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Home > Archives > Vol 7, No 1 (2024)

Table of Contents

Articles

Implementation of Convolutional Neural Network for Classification of Density Scale and Transparency of Needle Leaf Types DOI : 10.24014/ijaidm.v7i1.26258 | Abstract views : 526 times Diah Adi Sriatna, Rico Andrian, Rahmat Safei

PDF 1-10

Evaluation of Support Vector Machine, Naive Bayes, Decision Tree, and Gradient Boosting Algorithms for Sentiment Analysis on ChatGPT Twitter Dataset DOI : 10.24014/ijaidm.v7i1.24662 | Abstract views : 736 times Salsabila Rabbani, Dea Safitri, Farida Try Puspa Siregar, Rahmaddeni Rahmaddeni, Lusiana Efrizoni

PDF 11-21

Portable Device for Measuring Heart Rate of Pregnant Women Based on Ip Address With BPM Graph Display DOI : 10.24014/ijaidm.v7i1.26786 | Abstract views : 313 times Yuli Wahyuni

PDF 22-27

Implementation of Fuzzy Logic Method to Get Estimation of Fluid Depletion on Smart Infusion DOI : 10.24014/ijaidm.v7i1.25589 | Abstract views : 337 times Mira Permata Sari, Ahmad Taqwa, Ade Silvia Handayani

PDF 28-38

Sentiment Analysis and Topic Modelling on Crowdsourced Data DOI : 10.24014/ijaidm.v7i1.24777 | Abstract views : 477 times Maria Angelika H Siallagan, Arie Wahyu Wijayanto

PDF 39-46

Lepidoptera Classification Using Convolutional Neural Network EfficientNet-B0 DOI : 10.24014/ijaidm.v7i1.24586 | Abstract views : 598 times Hilmi Syamsudin, Saidatul Khalidah, Jumanto Unjung

PDF 47-56

Leakage Warning System and Monitoring Lapindo Sidoarjo Mud Embankment Based on Internet of Things DOI : 10.24014/ijaidm.v7i1.25269 | Abstract views : 376 times Shon Haji, Akhmad Ahfas, Syamsudduha Syahrorini, Shazana Dhiya Ayuni

PDF 57-63

Performance Comparison of Decision Tree J48, CART, and Naïve Bayes Algorithms for Predicting Chronic Kidney Disease DOI : 10.24014/ijaidm.v7i1.26472 | Abstract views : 458 times Ali Nur Ikhsan, Alif Nur Fadilah, Alifah Dafa Iftinani

PDF 64-70

Training Evaluation Analysis Using Text Mining DOI : 10.24014/ijaidm.v7i1.27607 | Abstract views : 349 times Mas Akhmad Nainunis, Imam Yuadi

PDF 71-79

Early Prediction of Stroke Disease Diagnosis Patients Using Data Mining Algorithm Comparison DOI : 10.24014/ijaidm.v7i1.25955 | Abstract views : 480 times Pungkas Subarkah, Wenti Risma Damayanti, Arbangi Puput Sabaniyah

PDF 80-85

Forecasting Oil Production of Well 159-F-14H in the Volve Field Using Machine Learning Model DOI : 10.24014/ijaidm.v7i1.24907 | Abstract views : 442 times Devy Ayu Rhamadhani, Eriska Eklezia Dwi Saputri, Riska Laksmita Sari

PDF 86-96

Uncovering Malware Families Using Convolutional Neural Networks (CNN) DOI : 10.24014/ijaidm.v7i1.27243 | Abstract views : 359 times Ruly Sumargo, Handri Santoso

PDF 97-103

Improving K-Means Clustering Accuracy for Academic Success Investigation With Extreme Gradient Boosting Algorithm DOI : 10.24014/ijaidm.v7i1.26657 | Abstract views : 352 times Irma Darmayanti, Laily Farkhah Adhimah, Rizki Sadewo, Nurul Hidayati, Pungkas Subarkah

PDF 104-109

Internet of Things (IoT) Based Temperature and Humidity Detector Prototype in the UHAMKA Data Center Room DOI : 10.24014/ijaidm.v7i1.28035 | Abstract views : 544 times M. Asep Rizkiawan, Harry Ramza, Agus Sofwan

PDF 110-120

The Use of Satellite Imagery Data for Poverty Clustering at the District Level Administration in Indonesia DOI : 10.24014/ijaidm.v7i1.25278 | Abstract views : 365 times Azzahra Dhisa Khamila, Martha Budi Wardani, Robert Kurniawan

PDF 121-133

Implementation of Data Mining for Predicting Student Graduation Using the K-Nearest Neighbor Algorithm at Jambi Muhammadiyah University DOI : 10.24014/ijaidm.v7i1.26150 | Abstract views : 422 times Shandy Amandha, Hetty Rohayani, Kevin Kurniawansyah

PDF 134-140

Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM) Methods to Forecast Daily Turnover at BM Motor Ngawi DOI : 10.24014/ijaidm.v7i1.27643 | Abstract views : 719 times Larasati Larasati, Siti Saadah, Prasti Eko Yunanto

PDF 141-147

Comparative Analysis of Support Vector Regression and Linear Regression Models to Predict Apple Inc. Share Prices DOI : 10.24014/ijaidm.v7i1.28594 | Abstract views : 788 times Resza Adistya Pangestu, Anik Vega Vitianingsih, Slamet Kacung, Anastasia Lidya Maukar, Agustinus Noertjahyana

PDF 148-156

Web-Based Movie Recommendation System Using Content-Based Filtering and Cosine Similarity DOI : 10.24014/ijaidm.v7i1.27390 | Abstract views : 358 times Zico Fachreza Meillano, Donni Richasdy, Hasmawati Hasmawati

PDF 157-166

Predicting Urban Happiness: A Comparative Analysis of Deep Learning Models DOI : 10.24014/ijaidm.v7i1.28801 | Abstract views : 291 times Gregorius Airlangga

PDF 167-173

Enhancing Electric Vehicle Range Prediction through Deep Learning: An Autoencoder and Neural Network Approach DOI : 10.24014/ijaidm.v7i1.28803 | Abstract views : 305 times Gregorius Airlangga

PDF 174-180

Modeling The Prediction of Hard Drive Capacity Usage on Server Computers Based on Linear Regression DOI : 10.24014/ijaidm.v7i1.28851 | Abstract views : 370 times Wahyuni Wahyuni, Pitrasacha Adytia, Siti Namira Rizqi Astin, Kelik Sussolaikah, Fadly Kasim

PDF 181-192

Coffee Type Classification Using Backpropagation Artificial Neural Network DOI : 10.24014/ijaidm.v7i1.28853 | Abstract views : 344 times Pitrasacha Adytia, Wahyuni Wahyuni, Dimas Asmaramany, Kelik Sussolaikah

PDF 193-199

Digital Image Processing to Detect Sumba Woven Fabric Contour Using Gray Level Co-occurrence Matrix and Self Organizing Map DOI : 10.24014/ijaidm.v7i1.28355 | Abstract views : 203 times Bintang Vieshe Mone, Yampi R Kaesmetan, Meliana O. Meo

PDF 200-209

Recognition of Hijaiyah Letter Patterns Using The Bidirectional Associative Memory Method DOI : 10.24014/ijaidm.v7i1.29192 | Abstract views : 352 times Nanda Jarti, Sestri Novia Rizki

PDF 210-219