Evolutionary-based feature construction with substitution for data summarization using DARA. - Florence Sia; Rayner Alfred (DMO, 2012)

Learning Relational Data Based on Multiple Instances of Summarized Data Using DARA. - Florence Sia; Rayner Alfred; Chin Kim On (M-CAIT, 2013)

Tree-Based Contrast Subspace Mining for Categorical Data. - Florence Sia; Rayner Alfred; Yuto Lim (Int. J. Comput. Intell. Syst., 2020)

Efficient Contrast Subspace Mining Method for Categorical Data. - Florence Sia Fui Sze; Rayner Alfred (CSAI, 2022)

Optimizing Tree-Based Contrast Subspace Mining Using Genetic Algorithm. - Florence Sia; Rayner Alfred (Int. J. Comput. Intell. Syst., 2022)

A Mobile-Based Application for Detecting Sleep Deprivation Using Deep Learning for University Student. - Lim Jo Ern; Florence Sia (IICAIET, 2023)

Hyperparameter Tuning of Convolutional Neural Network for Fresh and Rotten Fruit Recognition. - Florence Sia; Nur Shabira Baco (IICAIET, 2023)

On-Shore Plastic Waste Detection with YOLOv5 and RGB-Near-Infrared Fusion: A State-of-the-Art Solution for Accurate and Efficient Environmental Monitoring. - Owen Tamin; Ervin Gubin Moung; Jamal Ahmad Dargham; Farashazillah Yahya; Ali Farzamnia; Florence Sia; Nur Faraha Mohd Naim; Lorita Angeline (Big Data Cogn. Comput., 2023)

COVID-19 Classification through Deep Learning Models with Three-Channel Grayscale CT Images. - Maisarah Mohd Sufian; Ervin Gubin Moung; Mohd. Hanafi Ahmad Hijazi; Farashazillah Yahya; Jamal Ahmad Dargham; Ali Farzamnia; Florence Sia; Nur Faraha Mohd Naim (Big Data Cogn. Comput., 2023)