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FACULTY OF COMPUTER SYSTEMS & SOFTWARE ENGINEERING (FSKKP)

suryanti
Staff Information
Dr. Suryanti Awang
Senior Lecturer
09-5492120
suryanti@ump.edu.my
Soft Computing & Intelligent Systems (SPINT)
Pattern Recognition, Soft Computing, Machine Learning
Artificial Intelligence
Computational Intelligence
https://scholar.google.com/citations?user=I7IPoVEAAAAJ&hl=en
A2, Level 1, B1-02-01

Educational Background

PhD in Electrical Engineering - Universiti Teknologi Malaysia
Master of Computer Science - Universiti Teknologi Malaysia
Bachelor (Honors) in Computer Science - Universiti Teknologi Malaysia
Graduate Technologist - Malaysia Board of Technologists (MBOT)
Malaysian Technical Standards Forum Bhd (MTSFB)
International Computer Science and Engineering Scociety (ICSES)

Research

Pattern Recognition
Machine Learning
Computational Intelligence
Soft Computing
Artificial Intelligence
- Framework for Serious Game with Intelligent Decision Support System (SG-iDSS) in Health Care (FRGS)
- Need Based Modeling and Projections of Health Human Resources (Kementerian Kesihatan Malaysia)
- An Improve for Arabic OCR Based On Machine Learning (PGRS)
- Enhancement of Fingerprint Image Security Based On The Enhanced Watermarking Technique (UMP)
- Recognition of Malaysian Vehicle Types using Deep Learning Method (UMP)
- Descriptor for Face Pattern Recognition Based On Novel Methods (PGRS)
- Multimodal Biometrics System: Fusion of Face and Dynamic Signature at Feature Level for Authentication System (UMP)
- 3D Human Movement (Walking) Modeling Using Neural Network (UMP)
- Heavy precipitation forecasting using hybrid Artificial Neural Network (ANN) and Auto Regressive Integrated Moving Average (ARIMA) (UMP)
- Speckle Noise Reduction Method Based On FuzzyApproach For Synthetic Aperture Radar Image (FRGS)
- A Hybrid Algorithm of Random Forest And Support Vector Machine (Rf-Svm) To Select Informative Genes For Higher Classification Accuracy Of Cancer Microarray Data (UMP)
- Dynamic Vehicle Routing Plan (VRP) Based on Actual Waste Produced by Service Center using Intelligent Technique (UMP)
- Development of A Ground-Based Interferometetry Synthetic Aperture Radar Data processing for Landslide Monitoring (UMP)
- The identification of Brain Activity Pattern from functional Magnetic Resonance Imaging (fMRI) Data using Computational Method (UMP)
- A Study and Development of Internet Literacy Self-Learning Toolkit: Enhancement using Multi Dialect in Voice Assisted Instruction (UMP)
- Musk Lime Clarification Base on Color Image Processing (UMP)
- Designing a New Discriminative Texture Image Descriptor for Texture, Scene and Medical Image Classification (UMP)
- A Study of Examination Timetable Problem on Overall Satisfaction Open Implementing Open Registration in UMP (UMP)
- Automated Suspicious Activities Detection System using Object Movement Detection (UMP)
- Designing a New Discriminative Texture Image Descriptor for Texture, Scene and Medical Image Classification (UMP)
1. Vehicle Type Classification using Convolutional Neural Network

Supervision

Co-Supervisor:
1. SAM YIN YEE: 2017-ongoing
"Face Recognition Using Completed Local Ternary Pattern (CLTP) Texture Descriptor"
Main Supervisor:
1. NOR `AQILAH BINTI MISMAN: 2017-ongoing
"Vehicle Type Recognition Using Combination of Region Based and Convolutional Neural Network With Neural Augmentation"

2. NUR SYAFIQAH BINTI MOHD NAFIS: 2017-ongoing
"Embedded Feature Selection Technique for High-Dimensional Textual Data Classification using Support Vector Machine-Recursive Feature Elimination With Termfrequency- Inverse Document Frequency"

3. AHMED ALI MOHAMMED AL-SAFFAR: 2016-ongoing
"Malay Sentiment Analysis Based On Combined Classification Approaches and Senti-Lexicon Algorithm"

4. MOHAMMED AHMED TALAB: 2015-ongoing
"Enhancement EDMS-Gabor for Low Resolution Face Recognition In The Uncontrolled Environments"

5. MOHAMED LEBCIR: 2017-ongoing
"Robust Blind Watermarking Approach Against the Geometric Attacks for Fingerprint Image Using DTCWT-DCT Without Corrupting Minutiae"

Co-Supervisor:

Publications

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"Sparse-Filtered Convolutional Neural Networks with Layer-Skipping (SF-CNNLS) for Intra-Class Variation of Vehicle Type Recognition" - Advances in Parallel Computing, IOS Press, 2017.

Database System
Programming Technique (MOOC Malaysia)
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Ardhi W Santoso, Suryanti Awang, Ngahzaifa Ab Ghani, Luhur Bayuaji, Dwi Pebrianti, Jasni M Zain, Performance of Various Speckle Reduction Filters on Synthetic Aperture Radar Image 4th International Conference on Software Engineering & Computer Systems (ICSECS 2015), 19-21 August 2015, Pahang, Malaysia. (IEEE indexed)

Taha H. Rassem, Bee Ee Khoo, Luhur Bayuaji, Nasrin M. Makbol, Suryanti Awang, “Object and scene category recognition using a combination of dense color SIFT descriptors” International Conference on Computer and Automation Engineering 2015, 24-25 April 2015, Penang, Malaysia

Awang, S., and Yusof, R., (2014). A Survey on Feature Level Fusion of Multimodal Biometrics System. IEEE Symposium on Computers & Informatics (ISCI 2014). 28-29 September 2014, Sabah, Malaysia. pp 113-118.

Suryanti Awang, Rubiyah Yusof, Mohamad Fairol Zamsuri, Reza Arfa. 2013. Feature Level Fusion of Face and Signature using a Modified Feature Selection Technique. Proceeding of The 9th IEEE International Conference on Signal and Image Technology, Kyoto, Japan.

Awang, S., and Yusof, R. (2011). Fusion of Face and Signature at the Feature Level by using Correlation Pattern Recognition. World Academy of Science, Engineering and Technology. vol.59.

Suryanti Awang, Mohamad Fairol, Marzuki Khalid, Rubiyah Yusof. 2009. Generating University Timetable by using the Combination of Heuristic and Random Selection, Proceeding of The 2nd IEEE International Conference on Computer Science and Information Technology, Beijing, China.

W. M. Syahrir, Suryanti Awang. 2009. Color Grading in Tomato Maturity Estimator using Image Processing Technique, Proceeding of The 2nd IEEE International Conference on Computer Science and Information Technology, Beijing, China.

Noraziah Ahmad, Suryanti Awang, Nurshabah Yalah, Norazaliza Mohd Jamil. 2008. Block Segmentation In Cross Stitch Application, Proceeding of The 2008 International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES 2008),Dalian, China, Vol 2, pp: 254-257.

W.M. Syahrir, Suryanti Awang, Tan Chee Yong. 2007. Finding the Optimum Population and Generation Size in GAs using T-SAs Agent, Proceeding of Malaysia-Japan International Symposium on Advanced Technology, Kuala Lumpur.

W.M. Syahrir, Suryanti Awang, C. Connsynn. 2007. Egg’s Bloodspot Detection Using Image Processing, Proceeding of International Conference on Innovative Computing, Information and Control (ICICIC2007), Kumamoto, Japan.

Suryanti Awang. 2006. Neural Network: The Alternative in Producing a Simple Movement in Human Animation, Proceeding of 3rd International Conference on Artificial Intelligence in Engineering and Technology, Kota Kinabalu, Sabah.

Suryanti Awang, Siti Mariyam Shamsuddin. 2006. 3D Human Movement Modeling Using Neural Network. Proceeding of the International Conference onComputing and Informatics, Legend Hotel, 6th -8th June.

Zalili Musa, Dzulkifli Mohamad, Suryanti Awang, Nor Anita Fairos Ismail. 2006. Defect Detection On Textile Using Object Classification, Proceeding of Proceeding of the 4th International Conference on Computer Graphics and Interactive Techniques in Australasia and South-East Asia (GRAPHITE 2006), 29/11-2/12 KLCC.

Suryanti Awang, Aziman Abdullah, Tuty Asmawaty, Azma Abdullah, Mohd Fairuz Ramli. 2006. Issues and Challenges of E-Learning Implementation in Higher Learning Education. Proceeding of International Conference on ICT for Muslim World (ICT4M 2006), 21/11-23/11, Hilton Hotel.

Mohd Fairuz Ramli, Suryanti Awang. 2006. Digital Image Analysis for Industry. Proceeding of Computer Science & Mathematics Symposium (CSMS 2006) 8/11-9/11, KUSTEM.

Mohd Nizam Kahar, Norazaliza Mohd Jamil, Suryanti Awang. 2006. A Satisfaction Survey On KUKTEM Automated Examination Scheduling. Proceeding of COSTAM, KL.

Mohd Nizam Kahar, Norazaliza Mohd Jamil, Suryanti Awang. 2006. A Satisfaction Survey On KUKTEM Automated Course Scheduling. Proceeding of COSTAM, KL.

Noorhuzaimi@Karimah Mohd Noor, Suryanti Awang, Mohamed Ariff Ameedeen, Jasni Mohamed Zain, Mazlina Abdul Majid. 2006. Kestabilan Rangkaian Komputer Dalam Proses Pembelajaran E-Learning: Kajian Kes (Kuktem E-Learning). Prosiding Konvensyen Teknologi Pendidikan ke 19, 9/9-11/9, Pulau Pinang.

Suryanti Awang, Mohd Azwan, Khairul Anwar Ajid, Noorhuzaimi@Karimah Mohd Noor. 2006. Penilaian Esei Secara Berkomputer: Satu Inovasi Terhadap Pengajaran dan Pembelajaran. Prosiding Konvensyen Teknologi Pendidikan ke 19, 9/9-11/9, Pulau Pinang.

Suryanti Awang, Aziman Abdullah, Tuty Asmawaty, Azma Abdullah, Mohd Fairuz Ramli. 2005. ICT: Senario dan Cabaran dalam Pendidikan , Prosiding ICT Dalam Pendidikan 2005, Kuala Lumpur.

Suryanti Awang, Aziman Abdullah, Tuty Asmawaty, Azma Abdullah, Mohd Fairuz Ramli. 2005. Isu dan Permasalahan dalam Implementasi Pembelajaran Elektronik, Prosiding ICT Dalam Pendidikan 2005, Kuala Lumpur.
A Al-Saffar, S Awang, H Tao, N Omar, W Al-Saiagh, M Al-bared, Malay sentiment analysis based on combined classification approaches and Senti-lexicon algorithm, PloS one 13 (4), ISI (Q1), e0194852, 2018.

S Awang, NMAN Azmi, Automated Toll Collection System based on Vehicle Type Classification using Sparse-Filtered Convolutional Neural Networks with Layer-Skipping Strategy (SF-CNNLS) Journal of Physics: Conference Series 1061 (1), Scopus, 012009, 2018

Suryanti Awang, Nik Mohamad Aizuddin Nik Azmi, Vehicle Counting System Based on Vehicle Type Classification Using Deep Learning Method, IT Convergence and Security, Springer, vol 1, pp 52-59, Scopus, 2018.

Nor ‘Aqilah Misman, Suryanti Awang, Camera-based Vehicle Recognition Methods and Techniques: Systematic Literature Review, Advanced Science Letters 24 (10), 7623-7629, 2018

Nur Syafiqah, Suryanti Awang, Challenges and Issues in Unstructured Big Data: A Systematic Literature Review, Advanced Science Letters 24 (10), 7716-7722, 2018

S Ngah, RA Bakar, S Awang, Indoor Positioning Using Artificial Neural Network with Field Programmable Gate Array Implementation, Advanced Science Letters 24 (10), 7598-7601, 2018

S Awang, Junaida Sulaiman, Noorhuzaimi@Karimah Mohd Noor, Comparison of Accuracy Performance based on Normalization Techniques for the Features Fusion of Face and Online Signature, Advanced Science Letters, 2017.

Junaida Sulaiman, S Awang, The Assimilation of Multi-Type Information for Seasonal Precipitation Forecasting Using Modular Neural Network, Advanced Science Letters, 2017.

Suryanti Awang, Nik Mohamad Aizuddin Nik Azmi, Sparse-Filtered Convolutional Neural Networks with Layer-Skipping (SF-CNNLS) for Intra-Class Variation of Vehicle Type Recognition, Advances in Parallel Computing, IOS Press, (31), 194-217, 2017.

Ardhi W Santoso, Suryanti Awang, Ngahzaifa Ab Ghani, Luhur Bayuaji, Dwi Pebrianti, Jasni M Zain, Comparison Of Various Speckle Noise Reduction Filters On Synthetic Aperture Radar Image, Malaysian Journal of Computer Science, Special 2016.

ALS Ahmed, S Bilal, H Tao, BA Suryanti, BAM Mazlina, ALS Wafaa, Sentiment Analysis in Arabic Social Media Using Association Rule Mining, Journal of Engineering and Applied Sciences 11 (14), 3239-3247

Taha H. Rassem, Bee Ee Khoo, Luhur Bayuaji, Nasrin M. Makbol, Suryanti Awang. (2015). Object and Scene Category Recognition Using a Combination of Dense Color SIFT Descriptors. Australian Journal of Basic and Applied Sciences, 9(12) Special 2015, Pages: 93-103. (Scopus Index)

Awang, S., Yusof, R., and Arfa, R., (2012). Multimodal Biometrics System: Feature Level Fusion of Physical and Behavioral Biometric to improve identity recognition. Letter of Innovative Computing, Information and Control. 6(2). 543-548.

Suryanti Awang, Rubiyah Yusof, Reza Arfa. 2011. Multimodal Biometrics System Feature Level Fusion of Physical and Behavioral Biometric to improve identity recognition. Letter of Innovative Computing, Information and Control.

Reza Arfa, Suryanti Awang, Rubiyah Yusof. 2011. Fusion of Eigenface and Fisherface for Face Verification. 2011. Letter of Innovative Computing, Information and Control.

Suryanti Awang, Rubiyah Yusof. 2011. Fusion of Face and Signature at the Feature Level by Using Correlation Pattern Recognition. Journal of World Academy of Science, Engineering and Technology.

Muhammad Furqan, Abdullah Embong, Suryanti Awang, Santi W.Purnami, Sajadin Sembiring. 2009. Smooth Support Vector Machine For Face Recognition Using Principal Component Analysis. Journal of Green Engineering.

Others

Head of Master Program
Programming Techniques
Data Structure and Algorithm
Object Oriented Programming
Computer Graphics
Master Project
Image Processing
Systems Analysis and Design
Data Communication
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1. Excellence Government Service (APC), 20017.
2. Gold Medal (Intelligent Vehicle Type Recognition System using Deep Learning Method), CITREX, 2018.
3. Silver Medal (Tuning of PID Controller Parameters of Automatic Voltage Regulators), ITEX, 2017
4. Gold Medal (Tuning PID Controller Parameters of Automatic Voltage Regulator using African Buffalo Optimization Algorithm), CITREX 2017.
5. Silver Medal (A Novel Authentication Intelligent System), MTE, 2017
6. Gold Medal (Fusion of Face and Dynamic Signature for User Authentication System), CITREX 2016.
7. Silver Medal (Certificate Authentication System using QR Code), CITREX 2015.
8. Gold Medal (Vehicle Counting System), CITREX 2014.
9. Excellence Government Service (APC), 2007.
10. Silver Medal (3D Human Movement (Walking) Modeling Using Neural Network),Local Higher Learning Institute Exhibition (IPTA Exhibition 2005, PWTC, KL.)

 

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Universiti Malaysia Pahang
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