Ts. Dr. Junaida Binti Sulaiman

 junaida@umpsa.edu.my

 094315537

IJAZAH KEDOKTORAN (DOCTORAL DEGREE)(2015)

Sains Komputer

Kyusyu Institute Of Technology, Japan


IJAZAH SARJANA (MASTERS DEGREE)(2005)

Sains Komputer

Universiti Teknologi Malaysia, Skudai


IJAZAH SARJANA MUDA (BACHELOR DEGREE)(2002)

Universiti Islam Antarabangsa





Biography

I am a Senior Lecturer at Faculty of Computer Systems & Software Engineering,Universiti Malaysia Pahang since 2006. My research interests are in time series forecasting and machine learning algorithms. I have been using machine learning algorithms in forecasting time series data such as rainfall. 



Current Progress


Expertise

Time Series Prediction

Data Mining

HIGH

Neural Network

Artificial Intelligence

HIGH

Time Series Prediction

Machine Learning

HIGH
No Code Subject
1 BAA2012 COMPUTER PROGRAMMING
2 BCS1023 PROGRAMMING TECHNIQUES
3 BCI2313 ALGORITHM & COMPLEXITY
4 KUK1213 COMPUTER PROGRAMMING FOR ENGINEERS
5 DCS2133 OBJECT ORIENTED PROGRAMMING
6 BCI1093 DATA STRUCTURE & ALGORITHMS
7 BCS2143 OBJECT ORIENTED PROGRAMMING
8 MCC2039 FINAL PROJECT
9 DCI1033 DATA STRUCTURE & ALGORITHMS
10 DCI2063 OBJECT ORIENTED PROGRAMMING
11 BCI1023 PROGRAMMING TECHNIQUES
12 BCI1103 COMPUTER PROGRAMMING
13 BTE2313 COMPUTER PROGRAMMING
14 MCT1013 PROBLEM SOLVING IN ICT
15 DRC1123 DATABASE SYSTEMS
16 DRC2163 DATA STRUCTURE & ALGORITHMS
No. Title Role Start Date End date Agency Grant Amount(RM) Status
1 Machine Learning Modeling In Indonesian Scientific Article Keywords (Uic241528) Leader 01-JUN-2024 31-MAY-2025 PADANAN ANTARABANGSA 23,500.00 -
2 Machine Learning Modeling In Indonesian Scientific Article Keywords (Rdu242726) Leader 01-JUN-2024 31-MAY-2025 ANTARABANGSA 23,500.00 -
3 An Automated Knowledge-Based Framework For Edlc Using Deep Learning Approach Leader 01-SEP-2022 31-AUG-2025 PGRS 1,375.00 On-Going
4 Collaborative Filtering Based Recommendation Systems Using K-Nearest Neighbour In Selecting University Course Leader 15-MAR-2019 14-JUN-2021 GERAN DALAM 23,800.00 -
5 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 FRGS 67,200.00 -
6 Heavy Precipitation Forecasting Using Hybrid Artificial Neural Network (Ann) And Auto Regressive Integrated Moving Average (Arima) Leader 29-JUN-2016 28-FEB-2018 GERAN DALAM 27,250.00 -
7 Development Of Pet Shop Management System For Veterinary Clinic Leader 01-AUG-2008 31-JUL-2009 GERAN DALAM 2,500.00 -
8 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
9 Integrated Security Management System For Kaneka (Uic220829) Member 22-DEC-2022 21-DEC-2023 PADANAN INDUSTRI 10,000.00 On-Going
10 Integrated Security Management System For Kaneka (Rdu222409) Member 22-DEC-2022 21-DEC-2023 INDUSTRI 10,000.00 On-Going
11 Projek Khas Ump Smart Flood Warning System Member 14-SEP-2022 13-SEP-2024 SPECIAL PROJECT GRANT 196,500.00 On-Going
12 E-Lobster: Smart Water Quality System With Stream Data Analytics For Fresh Water Lobster Commercial Farming Member 20-DEC-2021 19-DEC-2023 LAB2MARKET SEED FUND 182,000.00 -
13 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 PADANAN MTUN - INDUSTRI 350,000.00 -
14 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 ANTARABANGSA 350,000.00 -
15 Pilot Plant For Smart Farming System Of Fresh Water Lobster: Hatchery, Breeding & Harvesting Member 04-SEP-2019 03-DEC-2021 MTUN COMMERCIALISATION FUND 117,000.00 -
16 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 GERAN DALAM 37,800.00 -
17 A New Hexagonal Lattice Structure In Kohonen'S Supervised Neural Network Learning Algorithm For Dataset Classification Problem Member 01-JAN-2019 30-SEP-2021 FRGS 59,200.00 -
18 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 -
19 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 GERAN DALAM 28,300.00 -
20 Enhancement Of Fingerprint Image Security Based On The Enhanced Watermarking Technique Member 15-APR-2018 14-JUL-2020 GERAN DALAM 20,000.00 -
21 Spiking Neural Network For Anomaly Detection In Time Series Data Member 20-JUL-2016 19-JUL-2018 GERAN DALAM 20,690.00 -
22 Skin Care Routine Decision Support System Member 29-JUN-2016 28-JUN-2017 GERAN DALAM 20,100.00 -
23 Web-Based Highland Agricultural Diasease Diagnostic System Member 01-MAY-2009 30-APR-2010 GERAN DALAM 27,000.00 -
24 Development Of Read-One-Write-All Synchronization Transaction Daemon (Rowa-Std) In Distributed Systems Member 01-AUG-2008 10-OCT-2010 GERAN DALAM 16,000.00 -
25 Applying Data Mining Technique To Classify Breast Cancer By Smooth Support Vector Machine Member 03-SEP-2007 09-FEB-2008 GERAN DALAM 20,000.00 -
26 Development Of Visitor Information Management System Member 03-SEP-2007 09-FEB-2008 GERAN DALAM 20,000.00 -
27 Optimisation Of Fermentation Process In Small/Cottage Industry By Data Mining Techniques. Member 04-JAN-2007 30-MAR-2009 GERAN DALAM 50,000.00 -
No Project Customer Start Date End Date Project Amount (RM)
No Type Name Registration No File Date
1 Copyright Heavy Precipitation Forecasting Model
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 ANTARABANGSA
2 Institute of Electrical and Electronics Engineers 01/01/2017 31/12/2017 null
3 MALAYSIA BOARD OF TECHNOLOGIST (MBOT) 23/03/2023 22/03/2024 null
4 MALAYSIA BOARD OF TECHNOLOGIST (MBOT) 23/03/2023 22/03/2024 null