Monthly Maximum Accumulated Precipitation Forecasting Using Local Precipitation Data and Global Climate Modes. - Junaida Binti Sulaiman; Herdianti Darwis; Hideo Hirose (J. Adv. Comput. Intell. Intell. Informatics, 2014)

Matrix Approach for the Seasonal Infectious Disease Spread Prediction. - Hideo Hirose; Masakazu Tokunaga; Takenori Sakumura; Junaida Binti Sulaiman; Herdianti Darwis (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2015)

Backpropagation Neural Network with Combination of Activation Functions for Inbound Traffic Prediction. - Purnawansyah; Haviluddin; Herdianti Darwis; Huzain Azis; Yulita Salim (Knowl. Eng. Data Sci., 2021)

Evaluation of Tourism Object Rating Using Naïve Bayes, Support Vector Machine, and K-Means for Business Intelligence Application in Indonesia Tourism. - Sitti Rahmah Jabir; Purnawansyah; Herdianti Darwis; Harlinda Lahuddin; Amaliah Faradibah; Andi Widya Mufila Gaffar (IMCOM, 2024)

Memory Efficient with Parameter Efficient Fine-Tuning for Code Generation Using Quantization. - Purnawansyah; Zahrizhal Ali; Herdianti Darwis; Lutfi Budi Ilmawan; Sitti Rahmah Jabir; Abdul Rachman Manga (IMCOM, 2024)

Analysis of Public Sentiment about Childfree in Indonesia using Support Vector Machine Methods. - Herdianti Darwis; Arya Nanda Pratama Pagala; Siska Anraeni; Tazkirah Amaliah; Ihwana As'ad; Andi Ulfah Tenripada (IMCOM, 2025)

A Deep Learning Approach for Improving Waste Classification Accuracy with ResNet50 Feature Extraction. - Herdianti Darwis; Rahma Puspitasari; Purnawansyah; Wistiani Astuti; Dedy Atmajaya; Mardiyyah Hasnawi (IMCOM, 2025)

Comparative Analysis of Anxiety Disorder Classification Using Algorithm Naïve Bayes, Decision Tree and K-NN. - Herman; Herdianti Darwis; Nurfauziyah; Rahma Puspitasari; Dewi Widyawati; Amaliah Faradibah (IMCOM, 2025)

Measuring the Performance of VGG-16, VGG-19, and a Concatenated Model Architecture in Toraja Carving Classification. - Herman; Muhammad Dani Arya Putra; Haidawati Nasir; Herdianti Darwis; St. Hajrah Mansyur; M. N. M. M. Noor (IMCOM, 2025)

ResNet-50 for Flower Image Classification: A Comparative Study of Segmentation and Non-Segmentation Approaches. - Abdul Rachman Manga; Nirmala; Huzain Azis; Farniwati Fattah; Yulita Salim; Herdianti Darwis (IMCOM, 2025)

Comparative Analysis of Machine Learning Algorithms and Ensemble Techniques for Diverse Image Classification Tasks. - Yulita Salim; Athar Fathana Rakasyah; Herdianti Darwis; Harlinda; Irawati; Abdul Rachman Manga (IMCOM, 2025)

A Comparison of Accuracy: KNN, TabNet, and Wide & Deep Learning for DDoS Attack Detection in Software Defined Network. - Ramdan Satra; Imran Afdillah Dahlan; Herdianti Darwis; Purnawansyah; Syariful Mujaddid; Farniwati Fattah (IMCOM, 2025)

An in-depth exploration of supervised and semi-supervised learning on face recognition. - Purnawansyah; Aji Prasetya Wibawa; Triyanna Widiyaningtyas; Haviluddin; Herdianti Darwis; Huzain Azis (Open Comput. Sci., 2025)