Dr. Dian Kurniasari: Publications on Machine Learning, CNN & Data Science
Berikut adalah daftar publikasi Dr. Dian Kurniasari, S.Si., M.Sc. yang relevan dengan Machine Learning, CNN, dan Sains Data, diambil dari profil Google Scholar : https://scholar.google.com/citations?hl=en&user=52OiB5UAAAAJ | Dr. Dian Kurniasari, an expert in Data Science and Statistics at Universitas Lampung, Indonesia, focuses on modern computational techniques. Her research leverages Machine Learning models such as ANN, CNN, and LSTM, and she applies these to Computer Vision and Graph Theory problems, using methods like Dynamic Programming.
- LSTM-CNN Hybrid Model Performance Improvement with BioWordVec for Biomedical Report Big Data Classification Science and Technology Indonesia, 9(2), 273-283.
- Transforming Alzheimer’s disease diagnosis: Implementing vision transformer (ViT) for MRI images classification Journal of Information and Communication Technology (JICT), 24(1), 130-152.
- Implementation of Artificial Neural Network with Backpropagation Algorithm for Rating Classification on Sales of Blackmores in Tokopedia Jurnal Teknik Informatika (JUTIF), 4(2), 365-372.
- Breast Cancer Area Identification in Mammograms Using Expectation Maximization Gaussian Mixture Model Karbala International Journal of Modern Science, 11(1), 56-69.
- Implementation of Fuzzy C-Means and Fuzzy Possibilistic C-Means Algorithms on Poverty Data in Indonesia BAREKENG: Jurnal Ilmu Matematika dan Terapan, 18(3), 1919-1930.
- Penyelesaian Permainan Sudoku Berbasis 9X9 Menggunakan Algoritma Eliminasi dan Tracking Guess Kage Bunshin Seminar Nasional Sains, Matematika, Informatika dan Aplikasinya, 1(1), 35-43.
- Deep Learning-Driven Comparative Study of Word Embedding Techniques: Word2Vec, GloVe, and FastText in Health Condition Reviews ISRG Journal of Multidisciplinary Studies, 3(2), 51-62.