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Home> FSK1000-FAKULTI KOMPUTERAN

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. AN APPLICATION OF ARTIFICIAL INTELLIGENCE FOR ENHANCING CLASSIFICATION AND ANIME GENERATION FOR INNOVATIVE TECHNOLOGY SOLUTIONS Member 15-FEB-2024 14-FEB-2025 Sedang Berjalan
2. INTEGRATED SECURITY MANAGEMENT SYSTEM FOR KANEKA (RDU222409) Member 22-DEC-2022 21-DEC-2023 Sedang Berjalan
3. INTEGRATED SECURITY MANAGEMENT SYSTEM FOR KANEKA (UIC220829) Member 22-DEC-2022 21-DEC-2023 Sedang Berjalan
4. PROJEK KHAS UMP SMART FLOOD WARNING SYSTEM Member 14-SEP-2022 13-SEP-2024 Sedang Berjalan
5. AN AUTOMATED KNOWLEDGE-BASED FRAMEWORK FOR EDLC USING DEEP LEARNING APPROACH Leader 01-SEP-2022 31-AUG-2025 Sedang Berjalan
6. E-LOBSTER: SMART WATER QUALITY SYSTEM WITH STREAM DATA ANALYTICS FOR FRESH WATER LOBSTER COMMERCIAL FARMING Member 20-DEC-2021 19-DEC-2023 Tamat (Perlu hantar laporan akhir)
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 Tamat (Perlu hantar laporan akhir)
8. 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 Tamat (Perlu hantar laporan akhir)
9. 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)
10. COLLABORATIVE FILTERING BASED RECOMMENDATION SYSTEMS USING K-NEAREST NEIGHBOUR IN SELECTING UNIVERSITY COURSE Leader 15-MAR-2019 14-JUN-2021 Selesai (Tidak Mencapai KPI)
11. 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 Selesai (Mencapai Semua KPI)
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. 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)
14. 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)
15. ENHANCEMENT OF FINGERPRINT IMAGE SECURITY BASED ON THE ENHANCED WATERMARKING TECHNIQUE Member 15-APR-2018 14-JUL-2020 Selesai (Mencapai Semua KPI)
16. 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)
17. Spiking Neural Network for Anomaly Detection in Time Series Data Member 20-JUL-2016 19-JUL-2018 Selesai (Tutup Projek)
18. SKIN CARE ROUTINE DECISION SUPPORT SYSTEM Member 29-JUN-2016 28-JUN-2017 Selesai (Mencapai Sebahagian KPI)
19. 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)
20. Web-Based Highland Agricultural Diasease Diagnostic System Member 01-MAY-2009 30-APR-2010 Selesai (Tutup Projek)
21. 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)
22. Development of Pet Shop Management System for Veterinary Clinic Leader 01-AUG-2008 31-JUL-2009 Selesai (Mencapai Semua KPI)
23. Development Of Visitor Information Management System Member 03-SEP-2007 09-FEB-2008 Selesai (Mencapai Semua KPI)
24. Applying Data Mining Technique To Classify Breast Cancer By Smooth Support Vector Machine Member 03-SEP-2007 09-FEB-2008 Selesai (Mencapai Semua KPI)
25. 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
   

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