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Koleksi artikel jurnal dan publikasi ilmiah yang telah dipublikasikan

Meningkatkan Klasifikasi Penyakit Diabetes Menggunakan Metode Ensemble Softvoting Dengan SMOTE-ENN dan Optimasi Bayesian
Journal article
Evolusi : Jurnal Sains dan Manajemen
2025-03-24
DOI:10.31294/evolusi.v13i1.8267
ISSN:2657-0793, 2338-8161
Siti Ernawati; Ilham Maulana
Prediction Of Flight Delays Using Feature Engineering, Catboost, And Bayesian Optimization To Improve Model Performance
Journal article
Jurnal Riset Informatika
2025-03-15
DOI:10.34288/jri.v7i2.346
ISSN:2656-1735, 2656-1743
Ilham Maulana; Siti Ernawati; Risa Wati
Explainable AI-Driven TabNet Model Enhanced with Bayesian Optimization for Lung Cancer Prediction and Interpretation
Journal article
Jurnal Riset Informatika
2024-12-15
DOI:10.34288/jri.v7i1.354
ISSN:2656-1735, 2656-1743
Ilham Maulana
Enhancing Obesity Risk Classification: Tackling Data Imbalance with SMOTE and Deep Learning
Journal article
Jurnal Riset Informatika
2024-09-15
DOI:10.34288/jri.v6i4.349
ISSN:2656-1735, 2656-1743
Muhammad Syofian; Ilham Maulana
IMPROVING IMAGE CLASSIFICATION ACCURACY WITH OVERSAMPLING AND DATA AUGMENTATION USING DEEP LEARNING: A CASE STUDY ON THE SIMPSONS CHARACTERS DATASET
Journal article
Jurnal Riset Informatika
2024-09-15
DOI:10.34288/jri.v6i4.348
ISSN:2656-1735, 2656-1743
Ilham Maulana; Siti Ernawati; Muhammad Indra
Machine Learning for Stroke Prediction: Evaluating the Effectiveness of Data Balancing Approaches
Journal article
Jurnal Riset Informatika
2024-09-15
DOI:10.34288/jri.v6i4.344
ISSN:2656-1735, 2656-1743
Muhamad Indra; Siti Ernawati; Ilham Maulana
APLIKASI ANDROID PENGENALAN HEWAN MULTI BAHASA UNTUK MENINGKATKAN KOGNITIF ANAK
Journal article
Jurnal Informatika dan Rekayasa Elektronik
2023-02-06
Siti Ernawati; Risa Wati; Ilham Maulana

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