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


Machine Learning

Pattern Recognition And Image Recognition

VERY HIGH

Pattern And Image Recognition

Artificial Intelligence

VERY HIGH

Machine Learning

Machine Learning

VERY HIGH

Pattern Classification

Soft Computing

VERY HIGH

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 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
2 Pembangunan Modul E-Personal Untuk Sistem E-Zid Pusat Kutipan Zakat Pahang Leader 01-JUN-2022 31-MAR-2023 INDUSTRI 28,000.00 -
3 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 -
4 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 -
5 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 -
6 Vehicle Type Recognition Using Convolutional Neural Network With Data Augmentation Leader 15-MAR-2019 14-MAR-2021 PGRS 3,500.00 -
7 Svm-Rfe With Tf-Idf Embedded Feature Selection Approach For Text Classification Leader 15-MAR-2019 14-MAR-2021 PGRS 3,500.00 -
8 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 -
9 Enhancement Of Fingerprint Image Security Based On The Enhanced Watermarking Technique Leader 15-APR-2018 14-JUL-2020 GERAN DALAM 20,000.00 -
10 Dscriptor For Face Pattern Recognication Based On Novel Methods Leader 01-MAR-2018 28-FEB-2021 PGRS 3,500.00 -
11 An Improve For Arabic Ocr Based On Machine Learning Leader 01-MAR-2018 28-FEB-2021 PGRS 3,500.00 -
12 Recognition Of Malaysian Vehicle Types Using Deep Learning Method Leader 29-JUN-2016 28-JUN-2018 GERAN DALAM 33,000.00 Finished
13 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 Finished
14 3d Human Movement (Walking) Modeling Using Neural Network. Leader 15-JUL-2005 14-JUL-2006 FRGS 0.00 -
15 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
16 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
17 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
18 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
19 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
20 Automated Product Counting And Real-Time Dashboard For Kaneka Production (Uic220825) Member 22-DEC-2022 21-DEC-2023 PADANAN INDUSTRI 24,000.00 On-Going
21 Automated Product Counting And Real-Time DashboardFor Kaneka Production (Rdu222408) Member 22-DEC-2022 21-DEC-2023 INDUSTRI 24,000.00 On-Going
22 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
23 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 -
24 Design A Nonlinear Local Colour Constancy Algorithm Model Member 15-NOV-2019 14-FEB-2022 GERAN DALAM 27,800.00 -
25 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 -
26 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 -
27 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 -
28 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 -
29 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 -
30 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 Finished
31 Skin Care Routine Decision Support System Member 29-JUN-2016 28-JUN-2017 GERAN DALAM 20,100.00 -
32 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 -
33 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 Finished
34 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 Finished
35 Speckle Noise Reduction Method Based On Fuzzy Approach For Synthetic Aperture Radar Image Member 01-DEC-2013 30-NOV-2015 FRGS 68,000.00 -
36 Musk Lime Clarification Base On Color Image Processing Member 01-DEC-2013 30-NOV-2015 GERAN DALAM 15,500.00 -
37 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 -
38 Automated Suspicious Activities Detection System Using Object Movement Detection Member 01-DEC-2013 30-NOV-2014 GERAN DALAM 17,000.00 -
39 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 -
40 Tomato Maturity Estimator Member 05-JAN-2009 31-DEC-2010 GERAN DALAM 32,500.00 -
41 Integrated Hybrid Coagulation-Direct Ultrafiltration For Production Of High Quality Drinking Water Member 01-AUG-2008 31-JUL-2009 GERAN DALAM 14,000.00 -
42 Gaharu Grade Classification Using Image Processing Technique Member 04-JAN-2007 30-MAR-2008 GERAN DALAM 50,000.00 -
43 Opportunities For Gis Of Classroom Management In Kuktem Member 29-DEC-2006 28-DEC-2007 TANPA PERUNTUKAN 0.00 Finished
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 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