Vol. 10 No. 5 (2026): October 2026

Articles

• A Fast and Efficient Ship Detector Via HDR-CoT Module

  Jane Litouw, Marsel Marhaen Wungow, Dayen Manoppo, Ni Made S. Mustikayani, Hoang Van Thanh, Muhamad Dwisnanto Putro

  4177-4191

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• Domain Gap Reduction In CNN Based In-Ovo Embryo Classification Via CLAHE Optimization

  Khoironi Khoironi, Ibram Maulana Akhsanul Qasasi, Much Chafid, Ahmad Khairul Umam; Agrippina Waya Rahmaning Gusti, Ahmad Walid Hujairi

  4192-4198

  • PDF

• A Scalable Blockchain Framework for Procurement Management in Humanitarian Supply Chains

  Sunday Jatau Lamiri, Yusuf Musa Malgwi, Anagu Emmanuel John

  4199-4209

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• Fuzzy Fusion of Biometric Signals for Early Estimation of Vaso-Occlusive Crisis Risk: An Experimental Study

  Blaise Muhala Luhepa, Jean Pepe Buanga Mapetu, Gisèle Makengo Kafuti, Dieuleveut Nianga Kayakaya, Nathanael Kasoro Mulenda, Rostin Mabela Makengo, Herman MATONDO MANANGA

  4210-4221

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• A Capability Theory of Cloud Utilization Maturity for Agile Development

  Gardner Mwansa

  4222-4236

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• A Robust Phishing URL Detection Using Enhanced Lexical Features and Comparative Machine Learning Models

  Firnanda Rahmawati, Fauzi Adi Rafrastara, Wildanil Ghozi, Ramadhan Rakhmat Sani, Chaerul Umam, Ashraf Alomoush

  4237-4249

  • PDF

• Hybrid CNN-BiLSTM-Attention Modeling for Air Temperature Prediction Using LOF-iForest-RFE Multi-Stage Preprocessing on Soekarno-Hatta Meteorological Station AWS Data (2021–2025)

  Muhamad Nur Fuat, Sajarwo Anggai, Murni Handayani

  4250-4260

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• Human-Centric Explanainable AI as a Catalyst for Responsible AI Adoption in Higher Education

  Fine Masimba, Bester Chimbo, Kudakwashe Maguraushe

  4261-4267

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• Enterprise KPI Architecture for Operational Decision Systems: Moving From Reporting Metrics to Decision Intelligence

  Sushen Sarkar

  4268-4280

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• Combining Convolutional Neural Networks and XGBoost for Phishing URL Classification

  Muhammad Narendra Bagus Nurseto, Fauzi Adi Rafrastara, Wildanil Ghozi, Ramadhan Rakhmat Sani, Ajib Susanto, Emad Hamadeh

  4281-4287

  • PDF

• Comparing Class-Weighted Loss and Focal Loss against SMOTE for Class Imbalance Handling in EEG-Based Sleep Stage Classification

  Raka Yudistira, Endah Setyowati

  4288-4296

  • PDF

• Sizing AI-Driven Enterprise Engagements Under Uncertainty: A Probabilistic Scope and Pricing Framework for Pre-Sales Architects

  Mihir Shah

  4297-4304

  • PDF

• Intelligent Immersive Accessibility: A Systematic Review of AI-Enhanced Virtual Reality Interaction Design for Inclusive and Equitable Education

  Kudakwashe Maguraushe, Bester Chimbo, Fine Masimba

  4305-4319

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• Feature Contribution Analysis Across Multimodal Breast Cancer Diagnostic Models

  Muhaisin Tiyumba Nantogmah, Abdul-Barik Alhassan

  4320-4327

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• Lightweight Transfer Learning for Multi-Class Cabbage Leaf Disease Detection Using MobileNetV2

  Ahmad Zidan Wirawan, M. Syamsuddin Wisnubroto, Fajri Farid, Ade Lailani, Rian Kurnia

  4328-4335

  • PDF

• Toward Secure Web-Based Telemedicine: Detection of Relevant Cyberattacks

  Andi Cahyono, Ervira Dwiaprini As Syifa, Koko Harianto, Ana Yulianti, Liant Pratama Ranu Kumbolo

  4336-4346

  • PDF

• Minimum-Variance Pitch Control of a Small-Scale Wind Turbine Using a Switching Quasi-ARX Neural Network Under Low and Intermittent Winds

  Adiratna Ciptaningrum, Mohammad Erik Echsony, Rikky Leonard, Mohammad Abu Jami’in

  4347-4359

  • PDF

• Production Clustering Using Dynamic Factor Analysis and K-Means++

  Dian Septiani Santoso, Muhammad Riski Alde, Edi Satriyanto, Alfi Fadliana, Khoironi, Moch Zawaruddin Abdullah

  4360-4367

  • PDF

• Enhanced LSTM and BiLSTM-Based Sentiment Analysis of Public Opinion on Ibu Kota Nusantara (IKN)

  Kyla Azzahra Kinan, Annisaa Utami, Aminatus Sa'adah

  4368-4376

  • PDF

• Optimizing Digital and Multimedia File Security Using Hybrid RSA and Extended Vigenère Cipher Schemes

  Emanuel Pinesthi Widi Utomo, Eko Hari Rachmawanto, Christy Atika Sari

  4377-4385

  • PDF

• Integrated Cryptographic Framework berbasis AES-256, RSA-2048, dan Blind Signature untuk Secure E-Voting Model

  Justin Matthew Triono, Eko Hari Rachmawanto, Azriel Sebastian Pamungkas, Budi Handoko

  4386-4395

  • PDF

• Performance Analysis of MobileNetV2 for Five-Category Waste Image Classification Using Transfer Learning

  Nur Budi Nugraha, Windini Windini

  4396-4403

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• Determination of Indoor Wireless Network Design Based on Artificial Intelligence Heatmap Using Measurable Efficiency Indicators, a Weighted Decision Matrix, and Segmented Quality of Experience Validation

  Muhammad Syaeful Fajar, Sri Sukamta, Budi Triyono

  4404-4415

  • PDF

• Comparative Analysis of SMOTE-Tomek and SMOTE-ENN for Machine Learning Based Band Gap Classification of ABO₃ Perovskite Oxides

  Chalida Abdat, Muhamad Akrom, Johana Oktavia Ramadhani, De Rosal Ignatius Moses Setiadi

  4416-4427

  • PDF

• Methodologically Sound Class-Imbalance Handling in YOLOv8 Hand Fracture Detection via Training-Only Oversampling

  Alfaturachman Maulana Pahlevi, Rohimatun Nisfah, Meysilla Cindy Silsiana, Cinantya Paramita

  4428-4439

  • PDF

• CNN-LSTM with Scaled Dot-Product Attention for PM2.5 Forecasting in Jakarta: A Univariate Baseline

  Brilliant hendrylie, Puguh Hiskiawan

  4440-4452

  • PDF

• A Systematic Literature Review of Technostress Classification in Generative AI Interactions Using Behavioral Proxies

  Muhammad Wahyudi Wicaksono, Raditya Pratama, Fausta Irsyad Ramadhan

  4453-4461

  • PDF

• Analysis of Red Bird’s Eye Chili Price Dynamics in Surabaya Using an Optuna-Optimized ARIMA-LightGBM Model

  Imara Luthfiya, Kartika Maulida Hindrayani, Aviolla Terza Damaliana

  4462-4474

  • PDF

• Classification of Humorous and Serious Communication Styles on X Social Media Using a Hybrid Convolutional Neural Network and Long Short-Term Memory Model

  Ade Putra Erwanda, Munirul Ula, Muhammad Daud, Dahlan Abdullah, Muhammad Fikry

  4475-4485

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• Deforestation Quantification and Field Validation of a Low-Cost LoRaWAN Sensor Network for Watershed Digital Twin Development

  Muhammad Panji Muslim, Rahman Taufik, Said Fadlan Anshari

  4486-4493

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• Comparative Analysis of Ensemble Learning Models for Cardiovascular Disease Using Explainable Artificial Intelligence

  Syifa Alfariani, Fathoni Fathoni

  4494-4504

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• Bot Comment Detection in Indonesian Online News Using IndoBERT

  M. Wanda, Rizal Rizal, Yesy Afrillia

  4505-4509

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• Multi-Scenario Security Evaluation of an RSA-PSS Anti-Replay QR Code System with a PRISMA 2020 Review of Indonesian Prior Work

  Andika Agus Slameto, Yudi Sutanto, Hendra Kurniawan

  4510-4522

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• A Temporally Validated Machine Learning Framework for Predicting Anti-Tuberculosis Drug Stockouts: A Synthetic-Data Evaluation

  Ahmad Asyhadi, Rudolf Sinaga, Widyadhana Candraningtias

  4523-4533

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• Chronological Evaluation of LSTM Forecasting and XGBoost Anomaly Detection in Three-Phase Power Monitoring

  Sugeng Widodo, Ardi Pujiyanta, Ardiansyah Ardiansyah

  4534-4543

  • PDF

• Machine Learning for EEG-Based Cognitive Response Analysis in the Free Nutritious Meals Program

  Rahmat Hidayat, Yusa Putra, Yerezqy Bagus, Sri Dasweni, Akbar Shiddiq

  4544-4554

  • PDF

• Solar-Powered Mobile Sensing System Integrated with LoRa and IoT for Real-Time Domestic Wastewater Quality Monitoring

  Muhammad FizaLubis, Sri Indah Rezkika, Indah Vusvita Sari, Agung Dermawan, Panangian Mahadi Sihombing

  4555-4563

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• Analysis of Discrete Fourier Transform: Finite-Dimensional Hilbert Space in Electroencephalogram Signal

  Fajar Ilham Maulana, Yani Ramdani, Gani Gunawan

  4564-4581

  • PDF

• Genetic Algorithm Optimization for Strategic Marketing Decision-Making in Indonesian MSMEs

  Mayang Anglingsari Putri, Denisha Trihapningsari

  4582-4588

  • PDF

• Extraction of Transaction Information on Handwritten Notes Using Optical Character Recognition (OCR) and Named Entity Recognition (NER)

  Meyry Ardianti, Puguh Hiskiawan

  4589-4601

  • PDF

• Process Ownership in the Context of Process Intelligence: A Systematic Literature Review

  Riyan Ainur Rahman, Nur Aeni Hidayah

  4602-4610

  • PDF

• Implementation of Hybrid Entropy and MABAC Methods in a Decision Support System for Selecting The Best Anime Series

  Femi Dwi Astuti, Basuki Heri Winarno, Izz Sabdo Negoro

  4611-4618

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• Comparative Analysis of CNN and YOLOv11 Algorithms for Detecting Oyster Mushroom Maturity and Harvest Readiness

  Juhar Riski Ahmadi, Nurdin Nurdin, Mukti Qamal

  4619-4628

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• Comparative Analysis of ElGamal and RSA Methods for Digital Signature Implementation in the Integrated Service Unit Application of Universitas Malikussaleh

  Helmi Naluri, Nurdin Nurdin, Munirul Ula

  4629-4640

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• Early Detection System for Psychological Disorders Based on Supervised Learning with Case Based Reasoning Modeling in Specific Populations

  I Wayan Supriana, Luh Arida Ayu Rahning Putri, I Gede Surya Rahayuda

  4641-4649

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• Fraud-Risk Classification in Indonesian MSME-Related Online Narratives: A Comparison of IndoBERT and TF-IDF–SVM

  Bayu Priya Mukti

  4650-4659

  • PDF

• Preprocessing Effects on Word2Vec and IndoRoBERTa for Shopee Sentiment Classification

  Lilik Avitadia Prichanti, Kinanti Rizky Pangestutik, Cici Suhaeni, Bagus Sartono

  4660-4669

  • PDF

• Tourism Recommendation System for Labuan Bajo Using Hybrid TF-IDF and Sentence-BERT with Semantic Feature Boosting

  Luluk Baitti Kusumaningrum, Arif Nur Rohman

  4670-4681

  • PDF

• Family Data Clustering Based on Welfare Levels Using Self-Organizing Maps

  Zulfan Amal Arridlo, Ai Rosita, Dedah Ningrum

  4682-4691

  • PDF

• Performance Comparison of Double Exponential Smoothing and Long Short-Term Memory for Population Forecasting

  Revi Diwana, Rizal Tjut Adek, Fajriana Fajriana

  4692-4700

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• Aspect-Category Sentiment Analysis for Knowledge Discovery in ShopeePay App Reviews Using Fine-Tuned IndoBERT

  Nabila Ramadhani, Ken Ditha Tania, Meylani Utari

  4701-4714

  • PDF

• IoT-Based Prototype for Temperature and Humidity Monitoring and Automatic Control in Oyster Mushroom Cultivation

  Nimas Pratiwi, Subhan Panji Cipta, Mambang Mambang, Nurhaeni Nurhaeni

  4715-4720

  • PDF

• Pneumonia Detection from Chest X-Ray Images Using Convolutional Neural Network (CNN) and Stochastic Gradient Descent

  Siti Syaharani Khoiriyah, Christy Atika Sari, Eko Hari Rachmawanto, Ajib Susanto

  4721-4731

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• Fast Ethernet Interface Capacity Evaluation Based on Actual Contention Ratio

  Ahmad Ripai, Lifyana Nailah Azzahra

  4732-4741

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• Performance Evaluation of the Layer 2.5 Zero-Trust Adaptation Layer (ZTAL) Architecture in Tactical UAV Mesh Networks Against Spectrum Attacks

  Fujikawa Shinichi, Fajar Aziz Kurniawan, Fadhil Riyanto, Cinantya Paramita

  4742-4747

  • PDF

• Intrusion Prevention System Using Random Forest and Rate limiting for Distributed Denial-of-Service

  Diki Candra, Nanang Prihatin, Muhammad Davi

  4748-4765

  • PDF

• Data Security Optimization Using AES in Cipher Block Chaining (CBC) Mode with RSA Asymmetric Key Distribution

  Deranda Bagus Pamungkas, Christy Atika Sari, Chaerul Umam

  4766-4779

  • PDF

• Helmet Use Detection Model For Motorcycle Riders Using YOLOv8

  Muhammad Ikram Syafwan, T. Yudi Hadiwandra

  4780-4788

  • PDF

• IoT-Based Smart Jacket with Multimodal Sensors for Autism Monitoring

  Aulia Darnilasari, Matalangi Matalangi, Muslim Muslim, Selsiana Selsiana, Hasnia Arruan

  4789-4798

  • PDF

• Evaluating MiniMax-M3 for Automated Web Penetration Testing on XBEN Benchmarks

  Azriel Sebastian Pamungkas, Budi Handoko, Fauzi Adi Rafrastara

  4799-4806

  • PDF

• Digital Signature Implementation Using RSA and SHA-256 Algorithms for Authenticity Verification of Digital Certificate Images

  Hezzekia Rafael Miracle, Christy Atika Sari, Budi Handoko

  4807-4821

  • PDF

• Performance Evaluation of YOLO26 for Pothole Detection Under Diverse Environmental Conditions

  Edelin Stephanie, Puguh Hiskiawan

  4822-4834

  • PDF

• Comparative Analysis of Machine Learning Algorithms for Knowledge Discovery in Poverty Level Classification of Indonesian Provinces

  Novita Ramadhini, Ken Ditha Tania, Putri Eka Sevtiyuni

  4835-4847

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• Facility Reservation System with Priority-Based Internal-External Conflict Resolution

  Alfina Choerunnisa, Fandy Setyo Utomo

  4848-4862

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• Comparative Sentiment Analysis and Topic Modeling of Dola AI User Reviews for Knowledge Discovery

  Nadia Ramadhani, Ken Ditha Tania, Naretha Kawadha Pasemah Gumay

  4863-4876

  • PDF

• Analysis of Perception and Readiness for Preemptive Cybersecurity Implementation as a Cyber Threat Prevention Strategy

  Trija Anjelia, Mambang Mambang

  4877-4885

  • PDF

• Analysis of Chaos-Based Cryptography Using Logistic Map and Arnold’s Cat Map for Digital Image Encryption

  Sulthan Yustr Suwardhi, Budi Handoko, Eko Hari Rachmawanto

  4886-4895

  • PDF

• Regime-Conditioned Causal Attribution and Forecasting of the Rupiah

  Jason Jesse Joel Polii, Puguh Hiskiawan

  4896-4908

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• Impact of Normalization Methods on Credit Risk Classification with Imbalanced Data

  Ahmad Abil Rizky Ramadhan, Gusti Wiwik Nur Afifa, Mula Agung Barata, Ifnu Wisma Dwi Prastya, Afril Efan Pajri

  4909-4916

  • PDF

• Interpretable Spotify Clustering with Robust Preprocessing, Validation, and Stream Analysis

  Meliysa Pasa Bagna Aprilia Said, Kholifatus Sholihah, Mula Agung Barata

  4917-4931

  • PDF

• Development of a Scientific Journal Aggregator System Using Multi-API with a Text Mining TF-IDF and Cosine Similarity

  Fakhrul Razi, Muhammad Fikry, Yesy Afrillia

  4932-4944

  • PDF

• Performance and CI/CD Compatibility Analysis of Selenium, Cypress, and Playwright UI Testing Frameworks Using the Distance to Ideal Alternative Method

  M Dirga Purnomo Putra, Rakhmat Prasetyo Agung Nugroho, Ridho Surya Kusuma, Latifah Iriani

  4945-4956

  • PDF

• Design and Development of an IoT-Based Vital Sign Monitoring System Using Mamdani Fuzzy Logic and Firebase Realtime Database

  Putri Liana, Muhammad Jauhar Vikri, Afril Efan Pajri

  4957-4966

  • PDF

• Child Abduction Early Detection Based on Image Processing Using Human Bounding Box Height Ratio and Distance Comparison

  Muslim Muslim, I Wayan Suparno, A. Edeth Fuari Anatasya, Pujianti Wahyuningsih

  4967-4977

  • PDF

• Class Imbalance in Deep Learning-Based Image Classification: A Systematic Review

  Mochamad Arief Saputra

  4978-4989

  • PDF

• Resilient IoT-Based Heat Treatment Temperature Monitoring System with Offline Synchronization

  Ariananda Panduaji Marsailla, Hafiyyan Putra Pratama

  4990-5006

  • PDF

• Revisiting Attention Mechanisms for Tea Leaf Disease Classification: An Experimental Study of EfficientNetV2-B0 with CBAM

  Dewa Setyo Nugroho, Christy Atika Sari, Cahaya Jatmoko

  5007-5016

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• Citation Graph-Based Multi-Hop Retrieval Optimization Using Hybrid RRF in a RAG System for Indonesian ITE Law Documents

  Andi Laksono, Nova Rijati

  5017-5027

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• Visual Genealogy of Typography: Computational Provenance-Based Analysis of Typeface Evolution

  Hendi Thamrin, Shierly Everlin, Puguh Hiskiawan, Valentina Valentina, Angelyn Stevanie Lee, Paskalis Peter

  5028-5041

  • PDF

• Comparing BM25, Multilingual-E5, and Reciprocal Rank Fusion for Retrieval-Augmented Generation

  M. Sulthan Mahir Fadha, Yunita Ardila, Noor Wahyudi

  5042-5053

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• Ablation Study of Attention Pooling and Adaptive Focal Loss for Imbalanced Indonesian Sentiment Classification Using IndoBERT

  Aldi Rifaldi Saputra, Eka Miranda

  5054-5065

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• Hybrid Lexicon-Machine Learning Approach for Aspect-Based Sentiment Analysis on Large-Scale Indonesian App Reviews: A Case Study of Telegram

  Toto Indriyatmoko, Arief Hermanto

  5066-5073

  • PDF

• Implementation of RAG in Jambi Cultural Information Question Answering System Using Qwen2.5-7B

  Devit Saputra, Uung Ungkawa

  5074-5085

  • PDF

• Behavioral Member Churn Prediction Using Visit-Activity Data in a Club Membership System

  Naura Anasya, Handri Santoso

  5086-5091

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• Implementation of Quantum Kernel Estimation for Supervised Classification on a Two-Qubit Quantum Simulator

  Rizqi Aditya, Erwin Yudi Hidayat

  5092-5098

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• Automated Cargo Manifest Integration with Customs System Using Agile

  Rizal Ahmad, Ajib Susanto

  5099-5110

  • PDF

• Comparative Analysis of IndoRoBERTa and EmoRoBERTa for Emotion Classification Based on Ekman’s Taxonomy Using the Indonesian GoEmotions Dataset

  Syifa Naura Milla Celesta, Dinda Lestarini

  5111-5123

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• Toward Objective Mental Health Screening via Facial Expression Analysis: A Hybrid Deep Learning Proof-of-Concept

  Endah Setyowati, Ahmad Fauzi, Galura Muhammad Suranegara, Mohd Herwan Sulaiman, Fauzzi Fallah Ramadhani, Sahra Raditiya Fadillah, Duke Ursula Zahra

  5124-5132

  • PDF

• A Hybrid Decision Support System for LQ45 Stock Screening Integrating Fundamental, Technical, and IndoBERT-Based Sentiment Analysis

  Alwia Ilham Mustofa, Bambang Agus Herlambang , Aris Tri Joko Harjanto

  5133-5146

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• Self-Healing Network System with Adaptive Quality of Service on MikroTik RouterOS Using Proximal Policy Optimization

  Daffa Faris Abqari Ramdhani, Marisa Premitasari

  5147-5155

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• Rice Production Prediction Using Support Vector Regression Based on Climate Variables and Production Factors

  Wijayati Putri, Angga Pratama, Ananda Faridhatul Ulva

  5156-5165

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• Comparative Performance Analysis of SVM and QSVM in Breast Cancer Diagnosis

  Gita Kartika, Muhamad Akrom

  5166-5178

  • PDF

• Design of First Aid Educational Game for Two-Wheeled Accident Victims For Students Aged 17-23 Years

  Muhamad Athar Ramadhan, Ai Rosita

  5179-5186

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• Implementation of Embedded Digital Image Processing For Facial Undertone Classification And Hijab Color Recommendation

  Nurul Aini Aslan, Ajulio Padly Sembiring, Meryatul Husna

  5187-5193

  • PDF

• Sentiment Classification of Telecommunication Application Reviews Using Naive Bayes and Support Vector Machine: A Comparison of TF-IDF Unigram and N-Gram Feature Representations

  Karin Nisrina Andriyani, Hafiyyan Putra Pratama

  5194-5204

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• Integration of Isolation Forest, Fellegi-Sunter, and DeepER for Anomaly Detection and Data Deduplication

  Jamaludin Jamaludin, Ahmad Musyafa, Taswanda Taryo, Tri Istiana

  5205-5208

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• Adaptive Velocity Control Based on IMU Terrain Classification for Campus Delivery Robots

  Yudhistira Prasetyo Adios, Anugerah Wibisana, Hendawan Soebakti, Ryan Satria Wijaya

  5209-5218

  • PDF

• Fake Review Detection on Indonesian E-Commerce Platforms Using a Hybrid CNN-BiLSTM-Attention Architecture Optimized by Differential Evolution

  Indu indah Purnomo, Rina Alfah, Hayati Noor

  5219-5228

  • PDF

• Multi-Crop Irrigation Need Classification Based on Machine Learning with an Indonesian-Language GenAI-UX Recommendation Layer

  Muhammad Rusdi, Zaenuddin Zaenuddin, Hendra Sanjaya

  5229-5238

  • PDF

• Do Macroeconomic Variables Improve Rupiah Forecasts under Conditional Heteroskedasticity?

  Sry Yulianti Lobo, Rahmat Syam, Wahidah Sanusi

  5239-5251

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