Siti Noraini Sulaiman

Orcid: 0000-0002-9545-5651

According to our database1, Siti Noraini Sulaiman authored at least 45 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2024
Improving Hate Speech Detection Using Double-Layers Hybrid CNN-RNN Model on Imbalanced Dataset.
IEEE Access, 2024

Enhancing Lung Cancer Classification: Leveraging Existing Convolutional Neural Networks within a 1D Framework.
Proceedings of the 14th IEEE International Conference on Control System, 2024

Microcalcification Detection for Digital Breast Tomosynthesis Images Using Faster-RCNN.
Proceedings of the 14th IEEE International Conference on Control System, 2024

Impact of Class Labeling on Myocardium Segmentation using Cascaded Deep Learning for Improved Myocardial Infarction Segmentation.
Proceedings of the 14th IEEE International Conference on Control System, 2024

Identification of Lung Lesions in Computed Tomography Scan Images using Machine Learning Techniques.
Proceedings of the 14th IEEE International Conference on Control System, 2024

2023
CNN-Wavelet scattering textural feature fusion for classifying breast tissue in mammograms.
Biomed. Signal Process. Control., May, 2023

Classification of cervical cancer from Pap smear images: a convolutional neural network approach.
Int. J. Intell. Syst. Technol. Appl., 2023

Analysis of Centroid Position to Measure the Distance of People in the Crowd.
Proceedings of the 13th IEEE International Conference on Control System, 2023

A Comparative Performance of Genetic Algorithm and Bayesian Optimization for Hyperparameter Tuning for Mammogram Classification.
Proceedings of the 13th IEEE International Conference on Control System, 2023

Application of Geometric Features on Lung Lesion and Non-Lesion Segmentation.
Proceedings of the 13th IEEE International Conference on Control System, 2023

Optimizing Network Classification Performance by Geometric Transformations on Delayed Enhancement Cardiac Magnetic Resonance Imaging.
Proceedings of the 13th IEEE International Conference on Control System, 2023

Comparative Study between Horn-Schunk and Lucas Kenade Optical Flow Method for Lung Lesion Identification in Computed Tomography Images.
Proceedings of the 13th IEEE International Conference on Control System, 2023

2022
Optimizing the Hyperparameter Tuning of YOLOv5 for Underwater Detection.
IEEE Access, 2022

A Convolutional Neural Network Model for Image Enhancement of Extremely Dense Breast Tissue in Digital Breast Tomosynthesis Images.
Proceedings of the 12th IEEE International Conference on Control System, 2022

A Comparative Study of Unsharp Masking Filters for Enhancement of Digital Breast Tomosynthesis Images.
Proceedings of the 12th IEEE International Conference on Control System, 2022

Cervical Pre-cancerous Cell Image Classification System Using Histogram of Oriented Gradients and K-Nearest Neighbor Algorithms.
Proceedings of the 12th IEEE International Conference on Control System, 2022

A New Regression Method for Diagnosis of Lung Cancer Disease.
Proceedings of the 12th IEEE International Conference on Control System, 2022

2021
Mass Detection in Digital Mammogram Image using Convolutional Neural Network (CNN).
Proceedings of the 11th IEEE International Conference on Control System, 2021

Development of CNN Transfer Learning for Dyslexia Handwriting Recognition.
Proceedings of the 11th IEEE International Conference on Control System, 2021

Underwater Animal Detection Using YOLOV4.
Proceedings of the 11th IEEE International Conference on Control System, 2021

High-level Features in Deeper Deep Learning Layers for Breast Cancer Classification.
Proceedings of the 11th IEEE International Conference on Control System, 2021

2020
Classification of Starfruit Ripeness using Neural Network Technique.
Proceedings of the 10th IEEE International Conference on Control System, 2020

Modelling of Lane Departure Warning System as Car-Driving Assistance using Android-Based System.
Proceedings of the 10th IEEE International Conference on Control System, 2020

Demarcation of Lung Lobes in CT Scan Images for Lung Cancer Detection using Watershed Segmentation.
Proceedings of the ICCAE 2020: 12th International Conference on Computer and Automation Engineering, 2020

Comparison of Different Image Processing Methods with Spatial Information in Clinical Brain MRI.
Proceedings of the 12th International Conference on Bioinformatics and Biomedical Technology, 2020

2019
Image Quality Assessment for Image Segmentation Algorithms: Qualitative and Quantitative Analyses.
Proceedings of the 9th IEEE International Conference on Control System, 2019

Automated Stand-alone Video-based Microsleep Detection System by using EAR Technique.
Proceedings of the 9th IEEE International Conference on Control System, 2019

Image Quality Assessment for Image Filtering Algorithm: Qualitative and Quantitative Analyses.
Proceedings of the 9th IEEE International Conference on Control System, 2019

A Comparative Study of Image Segmentation Technique applied for Lung Cancer Detection.
Proceedings of the 9th IEEE International Conference on Control System, 2019

Energy Consumption Monitoring and Alert System via IoT.
Proceedings of the 7th International Conference on Future Internet of Things and Cloud, 2019

2017
Microbleeds detection using watershed-driven active contour.
Proceedings of the 7th IEEE International Conference on Control System, 2017

Classification and grading of white matter hyperintensity severity by using automated detection.
Proceedings of the 7th IEEE International Conference on Control System, 2017

Design and development of D33 mode piezoelectric acoustic transducer array using PVDF for underwater application.
Proceedings of the 7th IEEE International Conference on Control System, 2017

2015
Switching-based clustering algorithms for segmentation of low-level salt-and-pepper noise-corrupted images.
Signal Image Video Process., 2015

A GA-based feature selection and parameter optimization of an ANN in diagnosing breast cancer.
Pattern Anal. Appl., 2015

Improvement of Features Extraction Process and Classification of Cervical Cancer for the NeuralPap System.
Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

Evaluating Denoising Performances of Fundamental Filters for T2-Weighted MRI Images.
Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

2014
De-noising of noisy MRI brain image using the switching-based clustering algorithm.
Proceedings of the 2014 IEEE International Conference on Control System, 2014

2013
A genetic algorithm-based multi-objective optimization of an artificial neural network classifier for breast cancer diagnosis.
Neural Comput. Appl., 2013

2011
Semi-automated pseudo colour features extraction technique for cervical cancer's pap smear images.
Int. J. Knowl. Based Intell. Eng. Syst., 2011

2010
Denoising-based clustering algorithms for segmentation of low level salt-and-pepper noise-corrupted images.
IEEE Trans. Consumer Electron., 2010

Adaptive fuzzy-K-means clustering algorithm for image segmentation.
IEEE Trans. Consumer Electron., 2010

Performance of neural network architectures: Cascaded MLP versus extreme learning machine on cervical cell image classification.
Proceedings of the 10th International Conference on Information Sciences, 2010

Overlapping cells separation method for cervical cell images.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Pseudo Color Features Extraction technique for cervical cancer of Pap smear images.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010


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