Abu Salam, M.Kom
Dosen Teknik Informatika
Fakultas Ilmu Komputer, Universitas Dian Nuswantoro, Kota Semarang
Research Experience
- 2021 – Sistem Prediksi Kelulusan Mahasiswa Universitas Dian Nuswantoro
- 2020 – Model Mitigasi Penyebaran Covid-19 Di Indonesia Dengan Pendekatan Big Data Analysis
Publications
- 2024 – Teknik Random Undersampling untuk Mengatasi Ketidakseimbangan Kelas pada CT Scan Kista Ginjal. Techno. Com 23 (1), 20-28
- 2024 – XGBoost and Random Forest Optimization using SMOTE to Classify Air Quality. Advance Sustainable Science, Engineering and Technology 6 (1), 02401025
- 2024 – Evaluasi Performa Oversampling dan Augmentasi pada Klasifikasi Penyakit Kulit Menerapkan Convolutional Neural Network. JURNAL MEDIA INFORMATIKA BUDIDARMA 8 (1), 240-250
- 2024 – Analisis Topic-Modelling Menggunakan Latent Dirichlet Allocation (LDA) Pada Ulasan Sosial Media Youtube. JURNAL MEDIA INFORMATIKA BUDIDARMA 8 (1), 332-341
- 2024 – Seleksi Fitur Information Gain untuk Optimasi Klasifikasi Penyakit Tuberkulosis. JURNAL MEDIA INFORMATIKA BUDIDARMA 8 (1), 70-82
- 2023 – Two-Stage Input-Space Image Augmentation and Interpretable Technique for Accurate and Explainable Skin Cancer Diagnosis. Computation 11 (12), 246
- 2023 – Performance Evaluation of Oversampling Methods on Deep Learning-Based Skin Cancer Classification. 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
- 2023 – STB Sentiment Analysis Classification Multiclass Modeling Using Calibrated Classifier With SGDC Tuning As Basis and Sigmoid Method. International Journal of Computer and Information System (IJCIS) 4 (1), 1-7
- 2022 – Student Graduation Prediction Model using Deep Learning Convolutional Neural Network (CNN). 2022 International 2022. International Seminar on Application for Technology of Information and Communication (iSemantic)
- 2022 – Seleksi Fitur dan Perbandingan Algoritma Klasifikasi untuk Prediksi Kelulusan Mahasiswa. Jurnal Rekayasa Elektrika 18 (2)