Siti Noraini Sulaiman

44 papers B 2C 2Journal 10Unranked 30

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Enhancing Lung Cancer Classification: Leveraging Existing Convolutional Neural Networks within a 1D Framework. ICCSCE Nurul Najiha Jafery, Siti Noraini Sulaiman, Muhammad Khusairi Osman, Noor Khairiah A. Karim, Zainal Hisham Che Soh
2024	—	`conf`	Impact of Class Labeling on Myocardium Segmentation using Cascaded Deep Learning for Improved Myocardial Infarction Segmentation. ICCSCE Dayang Suhaida Binti Awang Damit, A'Isyah Nadiyah Hilmi, Siti Noraini Sulaiman, Muhammad Khusairi Osman, Noor Khairiah A. Karim, Nor Adni Mat Leh
2024	J	`jnl`	Improving Hate Speech Detection Using Double-Layers Hybrid CNN-RNN Model on Imbalanced Dataset. IEEE Access Slamet Riyadi, Annisa Divayu Andriyani, Siti Noraini Sulaiman
2024	—	`conf`	Microcalcification Detection for Digital Breast Tomosynthesis Images Using Faster-RCNN. ICCSCE Nur Athiqah Harron, Siti Noraini Sulaiman, Muhammad Afiq Iqmal Mohammad Nizam, Noor Khairiah A. Karim, Adi Izhar Che Ani, Syafiqah Aqilah Saifudin
2023	—	`conf`	A Comparative Performance of Genetic Algorithm and Bayesian Optimization for Hyperparameter Tuning for Mammogram Classification. ICCSCE Noor Fadzilah Razali, Iza Sazanita Isa, Siti Noraini Sulaiman, Noor Khairiah A. Karim, Muhammad Khusairi Osman, Zainal Hisham Che Soh, Zakiah Mohd Yusoff
2023	—	`conf`	Analysis of Centroid Position to Measure the Distance of People in the Crowd. ICCSCE Slamet Riyadi, Cahya Damarjati, Hesti Media Tama, Siti Noraini Sulaiman
2023	—	`conf`	Application of Geometric Features on Lung Lesion and Non-Lesion Segmentation. ICCSCE Nurul Najiha Jafery, Siti Noraini Sulaiman, Muhammad Khusairi Osman, Noor Khairiah A. Karim, Zainal Hisham Che Soh, Mohd Firdaus Abdullah, Iza Sazanita Isa
2023	J	`jnl`	CNN-Wavelet scattering textural feature fusion for classifying breast tissue in mammograms. Biomed. Signal Process. Control. Noor Fadzilah Razali, Iza Sazanita Isa, Siti Noraini Sulaiman, Noor Khairiah A. Karim, Muhammad Khusairi Osman
2023	J	`jnl`	Classification of cervical cancer from Pap smear images: a convolutional neural network approach. Int. J. Intell. Syst. Technol. Appl. Siti Noraini Sulaiman, Ajmal Hadi Ahmad Hishamuddin, Iza Sazanita Isa, Muhammad Khusairi Osman, Zainal Hisham Che Soh
2023	—	`conf`	Comparative Study between Horn-Schunk and Lucas Kenade Optical Flow Method for Lung Lesion Identification in Computed Tomography Images. ICCSCE Mohd Firdaus Abdullah, Siti Noraini Sulaiman, Muhammad Khusairi Osman, Noor Khairiah A. Karim, Adi Izhar Che Ani, Dayang Suhaida Binti Awang Damit
2023	—	`conf`	Optimizing Network Classification Performance by Geometric Transformations on Delayed Enhancement Cardiac Magnetic Resonance Imaging. ICCSCE Dayang Suhaida Binti Awang Damit, Siti Noraini Sulaiman, Muhammad Khusairi Osman, Noor Khairiah A. Karim, Belinda Chong Chiew Meng, Mohd Firdaus Abdullah
2022	—	`conf`	A Comparative Study of Unsharp Masking Filters for Enhancement of Digital Breast Tomosynthesis Images. ICCSCE Syafiqah Aqilah Saifudin, Siti Noraini Sulaiman, Noor Khairiah A. Karim, Muhammad Khusairi Osman, Iza Sazanita Isa, Nur Athiqah Harron
2022	—	`conf`	A Convolutional Neural Network Model for Image Enhancement of Extremely Dense Breast Tissue in Digital Breast Tomosynthesis Images. ICCSCE Siti Noraini Sulaiman, Muhammad Hanzalah Normazli, Nur Athiqah Harron, Noor Khairiah A. Karim, Khairul Azman Ahmad, Zainal Hisham Che Soh
2022	—	`conf`	A New Regression Method for Diagnosis of Lung Cancer Disease. ICCSCE Nurul Najiha Jafery, Siti Noraini Sulaiman, Muhammad Khusairi Osman, Noor Khairiah A. Karim, Mohd Firdaus Abdullah, Iza Sazanita Isa
2022	—	`conf`	Cervical Pre-cancerous Cell Image Classification System Using Histogram of Oriented Gradients and K-Nearest Neighbor Algorithms. ICCSCE Yessi Jusman, Maryza Intan Rahmawati, Siti Noraini Sulaiman
2022	J	`jnl`	Optimizing the Hyperparameter Tuning of YOLOv5 for Underwater Detection. IEEE Access Iza Sazanita Isa, Mohamed Syazwan Asyraf Bin Rosli, Umi Kalsom Yusof, Mohd Ikmal Fitri Maruzuki, Siti Noraini Sulaiman
2021	—	`conf`	Development of CNN Transfer Learning for Dyslexia Handwriting Recognition. ICCSCE Mohamed Syazwan Asyraf Bin Rosli, Iza Sazanita Isa, Siti Azura Ramlan, Siti Noraini Sulaiman, Mohd Ikmal Fitri Maruzuki
2021	—	`conf`	High-level Features in Deeper Deep Learning Layers for Breast Cancer Classification. ICCSCE Noor Fadzilah Razali, Iza Sazanita Isa, Siti Noraini Sulaiman, Noor Khairiah A. Karim, Muhammad Khusairi Osman
2021	—	`conf`	Mass Detection in Digital Mammogram Image using Convolutional Neural Network (CNN). ICCSCE Siti Noraini Sulaiman, Nur Athirah Hassan, Iza Sazanita Isa, Mohd Firdaus Abdullah, Zainal Hisham Che Soh, Yessi Jusman
2021	—	`conf`	Underwater Animal Detection Using YOLOV4. ICCSCE Mohamed Syazwan Asyraf Bin Rosli, Iza Sazanita Isa, Mohd Ikmal Fitri Maruzuki, Siti Noraini Sulaiman, Ibrahim Ahmad
2020	—	`conf`	Classification of Starfruit Ripeness using Neural Network Technique. ICCSCE Khairul Azman Ahmad, Noramalina Abdullah, Muhammad Khusairi Osman, Siti Noraini Sulaiman, Mohd Firdaus Abdullah, Zakaria Hussain
2020	—	`conf`	Comparison of Different Image Processing Methods with Spatial Information in Clinical Brain MRI. ICBBT Iza Sazanita Isa, Mohamad Khairul Faizi Mat Saad, Muhammad Haris Khusairi Mohmad Kadir, Ahmad Afifi Ahmad Afandi, Noor Khairiah A. Karim, Siti Noraini Sulaiman
2020	—	`conf`	Demarcation of Lung Lobes in CT Scan Images for Lung Cancer Detection using Watershed Segmentation. ICCAE Nur Najihah Sofia Mohd Marzuki, Iza Sazanita Isa, Noor Khairiah A. Karim, Ibrahim Lutfi Shuaib, Zainal Hisham Che Soh, Siti Noraini Sulaiman
2020	—	`conf`	Modelling of Lane Departure Warning System as Car-Driving Assistance using Android-Based System. ICCSCE Mohamad Syafiq Abdullah, Siti Noraini Sulaiman, Khairul Azman Ahmad, Iza Sazanita Isa
2019	—	`conf`	A Comparative Study of Image Segmentation Technique applied for Lung Cancer Detection. ICCSCE Mohd Firdaus Abdullah, Muhammad Safwan Mansor, Siti Noraini Sulaiman, Muhammad Khusairi Osman, Nur Najihah Sofia Mohd Marzuki, Iza Sazanita Isa, Noor Khairiah A. Karim, Ibrahim Lutfi Shuaib
2019	—	`conf`	Automated Stand-alone Video-based Microsleep Detection System by using EAR Technique. ICCSCE Mohd Arif Ngasri, Iza Sazanita Isa, Siti Noraini Sulaiman, Zainal Hisham Che Soh
2019	—	`conf`	Energy Consumption Monitoring and Alert System via IoT. FiCloud Zainal Hisham Che Soh, Irni Hamiza Hamzah, Syahrul Afzal Che Abdullah, Mohd Affandi Shafie, Siti Noraini Sulaiman, Kamarulazhar Daud
2019	—	`conf`	Image Quality Assessment for Image Filtering Algorithm: Qualitative and Quantitative Analyses. ICCSCE Muhamad Hafiz Ishak, Nur Najihah Sofia Mohd Marzuki, Mohd Firdaus Abdullah, Zainal Hisham Che Soh, Iza Sazanita Isa, Siti Noraini Sulaiman
2019	—	`conf`	Image Quality Assessment for Image Segmentation Algorithms: Qualitative and Quantitative Analyses. ICCSCE Syed Zakwan Syed Zaini, Nur Najihah Sofia, Mohd Marzuki, Mohd Firdaus Abdullah, Khairul Azman Ahmad, Iza Sazanita Isa, Siti Noraini Sulaiman
2017	—	`conf`	Classification and grading of white matter hyperintensity severity by using automated detection. ICCSCE Iza Sazanita Isa, Siti Noraini Sulaiman, Noritawati Md Tahir, Mohd Firdaus Abdullah, Zainal Hisham Che Soh, Muzaimi Mustapha, Noor Khairiah A. Karim
2017	—	`conf`	Design and development of D33 mode piezoelectric acoustic transducer array using PVDF for underwater application. ICCSCE Khairul Azman Ahmad, Mohamad Faizal Abdul Rahman, Zakaria Hussain, Muhammad Khusairi Osman, Siti Noraini Sulaiman, Mohd Firdaus Abdullah, Noramalina Abdullah, Asrulnizam Bin Abd Manaf
2017	—	`conf`	Microbleeds detection using watershed-driven active contour. ICCSCE Amin Sabirin Tajudin, Siti Noraini Sulaiman, Iza Sazanita Isa, Zainal Hisham Che Soh, Noor Khairiah A. Karim, Ibrahim Lutfi Shuaib
2015	J	`jnl`	A GA-based feature selection and parameter optimization of an ANN in diagnosing breast cancer. Pattern Anal. Appl. Fadzil Ahmad, Nor Ashidi Mat Isa, Zakaria Hussain, Muhammad Khusairi Osman, Siti Noraini Sulaiman
2015	B	`conf`	Evaluating Denoising Performances of Fundamental Filters for T2-Weighted MRI Images. KES Iza Sazanita Isa, Siti Noraini Sulaiman, Muzaimi Mustapha, Sailudin Darus
2015	B	`conf`	Improvement of Features Extraction Process and Classification of Cervical Cancer for the NeuralPap System. KES Siti Noraini Sulaiman, Nor Ashidi Mat Isa, Nor Hayati Othman, Fadzil Ahmad
2015	J	`jnl`	Switching-based clustering algorithms for segmentation of low-level salt-and-pepper noise-corrupted images. Signal Image Video Process. Siti Noraini Sulaiman, Nor Ashidi Mat Isa, Intan Aidha Yusoff, Fadzil Ahmad
2014	—	`conf`	De-noising of noisy MRI brain image using the switching-based clustering algorithm. ICCSCE Siti Noraini Sulaiman, Siti Mastura Che Ishak, Iza Sazanita Isa, Norhazimi Hamzah
2013	J	`jnl`	A genetic algorithm-based multi-objective optimization of an artificial neural network classifier for breast cancer diagnosis. Neural Comput. Appl. Fadzil Ahmad, Nor Ashidi Mat Isa, Zakaria Hussain, Siti Noraini Sulaiman
2011	J	`jnl`	Semi-automated pseudo colour features extraction technique for cervical cancer's pap smear images. Int. J. Knowl. Based Intell. Eng. Syst. Siti Noraini Sulaiman, Nor Ashidi Mat Isa, Nor Hayati Othman
2010	J	`jnl`	Adaptive fuzzy-K-means clustering algorithm for image segmentation. IEEE Trans. Consumer Electron. Siti Noraini Sulaiman, Nor Ashidi Mat Isa
2010	J	`jnl`	Denoising-based clustering algorithms for segmentation of low level salt-and-pepper noise-corrupted images. IEEE Trans. Consumer Electron. Siti Noraini Sulaiman, Nor Ashidi Mat Isa
2010	C	`conf`	Overlapping cells separation method for cervical cell images. ISDA Siti Noraini Sulaiman, Nor Ashidi Mat Isa, Intan Aidha Yusoff, Nor Hayati Othman
2010	—	`conf`	Performance of neural network architectures: Cascaded MLP versus extreme learning machine on cervical cell image classification. ISSPA Intan Aidha Yusoff, Nor Ashidi Mat Isa, Nor Hayati Othman, Siti Noraini Sulaiman, Yessi Jusman
2010	C	`conf`	Pseudo Color Features Extraction technique for cervical cancer of Pap smear images. ISDA Siti Noraini Sulaiman, Nor Ashidi Mat Isa, Nor Hayati Othman, Norhayati Mohamad Noor