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Home > Archives > Vol 8, No 1 (2024)

DOI: https://doi.org/10.30865/mib.v8i1

Table of Contents

Articles

Alat Penghitung Jumlah Gerakan Pull Up dan Push Up Menggunakan Sudut Kemiringan pada Sensor MPU6050 Berbasis Internet Of Things Dimas Ade Putra, Jufrizel Jufrizel, Aulia Ullah, Putut Son Maria

PDF 1-10

Medical Image Classification of Brain Tumors using Convolutional Neural Network Algorithm Alwas Muis, Sunardi Sunardi, Anton Yudhana

PDF 11-18

Perbandingan Optimasi Metode Grid Search dan Random Search dalam Algoritma XGBoost untuk Klasifikasi Stunting Nirvan Adam Pramudhyta, Muhammad Syaifur Rohman

PDF 19-29

Klasifikasi Kondisi Kendaraan Berpotensi Kecelakaan Berbasis Android Menggunakan Long Short Term Memory Puspita Aliya Nabila, Sopian Soim, Ade Silvia Handayani

PDF 30-40

Prediction of Indonesian Presidential Election Results using Sentiment Analysis with Naïve Bayes Method Asno Azzawagama Firdaus, Anton Yudhana, Imam Riadi, Mahsun Mahsun

PDF 41-50

Leveraging BiLSTM and LDA for Analyzing and Dashboarding User Feedback in Applications Siti Mutmainah, Dhomas Hatta Fudholi

PDF 51-61

Implementasi Teknologi Web Geospasial dan Decision Tree untuk Klasifikasi Sebaran Pengumpulan Zakat Pratiwi Susanti, Moch Yusuf Asyhari, Juwari Juwari, Khairul Adila Ahmad, Norin Rahayu Shamsuddin, Taniza Tajuddin

PDF 62-69

Seleksi Fitur Information Gain untuk Optimasi Klasifikasi Penyakit Tuberkulosis Ardi Caesar Kurniawan, Abu Salam

PDF 70-82

Komparasi Teknik Feature Selection Dalam Klasifikasi Serangan IoT Menggunakan Algoritma Decision Tree Dicky Setiawan, Adhitya Nugraha, Ardytha Luthfiarta

PDF 83-93

Implementasi Metode CRISP DM dan Algoritma Decision Tree Untuk Strategi Produksi Kerajinan Tangan pada UMKM A Haekal Asyraf, Machmudin Eka Prasetya

PDF 94-105

Pengenalan Ekspresi Wajah Menggunakan Transfer Learning MobileNetV2 dan EfficientNet-B0 dalam Memprediksi Perkelahian Ni Made Kirei Kharisma Handayani, Erwin Yudi Hidayat, Muhammad Naufal, Permana Langgeng Wicaksono Ellwid Putra

PDF 106-114

Enhancing Machine Learning Accuracy in Detecting Preventable Diseases using Backward Elimination Method Muhammad Dliyauddin, Guruh Fajar Shidik, Affandy Affandy, M. Arief Soeleman

PDF 115-123

Word2Vec Optimization on Bi-LSTM in Electric Car Sentiment Classification Siti Uswah Hasanah, Yuliant Sibaroni, Sri Suryani Prasetyowati

PDF 124-132

Pengembangan Aplikasi Android Menggunakan REST API dengan Metode Waterfall Untuk Peningkatan Aksesibilitas Situs Repositori Muhhamad Ajun Setiawan, Donny Avianto

PDF 133-143

Sistem Deteksi Anomali Pada Transformator Menggunakan Dissolved Gas Analysis Dengan Metode K-Nearest Neighbour Andre Kurniawan, Hindriyanto Dwi Purnomo

PDF 144-153

Comparison of Support Vector Machine and Random Forest Method on Static Analysis Windows Portable Executable (PE) Malware Detection Hazim Ismail, Rio Guntur Utomo, Marastika Wicaksono Aji Bawono

PDF 154-162

Pengaruh Oversampling dan Cross Validation Pada Model Machine Learning Untuk Sentimen Analisis Kebijakan Luaran Kelulusan Mahasiswa Mufida Rahayu, Ardytha Luthfiarta, Lailatul Cahyaningrum, Alya Nurfaiza Azzahra

PDF 163-172

Prediksi Banjir Berdasarkan Indeks Curah Hujan Menggunakan Deep Neural Network (DNN) Safira Alya Fafaza, Muhammad Syaifur Rohman, Ricardus Anggi Pramunendar, Nurul Anisa Sri Winarsih, Galuh Wilujeng Saraswati, Filmada Ocky Saputra, Danny Oka Ratmana, Guruh Fajar Shidik

PDF 173-184

Implementation Graph Sampling and Aggregation (GraphSAGE) Method for Job Recommendation System Dewa Made Wijaya, Kemas Rahmat Saleh Wiharja

PDF 185-194

Control and Monitoring System of Growing Media for Cucumber Plants Based on the Internet of Things I Ketut Agung Enriko, Mela Kartika Dewi, Slamet Indriyanto, Fikri Nizar Gustiyana

PDF 195-202

Win Probability of Heroes in Mobile Legends MPL ID S12 Competitions Using Naïve Bayes Algorithm Angga Permana Putra, Pulung Nurtantio Andono

PDF 203-210

Analisa Algoritma K-Means Untuk Menentukan Strategi Marketing Bias Yulisa Geni, Okto Kurnia, Nova Hayati, Muhammad Thoriq, Kiki Hariani Manurung

PDF 211-220

Perbandingan Metode Naïve Bayes dan Support Vector Machine Pada Klasifikasi 22 Bahasa Daerah Bima Rakajati, Erwin Yudi Hidayat

PDF 221-230

Decision Support System for Manufacturing Division Priority using AHP Method Christian Kencana

PDF 231-239

Evaluasi Performa Oversampling dan Augmentasi pada Klasifikasi Penyakit Kulit Menerapkan Convolutional Neural Network Deo Andrianto Iskandar, Abu Salam

PDF 240-250

Pengembangan Chatbot Kesehatan Mental Menggunakan Algoritma Long Short-Term Memory Fajarudin Zakariya, Junta Zeniarja, Sri Winarno

PDF 251-259

Prediksi Harga Cryptocurrency Binance Berdasarkan Informasi Blokchain dengan Menggunakan Algoritma Random Forest Jumjumi Asbullah, Samsudin Samsudin

PDF 260-271

Comparing Haar Cascade and YOLOFACE for Region of Interest Classification in Drowsiness Detection Muhammad Niko Andrean, Guruh Fajar Shidik, Muhammad Naufal, Farrikh Al Zami, Sri Winarno, Harun Al Azies, Permana Langgeng Wicaksono Ellwid Putra

PDF 272-281

Penerapan Monitoring dan Controlling Suhu Ruang Server Berbasis Internet of Things (IoT) Olynda Mufariihana Nur Syafii, Ika Ratna Indra Astutik, Hindarto Hindarto

PDF 282-291

Comparative Analysis of Transformer Models in Object Detection and Relationship Determination on COCO Dataset Raihan Atsal Hafizh, Kemas Rahmat Saleh Wiharja, Muhammad Arya Fikriansyah

PDF 292-302

Sentimen Analisis Terhadap Fitur Tiktok Shop Menggunakan Naïve Bayes dan K-Nearest Neighbor Sandi Saputra Hasibuan, Angraini Angraini, Eki Saputra, Megawati Megawati

PDF 303-311

Perbandingan Efektivitas Naïve Bayes dan SVM dalam Menganalisis Sentimen Kebencanaan di Youtube Tarissa Aura Azzahra, Nurul Anisa Sri Winarsih, Galuh Wilujeng Saraswati, Filmada Ocky Saputra, Muhammad Syaifur Rohman, Danny Oka Ratmana, Ricardus Anggi Pramunendar, Guruh Fajar Shidik

PDF 312-322

Classification of Company Level Based on Student Competencies in Tracer Study 2022 using SVM and XGBoost Method Tyo Revandi, Putu Harry Gunawan

PDF 323-331

Analisis Topic-Modelling Menggunakan Latent Dirichlet Allocation (LDA) Pada Ulasan Sosial Media Youtube Vika Alpiana, Abu Salam, Farrikh Alzami, Ifan Rizqa, Diana Aqmala

PDF 332-341

Ensemble Klasifikasi Penyakit Tuberculosis Pada Hasil Pengobatan Menggunakan Metode Hybrid K-Nearest Neighbor (K-NN), Decision Tree dan Support Vector Machine (SVM) Alya Nurfaiza Azzahra, Junta Zeniarja, Ardytha Luthfiarta, Mufida Rahayu

PDF 342-351

Handling Imbalance Dataset on Hoax Indonesian Political News Classification using IndoBERT and Random Sampling Muhammad Ammar Fathin, Yuliant Sibaroni, Sri Suryani Prasetyowati

PDF 352-360

Advanced Forecasting of Maize Production using SARIMAX Models: An Analytical Approach Gregorius Airlangga

PDF 361-370

Perbandingan Resident Set Size dan Virtual Memory Size Algoritma Machine Learning dalam Analisis Sentimen Reza Ardiansyah Yudhanegara, Nisrina Aliya Hana, Syahrizal Yonanda Mahfiridho, Aqwam Rosadi Kardian

PDF 371-382

YouTube Viewership Increation Analysis and Prediction using Facebook Prophet Model Rezqie Hardi Pratama, Putu Harry Gunawan

PDF 383-392

Prototipe Alat Pendeteksi Detak Jantung, Saturasi Oksigen, dan Suhu Tubuh Berbasis Arduino Mega Menggunakan Fuzzy Sugeno Annisa Dwita Aurum, Endah Fitriani

PDF 393-402

Sentiment Analysis on Twitter(X) Related to Relocating the National Capital using the IndoBERT Method using Extraction Features of Chi-Square Dufha Arista, Yuliant Sibaroni, Sri Suryani Prasetyo

PDF 403-411

Malware Detection Using K-Nearest Neighbor Algorithm and Feature Selection Catur Supriyanto, Fauzi Adi Rafrastara, Afinzaki Amiral, Syafira Rosa Amalia, Muhammad Daffa Al Fahreza, Mohd. Faizal Abdollah

PDF 412-420

Implementation of Adam Optimizer using Recurrent Neural Network (RNN) Architecture for Diabetes Classification Nur Cahyo Tio Nugroho, Erwin Yudi Hidayat

PDF 421-429

Integrating LightGBM and XGBoost for Software Defect Classification Problem Gregorius Airlangga

PDF 430-440

Prediksi Kegagalan Transformator Daya dengan Metode DGA (Dissolved Gas Analysis) Menggunakan Random Forest Berbasis TDCG Marcelino Maxwell Sugiman, Hindriyanto Dwi Purnomo

PDF 441-449

Performance Comparison of k-Nearest Neighbor Algorithm with Various k Values and Distance Metrics for Malware Detection Fauzi Adi Rafrastara, Catur Supriyanto, Afinzaki Amiral, Syafira Rosa Amalia, Muhammad Daffa Al Fahreza, Foez Ahmed

PDF 450-458

Analisis Perbandingan Optimizer pada Pelatihan Model Convolutional Neural Network untuk Kasus Klasifikasi Hewan Primata Sinta Solihat, Suprih Widodo, Dian Permata Sari

PDF 459-467

Deep Learning to Extract Animal Images With the U-Net Model on the Use of Pet Images Agus Perdana Windarto, Indra Riyana Rahadjeng, Muhammad Noor Hasan Siregar, Putrama Alkhairi

PDF 468-476

Algoritma Jaccard Similarity untuk Deteksi Kemiripan Judul Disertasi dengan Pendekatan Variasi Stop Word Removal Liga Mayola, M. Hafizh, Deri Marse Putra

PDF 477-487

Pemilihan Fitur Menggunakan Algoritma Chi-Square Dan Particle Swarm Optimization (PSO) Untuk Meningkatkan Kinerja Deep Neural Network Pada Deteksi Penyakit Diabetes Wahyu Budi Santosa, Abdul Syukur, Purwanto Purwanto

PDF 488-496

X Spotify Cares Clustering Analysis using K-Means and K-Medoids Citra Pangestu, Shaufiah Shaufiah, Rifki Wijaya

PDF 497-507

Prediksi Jumlah Sampah di TPSA Menggunakan Pendekatan Machine Learning Venia Almira, Maimunah Maimunah, Pristi Sukmasetya

PDF 508-516

Klasifikasi Penyakit Daun Padi Menggunakan KNN dengan GLCM dan Canny Edge Detection Ike Verawati, Ridwan Al Akhyar Aunurrohim

PDF 517-527

Comparative Analysis of ARIMA and LSTM Models for Predicting Physical Fatigue in Bandung Workers Kiki Dwi Prasetyo, Rifki Wijaya, Gia Septiana Wulandari

PDF 528-536

Comparative Prediction of Physical Fatigue Patterns in Bandung, Indonesia Workers using CNN and ANN Muhammad Fikri Raihan Ardiansyah, Rifki Wijaya, Gia Septiana Wulandari

PDF 537-545

Perbandingan Metode Dempster Shafer Dan Teorema Bayes Untuk Mendeteksi Penyakit Ensefalitis M. Mustaqim, Galih Rakasiwi, Agus Iskandar

PDF 546-554

Deteksi Jamur Beracun dengan Algoritma Convolutional Neural Network dan Arsitektur EfficientNet-B0 Muhammad Wildan Mauludy, Devita Rulyana, Mardi Hardjianto

PDF 555-562

Decision Support System for Determining New Branch Locations Applying the Multi Attribute Utility Theory (MAUT) Method Achmad Fikri Sallaby, Agung Triayudi, Kelik Sussolaikah, Muhammad Zakaria Lubis

PDF 563-571

Implementation of CRISP-DM for Social Network Analysis (SNA) of Tourism and Travel Vlog Content Reviews Yerik Afrianto Singgalen

PDF 572-583

Decision Support System Using a Combination of COPRAS and Rank Reciprocal Approaches to Select Accounting Software Moh. Erkamim, Nurdiana Handayani, Nofitri Heriyani, Teotino Gomes Soares

PDF 584-593

Sentiment Analysis of Reviews on Lazada Apps using Naïve Bayes Algorithm Zhafran Afif Nurdiyansa, Berlilana Berlilana

PDF 594-601

Comprehensive Sentiment Analysis of Religious Content Naive Bayes Algorithm Model Hersatoto Listiyono, Zuly Budiarso, Susi Susilowati, Agus Perdana Windarto

PDF 602-611

Prediksi Retensi Pengguna Baru Shopee Menggunakan Machine Learning Wahyu Fajrin Mustafa, Syarif Hidayat, Dhomas Hatta Fudholi

PDF 612-623

One-Star Hotel Selection for Staycation using Simple Additive Weighting and Rank Order Centroid Yerik Afrianto Singgalen

PDF 624-631

Sentiment Classification of The Capsule Hotel Guest Reviews using Cross-Industry Standard Process for Data Mining (CRISP-DM) Yerik Afrianto Singgalen

PDF 632-643

Analisis Sentimen Warganet Terhadap Keberadaan Juru Parkir Liar Menggunakan Metode Naive Bayes Classifier Avis Tantra Mukti, Firman Noor Hasan

PDF 644-653

Perbandingan Metode K-Nearest Neighbor dan Support Vector Machine Untuk Memprediksi Penerima Beasiswa Keringanan UKT Enggar Novianto, Arief Hermawan, Donny Avianto

PDF 654-662

Sentiment Analysis of the Waste Problem based on YouTube comments using VADER and Deep Translator Herman Yuliansyah, Surahma Asti Mulasari, Sulistyawati Sulistyawati, Fanani Arief Ghozali, Bambang Sudarsono

PDF 663-673

Decision Support System for Selecting Peer-to-Peer Lending Applications using ARAS and Rank Sum Approaches Elviza Diana

PDF 674-684

Deteksi Serangan DDOS Pada Jaringan SDN dengan Metode Random Forest Ardhian Ekawijana, Akhmad Bakhrun, M Teguh Kurniawan

PDF 685-694