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. Starting from October 2023, I was appointed as Deputy Dean of Research and Postgraduate Study for Faculty of Computing until now. 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 BCM2013 DIGITAL IMAGE PROCESSING
2 DCS1053 PROGRAMMING TECHNIQUES
3 MCI1034 HUMAN-CENTERED IN ARTIFICIAL INTELLIGENCE
4 BCS1023 PROGRAMMING TECHNIQUES
5 BCI2313 ALGORITHM & COMPLEXITY
6 KUK1213 COMPUTER PROGRAMMING FOR ENGINEERS
7 BCI1093 DATA STRUCTURE & ALGORITHMS
8 BCM2053 COMPUTER GRAPHICS
9 BCI1023 PROGRAMMING TECHNIQUES
10 MCC2039 FINAL PROJECT
11 BCI1103 COMPUTER PROGRAMMING
12 BCM2133 COMPUTER GRAPHICS
13 DCI1023 PROGRAMMING TECHNIQUES
14 MCC2029 MASTER PROJECT
15 BCI2353 ALGORITHM & COMPLEXITY
No. Title Role Start Date End date Agency Grant Amount(RM) Status
1 Hybrid Dnn And Transformer-Based Deep Learning With Optimization Technique For Breast Cancer Image-Based Recognition Leader 01-AUG-2025 31-JUL-2026 ANTARABANGSA 10,000.00 On-Going
2 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
3 Provision Of Integrated Ekaloka System (Camorang Video Forensics Management) Development For Cybersecurity Malaysia Leader 01-MAR-2024 31-AUG-2024 INDUSTRI 25,000.00 -
4 Pembangunan Modul E-Personal Untuk Sistem E-Zid Pusat Kutipan Zakat Pahang Leader 01-JUN-2022 31-MAR-2023 INDUSTRI 28,000.00 -
5 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 -
6 A Machine Learning Based Fingerprint Extraction Technique From Umpir For Ump Researcher Profiling Leader 01-SEP-2019 30-NOV-2022 FLAGSHIP 87,800.00 -
7 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 -
8 Vehicle Type Recognition Using Convolutional Neural Network With Data Augmentation Leader 15-MAR-2019 14-MAR-2021 PGRS 3,500.00 -
9 Svm-Rfe With Tf-Idf Embedded Feature Selection Approach For Text Classification Leader 15-MAR-2019 14-MAR-2021 PGRS 3,500.00 -
10 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 -
11 Enhancement Of Fingerprint Image Security Based On The Enhanced Watermarking Technique Leader 15-APR-2018 14-JUL-2020 GERAN DALAM 20,000.00 -
12 Dscriptor For Face Pattern Recognication Based On Novel Methods Leader 01-MAR-2018 28-FEB-2021 PGRS 3,500.00 -
13 An Improve For Arabic Ocr Based On Machine Learning Leader 01-MAR-2018 28-FEB-2021 PGRS 3,500.00 -
14 Recognition Of Malaysian Vehicle Types Using Deep Learning Method Leader 29-JUN-2016 28-JUN-2018 GERAN DALAM 33,000.00 -
15 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 -
16 3d Human Movement (Walking) Modeling Using Neural Network. Leader 15-JUL-2005 14-JUL-2006 FRGS 0.00 -
17 A Study On Multimodal Ecg And Ppg Biosignals For Cardiac Arrhythmia Detection In Ambulatory Monitoring Member 01-NOV-2025 31-OCT-2027 GERAN DALAM 29,000.00 On-Going
18 Optimized Yolo-Based Learning Model For Wildlife Detection Analysis On Low Performance Edge Devices Member 01-AUG-2025 31-JUL-2026 ANTARABANGSA 10,000.00 On-Going
19 Modification Towards Sustainable Artificial Intelligence Based Edge-Computing Platform And Framework For Wild Elephant Intervention And Conservation Solution In Plantation Land (Uic240847) Member 23-DEC-2024 22-JUN-2026 IMAP 114,000.00 On-Going
20 Modification Towards Sustainable Artificial Intelligence Based Edge-Computing Platform And Framework For Wild Elephant Intervention And Conservation Solution In Plantation Land (Rdu243810) Member 23-DEC-2024 22-JUN-2026 INDUSTRI 30,000.00 On-Going
21 Improving Sentiment Classification For Burnout Employees Using Recursive Feature Elimination (Rfe) And Deep Learning As Feature Selection Using Social Media Post (Uic241511) Member 15-DEC-2024 14-DEC-2025 PADANAN ANTARABANGSA 15,000.00 On-Going
22 Improving Sentiment Classification For Burnout Employees Using Recursive Feature Elimination (Rfe) And Deep Learning As Feature Selection Using Social Media Post (Rdu242709) Member 15-DEC-2024 14-DEC-2025 ANTARABANGSA 15,000.00 On-Going
23 Thaw Empirical Modeling Of Handwriting: A Fundamental Concept For Autism Spectrum Disorder (Asd) Member 01-OCT-2024 30-SEP-2026 FRGS-EC 30,000.00 On-Going
24 Development Of Super-Resolution Fuzzy Deep Learning With Fine-Tuned Vision Transformer (Srfuzz-Ftvt) For Brain Tumour Detection Member 01-AUG-2024 31-JUL-2026 FRGS 70,200.00 On-Going
25 A New Artificial Neural Network-Based Classifier For Generic Code Clone Detection Model In Improving Type-3 And Type-4 Clone Precision. Member 01-AUG-2024 31-JUL-2027 FRGS 117,700.00 On-Going
26 A Tree-Based Machine Learning Model To Elucidate Sulfate Reduction Inhibition Mechanisms And Food Waste Degradation Kinetics Using Rubber Sludge-Derived Biochar Member 01-AUG-2024 31-JUL-2026 FRGS 88,328.00 On-Going
27 Provision Of Integrated Ekaloka System (Camorang Video Forensics Management) Development For Cybersecurity Malaysia Member 01-MAR-2024 31-AUG-2024 INDUSTRI 20,000.00 -
28 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
29 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
30 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
31 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
32 Automated Product Counting And Real-Time Dashboard For Kaneka Production (Uic220825) Member 22-DEC-2022 21-DEC-2023 PADANAN INDUSTRI 24,000.00 -
33 Automated Product Counting And Real-Time DashboardFor Kaneka Production (Rdu222408) Member 22-DEC-2022 21-DEC-2023 INDUSTRI 24,000.00 -
34 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 -
35 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 -
36 Design A Nonlinear Local Colour Constancy Algorithm Model Member 15-NOV-2019 14-FEB-2022 GERAN DALAM 27,800.00 -
37 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 -
38 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 -
39 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 -
40 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 -
41 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 -
42 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 -
43 Skin Care Routine Decision Support System Member 29-JUN-2016 28-JUN-2017 GERAN DALAM 20,100.00 -
44 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 -
45 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 -
46 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 -
47 Speckle Noise Reduction Method Based On Fuzzy Approach For Synthetic Aperture Radar Image Member 01-DEC-2013 30-NOV-2015 FRGS 68,000.00 -
48 Musk Lime Clarification Base On Color Image Processing Member 01-DEC-2013 30-NOV-2015 GERAN DALAM 15,500.00 -
49 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 -
50 Automated Suspicious Activities Detection System Using Object Movement Detection Member 01-DEC-2013 30-NOV-2014 GERAN DALAM 17,000.00 -
51 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 -
52 Tomato Maturity Estimator Member 05-JAN-2009 31-DEC-2010 GERAN DALAM 32,500.00 -
53 Integrated Hybrid Coagulation-Direct Ultrafiltration For Production Of High Quality Drinking Water Member 01-AUG-2008 31-JUL-2009 GERAN DALAM 14,000.00 -
54 Gaharu Grade Classification Using Image Processing Technique Member 04-JAN-2007 30-MAR-2008 GERAN DALAM 50,000.00 -
55 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
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) 16/10/2025 16/10/2026 KEBANGSAAN
5 MALAYSIA BOARD OF TECHNOLOGIST (MBOT) 16/10/2025 16/10/2026 null
No Project Title Award Name Role Date Organizer Level
1 GENE REGULATORY NETWORK CONSTRUCTION OF OVARIAN CANCER BASED ON PASSING ATTRIBUTES BETWEEN NETWORK FOR DATA ASSIMILATION IN PYTHON SILVER MEMBER 01 - 04 MAY 2019 INVENTION INNOVATION & TECHNOLOGY EXHIBITION (ITEX) 2019 INTERNATIONAL
2 SKIN CARE ROUTINE DECISION SUPPORT SYSTEM BRONZE MEMBER 22 - 24 FEB 2018 MTE 2018 NATIONAL
3 A SERIOUS GAMES FOR IMPROVING GENERAL HEALTHCARE AWARENESS IN PREVENTING DISEASES SILVER MEMBER 07 - 08 FEB 2018 CITREX 2018 UNIVERSITY
4 Intelligent Vehicle Type Recognition System using Convolutional Neural Network with Layer Skipping (SF-CNNLS) strategy GOLD LEADER 07 - 08 FEB 2018 CITREX 2018 UNIVERSITY
5 INTELLIGENT PID CONTROLLER FOR AUTOMATIC VOLTAGE REGULATORS SILVER LEADER 11 - 13 MAY 2017 ITEX 2017 INTERNATIONAL
6 INTELLIGENT HEAVY PRECIPITATION MODEL FOR FLOOD PRONE AREAS BRONZE MEMBER 11 - 13 MAY 2017 ITEX 2017 INTERNATIONAL
7 ARABIC QUESTION CLASSIFICATION USING SUPPORT VECTOR MACHINE AND PATTERN MATCHING BRONZE MEMBER 15 - 16 MAR 2017 CITREX 2017 UNIVERSITY
8 Squash court reservation system with timer alert BRONZE MEMBER 15 - 16 MAR 2017 CITREX 2017 UNIVERSITY
9 Application of Artificial Neural Network in forecasting heavy precipitation in flood prone areas. GOLD MEMBER 15 - 16 MAR 2017 CITREX 2017 UNIVERSITY
10 Tuning of PID Controller Parameters of Automatic Voltage Regulators using the African Buffalo Optimization Algorithm GOLD LEADER 15 - 16 MAR 2017 CITREX 2017 UNIVERSITY
11 Skin care routine decision support system GOLD MEMBER 15 - 16 MAR 2017 CITREX 2017 UNIVERSITY
12 A NOVEL INTELLIGENT AUTHENTICATION SYSTEM BRONZE LEADER 16 - 18 FEB 2017 MALAYSIA TECHNOLOGY EXPO 2017 NATIONAL
13 Tomato Maturity Estimator (TME) CERTIFICATE OF ACKNOWLEDGEMENT MEMBER 20 - 22 MAY 2011 ITEX 2011 NATIONAL
14 Development Of Portable Submerged Membrane Bioreactor For Sustainable Batik Effluent Treatment (SMBR) BRONZE MEMBER 08 - 10 OCT 2009 PECIPTA 2009 NATIONAL
15 A Sustainable Drinking Water Supply from Rain Water Harvesting by A Submerged Bio-Membrane Reactor (MEMRAIN) SILVER MEMBER 19 - 21 FEB 2009 MTE 2009 NATIONAL
16 A Novel Bio-Membrane Filter for Drinking Water Purification (BIOMEM) SILVER MEMBER 07 - 11 OCT 2008 BIO MALAYSIA 2008 NATIONAL
17 Modeling of 3D Human Movement (Walking) Using Neural Network SILVER LEADER 30 - 02 OCT 2005 R&D IPTA Expo 2005 NATIONAL