PROFESOR MADYA TS. DR. SURYANTI BINTI AWANG

	Contact No. : 094244718 Gender : FEMALE Nationality : MALAYSIA Current Positon : DS54-A-PROFESOR MADYA E-Mail : suryanti@ump.edu.my
ACADEMIC QUALIFICATION
. 2015 : IJAZAH KEDOKTORAN (DOCTORAL DEGREE), UNIVERSITI TEKNOLOGI MALAYSIA (SKUDAI) . 2005 : IJAZAH SARJANA (MASTERS DEGREE), UNIVERSITI TEKNOLOGI MALAYSIA (SKUDAI) . 2002 : Sarjana Muda dengan Kepujian, UNIVERSITI TEKNOLOGI MALAYSIA (SKUDAI)
EXPERTISE
EXPERT AREA MAJOR YEARS OF EXPERTISE LEVEL ARTIFICIAL INTELLIGENCE PATTERN AND IMAGE RECOGNITION 10 SANGAT TINGGI MACHINE LEARNING MACHINE LEARNING 10 SANGAT TINGGI PATTERN RECOGNITION AND IMAGE RECOGNITION MACHINE LEARNING 10 SANGAT TINGGI SOFT COMPUTING PATTERN CLASSIFICATION 9 SANGAT TINGGI
EMPLOYMENT HISTORY
EMPLOYER POST JOIN DATE RESIGN DATE STATUS Mara PEGAWAI PERKHIDMATAN SISWAZAH 01/02/2002 31/05/2003 SEMENTARA Cairo, Utm Kl RESEARCH OFFICER 04/10/2004 31/05/2005 KONTRAK
RESEARCH
NO. TITLE ROLE START DATE END DATE STATUS 1. 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 Sedang Berjalan 2. 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 Sedang Berjalan 3. PROVISION OF INTEGRATED EKALOKA SYSTEM (CAMORANG VIDEO FORENSICS MANAGEMENT) DEVELOPMENT FOR CYBERSECURITY MALAYSIA Member 01-MAR-2024 31-AUG-2024 Sedang Berjalan 4. PROVISION OF INTEGRATED EKALOKA SYSTEM (CAMORANG VIDEO FORENSICS MANAGEMENT) DEVELOPMENT FOR CYBERSECURITY MALAYSIA Leader 01-MAR-2024 31-AUG-2024 Sedang Berjalan 5. AN APPLICATION OF ARTIFICIAL INTELLIGENCE FOR ENHANCING CLASSIFICATION AND ANIME GENERATION FOR INNOVATIVE TECHNOLOGY SOLUTIONS Member 15-FEB-2024 14-FEB-2025 Sedang Berjalan 6. NON-PREDICTIVE MEASURE FEATURE SELECTION TECHNIQUE USING TF-IDF AND THRESHOLDING FOR BURNOUT EMPLOYEE CLASSIFICATION. Member 25-DEC-2023 24-DEC-2025 Sedang Berjalan 7. A FRAUD DETECTION MODEL FOR INSTRUCTOR'S EVALUATION BASED ON SEMANTIC KEYWORD EXTRACTION USING MACHINE LEARNING Member 01-NOV-2023 31-OCT-2025 Sedang Berjalan 8. 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 Sedang Berjalan 9. AUTOMATED PRODUCT COUNTING AND REAL-TIME DASHBOARD FOR KANEKA PRODUCTION (RDU222408) Member 22-DEC-2022 21-DEC-2023 Sedang Berjalan 10. AUTOMATED PRODUCT COUNTING AND REAL-TIME DASHBOARD FOR KANEKA PRODUCTION (UIC220825) Member 22-DEC-2022 21-DEC-2023 Sedang Berjalan 11. 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 Sedang Berjalan 12. Pembangunan Modul e-Personal untuk Sistem e-ZID Pusat Kutipan Zakat Pahang Leader 01-JUN-2022 31-MAR-2023 Tamat (Laporan akhir dalam semakan) 13. STRATEGI PENGAJARAN DAN PEMBELAJARAN BAHASA MELAYU KEPADA PENUTUR ASING MELALUI MODEL PEMBELAJARAN BERASASKAN PENGALAMAN KOLB Member 15-DEC-2019 14-MAR-2022 Selesai (Mencapai Sebahagian KPI) 14. DESIGN A NONLINEAR LOCAL COLOUR CONSTANCY ALGORITHM MODEL Member 15-NOV-2019 14-FEB-2022 Tamat (Perlu hantar laporan akhir) 15. A MACHINE LEARNING BASED FINGERPRINT EXTRACTION TECHNIQUE FROM UMPIR FOR UMP RESEARCHER PROFILING Leader 01-SEP-2019 30-NOV-2022 Tamat (Laporan akhir dikembalikan dan perlu dihantar semula) 16. 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 Selesai (Tidak Mencapai KPI) 17. SVM-RFE WITH TF-IDF EMBEDDED FEATURE SELECTION APPROACH FOR TEXT CLASSIFICATION Leader 15-MAR-2019 14-MAR-2021 Selesai (Tidak Mencapai KPI) 18. ROBUST BLIND WATERMARKING APPROACH AGAINST THE GEOMETRIC ATTACKS FOR FINGERPRINT IMAGE USING DTCWT-DCT WITHOUT CORRUPTING MINUTIAE Leader 15-MAR-2019 14-MAR-2021 Selesai (Tidak Mencapai KPI) 19. VEHICLE TYPE RECOGNITION USING CONVOLUTIONAL NEURAL NETWORK WITH DATA AUGMENTATION Leader 15-MAR-2019 14-MAR-2021 Selesai (Tidak Mencapai KPI) 20. 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 Selesai (Mencapai Semua KPI) 21. 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 Selesai (Tidak Mencapai KPI) 22. 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 Selesai (Tidak Mencapai KPI) 23. ENHANCEMENT OF FINGERPRINT IMAGE SECURITY BASED ON THE ENHANCED WATERMARKING TECHNIQUE Leader 15-APR-2018 14-JUL-2020 Selesai (Mencapai Semua KPI) 24. 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 Selesai (Mencapai Semua KPI) 25. AN IMPROVE FOR ARABIC OCR BASED ON MACHINE LEARNING Leader 01-MAR-2018 28-FEB-2021 Selesai (Mencapai Semua KPI) 26. DSCRIPTOR FOR FACE PATTERN RECOGNICATION BASED ON NOVEL METHODS Leader 01-MAR-2018 28-FEB-2021 Selesai (Mencapai Semua KPI) 27. The identification of Brain Activity Pattern from functional Magnetic Resonance Imaging (fMRI) Data using Computational Method Member 25-AUG-2017 24-AUG-2019 Selesai (Mencapai Semua KPI) 28. Framework for Serious Game with Intelligent Decision Support System (SG-iDSS) in Health Care Member 01-AUG-2016 31-JUL-2018 Selesai (Tidak Mencapai KPI) 29. SKIN CARE ROUTINE DECISION SUPPORT SYSTEM Member 29-JUN-2016 28-JUN-2017 Selesai (Mencapai Sebahagian KPI) 30. Heavy precipitation forecasting using hybrid Artificial Neural Network (ANN) and Auto Regressive Integrated Moving Average (ARIMA) Member 29-JUN-2016 28-FEB-2018 Tamat (Tutup Projek) 31. Recognition of Malaysian Vehicle Types using Deep Learning Method Leader 29-JUN-2016 28-JUN-2018 Tamat (Tutup Projek) 32. Designing a New Discriminative Texture Image Descriptor for Texture, Scene and Medical Image Classification Member 25-MAY-2016 24-MAY-2018 Selesai (Mencapai Semua KPI) 33. A Study of Examination Timetable Problem on Overall Satisfaction Open Implementing Open Registration in UMP Member 25-JUN-2014 24-JUN-2016 Tamat (Tutup Projek) 34. Development of A Ground-Based Interferometetry Synthetic Aperture Radar Data processing for Landslide Monitoring Member 01-FEB-2014 31-JAN-2016 Tamat (Tutup Projek) 35. Speckle Noise Reduction Method Based On Fuzzy Approach For Synthetic Aperture Radar Image Member 01-DEC-2013 30-NOV-2015 Selesai (Mencapai Semua KPI) 36. Automated Suspicious Activities Detection System using Object Movement Detection Member 01-DEC-2013 30-NOV-2014 Tamat (Perlu hantar laporan akhir) 37. Musk Lime Clarification Base on Color Image Processing Member 01-DEC-2013 30-NOV-2015 Tamat (Perlu hantar laporan akhir) 38. Dynamic Vehicle Routing Plan (VRP) Based on Actual Waste Produced by Service Center using Intelligent Technique Member 01-DEC-2013 30-NOV-2014 Tamat (Perlu hantar laporan akhir) 39. Multimodal Biometrics System: Fusion of Face and Dynamic Signature at Feature Level for Authentication System Leader 25-JUN-2013 24-DEC-2015 Tamat (Tutup Projek) 40. 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 Tamat (Perlu hantar laporan akhir) 41. Tomato Maturity Estimator Member 05-JAN-2009 31-DEC-2010 Tamat (Perlu hantar laporan akhir) 42. Integrated Hybrid Coagulation-Direct Ultrafiltration For Production Of High Quality Drinking Water Member 01-AUG-2008 31-JUL-2009 Selesai (Mencapai Semua KPI) 43. Gaharu Grade Classification Using Image Processing Technique Member 04-JAN-2007 30-MAR-2008 Selesai (Mencapai Semua KPI) 44. Opportunities For GIS of Classroom Management In KUKTEM Member 29-DEC-2006 28-DEC-2007 Tamat (Tutup Projek) 45. 3D Human Movement (Walking) Modeling Using Neural Network. Leader 15-JUL-2005 14-JUL-2006 Selesai (Mencapai Semua KPI)
PUBLICATION
TYPE PUBLICATION TARIKH PENERBITAN TYPE OF CONTRIBUTION REFEREED PUBLICATION CONFERENCE PAPER A Review: Static Analysis of Android Malware and Detection Technique 24/08/2021 100 JOURNAL A Sequential Handwriting Recognition Model Based on a Dynamically Configurable CRNN 31/08/2021 100% JOURNAL A static analysis approach for Android permission-based malware detection systems 30/09/2021 100 CONFERENCE PAPER Face recognition using Laplacian completed local ternary pattern (LapCLTP) 17/12/2020 Co-Writer CONFERENCE PAPER Improvement of the POLISAS e-Request Transcript System using Query Optimization 01/05/2020 Co-Writer CONFERENCE PAPER Reversible Watermarking Technique for Fingerprint authentication based on DCT 01/05/2020 Co-Writer CONFERENCE PAPER The Impact of Pre-processing and Feature Selection on Text Classification 01/01/2020 Co-Writer JOURNAL A Novel Statistical Feature Analysis-Based Global and Local Method for Face Recognition 01/06/2020 Co-Writer JOURNAL Robust Blind Watermarking Technique Against Geometric Attacks for Fingerprint Image Using DTCWT-DCT 28/10/2020 Co-Writer JOURNAL The Evaluation of Accuracy Performance in an Enhanced Embedded Feature Selection for Unstructured Text Classification 30/12/2020 Co-Writer JOURNAL Vehicle Type Classification Using an Enhanced Sparse-Filtered Convolutional Neural Network With Layer-Skipping Strategy 01/01/2020 Main Writter CONFERENCE PAPER A Review on Type of Attacks on Fingerprint Image and Watermarking Techniques 07/06/2019 CO-Writer CONFERENCE PAPER Road Enforcement Monitoring System based on Vehicle Type Recognition using Sparse Filtering Convolutional Neural Network with Layer Skipping Strategy (SFCNNLS) 16/05/2019 Main Writer CONFERENCE PAPER Super-low resolution face recognition using integrated efficient sub-pixel convolutional neural network (ESPCN) and convolutional neural network (CNN) 30/08/2019 Co-Writer CONFERENCE PAPER Vehicle Counting System Based on Vehicle Type Classification Using Deep Learning Method 01/01/2018 Main Writer JOURNAL Camera-based Vehicle Recognition Methods and Techniques: Systematic Literature Review 09/01/2018 Co-Writer JOURNAL Challenges and Issues in Unstructured Big Data: A Systematic Literature Review 09/01/2018 Co-Writer JOURNAL Indoor Positioning Using ANN with FPGA Implementation 09/01/2018 Co-Writer JOURNAL Multi-Scale Skin Sample Approach for Dynamic Skin Color Detection: An Analysis 09/01/2018 Co-Writer JOURNAL Security Enhancement of Dynamic Signature by Utilizing Local Features with Individual Threshold 09/01/2018 Main Writer BOOK CHAPTER Sparse-Filtered Convolutional Neural Networks with Layer-Skipping (SF-CNNLS) for Intra-Class Variation of Vehicle Type Recognition 01/12/2017 Main Writer JOURNAL Comparison of accuracy performance based on normalization techniques for the features fusion of face and online signature 29/12/2017 Main Writer JOURNAL The Assimilation of Multi-Type Information for Seasonal Precipitation Forecasting Using Modular Neural Network 29/12/2017 Co-Writer JOURNAL Object and Scene Category Recognition using a Combination of Dense Color SIFT Descriptors 30/11/2015 Co-Writer CONFERENCE PAPER Feature level fusion of face and signature using a modified feature selection technique 31/07/2013 Main Writer JOURNAL Fusion of eigenface and fisherface for face verification 29/06/2012 Co-Writer CONFERENCE PAPER Fusion of Face and Signature at the Feature Level by using Correlation Pattern Recognition 31/08/2011 Main Writer