Herdianti Darwis

14 papers Journal 5Unranked 9
YearRankTypeTitle / Venue / Authors
2025 — conf
A Comparison of Accuracy: KNN, TabNet, and Wide & Deep Learning for DDoS Attack Detection in Software Defined Network.
IMCOM
Ramdan Satra, Imran Afdillah Dahlan, Herdianti Darwis, Purnawansyah, Syariful Mujaddid, Farniwati Fattah
2025 — conf
A Deep Learning Approach for Improving Waste Classification Accuracy with ResNet50 Feature Extraction.
IMCOM
Herdianti Darwis, Rahma Puspitasari, Purnawansyah, Wistiani Astuti, Dedy Atmajaya, Mardiyyah Hasnawi
2025 J jnl
An in-depth exploration of supervised and semi-supervised learning on face recognition.
Open Comput. Sci.
Purnawansyah, Aji Prasetya Wibawa, Triyanna Widiyaningtyas, Haviluddin, Herdianti Darwis, Huzain Azis
2025 — conf
Analysis of Public Sentiment about Childfree in Indonesia using Support Vector Machine Methods.
IMCOM
Herdianti Darwis, Arya Nanda Pratama Pagala, Siska Anraeni, Tazkirah Amaliah, Ihwana As'ad, Andi Ulfah Tenripada
2025 — conf
Comparative Analysis of Anxiety Disorder Classification Using Algorithm Naïve Bayes, Decision Tree and K-NN.
IMCOM
Herman, Herdianti Darwis, Nurfauziyah, Rahma Puspitasari, Dewi Widyawati, Amaliah Faradibah
2025 — conf
Comparative Analysis of Machine Learning Algorithms and Ensemble Techniques for Diverse Image Classification Tasks.
IMCOM
Yulita Salim, Athar Fathana Rakasyah, Herdianti Darwis, Harlinda, Irawati, Abdul Rachman Manga
2025 J jnl
Feature Engineering and Anchor Optimization for Enhancing Faster R-CNN Detection of Low-Contrast Steel Surface Defects.
Knowl. Eng. Data Sci.
Herdianti Darwis, Sitti Nurhalimah, Huzain Aziz
2025 — conf
Measuring the Performance of VGG-16, VGG-19, and a Concatenated Model Architecture in Toraja Carving Classification.
IMCOM
Herman, Muhammad Dani Arya Putra, Haidawati Nasir, Herdianti Darwis, St. Hajrah Mansyur, M. N. M. M. Noor
2025 — conf
ResNet-50 for Flower Image Classification: A Comparative Study of Segmentation and Non-Segmentation Approaches.
IMCOM
Abdul Rachman Manga, Nirmala, Huzain Azis, Farniwati Fattah, Yulita Salim, Herdianti Darwis
2024 — conf
Evaluation of Tourism Object Rating Using Naïve Bayes, Support Vector Machine, and K-Means for Business Intelligence Application in Indonesia Tourism.
IMCOM
Sitti Rahmah Jabir, Purnawansyah, Herdianti Darwis, Harlinda Lahuddin, Amaliah Faradibah, Andi Widya Mufila Gaffar
2024 — conf
Memory Efficient with Parameter Efficient Fine-Tuning for Code Generation Using Quantization.
IMCOM
Purnawansyah, Zahrizhal Ali, Herdianti Darwis, Lutfi Budi Ilmawan, Sitti Rahmah Jabir, Abdul Rachman Manga
2021 J jnl
Backpropagation Neural Network with Combination of Activation Functions for Inbound Traffic Prediction.
Knowl. Eng. Data Sci.
Purnawansyah, Haviluddin, Herdianti Darwis, Huzain Azis, Yulita Salim
2015 J jnl
Matrix Approach for the Seasonal Infectious Disease Spread Prediction.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
Hideo Hirose, Masakazu Tokunaga, Takenori Sakumura, Junaida Binti Sulaiman, Herdianti Darwis
2014 J jnl
Monthly Maximum Accumulated Precipitation Forecasting Using Local Precipitation Data and Global Climate Modes.
J. Adv. Comput. Intell. Intell. Informatics
Junaida Binti Sulaiman, Herdianti Darwis, Hideo Hirose