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  • Impact of Hyperparameter Tuning on CNN-Based Algorithm for MRI Brain Tumor Classification

    Muhammad Nasri Gea, Wanayumini Wanayumini, Rika Rosnelly
    87-100
    2025-04-30
    DOI: https://doi.org/10.15408/jti.v18i1.44147

  • Hoax News Detection Using Passive Aggressive Classifier And TfidfVectorizer

    Maulana Fajar Lazuardi, Renaldy Hiunarto, Kareena Futri Ramadhani, Noviandi Noviandi, Riya Widayanti, Muhamad Hadi Arfian
    185-193
    2023-12-22
    DOI: https://doi.org/10.15408/jti.v16i2.34084

  • Optimizing Naïve Bayes Method for Felder-Silverman Learning Style Model Identification

    Hanatyani Nur Asmi, Slamet Risnanto, Othman Bin Mohd
    12-21
    2025-04-30
    DOI: https://doi.org/10.15408/jti.v18i1.40936

  • Pengembangan Algoritma Unsupervised Learning Technique Pada Big Data Analysis di Media Sosial sebagai media promosi Online Bagi Masyarakat

    Nurhayati Buslim, Rayi Pradono Iswara
    79-96
    2019-06-20
    DOI: https://doi.org/10.15408/jti.v12i1.11342

  • Machine Learning for the Model Prediction of Final Semester Assessment (FSA) using the Multiple Linear Regression Method

    Fitria Rachmawati, Jejen Jaenudin, Novita Br Ginting, Panji Laksono
    1-9
    2024-05-20
    DOI: https://doi.org/10.15408/jti.v17i1.28652

  • Challenges and Strategies in Forensic Investigation: Leveraging Technology for Digital Security Using Log/Event Analysis Method

    Ammar Yasir Nasution, Hartono Hartono, Rika Rosnelly
    53-63
    2025-04-30
    DOI: https://doi.org/10.15408/jti.v18i1.42815

  • Action Recommendation Model Development for Hydromon Application Using Deep Neural Network (DNN) Method

    Meida Cahyo Untoro, Eko Dwi Nugroho, Mugi Praseptiawan, Aidil Afriansyah, Muhammad Nadhif Athalla
    137-146
    2022-12-23
    DOI: https://doi.org/10.15408/jti.v15i2.26762

  • Enhancing ITIL Incident Management: Innovative Machine Learning Approaches for Efficient Incident Prioritization and Resolution

    Alifia Ayu Zahrothul Ain, Cutifa Safitri
    204-214
    2023-12-22
    DOI: https://doi.org/10.15408/jti.v16i2.31439

  • Real-Time Occluded Face Identification Using Deep Learning

    Muhammad Fachrurrozi, Anggina Primanita, Rafly Pakomgan, Abdiansah Abdiansah
    69-79
    2023-05-28
    DOI: https://doi.org/10.15408/jti.v16i1.31211

  • Selection of Home Wifi Internet: Machine Learning Implementation With Decision Tree C4.5 Algorithm Method

    Dewi Khairani, Muhammad Ammaridho Romdhan Siregar, Siti Ummi Masruroh, Miftakhul Nuuril Azizah
    178-187
    2022-12-23
    DOI: https://doi.org/10.15408/jti.v15i2.27741

  • Human Fall Motion Prediction: Fall Motion Forecasting and Detection with GRU

    Andi Prademon Yunus, Amalia Beladinna Arifa, Yit Hong Choo
    171-178
    2024-10-14
    DOI: https://doi.org/10.15408/jti.v17i2.41027

  • Integration of Design Sprint Method into Mobile Development Application Life Cycle to Create MobilePQI Application Prototype

    Fenty Eka Muzayyana Agustin, Nuriyah Thahir, Ade Rina Farida, Kania Mayastika
    61-69
    2024-05-20
    DOI: https://doi.org/10.15408/jti.v17i1.37818

  • Comparison of Hyperparameter Tuning Methods for Optimizing K-Nearest Neighbor Performance in Predicting Hypertension Risk

    Dimas Trianda, Dedy Hartama, Solikhun Solikhun
    111-121
    2025-04-30
    DOI: https://doi.org/10.15408/jti.v18i1.42260

  • Feature Extraction Using Mel-Frequency Cepstral Coefficients (MfCC) Technique For A Tajweed Guess Based on Android Application Development

    Khodijah Hulliyah, Lilik Ummi Kultsum, Wahyu Hendarto Wibowo, Anif Hanifa Setianingrum, Arini Arini, Yusuf Durachman
    133-142
    2025-04-30
    DOI: https://doi.org/10.15408/jti.v18i1.44721

  • Anomaly Detection in Computer Networks Using Isolation Forest in Data Mining

    Hartati Tammamah Lubis, Roslina Roslina, Lili Tanti
    77-86
    2025-04-30
    DOI: https://doi.org/10.15408/jti.v18i1.44285

  • Food Image Classification and Recipe Recommendation for South Sumatran Cuisine Using EfficientNetB1

    Farhah Salsabillah, Ade Silvia Handayani, Nurhajar Anugraha
    292-302
    2025-10-30
    DOI: https://doi.org/10.15408/jti.v18i2.46449

  • Addressing Class Imbalance in Machine Learning for Predicting On-Time Student Graduation at The Islamic University of Riau

    Akmar Efendi, Sarjon Defit
    226-235
    2025-10-30
    DOI: https://doi.org/10.15408/jti.v18i2.45913

  • Evaluating User Satisfaction in The Halodoc Application Using a Hybrid CNN-BiLTSM Model for Sentiment Analysis

    Dian Kurniasari, Arif Su'admaji, Favorisen Rosyking Lumbanraja, Warsono
    209-225
    2025-10-30
    DOI: https://doi.org/10.15408/jti.v18i2.42762

  • Sentiment Analysis of Pospay Application Reviews Using the Bert Deep Learning Method

    Erna Mulyati, Muhammad Ibnu Choldun Rachmatullah, Adri Sapta Firmansyah
    173-183
    2025-10-30
    DOI: https://doi.org/10.15408/jti.v18i2.41116

  • Sentiment Analysis of Twitter Discussions About Lampung Robusta Coffee: A Comparative Study of Machine Learning Algorithms with SVM as The Optimal Model

    Yodhi Yuniarthe, Admi Syarif, Imam Marzuki Shofi, Fatimah Fahurian
    339-349
    2025-10-30
    DOI: https://doi.org/10.15408/jti.v18i2.41316
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