Vol. 10 No. 1 (2025)

Article

• Variational Quantum Circuit-Based Quantum Machine Learning Approach for Predicting Corrosion Inhibition Efficiency of Expired Pharmaceuticals

  Muhamad Akrom,  Research Center for Quantum Computing and Materials Informatics, Faculty of Computer Science, Universitas Dian Nuswantoro,  Indonesia

  Muhammad Reesa Rosyid,  Faculty of Computer Science, Universitas Dian Nuswantoro,  Indonesia

  Lubna Mawaddah,  Faculty of Computer Science, Universitas Dian Nuswantoro,  Indonesia

  Akbar Priyo Santosa,  Faculty of Computer Science, Universitas Dian Nuswantoro,  Indonesia

  1-11

  • PDF

  DOI : 10.15575/join.v10i1.1333 Abstract View : 893 PDF downloads: 980

• Comparison Airport Traffic Prediction Performance Using BiGRU and CNN-BiGRU Models

  Willy Riyadi,  Department of Computer Engineering, Universitas Dinamika Bangsa Jambi,  Indonesia

  Jasmir,  Department of Computer Engineering, Universitas Dinamika Bangsa Jambi,  Indonesia

  Xaverius Sika,  Department of Information Systems, Universitas Dinamika Bangsa Jambi,  Indonesia

  12-21

  • PDF

  DOI : 10.15575/join.v10i1.1362 Abstract View : 851 PDF downloads: 524

• Synergistic Disruption: Harnessing AI and Blockchain for Enhanced Privacy and Security in Federated Learning

  Sandi Rahmadika,  Department of Electronic Engineering, Faculty of Engineering Faculty of Engineering, Universitas Negeri Padang, Sumatera Barat,  Indonesia

  https://orcid.org/0000-0002-7848-6579

  Winda Agustiarmi,  Department of Electronic Engineering, Faculty of Engineering Faculty of Engineering, Universitas Negeri Padang, Sumatera Barat,  Indonesia

  Ryan Fikri,  Department of Electronic Engineering, Faculty of Engineering Faculty of Engineering, Universitas Negeri Padang, Sumatera Barat,  Indonesia

  Bruno Joachim Kweka,  Cyber Studies, The University of Tulsa, United States of America, 800 S Tucker Dr, Tulsa, OK 74104,  United States

  22-31

  • PDF

  DOI : 10.15575/join.v10i1.1392 Abstract View : 661 PDF downloads: 383

• LLM-Based Information Retrieval for Disease Detection Using Semantic Similarity

  Muhammad Adrinta Abdurrazzaq,  Department of Informatics, Kalbis University,  Indonesia

  Edwin Lesmana Tjiong,  Department of Informatics, Kalbis University,  Indonesia

  Kent Algren Wanady,  Department of Informatics, Kalbis University,  Indonesia

  32-41

  • PDF

  DOI : 10.15575/join.v10i1.1486 Abstract View : 848 PDF downloads: 433

• Adoption of Artificial Intelligence and Digital Resources among Academicians of Islamic Higher Education Institutions in Indonesia

  Suwendi Suwendi,  UIN Syarif Hidayatullah Jakarta,  Indonesia

  Mesraini,  UIN Syarif Hidayatullah Jakarta,  Indonesia

  https://orcid.org/0000-0003-4215-7375

  Cipta Bakti Gama,  STAI Sadra Jakarta,  Indonesia

  Hadi Rahman,  UIN Syarif Hidayatullah Jakarta,  Indonesia

  Teguh Luhuringbudi,  UIN Syarif Hidayatullah Jakarta,  Indonesia

  Maslin Masrom,  6Faculty of Artificial Intelligence, Universiti Teknologi Malaysia, Kuala Lumpur,  Malaysia

  42-52

  • PDF

  DOI : 10.15575/join.v10i1.1549 Abstract View : 1837 PDF downloads: 492

• Modality-based Modeling with Data Balancing and Dimensionality Reduction for Early Stunting Detection

  Yohanes Setiawan,  Department of Information Technology, Telkom University, Surabaya Campus, Surabaya,  Indonesia

  Mohammad Hamim Zajuli Al Faroby,  Department of Data Science, Telkom University, Surabaya Campus, Surabaya,  Indonesia

  https://orcid.org/0000-0001-6500-270X

  Mochamad Nizar Palefi Ma’ady,  Department of Information Systems, Telkom University, Surabaya Campus, Surabaya,  Indonesia

  I Made Wisnu Adi Sanjaya,  Department of Data Science, Telkom University, Surabaya Campus, Surabaya,  Indonesia

  Cisa Valentino Cahya Ramadhani,  Department of Information Technology, Telkom University, Surabaya Campus, Surabaya,  Indonesia

  53-65

  • PDF

  DOI : 10.15575/join.v10i1.1495 Abstract View : 777 PDF downloads: 323

• Application of Self-Organizing Map and K-Means to Cluster Bandwidth Usage Patterns in Campus Environment

  Yusup Miftahuddin,  Department of Informatics, Faculty of Industrial Technology, Institut Teknologi Nasional Bandung,  Indonesia

  Abdur Rafi Syach Ridwan,  Department of Informatics, Faculty of Industrial Technology, Institut Teknologi Nasional Bandung,  Indonesia

  66-76

  • PDF

  DOI : 10.15575/join.v10i1.1438 Abstract View : 387 PDF downloads: 357

• The Impact of Online Reviews to Predict The Number of International Tourists

  Zhasa Vashellya,  Computational Statistics Study Program, STIS Polytechnic of Statistics,  Indonesia

  Erna Nurmawati,  Computational Statistics Study Program, STIS Polytechnic of Statistics,  Indonesia

  Teguh Sugiyarto,  Directorate of Finance, Information Technology, Tourism Statistics, BPS-Statistics,  Indonesia

  77-92

  • PDF

  DOI : 10.15575/join.v10i1.1409 Abstract View : 588 PDF downloads: 307

• A Comparison of YOLOv8 Series Performance in Student Facial Expressions Detection on Online Learning

  Dewi Tresnawati,  Department of Computer Science, Institut Teknologi Garut, Garut,  Indonesia

  Shopi Nurhidayanti,  Department of Computer Science, Institut Teknologi Garut, Garut,  Indonesia

  Nina Lestari,  Department of Electrical Engineering, Universitas Sangga Buana, Bandung,  Indonesia

  93-104

  • PDF

  DOI : 10.15575/join.v10i1.1390 Abstract View : 658 PDF downloads: 554

• Anatomy of Sentiment Analysis in Ontological, Epistemological, and Axiological Perspectives

  M. Noer Fadli Hidayat,  Department of Electrical Engineering and Informatics, Universitas Negeri Malang and Department of Informatics Engineering, Universitas Nurul Jadid Probolinggo,  Indonesia

  Didik Dwi Prasetya,  Department of Electrical Engineering and Informatics, Universitas Negeri Malang,  Indonesia

  Triyanna Widiyaningtyas,  Department of Electrical Engineering and Informatics, Universitas Negeri Malang,  Indonesia

  Syaad Patmanthara,  Department of Electrical Engineering and Informatics, Universitas Negeri Malang,  Indonesia

  105-121

  • PDF

  DOI : 10.15575/join.v10i1.1228 Abstract View : 759 PDF downloads: 361

• Road Damage Detection Using YOLOv7 with Cluster Weighted Distance-IoU NMS

  Rudy Rachman,  Department of Informatic Engineering, Sepuluh Nopember Institute of Technology,  Indonesia

  Nanik Suciati,  Department of Informatic Engineering, Sepuluh Nopember Institute of Technology,  Indonesia

  Shintami Chusnul Hidayati,  Department of Informatic Engineering, Sepuluh Nopember Institute of Technology,  Indonesia

  122-131

  • PDF

  DOI : 10.15575/join.v10i1.1481 Abstract View : 471 PDF downloads: 283

• Study of the Application of Text Augmentation with Paraphrasing to Overcome Imbalanced Data in Indonesian Text Classification

  Mutiara Indryan Sari,  Computational Statistics, Politeknik Statistika STIS,  Indonesia

  Lya Hulliyyatus Suadaa,  Computational Statistics, Politeknik Statistika STIS,  Indonesia

  132-142

  • PDF

  DOI : 10.15575/join.v10i1.1472 Abstract View : 688 PDF downloads: 344

• Pyramid Quantum Neural Network Based Resource Allocation with IoT: A Deep Learning Method

  Khushwant Singh,  Department of Computer Science and Engineering, Maharshi Dayanand University, Rohtak, India,  India

  Mohit Yadav,  Department of Mathematics, University Institute of Sciences, Chandigarh University, Punjab,India,  India

  https://orcid.org/0000-0002-9332-8480

  Kirti,  Department of Computer Science and Engineering, Maharshi Dayanand University, Rohtak, India,  India

  Sunil Kumar,  Department of Vocational Studies and Skill Development, Central University of Haryana, India,  India

  Bobur Sobirov,  Department of Economics, Samarkand Branch of Tashkent State University of Economics, Uzbekistan,  Uzbekistan

  143-152

  • PDF

  DOI : 10.15575/join.v10i1.1578 Abstract View : 634 PDF downloads: 264

• Multi-Platform Detection of Melon Leaf Abnormalities Using AVGHEQ and YOLOv7

  Sahrial Ihsani Ishak,  School of Data Science, Mathematics and Informatics, IPB University, Bogor,  Indonesia

  https://orcid.org/0000-0002-7314-9610

  Karlisa Priandana,  School of Data Science, Mathematics and Informatics, IPB University, Bogor,  Indonesia

  Sri Wahjuni,  School of Data Science, Mathematics and Informatics, IPB University, Bogor,  Indonesia

  153-164

  • PDF

  DOI : 10.15575/join.v10i1.1441 Abstract View : 1037 PDF downloads: 235

• Forecasting Shallot Prices in Indonesia Using News-Based Sentiment Indicators

  Atikah Salsabila,  Department of Statistical Computing, Politeknik Statistika STIS, Jakarta,  Indonesia

  Rani Nooraeni,  Department of Statistical Computing, Politeknik Statistika STIS, Jakarta,  Indonesia

  165-176

  • PDF

  DOI : 10.15575/join.v10i1.1422 Abstract View : 865 PDF downloads: 295

• Reviewing the Blockchain’s Framework and its Role in Sustainable Industries

  N. Nasurudeen Ahamed,  Postdoctoral Fellow, United Arab Emirates University, Abu Dhabi,  United Arab Emirates

  Tanweer Alam,  Faculty of Computer and Information Systems, Islamic University of Madinah, Madinah,  Saudi Arabia

  Mohamed Benaida,  Faculty of Computer and Information Systems, Islamic University of Madinah, Madinah,  Saudi Arabia

  177-195

  • PDF

  DOI : 10.15575/join.v10i1.1545 Abstract View : 485 PDF downloads: 260

• Performance of Machine Learning Algorithms on Automatic Summarization of Indonesian Language Texts

  Galih Wiratmoko,  Department of Informatics, Universitas Muhammadiyah Madiun,  Indonesia

  Husni Thamrin,  Department of Informatic, Universitas Muhammadiyah Surakarta,  Indonesia

  https://orcid.org/0000-0001-5865-9113

  Endang Wahyu Pamungkas,  Department of Informatic, Universitas Muhammadiyah Surakarta,  Indonesia

  196-204

  • PDF

  DOI : 10.15575/join.v10i1.1506 Abstract View : 1255 PDF downloads: 355

• Generative Adversarial Networks In Object Detection: A Systematic Literature Review

  Anis Farihan Mat Raffei,  Faculty of Computing, Universiti Malaysia Pahang Al-Sultan Abdullah, Pahang,  Malaysia

  Sinung Suakanto,  Department of Information Systems, Faculty of Industrial Engineering, Telkom University, Bandung,  Indonesia

  Faqih Hamami,  Department of Information Systems, Faculty of Industrial Engineering, Telkom University, Bandung,  Indonesia

  Mohd Arfian Ismail,  Faculty of Computing, Universiti Malaysia Pahang Al-Sultan Abdullah, Pahang,  Malaysia

  Ferda Ernawan,  Faculty of Computing, Universiti Malaysia Pahang Al-Sultan Abdullah, Pahang,  Malaysia

  205-215

  • PDF

  DOI : 10.15575/join.v10i1.1576 Abstract View : 600 PDF downloads: 312

• Simulation and Empirical Studies of Long Short-Term Memory Performance to Deal with Limited Data

  Khusnia Nurul Khikmah,  Statistics Department, Faculty of Mathematics and Natural Sciences, IPB University, Bogor,  Indonesia

  https://orcid.org/0000-0002-9142-6968

  Kusman Sadik,  Statistics Department, Faculty of Mathematics and Natural Sciences, IPB University, Bogor,  Indonesia

  Khairil Anwar Notodiputro,  Statistics Department, Faculty of Mathematics and Natural Sciences, IPB University, Bogor,  Indonesia

  216-226

  • PDF

  DOI : 10.15575/join.v10i1.1356 Abstract View : 901 PDF downloads: 174

• Enhancing Weather Monitoring for Agriculture with Deep Learning: Anomaly Detection in East Java Using LSTM Autoencoder and OCSVM

  Maulana Ahsan Fadillah,  Study Program of Statistics and Data Science, IPB University,  Indonesia

  Yenni Angraini,  Study Program of Statistics and Data Science, IPB University,  Indonesia

  Rahma Anisa,  Study Program of Statistics and Data Science, IPB University,  Indonesia

  227-238

  • PDF

  DOI : 10.15575/join.v10i1.1571 Abstract View : 478 PDF downloads: 305