Machine Learning-Based Malware Detection: A Critical Comparative Analysis of Random Forest, Naive Bayes, and Neural Network on Imbalanced Datasets

Muhamad Hanif Rafiq Sulaeman Telkom University, Indonesia
Rakhmad Maulidi Telkom University, Indonesia

767-788

An EfficientNet and Dual Path Network Approach for Enhanced Brain Tumor Classification

Andri Agustav Wirabudi Dept. of Intelligence Media Engineering, Hanbat National University, Daejeon, South Korea
Lia Hafiza Telkom University, Indonesia
Nurwan Reza Fachrurrozi Telkom University, Indonesia
Agus Pratondo Telkom University, Indonesia
Gagas Ezhar Rahmayadi Telkom University, Indonesia

789-809

Privacy-Preserving Automated QA Dataset Generation for Fine-Tuning LLMs with Local Models and Information Retrieval

Ary Suryadi Universitas Nusa Mandiri, Indonesia
Dedi Dwi Saputra Universitas Siber Indonesia, Indonesia
Windu Gata Universitas Nusa Mandiri, Indonesia
Riza Fahlapi Universitas Bina Sarana Informatika, Indonesia
Angge Firizkiansah Universitas Sains Indonesia, Indonesia
Nuryani Mawar Putri Universitas Sains Indonesia, Indonesia

825-838

Enhancing IoT Data Security: AES Encryption for Protecting Data in Transit- A Case Study in Smart Agriculture

Imam Asrowardi Politeknik Negeri Lampung, Indonesia
Septafiansyah Dwi Putra Politeknik Negeri Lampung, Indonesia
Eko Subyantoro Politeknik Negeri Lampung, Indonesia
Bita Parga Zen Ma Chung University, Indonesia

839-853

Identifying the Learning Style of Students Using Reinforcement Learning Techniques

An Approach of Felder-Silverman Learning Style Model (FSLSM)

NESI SYAFITRI Faculty of Computing and Meta-Technology, Sultan Idris Education University, Malaysia
Suzani Mohamad Samuri Faculty of Computing and Meta-Technology, Sultan Idris Education University, Malaysia
Yudhi Arta Universitas Islam Riau, Indonesia

872-891

Deep Learning for Periodontitis Diagnosis on Two Dimensional Dental Radiograph: A Systematic Review

Jordan Valentino Lomanto Universitas Surabaya, Indonesia
Monica Widiasri Universitas Surabaya, Indonesia

891-919

Coffee Bean Variety Detection: A Comparative Study on the USK-COFFEE Dataset with the YOLO Model

Imam Sayuti Syiah Kuala University
Maulisa Oktiana
Kahlil Muchtar
Roslidar Roslidar
Khairun Saddami

IOT-Based Electrical Energy Consumption Monitoring Application on Machine Tools

Putra Bismantolo Universitas Bengkulu, Indonesia
Kurnia Anggriani Universitas Bengkulu, Indonesia
Nurul Iman Supardi Universitas Bengkulu, Indonesia
Gusta Gunawan Universitas Bengkulu, Indonesia
Emilio Oktori Universitas Bengkulu, Indonesia

750-766

Optimization of Limit Switch Usage as a Motion Boundary Detection System in a Dolly System

Dea Purbawati Universitas Negeri Surabaya, Indonesia
Parama Diptya Widayaka Universitas Negeri Surabaya, Indonesia

854-871

Early Warning Safety System Development for Electric Vehicle Batteries to Prevent Fires and Accidents: Implementation in Urban Public Transportation

Dedid Cahya Happyanto Politeknik Elektronika Negeri Surabaya, Indonesia
Jelia Anita Politeknik Elektronika Negeri Surabaya, Indonesia
Akhmad Hendriawan Politeknik Elektronika Negeri Surabaya, Indonesia

920-932

Forecasting the Stock Price of PT Unilever Indonesia Using the ARCH-GARCH Model with the Application of Kalman Filter

Sausan Sausan Telkom University, Indonesia
Atika Ratna Dewi Telkom University, Indonesia
Aminatus Sa’adah Telkom University, Indonesia

696-715

An IoT-based wireless monitoring system for the measurement of SO2 and NO2 concentrations emitted from a point source

Sunarno - Sunarno Universitas Negeri Semarang, Indonesia
Purwanto - Purwanto Universitas Diponegoro Semarang, Indonesia
Edy - Wibowo Telkom University, Indonesia

716-729,

Design and Evaluation of a CMS-Integrated Academic Chatbot Using Gemini AI

Bunga Laelatul Muna Telkom University, Indonesia
Muhammad Lulu Latif Usman Telkom University
Sudianto Sudianto Telkom University, Indonesia
Bachtiar Herdianto Lab STICC IMT atlantique, Brest, France

730-749

IoT-Based: Smart Hydroponic Farming with SSD MobileNet and Fuzzy Logic

Arnisa Stefanie Universitas Singaperbangsa Karawang, Indonesia
Lela Nurpulaela Universitas Singaperbangsa Karawang, Indonesia
Yuliarman Saragih Universitas Singaperbangsa Karawang, Indonesia
Safrian Andromeda Universitas Singaperbangsa Karawang, Indonesia
Muhammad Fachri Azizi Universitas Singaperbangsa Karawang, Indonesia
Muhammad Rifqi Setyanto Universitas Singaperbangsa Karawang, Indonesia
Selfi Arfianti Universitas Singaperbangsa Karawang, Indonesia
Sandi Sandi Universitas Singaperbangsa Karawang, Indonesia

810-824