TS. DR. JUNAIDA BINTI SULAIMAN

	Contact No. : 094244656 Gender : FEMALE Nationality : MALAYSIA Current Positon : DS52-A-PENSYARAH UNIVERSITI E-Mail : junaida@ump.edu.my
ACADEMIC QUALIFICATION
. 2015 : IJAZAH KEDOKTORAN (DOCTORAL DEGREE), KYUSYU INSTITUTE OF TECHNOLOGY, JAPAN . 2005 : IJAZAH SARJANA (MASTERS DEGREE), UTM Skudai . 2002 : IJAZAH SARJANA MUDA (BACHELOR DEGREE), International Islamic University Malaysia
EXPERTISE
EXPERT AREA MAJOR YEARS OF EXPERTISE LEVEL ARTIFICIAL INTELLIGENCE NEURAL NETWORK 5 TINGGI DATA MINING TIME SERIES PREDICTION 8 TINGGI MACHINE LEARNING TIME SERIES PREDICTION 8 TINGGI
EMPLOYMENT HISTORY
EMPLOYER POST JOIN DATE RESIGN DATE STATUS International Islamic College Lecturer 01/04/2003 04/11/2003 - Kementerian Kebudayaan,Kesenian Dan Warisan Malaysia(Kekkwa) Assistant Administrative Officer 02/01/2006 31/05/2006 -
RESEARCH
NO. TITLE ROLE START DATE END DATE STATUS 1. INTEGRATED SECURITY MANAGEMENT SYSTEM FOR KANEKA (RDU222409) Member 15-OCT-2022 14-SEP-2023 Sedang Berjalan 2. INTEGRATED SECURITY MANAGEMENT SYSTEM FOR KANEKA Member 15-OCT-2022 31-DEC-2023 Sedang Berjalan 3. PROJEK KHAS UMP SMART FLOOD WARNING SYSTEM Member 14-SEP-2022 13-SEP-2024 Sedang Berjalan 4. AN AUTOMATED KNOWLEDGE-BASED FRAMEWORK FOR EDLC USING DEEP LEARNING APPROACH Leader 01-SEP-2022 31-AUG-2025 Sedang Berjalan 5. E-LOBSTER: SMART WATER QUALITY SYSTEM WITH STREAM DATA ANALYTICS FOR FRESH WATER LOBSTER COMMERCIAL FARMING Member 20-DEC-2021 19-DEC-2023 Sedang Berjalan 6. IOT TEST AND MEASUREMENT SYSTEM FOR PRECISION FARMING AND ENVIRONMENTAL MONITORING WITH PREDICTIVE ANALYTICS USING LORAWAN COMMUNICATION (RDU212802) Member 01-MAR-2021 31-AUG-2022 Ditangguhkan 7. IOT TEST AND MEASUREMENT SYSTEM FOR PRECISION FARMING AND ENVIRONMENTAL MONITORING WITH PREDICTIVE ANALYTICS USING LORAWAN COMMUNICATION (UIC211503) Member 01-MAR-2021 31-AUG-2022 Ditangguhkan 8. PILOT PLANT FOR SMART FARMING SYSTEM OF FRESH WATER LOBSTER: HATCHERY, BREEDING & HARVESTING Member 04-SEP-2019 03-DEC-2021 Tamat (Perlu hantar laporan akhir) 9. COLLABORATIVE FILTERING BASED RECOMMENDATION SYSTEMS USING K-NEAREST NEIGHBOUR IN SELECTING UNIVERSITY COURSE Leader 15-MAR-2019 14-JUN-2021 Selesai (Tidak Mencapai KPI) 10. ENHANCEMENT OF SPARSE-FILTERED CONVOLUTIONAL NEURAL NETWORK WITH LAYER-SKIPPING STRATEGY METHOD IN FEATURE SELECTION PHASE FOR VEHICLE TYPE CLASSIFICATION Member 15-MAR-2019 14-JUN-2021 Tamat (Laporan akhir dikembalikan dan perlu dihantar semula) 11. 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 Sedang Berjalan 12. An adaptive modeling of dengue disease from multiple sources of data using ensemble of neural network and seasonal autoregressive moving average Leader 01-JAN-2019 30-SEP-2021 Selesai (Tidak Mencapai KPI) 13. A New Hexagonal Lattice Structure in Kohonen's Supervised Neural Network Learning Algorithm for Dataset Classification Problem Member 01-JAN-2019 30-SEP-2021 Selesai (Tidak Mencapai KPI) 14. ENHANCEMENT OF FINGERPRINT IMAGE SECURITY BASED ON THE ENHANCED WATERMARKING TECHNIQUE Member 15-APR-2018 14-JUL-2020 Selesai (Mencapai Semua KPI) 15. A NEW MODEL OF INTEGRATED SELF-ORGANIZING MAP (SOM) AND MULTIPLE CRITERIA DECISION ANALYSIS (MCDA) FOR WATER HEALTH ASSESSMENT Member 15-APR-2018 14-OCT-2020 Selesai (Mencapai Sebahagian KPI) 16. Spiking Neural Network for Anomaly Detection in Time Series Data Member 20-JUL-2016 19-JUL-2018 Selesai (Tutup Projek) 17. SKIN CARE ROUTINE DECISION SUPPORT SYSTEM Member 29-JUN-2016 28-JUN-2017 Selesai (Mencapai Sebahagian KPI) 18. Heavy precipitation forecasting using hybrid Artificial Neural Network (ANN) and Auto Regressive Integrated Moving Average (ARIMA) Leader 29-JUN-2016 28-FEB-2018 Selesai (Tutup Projek) 19. Web-Based Highland Agricultural Diasease Diagnostic System Member 01-MAY-2009 30-APR-2010 Selesai (Tutup Projek) 20. Development of Read-One-Write-All Synchronization Transaction Daemon (ROWA-STD) In Distributed Systems Member 01-AUG-2008 10-OCT-2010 Tamat (Perlu hantar laporan akhir) 21. Development of Pet Shop Management System for Veterinary Clinic Leader 01-AUG-2008 31-JUL-2009 Selesai (Mencapai Semua KPI) 22. Development Of Visitor Information Management System Member 03-SEP-2007 09-FEB-2008 Selesai (Mencapai Semua KPI) 23. Applying Data Mining Technique To Classify Breast Cancer By Smooth Support Vector Machine Member 03-SEP-2007 09-FEB-2008 Selesai (Mencapai Semua KPI) 24. Optimisation Of Fermentation Process In Small/Cottage Industry By Data Mining Techniques. Member 04-JAN-2007 30-MAR-2009 Selesai (Mencapai Semua KPI)
PUBLICATION
TYPE PUBLICATION TARIKH PENERBITAN TYPE OF CONTRIBUTION REFEREED PUBLICATION JOURNAL Malay Name Entity Recognition Using Limited Resources 10/10/2016 99