Profesor Madya Ts. Dr. Suryanti Binti Awang
suryanti@umpsa.edu.my
094315528
IJAZAH KEDOKTORAN (DOCTORAL DEGREE)(2015)
Kejuruteraan Elektrik & Elektronik
Universiti Teknologi Malaysia (Skudai)
IJAZAH SARJANA (MASTERS DEGREE)(2005)
Sains
Universiti Teknologi Malaysia (Skudai)
Sarjana Muda dengan Kepujian(2002)
Sains Komputer
Universiti Teknologi Malaysia (Skudai)
Biography
I am an Associate Professor at Faculty of Computing, Universiti Malaysia Pahang and has teaching experience since 2005. My research interests are in Machine Learning and Artificial Intelligence. I have implemented Machine Learning in many domain problems including Pattern Recognition and Text Classification as shown in my list of publications and research projects.
Previoulsy, I was the Head of Master Program, for 4 years from 2016-2020 and the Head of Graphics & Multimedia Program for 2 years from 2007-2009. Currently, I am a member in Machine Intelligence Research Group.
I am commited in publishing papers to share the findings of my research. Therefore, I have published papers in high impact international journals and conference proceedings. Moreover, I actively participate in research competitions and have won many Gold Medal in CITEX and MTE, and Silver Medal in ITEX.
Current Progress
Expertise
| No | Code | Subject |
|---|---|---|
| 1 | DCS1053 | PROGRAMMING TECHNIQUES |
| 2 | BCS1023 | PROGRAMMING TECHNIQUES |
| 3 | BCI2313 | ALGORITHM & COMPLEXITY |
| 4 | KUK1213 | COMPUTER PROGRAMMING FOR ENGINEERS |
| 5 | BCI1093 | DATA STRUCTURE & ALGORITHMS |
| 6 | BCM2053 | COMPUTER GRAPHICS |
| 7 | BCI1023 | PROGRAMMING TECHNIQUES |
| 8 | MCC2039 | FINAL PROJECT |
| 9 | BCI1103 | COMPUTER PROGRAMMING |
| 10 | DCI1023 | PROGRAMMING TECHNIQUES |
| 11 | MCC2029 | MASTER PROJECT |
| No. | Title | Role | Start Date | End date | Agency | Grant Amount(RM) | Status |
|---|---|---|---|---|---|---|---|
| 1 | A Formulation Of Hybrid Dynamic Configurable Deep Neural Network With Neuroevolution Optimization Technique To Obtain Optimal Model For Image-Based Pattern Recognition Systems | Leader | 15-MAY-2024 | 14-MAY-2026 | PENYELIDIKAN UNGGUL | 41,100.00 | On-Going |
| 2 | Provision Of Integrated Ekaloka System (Camorang Video Forensics Management) Development For Cybersecurity Malaysia | Leader | 01-MAR-2024 | 31-AUG-2024 | INDUSTRI | 25,000.00 | On-Going |
| 3 | Pembangunan Modul E-Personal Untuk Sistem E-Zid Pusat Kutipan Zakat Pahang | Leader | 01-JUN-2022 | 31-MAR-2023 | INDUSTRI | 28,000.00 | - |
| 4 | A New Embedded Feature Selection Technique Using Support Vector Machine-Recursive Feature Elimination (Svm-Rfe) With Term Frequency-Inverse Document Frequency (Tf-Idf) For Unstructured Text Classification | Leader | 01-SEP-2019 | 31-MAY-2022 | FRGS | 67,200.00 | - |
| 5 | A Machine Learning Based Fingerprint Extraction Technique From Umpir For Ump Researcher Profiling | Leader | 01-SEP-2019 | 30-NOV-2022 | FLAGSHIP UMP | 87,800.00 | - |
| 6 | Robust Blind Watermarking Approach Against The Geometric Attacks For Fingerprint Image Using Dtcwt-Dct Without Corrupting Minutiae | Leader | 15-MAR-2019 | 14-MAR-2021 | PGRS | 3,500.00 | - |
| 7 | Vehicle Type Recognition Using Convolutional Neural Network With Data Augmentation | Leader | 15-MAR-2019 | 14-MAR-2021 | PGRS | 3,500.00 | - |
| 8 | Svm-Rfe With Tf-Idf Embedded Feature Selection Approach For Text Classification | Leader | 15-MAR-2019 | 14-MAR-2021 | PGRS | 3,500.00 | - |
| 9 | Enhancement Of Sparse-Filtered Convolutional Neural Network With Layer-Skipping Strategy Method In Feature Selection Phase For Vehicle Type Classification | Leader | 15-MAR-2019 | 14-JUN-2021 | GERAN DALAM | 37,800.00 | - |
| 10 | Enhancement Of Fingerprint Image Security Based On The Enhanced Watermarking Technique | Leader | 15-APR-2018 | 14-JUL-2020 | GERAN DALAM | 20,000.00 | - |
| 11 | Dscriptor For Face Pattern Recognication Based On Novel Methods | Leader | 01-MAR-2018 | 28-FEB-2021 | PGRS | 3,500.00 | - |
| 12 | An Improve For Arabic Ocr Based On Machine Learning | Leader | 01-MAR-2018 | 28-FEB-2021 | PGRS | 3,500.00 | - |
| 13 | Recognition Of Malaysian Vehicle Types Using Deep Learning Method | Leader | 29-JUN-2016 | 28-JUN-2018 | GERAN DALAM | 33,000.00 | - |
| 14 | Multimodal Biometrics System: Fusion Of Face And Dynamic Signature At Feature Level For Authentication System | Leader | 25-JUN-2013 | 24-DEC-2015 | GERAN DALAM | 13,300.00 | - |
| 15 | 3d Human Movement (Walking) Modeling Using Neural Network. | Leader | 15-JUL-2005 | 14-JUL-2006 | FRGS | 0.00 | - |
| 16 | Improving Sentiment Classification For Burnout Employees Using Recursive Feature Elimination (Rfe) And Deep Learning As Feature Selection Using Social Media Post (Uic241511) | Member | 22-APR-2024 | 21-APR-2025 | PADANAN ANTARABANGSA | 15,000.00 | On-Going |
| 17 | Improving Sentiment Classification For Burnout Employees Using Recursive Feature Elimination (Rfe) And Deep Learning As Feature Selection Using Social Media Post (Rdu242709) | Member | 22-APR-2024 | 21-APR-2025 | ANTARABANGSA | 15,000.00 | On-Going |
| 18 | Provision Of Integrated Ekaloka System (Camorang Video Forensics Management) Development For Cybersecurity Malaysia | Member | 01-MAR-2024 | 31-AUG-2024 | INDUSTRI | 20,000.00 | On-Going |
| 19 | An Application Of Artificial Intelligence For Enhancing Classification And Anime Generation For Innovative Technology Solutions | Member | 15-FEB-2024 | 14-FEB-2025 | ANTARABANGSA | 14,352.00 | On-Going |
| 20 | Non-Predictive Measure Feature Selection Technique Using Tf-Idf And Thresholding For Burnout Employee Classification. | Member | 25-DEC-2023 | 24-DEC-2025 | GERAN DALAM | 31,900.00 | On-Going |
| 21 | A Fraud Detection Model For Instructor'S Evaluation Based On Semantic Keyword Extraction Using Machine Learning | Member | 01-NOV-2023 | 31-OCT-2025 | GERAN DALAM | 28,500.00 | On-Going |
| 22 | Machine Learning Modelling And Prediction Of Photocatalytic Co2 Reduction Reactivity And Mechanism From Mxenes Quantum Dots-Graphitic Carbon Nitride Photocatalyst | Member | 01-OCT-2023 | 30-SEP-2026 | FRGS | 131,581.00 | On-Going |
| 23 | Automated Product Counting And Real-Time Dashboard For Kaneka Production (Uic220825) | Member | 22-DEC-2022 | 21-DEC-2023 | PADANAN INDUSTRI | 24,000.00 | - |
| 24 | Automated Product Counting And Real-Time DashboardFor Kaneka Production (Rdu222408) | Member | 22-DEC-2022 | 21-DEC-2023 | INDUSTRI | 24,000.00 | - |
| 25 | Outdoor Multi-Objects Occlusion Detection Using A Convolutional Neural Network Based Model And Single Shot Detector Algorithm For Visually Impaired People | Member | 15-DEC-2022 | 14-DEC-2024 | GERAN DALAM | 28,000.00 | On-Going |
| 26 | Strategi Pengajaran Dan Pembelajaran Bahasa Melayu Kepada Penutur Asing Melalui Model Pembelajaran Berasaskan Pengalaman Kolb | Member | 15-DEC-2019 | 14-MAR-2022 | GERAN DALAM | 13,000.00 | - |
| 27 | Design A Nonlinear Local Colour Constancy Algorithm Model | Member | 15-NOV-2019 | 14-FEB-2022 | GERAN DALAM | 27,800.00 | - |
| 28 | An Adaptive Modeling Of Dengue Disease From Multiple Sources Of Data Using Ensemble Of Neural Network And Seasonal Autoregressive Moving Average | Member | 01-JAN-2019 | 30-SEP-2021 | FRGS | 67,200.00 | - |
| 29 | An Artificial Neural Network-Sine Cosine Algorithm (Ann-Sca) Based Hybrid Prediction Model For The Production Of Cellulose Nanocrystals (Cnc) From Oil Palm Empty Fruit Bunch (Opefb) | Member | 01-JAN-2019 | 30-SEP-2022 | TRGS | 94,429.00 | - |
| 30 | A Hybrid Algorithm Of Random Forest And Support Vector Machine (Rf-Svm) To Select Informative Genes For Higher Classification Accuracy Of Cancer Microarray Data | Member | 05-APR-2018 | 04-OCT-2020 | GERAN DALAM | 26,400.00 | - |
| 31 | The Identification Of Brain Activity Pattern From Functional Magnetic Resonance Imaging (Fmri) Data Using Computational Method | Member | 25-AUG-2017 | 24-AUG-2019 | GERAN DALAM | 20,000.00 | - |
| 32 | Framework For Serious Game With Intelligent Decision Support System (Sg-Idss) In Health Care | Member | 01-AUG-2016 | 31-JUL-2018 | FRGS | 68,200.00 | - |
| 33 | Heavy Precipitation Forecasting Using Hybrid Artificial Neural Network (Ann) And Auto Regressive Integrated Moving Average (Arima) | Member | 29-JUN-2016 | 28-FEB-2018 | GERAN DALAM | 27,250.00 | - |
| 34 | Skin Care Routine Decision Support System | Member | 29-JUN-2016 | 28-JUN-2017 | GERAN DALAM | 20,100.00 | - |
| 35 | Designing A New Discriminative Texture Image Descriptor For Texture, Scene And Medical Image Classification | Member | 25-MAY-2016 | 24-MAY-2018 | GERAN DALAM | 28,000.00 | - |
| 36 | A Study Of Examination Timetable Problem On Overall Satisfaction Open Implementing Open Registration In Ump | Member | 25-JUN-2014 | 24-JUN-2016 | GERAN DALAM | 13,500.00 | - |
| 37 | Development Of A Ground-Based Interferometetry Synthetic Aperture Radar Data Processing For Landslide Monitoring | Member | 01-FEB-2014 | 31-JAN-2016 | RACE | 48,500.00 | - |
| 38 | Speckle Noise Reduction Method Based On Fuzzy Approach For Synthetic Aperture Radar Image | Member | 01-DEC-2013 | 30-NOV-2015 | FRGS | 68,000.00 | - |
| 39 | Musk Lime Clarification Base On Color Image Processing | Member | 01-DEC-2013 | 30-NOV-2015 | GERAN DALAM | 15,500.00 | - |
| 40 | Dynamic Vehicle Routing Plan (Vrp) Based On Actual Waste Produced By Service Center Using Intelligent Technique | Member | 01-DEC-2013 | 30-NOV-2014 | GERAN DALAM | 10,000.00 | - |
| 41 | Automated Suspicious Activities Detection System Using Object Movement Detection | Member | 01-DEC-2013 | 30-NOV-2014 | GERAN DALAM | 17,000.00 | - |
| 42 | A Study And Development Of Internet Literacy Self-Learning Toolkit: Enhancement Using Multi Dialect In Voice Assisted Intruction | Member | 01-MAY-2009 | 31-DEC-2010 | GERAN DALAM | 37,200.00 | - |
| 43 | Tomato Maturity Estimator | Member | 05-JAN-2009 | 31-DEC-2010 | GERAN DALAM | 32,500.00 | - |
| 44 | Integrated Hybrid Coagulation-Direct Ultrafiltration For Production Of High Quality Drinking Water | Member | 01-AUG-2008 | 31-JUL-2009 | GERAN DALAM | 14,000.00 | - |
| 45 | Gaharu Grade Classification Using Image Processing Technique | Member | 04-JAN-2007 | 30-MAR-2008 | GERAN DALAM | 50,000.00 | - |
| 46 | Opportunities For Gis Of Classroom Management In Kuktem | Member | 29-DEC-2006 | 28-DEC-2007 | TANPA PERUNTUKAN | 0.00 | - |
| No | Project | Customer | Start Date | End Date | Project Amount (RM) |
|---|
| No | Type | Name | Registration No | File Date |
|---|---|---|---|---|
| 1 | Copyright | Vehicle Type Classification Using Deep Learning Method | ||
| 2 | Copyright | Rrujrtyj | ||
| 3 | Copyright | Vehicle Type Recognition Using Convolutional Neural Network With Layer Skipping-Strategy Of Deep Learning Method | LY2017002366 | 25-JUL-2017 |
| No | Description |
|---|
* Data sehingga 11 April 2019
| No | Professional Bodies (Association/Other Association) | Start Date | End Date | Level |
|---|---|---|---|---|
| 1 | Institute of Electrical and Electronics Engineers | 01/01/2017 | 31/12/2017 | UMP |
| 2 | Institute of Electrical and Electronics Engineers | 01/01/2017 | 31/12/2017 | ANTARABANGSA |
| 3 | Institute of Electrical and Electronics Engineers | 13/10/2016 | 13/10/2017 | ANTARABANGSA |
| 4 | MALAYSIA BOARD OF TECHNOLOGIST (MBOT) | 16/10/2023 | 16/10/2024 | KEBANGSAAN |
| 5 | MALAYSIA BOARD OF TECHNOLOGIST (MBOT) | 16/10/2023 | 16/10/2024 | null |