Affandy, M.Kom, Ph.D.

Dosen Teknik Informatika

Fakultas Ilmu Komputer, Universitas Dian Nuswantoro, Kota Semarang

affandy@dsn.dinus.ac.id

Penelitian Publish

2024 – Sentiment Analysis Of Public Comments On Licensing Services Seeks To Use The Naive Bayes Algorithm With Genetic Selection Algorithm. SISTEMASI 13 (1), 252-259
2024 – Enhancing Machine Learning Accuracy in Detecting Preventable Diseases using Backward Elimination Method. JURNAL MEDIA INFORMATIKA BUDIDARMA 8 (1), 115-123
2024 – Peningkatan Performa Ensemble Learning pada Segmentasi Semantik Gambar dengan Teknik Oversampling untuk Class Imbalance Jurnal Teknologi Informasi dan Ilmu Komputer 10 (4), 899-908
2023 – Peningkatan Algoritma C4. 5 Berbasis PSO Pada Penyakit Kanker Payudara. JURNAL MEDIA INFORMATIKA BUDIDARMA 7 (4), 1758-1765
2023 – Menumbuhkan Minat dan Keterampilan Produksi Film Dokumenter pada Generasi Muda: Pelatihan pada Siswa-Siswi SMA Negeri 3 Kota Semarang. Jurnal Abdidas 4 (4), 333-345
2023 – Optimasi K-means Clustering Dengan Menggunakan Particle Swarm Optimization Untuk Menentukan Jumlah Cluster Pada Kanker Serviks. JURNAL MEDIA INFORMATIKA BUDIDARMA 7 (3), 1463-1473
2023 – Hybrid Top-K Feature Selection to Improve High-Dimensional Data Classification Using Naïve Bayes Algorithm. Scientific Journal of Informatics 10 (2)
2023 – Analisis Metode Ensemble Pada Klasifikasi Penyakit Jantung Berbasis Decision Tree. JURNAL MEDIA INFORMATIKA BUDIDARMA 7 (1), 1-12
2022 – Improving C4. 5 Algorithm Accuracy With Adaptive Boosting Method For Predicting Students in Obtaining Education Funding. Journal of Development Research 6 (2), 137-140
2022 – Systematic Review of Educational Data Mining for Student Performance Prediction using Bibliometric Network Analysis (SeBriNA).
2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
2022 – Classification of Guarantee Types Using Leaf Feature Extraction with Minutiae and GLCM Using K-NN Method. Journal of Development Research 6 (1), 6-10
2022 – Seam Cerving and Salient Detection for Thumbnail Photos. Journal of Development Research 6 (1), 16-21
2022 – Classification of Toxic Plants on Leaf Patterns Using Gray Level Co-Occurrence Matrix (GLCM) with Neural Network Method. Journal of Development Research 6 (1), 1-5
2022 – Review of automatic text summarization techniques & methods. Journal of King Saud University-Computer and Information Sciences
2022 – Deteksi Dini Covid-19 Melalui Citra CT-Scan Paru-Paru Menggunakan K-Nearest Neighbor dengan Komparasi Jarak. Jurnal Indonesia Sosial Teknologi 3 (03), 461-467
2022 – An Extractive Text Summarization based on Candidate Summary Sentences using Fuzzy-Decision Tree. International Journal of Advanced Computer Science and Applications(IJACSA)