Vol. 7 No. 4 (2025): December

Published: 2025-09-16

Article

Hybrid Stacking of Multilayer Perceptron, Convolutional Neural Network, and Light Gradient Boosting Machine for Short-Term Load Forecasting

👥 Trung Dung Nguyen⁽¹⁾, Nguyen Anh Tuan⁽²⁾★

(1) Industrial University of Ho Chi Minh City (IUH)
(2) Industrial University of Ho Chi Minh City (IUH)
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📈 Abstract : 321 📥 PDF : 397

DOI 10.12928/biste.v7i4.14410 📄 668-683
Bi-LSTM and Attention-based Approach for Lip-To-Speech Synthesis in Low-Resource Languages: A Case Study on Bahasa Indonesia

👥 Eka Rahayu Setyaningsih⁽¹⁾, Anik Nur Handayani⁽²⁾★, Wahyu Sakti Gunawan Irianto⁽³⁾, Yosi Kristian⁽⁴⁾

(1) Universitas Negeri Malang
(2) Universitas Negeri Malang
(3) Universitas Negeri Malang
(4) Institut Sains dan Teknologi Terpadu Surabaya
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📈 Abstract : 283 📥 PDF : 335

DOI 10.12928/biste.v7i4.14310 📄 684-701
A Hybrid PI–SOSM Control Strategy with Disturbance Observer for Enhanced Dynamic Response of IM Drives

👥 Thanh Tinh Pham⁽¹⁾, Ngoc Thuy Pham⁽²⁾★

(1) Industrial University of Ho Chi Minh City (IUH)
(2) Industrial University of Ho Chi Minh City (IUH)
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📈 Abstract : 264 📥 PDF : 310

DOI 10.12928/biste.v7i4.14458 📄 702-714
Exploring Teachers' Perspectives on Culturally Responsive Teaching in Stoichiometry Learning Oriented to Green Chemistry

👥 Hajidah Salsabila Allissa Fitri⁽¹⁾★, Antuni Wiyarsi⁽²⁾, Hayuni Retno Widarti⁽³⁾, Sri Yamtinah⁽⁴⁾, Yunilia Nur Pratiwi⁽⁵⁾

(1) Yogyakarta State University
(2) Yogyakarta State University
(3) Malang State University
(4) Sebelas Maret University
(5) Yogyakarta State University
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📈 Abstract : 238 📥 PDF : 270

DOI 10.12928/biste.v7i4.14520 📄 715-728
Comparison of Machine Learning Algorithms with Feature Engineering for Epileptic Seizure Prediction Based on Electroencephalogram (EEG) Signals

👥 Sutrisno Ibrahim⁽¹⁾★, Faisal Rahutomo⁽²⁾, Reihan Henda⁽³⁾, Majid Aljalal⁽⁴⁾

(1) Sebelas Maret University
(2) Sebelas Maret University
(3) Sebelas Maret University
(4) King Saud University
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📈 Abstract : 256 📥 PDF : 258

DOI 10.12928/biste.v7i4.13145 📄 729-741
Smart Cold Storage Based on Photovoltaic with Adaptive Fuzzy Control Approach for Guard Quality of Fish Catch on Fishing Vessels

👥 Weny Findiastuti⁽¹⁾★, Faikul Umam⁽²⁾, Yoga Aulia Sulaiman⁽³⁾, Rajermani Thinakaran⁽⁴⁾, Ach. Dafid⁽⁵⁾, Adi Andriansyah⁽⁶⁾, Ahcmad Yusuf⁽⁷⁾

(1) University Trunojoyo Madura
(2) University Trunojoyo Madura
(3) University Trunojoyo Madura
(4) INTI International University
(5) University Trunojoyo Madura
(6) University Trunojoyo Madura
(7) University Trunojoyo Madura
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📈 Abstract : 227 📥 PDF : 358

DOI 10.12928/biste.v7i4.14508 📄 742-755
Optimal PID Controller Based on Different Modified Grasshopper Optimization Algorithm for Nonlinear Single-Input Single-Output System

👥 Aliaa A. Flaih⁽¹⁾, Ekhlas H. Karam⁽²⁾, Yousra A. Mohammed⁽³⁾★

(1) Mustansiriyah University
(2) Mustansiriyah University
(3) University of Technology-Iraq
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📈 Abstract : 202 📥 PDF : 255

DOI 10.12928/biste.v7i4.14394 📄 756-773
Evaluation of the Effectiveness of Hand Gesture Recognition Using Transfer Learning on a Convolutional Neural Network Model for Integrated Service of Smart Robot

👥 Faikul Umam⁽¹⁾★, Ach. Dafid⁽²⁾, Hanifudin Sukri⁽³⁾, Yuli Panca Asmara⁽⁴⁾, Md Monzur Morshed⁽⁵⁾, Firman Maolana⁽⁶⁾, Ahcmad Yusuf⁽⁷⁾

(1) Universitas Trunojoyo Madura
(2) Universitas Trunojoyo Madura
(3) Universitas Trunojoyo Madura
(4) INTI International University
(5) University of Dhaka
(6) Universitas Trunojoyo Madura
(7) Universitas Trunojoyo Madura
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📈 Abstract : 247 📥 PDF : 264

DOI 10.12928/biste.v7i4.14507 📄 774-788
Systematic Review of Lightweight Cryptographic Algorithms for IoT Security: Advances and Trends

👥 Shilpa Shetty A⁽¹⁾, Sudeepa K B⁽²⁾★, Chaithra K M⁽³⁾, Ananth Prabhu G⁽⁴⁾

(1) NMAM Institute of Technology
(2) NMAM Institute of Technology
(3) Visvesvaraya Technological University
(4) Sahyadri College of Engineering and Management
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📈 Abstract : 362 📥 PDF : 322

DOI 10.12928/biste.v7i4.14440 📄 789-806
Improving Performance and Safety in Mechanical Ventilation: A Robust Control Approach for Airway Pressure and Patient Flow

👥 Nooralhuda Salman⁽¹⁾★, Saleem K. Kadhim⁽²⁾

(1) University of Technology-Iraq
(2) University of Technology-Iraq
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📈 Abstract : 192 📥 PDF : 214

DOI 10.12928/biste.v7i4.14283 📄 807-822
Electrooculography and Camera-Based Control of a Four-Joint Robotic Arm for Assistive Tasks

👥 Muhammad Ilhamdi Rusydi⁽¹⁾★, Andre Paskah Gultom⁽²⁾, Adam Jordan⁽³⁾, Rahmad Novan Nurhadi⁽⁴⁾, Noverika Windasari⁽⁵⁾, Minoru Sasaki⁽⁶⁾, Ridza Azri Ramlee⁽⁷⁾

(1) Universitas Andalas
(2) Universitas Andalas
(3) Universitas Andalas
(4) Universitas Andalas
(5) Universitas Andalas
(6) Gifu University
(7) Universiti Teknikal Malaysia Melaka (UTeM)
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📈 Abstract : 264 📥 PDF : 253

DOI 10.12928/biste.v7i4.14305 📄 823-841
Geographic-Origin Music Classification from Numerical Audio Features: Integrating Unsupervised Clustering with Supervised Models

👥 Andri Pranolo⁽¹⁾★, Sularso Sularso⁽²⁾, Nuril Anwar⁽³⁾, Agung Bella Utama Putra⁽⁴⁾, Aji Prasetya Wibawa⁽⁵⁾, Shoffan Saifullah⁽⁶⁾, Rafał Dreżewski⁽⁷⁾, Zalik Nuryana⁽⁸⁾, Tri Andi⁽⁹⁾

(1) Universitas Ahmad Dahlan
(2) Universitas Ahmad Dahlan
(3) Universitas Ahmad Dahlan
(4) Universitas Negeri Malang
(5) Universitas Negeri Malang
(6) Universitas Pembangunan Nasional Veteran Yogyakarta
(7) AGH University of Krakow
(8) Association for Scientific Computing Electronics and Engineering (ASCEE)
(9) Universitas Muhammadiyah Yogyakarta
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📈 Abstract : 311 📥 PDF : 273

DOI 10.12928/biste.v7i4.13400 📄 842-857
RoboVR: A Digital Twin Based Framework for Low-Cost 4DoF Robotic Arm Control

👥 Giri Wahyu Wiriasto⁽¹⁾, Siti Sendari⁽²⁾★, Dyah Lestari⁽³⁾, Muhamad Syamsu Iqbal⁽⁴⁾, Norrima Mochtar⁽⁵⁾

(1) Universitas Negeri Malang
(2) Universitas Negeri Malang
(3) Universitas Negeri Malang
(4) Universitas Mataram
(5) University of Malaya
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📈 Abstract : 264 📥 PDF : 337

DOI 10.12928/biste.v7i4.14703 📄 858-874
Adaptive FLC-based Shunt Active Power Filter with a PV-Fed DC Link for Improved Current Compensation and THD Mitigation

👥 SH Suresh Kumar Budi⁽¹⁾★, R. Kiranmayi⁽²⁾

(1) CMR Technical Campus
(2) Jawaharlal Nehru Technological University (JNTU) Anantapur
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📈 Abstract : 189 📥 PDF : 221

DOI 10.12928/biste.v7i4.13804 📄 875-890
A Review of EEG Applications in Neuromarketing: Methods, Insights, and Future Directions

👥 Yuri Pamungkas⁽¹⁾★, Yamin Thwe⁽²⁾, Abdul Karim⁽³⁾, Uda Hashim⁽⁴⁾

(1) Institut Teknologi Sepuluh Nopember
(2) Rajamangala University of Technology Thanyaburi
(3) Hallym University
(4) Universiti Malaysia Sabah
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📈 Abstract : 197 📥 PDF : 256

DOI 10.12928/biste.v7i4.14375 📄 891-906
Power System Stabilizer Optimization Based on Modified Black‑Winged Kite Algorithm

👥 Widi Aribowo⁽¹⁾★, Laith Abualigah⁽²⁾, Diego Oliva⁽³⁾, Nur Vidia Laksmi B⁽⁴⁾, Fithrotul Irda Amaliah⁽⁵⁾, As’ad Shidqy Aziz⁽⁶⁾, Hewa Majeed Zangana⁽⁷⁾

(1) Universitas Negeri Surabaya
(2) Al al-Bayt University
(3) Universidad de Guadalajara
(4) Universitas Negeri Surabaya
(5) Universitas Negeri Surabaya
(6) Universitas Negeri Surabaya
(7) Duhok Polytechnic University
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📈 Abstract : 234 📥 PDF : 272

DOI 10.12928/biste.v7i4.14669 📄 907-917
Effective Analysis of Machine Learning Algorithms for Breast Cancer Prediction

👥 Vanitha M⁽¹⁾★, V Anitha⁽²⁾, Beulah Jackson⁽³⁾, Anne Jenefer F⁽⁴⁾

(1) Saveetha Engineering College
(2) Saveetha Engineering College
(3) Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology
(4) Panimalar Engineering College
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📈 Abstract : 178 📥 PDF : 193

DOI 10.12928/biste.v7i4.13663 📄 918-930
Banana Blossom as a Novel Ingredient in The Zero Waste Strategy: Application in Flakes

👥 Safinta Nurindra Rahmadhia⁽¹⁾, Meta Sari⁽²⁾, Maulidya Eka Wahyudi⁽³⁾, Ibdal ⁽⁴⁾, Aprilia Fitriani⁽⁵⁾★, Ali Jebreen⁽⁶⁾

(1) Universitas Ahmad Dahlan
(2) Universitas Ahmad Dahlan, Indonesia
(3) Universitas Ahmad Dahlan, Indonesia
(4) Universitas Ahmad Dahlan, Indonesia
(5) Uiversitas Ahmad Dahlan, Indonesia
(6) Department of Medical Therapeutic Nutrition, Palestine Ahliya University, Palestine
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📈 Abstract : 265 📥 PDF : 226

DOI 10.12928/biste.v7i4.14976 📄 931-943
Enhancing Facial Emotion Recognition on FER2013 Using Attention-based CNN and Sparsemax-Driven Class-Balanced Architectures

👥 Christiany Suwartono⁽¹⁾, Julius Victor Manuel Bata⁽²⁾★, Gregorius Airlangga⁽³⁾

(1) Department ofPsychology, Atma Jaya Catholic University of Indonesia
(2) Department of Information Systems, Atma Jaya Catholic University of Indonesia
(3) Department of Information Systems, Atma Jaya Catholic University of Indonesia
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📈 Abstract : 301 📥 PDF : 280

DOI 10.12928/biste.v7i4.14510 📄 944-954
Cybersecurity and Privacy Governance in IoT-Enabled Social Work: A Systematic Review and Risk Framework

👥 Yih-Chang Chen⁽¹⁾★, Chia-Ching Lin⁽²⁾

(1) Chang Jung Christian University
(2) Chang Jung Christian University
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📈 Abstract : 226 📥 PDF : 238

DOI 10.12928/biste.v7i4.14589 📄 955-979
Improved DeepFake Image Generation Using StyleGAN2-ADA with Real-Time Personal Image Projection

👥 Ali A. Abed⁽¹⁾, Doaa Alaa Talib⁽²⁾, Abdel-Nasser Sharkawy⁽³⁾★

(1) University of Basrah
(2) Shatt Al-Arab University College
(3) Qena University
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📈 Abstract : 244 📥 PDF : 248

DOI 10.12928/biste.v7i4.14659 📄 980-992
Hybrid Bayesian–Hyperband Optimization of a One-Dimensional Convolutional Neural Network for Short-Term Load Forecasting

👥 Trung Dung Nguyen⁽¹⁾, Nguyen Anh Tuan⁽²⁾★

(1) Industrial University of Ho Chi Minh City (IUH)
(2) Industrial University of Ho Chi Minh City (IUH)
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📈 Abstract : 180 📥 PDF : 227

DOI 10.12928/biste.v7i4.14824 📄 993-1012
Deep Learning-based Channel State Estimation for V2V OFDM Communication: A Comparative Study of LSTM, BiLSTM, and GRU Networks

👥 Eman Rashedy⁽¹⁾★, Mohamed Metwally Mahmoud⁽²⁾, Alfian Ma'arif⁽³⁾, Mohamed Hassan Essai⁽⁴⁾, Kuruva Raju⁽⁵⁾, Ehab K. I. Hamad⁽⁶⁾

(1) Upper Egypt Electricity Distribution Company
(2) Aswan University
(3) Universitas Ahmad Dahlan
(4) Al-Azhar University
(5) Sri Venkateswara College of Engineering (Autonomous)
(6) Aswan University
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📈 Abstract : 277 📥 PDF : 227

DOI 10.12928/biste.v7i4.14064 📄 1013-1030
Implementation of East Javanese Local Culture in Graphic Design Elements in Students’ Final Projects: A Literature Review

👥 Asidigisianti Surya Patria⁽¹⁾★, Abdul Hafidz⁽²⁾, Bayu Dwi Nurwicaksono⁽³⁾, Ayusta Lukita Wardani⁽⁴⁾, Arieviana Ayu Laksmi⁽⁵⁾, Yudiyanto Tri Kurniawan⁽⁶⁾, Henny Hidayanti⁽⁷⁾, Mochammad Abdul Machfud⁽⁸⁾, Rizal Sofyana Fatahillah⁽⁹⁾, Junaini Binti Kasdan⁽¹⁰⁾, Hong Tangkin⁽¹¹⁾, Bahalwan Apriyansyah⁽¹²⁾, Hanny Chandra Pratama⁽¹³⁾, David Nugroho⁽¹⁴⁾

(1) Universitas Negeri Surabaya
(2) Universitas Negeri Surabaya
(3) Universitas Negeri Surabaya
(4) Universitas Negeri Surabaya
(5) Universitas Negeri Surabaya
(6) Regional Research Agency of East Java Province
(7) Regional Research Agency of East Java Province
(8) Universitas Negeri Surabaya
(9) Universitas Negeri Surabaya
(10) Universiti Kebangsaan Malaysia
(11) Phnom Penh International University
(12) Doctoral School of the University of Szczecin
(13) King Mongkut's Institute of Technology Lat Krabang
(14) Khon Kaen University
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📈 Abstract : 288 📥 PDF : 316

DOI 10.12928/biste.v7i4.14932 📄 1031-1044
An Innovation Approach for Feature Selection Medical Data Using Joint Fine-Tuning Fusion Graph Convolutional Network

👥 Dimas Chaerul Ekty Saputra⁽¹⁾★, Irianna Futri⁽²⁾, Elvaro Islami Muryadi⁽³⁾

(1) Telkom University
(2) Khon Kaen University
(3) Khon Kaen University
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📈 Abstract : 166 📥 PDF : 166

DOI 10.12928/biste.v7i4.11652 📄 1045-1056
Mobile 360° Panoramic Training for Commercial Kitchen Safety: Usability and Learning Outcomes

👥 Asniyani Nur Haidar Abdullah⁽¹⁾, Mohd Khalid Mokhtar⁽²⁾★, Ikmal Faiq Albakri Mustafa Albakri⁽³⁾, Reshmahdevi Janarthanan Nambiar⁽⁴⁾, Mazni Saad⁽⁵⁾, Muhammad Danial Haiqal Mohamad Najib⁽⁶⁾

(1) Universiti Teknikal Malaysia Melaka
(2) Universiti Teknikal Malaysia Melaka
(3) Universiti Teknikal Malaysia Melaka
(4) Universiti Teknikal Malaysia Melaka
(5) International Islamic University Malaysia
(6) Todak Holding Sdn Bhd
- PDF
- HTML
📈 Abstract : 198 📥 PDF : 215

DOI 10.12928/biste.v7i4.13919 📄 1057-1068
Hybrid Vision Transformer for Brain and Lung Tumor Detection: A Multi-Modal Approach Using MRI (BraTS) and CT (LUNA16) Datasets

👥 Hewa Majeed Zangana⁽¹⁾★, Mohammed Aquil Mirza⁽²⁾, Sharyar Wani⁽³⁾, Xinwei Cao⁽⁴⁾, Marwan Omar⁽⁵⁾

(1) Duhok Polytechnic University
(2) The Hong Kong Polytechnic University (PolyU)
(3) International Islamic University Malaysia (IIUM)
(4) Jiangnan University
(5) Illinois Institute of Technology
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📈 Abstract : 154 📥 PDF : 199

DOI 10.12928/biste.v7i4.14766 📄 1069-1081

Vol. 7 No. 4 (2025): December

Article

Hybrid Stacking of Multilayer Perceptron, Convolutional Neural Network, and Light Gradient Boosting Machine for Short-Term Load Forecasting

Bi-LSTM and Attention-based Approach for Lip-To-Speech Synthesis in Low-Resource Languages: A Case Study on Bahasa Indonesia

A Hybrid PI–SOSM Control Strategy with Disturbance Observer for Enhanced Dynamic Response of IM Drives

Exploring Teachers' Perspectives on Culturally Responsive Teaching in Stoichiometry Learning Oriented to Green Chemistry

Comparison of Machine Learning Algorithms with Feature Engineering for Epileptic Seizure Prediction Based on Electroencephalogram (EEG) Signals

Smart Cold Storage Based on Photovoltaic with Adaptive Fuzzy Control Approach for Guard Quality of Fish Catch on Fishing Vessels

Optimal PID Controller Based on Different Modified Grasshopper Optimization Algorithm for Nonlinear Single-Input Single-Output System

Evaluation of the Effectiveness of Hand Gesture Recognition Using Transfer Learning on a Convolutional Neural Network Model for Integrated Service of Smart Robot

Systematic Review of Lightweight Cryptographic Algorithms for IoT Security: Advances and Trends

Improving Performance and Safety in Mechanical Ventilation: A Robust Control Approach for Airway Pressure and Patient Flow

Electrooculography and Camera-Based Control of a Four-Joint Robotic Arm for Assistive Tasks

Geographic-Origin Music Classification from Numerical Audio Features: Integrating Unsupervised Clustering with Supervised Models

RoboVR: A Digital Twin Based Framework for Low-Cost 4DoF Robotic Arm Control

Adaptive FLC-based Shunt Active Power Filter with a PV-Fed DC Link for Improved Current Compensation and THD Mitigation

A Review of EEG Applications in Neuromarketing: Methods, Insights, and Future Directions

Power System Stabilizer Optimization Based on Modified Black‑Winged Kite Algorithm

Effective Analysis of Machine Learning Algorithms for Breast Cancer Prediction

Banana Blossom as a Novel Ingredient in The Zero Waste Strategy: Application in Flakes

Enhancing Facial Emotion Recognition on FER2013 Using Attention-based CNN and Sparsemax-Driven Class-Balanced Architectures

Cybersecurity and Privacy Governance in IoT-Enabled Social Work: A Systematic Review and Risk Framework

Improved DeepFake Image Generation Using StyleGAN2-ADA with Real-Time Personal Image Projection

Hybrid Bayesian–Hyperband Optimization of a One-Dimensional Convolutional Neural Network for Short-Term Load Forecasting

Deep Learning-based Channel State Estimation for V2V OFDM Communication: A Comparative Study of LSTM, BiLSTM, and GRU Networks

Implementation of East Javanese Local Culture in Graphic Design Elements in Students’ Final Projects: A Literature Review

An Innovation Approach for Feature Selection Medical Data Using Joint Fine-Tuning Fusion Graph Convolutional Network

Mobile 360° Panoramic Training for Commercial Kitchen Safety: Usability and Learning Outcomes

Hybrid Vision Transformer for Brain and Lung Tumor Detection: A Multi-Modal Approach Using MRI (BraTS) and CT (LUNA16) Datasets

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