosting Algorithm

  Irma Darmayanti, Laily Farkhah Adhimah, Rizki Sadewo, Nurul Hidayati, Pungkas Subarkah

  104-109

  • PDF

• Internet of Things (IoT) Based Temperature and Humidity Detector Prototype in the UHAMKA Data Center Room

  M. Asep Rizkiawan, Harry Ramza, Agus Sofwan

  110-120

  • PDF

• The Use of Satellite Imagery Data for Poverty Clustering at the District Level Administration in Indonesia

  Azzahra Dhisa Khamila, Martha Budi Wardani, Robert Kurniawan

  121-133

  • PDF

• Implementation of Data Mining for Predicting Student Graduation Using the K-Nearest Neighbor Algorithm at Jambi Muhammadiyah University

  Shandy Amandha, Hetty Rohayani, Kevin Kurniawansyah

  134-140

  • PDF

• Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM) Methods to Forecast Daily Turnover at BM Motor Ngawi

  Larasati Larasati, Siti Saadah, Prasti Eko Yunanto

  141-147

  • PDF

• Comparative Analysis of Support Vector Regression and Linear Regression Models to Predict Apple Inc. Share Prices

  Resza Adistya Pangestu, Anik Vega Vitianingsih, Slamet Kacung, Anastasia Lidya Maukar, Agustinus Noertjahyana

  148-156

  • PDF

• Web-Based Movie Recommendation System Using Content-Based Filtering and Cosine Similarity

  Zico Fachreza Meillano, Donni Richasdy, Hasmawati Hasmawati

  157-166

  • PDF

• Predicting Urban Happiness: A Comparative Analysis of Deep Learning Models

  Gregorius Airlangga

  167-173

  • PDF

• Enhancing Electric Vehicle Range Prediction through Deep Learning: An Autoencoder and Neural Network Approach

  Gregorius Airlangga

  174-180

  • PDF

• Modeling The Prediction of Hard Drive Capacity Usage on Server Computers Based on Linear Regression

  Wahyuni Wahyuni, Pitrasacha Adytia, Siti Namira Rizqi Astin, Kelik Sussolaikah, Fadly Kasim

  181-192

  • PDF

• Coffee Type Classification Using Backpropagation Artificial Neural Network

  Pitrasacha Adytia, Wahyuni Wahyuni, Dimas Asmaramany, Kelik Sussolaikah

  193-199

  • PDF

• Digital Image Processing to Detect Sumba Woven Fabric Contour Using Gray Level Co-occurrence Matrix and Self Organizing Map

  Bintang Vieshe Mone, Yampi R Kaesmetan, Meliana O. Meo

  200-209

  • PDF

• Recognition of Hijaiyah Letter Patterns Using The Bidirectional Associative Memory Method

  Nanda Jarti, Sestri Novia Rizki

  210-219

  • PDF