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JUMANTO

Universitas Negeri Semarang S1 - Teknik Informatika SINTA ID : 6768511
579
SINTA Score Overall
529
SINTA Score 3Yr
579
Affil Score
529
Affil Score 3Yr
Latest number of Publication and Citations
Extreme Gradient Boosting Model with SMOTE for Heart Disease Classification
Authors : AU Dullah, AY Darmawan, DAA Pertiwi, J Unjung JISKA (Jurnal Informatika Sunan Kalijaga) 10 (1), 48-62, 2025
2025 0 cited
The Asthma Classification Using an Adaptive Boosting Model with SVM-SMOTE Sampling
Authors : AU Dullah, P Utami, J Unjung Journal of Information System Exploration and Research 3 (1), 1-10, 2025
2025 0 cited
Enhancing costumer churn prediction with stacking ensemble and stratified k-fold
Authors : R Rofik, J Unjung, B Prasetiyo Bulletin of Electrical Engineering and Informatics 14 (1), 398-408, 2025
2025 0 cited
Vehicle CO2 Emission Predictive Analytics Using HistGradientBoosting Regression Algorithms
Authors : B Al Qohar, AU Dullah, P Utami, J Unjung Jurnal Media Informasi Teknologi 2 (1), 1-12, 2025
2025 0 cited
Comparative Study of Imbalanced Data Oversampling Techniques for Peer-to-Peer Landing Loan Prediction
Authors : R Muzayanah, AD Lestari, J Jumanto, B Prasetiyo, DAA Pertiwi, ... Scientific Journal of Informatics 11 (1), 245-254, 2024
2024 3 cited
Performance Comparison of Random Forest (RF) and Classification and Regression Trees (CART) for Hotel Star Rating Prediction
Authors : A Utami, DFH Permadi, YD Rosita, J Unjung Scientific Journal of Informatics 11 (3), 733-748, 2024
2024 0 cited
Identification of Risk Factors in the Software Design Stage Using the C4. 5 Algorithm
Authors : MA Azkiya, DS Maulita, Jumanto IT Journal Research and Development 8 (2), 143-152, 2024
2024 0 cited
Improved convolutional neural network model for leukemia classification using EfficientNetV2M and bayesian optimization
Authors : KAH Wibowo, NAK Rianto, J Unjung Journal of Soft Computing Exploration 5 (2), 192-199, 2024
2024 2 cited
A Performance Comparison of Data Balancing Model to Improve Credit Risk Prediction in P2P Lending
Authors : DAA Pertiwi, K Ahmad, J Unjung, MA Muslim Scientific Journal of Informatics 11 (4), 881-890, 2024
2024 0 cited
Optimizing Support Vector Machine Performance for Parkinson's Disease Diagnosis Using GridSearchCV and PCA-Based Feature Extraction
Authors : J Jumanto, R Rofik, E Sugiharti, A Alamsyah, R Arfiudin, B Prasetiyo, ... Journal of Information Systems Engineering and Business Intelligence 10 (1 …, 2024
2024 3 cited
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Summary

Article Quartile
Research Output
  Scopus GScholar WOS
Article 6 43 0
Citation 41 255 0
Cited Document 5 30 0
H-Index 3 9 0
i10-Index 1 9 0
G-Index 1 1 0
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