Author

Siti Mariyam Shamsuddin

Director, UTM Big Data Centre. PhD in Artificial Intelligence; BSc and MSc in Mathematics - Cited by 8,268 - Big Data Computing - Pattern Recognition - Soft Computing and Intelligent Graphics Processing

Biography

Dr.Siti Mariyam Shamsuddin is currently a Director of UTM Big Data Centre. She received her Bachelor and Master degree in Mathematics from New Jersey USA, and Phd in Pattern Recognition & Artificial Intelligence from Universiti Putra Malaysia (UPM), MALAYSIA. She has published many journals and conference papers. Her research interests include Big Data Computing, Machine Learning, Soft Computing, Pattern Recognition, Biometrics systems and Intelligent Graphics. She was a Head of R & D Cluster of Engineering and ICT, UTM from 2007 until 2009, Head Department of Computer Graphics and Multimedia from 2001 until 2006.
Title
Cited by
Year
Deep learning-based sentiment classification of evaluative text based on Multi-feature fusion
A Abdi, SM Shamsuddin, S Hasan, J PiranInformation Processing & Management 56 (4), 1245-1259, 2019201
217
2019
A data mining approach to predict academic performance of students using ensemble techniques
SSM Ajibade, NB Ahmad, SM ShamsuddinIntelligent Systems Design and Applications: 18th International Conference …, 2020202
40
2020
A hybrid deep learning architecture for opinion-oriented multi-document summarization based on multi-feature fusion
A Abdi, S Hasan, SM Shamsuddin, N Idris, J PiranKnowledge-Based Systems 213, 106658, 2021202
32
2021
Educational data mining: enhancement of student performance model using ensemble methods
SSM Ajibade, N Bahiah Binti Ahmad, S Mariyam ShamsuddinIOP Conference Series: Materials Science and Engineering 551 (1), 012061, 2019201
31
2019
An heuristic feature selection algorithm to evaluate academic performance of students
SSM Ajibade, NB Ahmad, SM Shamsuddin2019 IEEE 10th Control and System Graduate Research Colloquium (ICSGRC), 110-114, 2019201
30
2019
Handling imbalanced ratio for class imbalance problem using SMOTE
N Noorhalim, A Ali, SM ShamsuddinProceedings of the Third International Conference on Computing, Mathematics …, 2019201
26
2019
Adaptive memetic method of multi-objective genetic evolutionary algorithm for backpropagation neural network
AO Ibrahim, SM Shamsuddin, A Abraham, SN QasemNeural Computing and Applications 31, 4945-4962, 2019201
22
2019
A question answering system in hadith using linguistic knowledge
A Abdi, S Hasan, M Arshi, SM Shamsuddin, N IdrisComputer Speech & Language 60, 101023, 2020202
21
2020
Deep layer CNN architecture for breast cancer histopathology image detection
Z Zainudin, SM Shamsuddin, S HasanThe International Conference on Advanced Machine Learning Technologies and …, 2020202
18
2020
A novel hybrid approach of Adaboostm2 algorithm and differential evolution for prediction of student performance
SSM Ajibade, NBB Ahmad, SM ShamsuddinInternational Journal of Scientific and Technology Research 8 (07), 65-70, 2019201
13
2019
Cloud computing services: Taxonomy of discovery approaches and extraction solutions
F Mohammed, AM Ali, ASAM Al-Ghamdi, F Alsolami, SM Shamsuddin, ...Symmetry (8), 1354, 2020202
12
2020
Automatic sentiment-oriented summarization of multi-documents using soft computing
A Abdi, SM Shamsuddin, S Hasan, J PiranSoft Computing 23, 10551-10568, 2019201
11
2019
Net carbon stocks change in biomass from wood removal of tropical forests in Sarawak, Malaysia
PE Kiat, MA Malek, SM ShamsuddinJournal of King Saud University-Science 32 (1), 1096-1099, 2020202
11
2020
A multi-shape hybrid symmetric encryption algorithm to thwart attacks based on the knowledge of the used cryptographic suite
A Altigani, S Hasan, SM Shamsuddin, B BarryJournal of Information Security and Applications 46, 210-221, 2019201
11
2019
Deep learning for image processing in WEKA environment
Z Zainudin, SM Shamsuddin, S HasanInt. J. Advance Soft Compu. Appl 11 (1), 2074-282, 2019201
10
2019
Stress detection using machine learning and deep learning
Z Zainudin, S Hasan, SM Shamsuddin, S ArgawalJournal of Physics: Conference Series 17 (1), 01201, 2021202
9
2021
Conditional deep convolutional generative adversarial networks for isolated handwritten arabic character generation
IB Mustapha, S Hasan, H Nabus, SM ShamsuddinArabian Journal for Science and Engineering 47 (2), 130-1320, 2022202
9
2022
Artificial intelligence projection model for methane emission from livestock in Sarawak
PE Kiat, MA Malek, SM ShamsuddinSains Malaysiana 4 (7), 1325-1332, 2019201
8
2019
Exploring permissions in android applications using ensemble-based extra tree feature selection
H Abubaker, A Ali, SM Shamsuddin, S HassanIndonesian Journal of Electrical Engineering and Computer Science 19 (1 …, 2020202
8
2020
Backpropagation neural network based on local search strategy and enhanced multi-objective evolutionary algorithm for breast cancer diagnosis
AO Ibrahim, SM Shamsuddin, AY Saleh, A Ahmed, MA Ismail, S KasimInternational Journal on Advanced Science, Engineering and Information …, 2019201
7
2019

Referred From: https://scholar.google.com/citations?user=eS7B0swAAAAJ&hl=en

Cited by
Citations 8268
h-index 41
i10-index 168
Recommended Journals
Open Access Journals