Herdianti Darwis

According to our database, Herdianti Darwis authored at least 13 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

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

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

Proceedings of the 19th International Conference on Ubiquitous Information Management and Communication, 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

Proceedings of the 19th International Conference on Ubiquitous Information Management and Communication, 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

Proceedings of the 19th International Conference on Ubiquitous Information Management and Communication, 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

Proceedings of the 19th International Conference on Ubiquitous Information Management and Communication, 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

Proceedings of the 19th International Conference on Ubiquitous Information Management and Communication, 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

Proceedings of the 19th International Conference on Ubiquitous Information Management and Communication, 2025

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

Proceedings of the 19th International Conference on Ubiquitous Information Management and Communication, 2025

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

Proceedings of the 18th International Conference on Ubiquitous Information Management and Communication, 2024

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

Proceedings of the 18th International Conference on Ubiquitous Information Management and Communication, 2024

2021

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

2015

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

2014

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