Dr. Ku Muhammad Na'Im Bin Ku Khalif

 kunaim@umpsa.edu.my

 094316701

Sarjana (2023)

Sains Komputer dan Matematik

Universiti Malaya


IJAZAH KEDOKTORAN (DOCTORAL DEGREE)(2016)

Sains Matematik dan Komputer

University Of Portsmouth,United Kingdom


IJAZAH SARJANA (MASTERS DEGREE)(2011)

Matematik

Universiti Teknologi MARA, Cawangan Shah Alam


IJAZAH SARJANA MUDA (BACHELOR DEGREE)(2010)

Matematik

Universiti Teknologi MARA, Cawangan Shah Alam





Biography

-



Current Progress


Expertise

Data Science

Neural Network Computer

MODERATE

Data Science

Exploratory Data Analysis

HIGH

Data Science

Artificial Intelligence

MODERATE

Supervised Learning, Unsupervised Learning, Reinforcement Learning, Model Evaluation

Machine Learning

HIGH

Operation Research, Multi Criteria Decision Making

Operation Research/Management Science

MODERATE

Knowledge Discovery In Databases, Regression, Classification, Clustering. Association Rules

Data Mining

HIGH

Econometric, Mathematical Modelling, Forecasting

Mathematical Economics

MODERATE

Fuzzy Mathematics, Fuzzy Decision Making, Fuzzy Systems, Fuzzy Logic

Fuzzy Mathematics

VERY HIGH
No Code Subject
1 BSD3433 EXPERIMENTAL DESIGN ANALYSIS
2 MSM4424 PROGRAMMING & SIMULATION
3 BSD4543 DEEP LEARNING
4 BSD3734 DATA SCIENCE PROJECT II
5 BUM2413 APPLIED STATISTICS
6 MSM4244 DATA MINING
7 MSM4284 APPLIED MACHINE LEARNING
8 BSD3533 DATA MINING
9 BSD3722 DATA SCIENCE PROJECT I
10 MSK1123 DATA MINING FOR CHEMICAL PROCESSES
11 BSD2513 ARTIFICIAL INTELLIGENCE
12 BSD3724 DATA SCIENCE PROJECT II
No. Title Role Start Date End date Agency Grant Amount(RM) Status
1 Development Of Super-Resolution Fuzzy Deep Learning With Fine-Tuned Vision Transformer (Srfuzz-Ftvt) For Brain Tumour Detection Leader 01-AUG-2024 31-JUL-2026 FRGS 70,200.00 On-Going
2 Leveraging Transformer Models And Gpt-4 For Enhanced Sentiment Analysis In Malaysia Halal Product Markets (Uic241505) Leader 23-FEB-2024 22-FEB-2025 PADANAN ANTARABANGSA 10,000.00 On-Going
3 Leveraging Transformer Models And Gpt-4 For Enhanced Sentiment Analysis In Malaysia Halal Product Markets (Rdu242704) Leader 23-FEB-2024 22-FEB-2025 ANTARABANGSA 10,000.00 On-Going
4 Dynamic Risk Assessment Framework For Hazard And Operability (Hazop) With Fuzzy Multi-Criteria Decision Making Via Spherical Z-Numbers Leader 01-DEC-2023 30-NOV-2025 GERAN DALAM 29,500.00 On-Going
5 An Intuitionistic Z-Number And Its Application For Risk Assessment In Oil And Gas Industry Leader 01-SEP-2022 31-AUG-2025 PGRS 2,500.00 On-Going
6 An Intergrated Of Z-Numbers And Hesitant Fuzzy Sets For Fuzzy Decision Making In Lustering Analysis For Subjective Well-Being Of Working Youth In Malaysia Leader 10-DEC-2020 09-DEC-2023 PGRS 4,500.00 -
7 Formulation Of Hybrid Fuzzy Multi-Criteria Decision Making Model To Risk Assessment In Oil And Gas Industry Using Hesitant Uncertain Linguistic Z-Numbers Leader 01-SEP-2019 31-MAY-2022 FRGS 61,200.00 -
8 Hesitant Linguistic Z-Numbers For Group Decision Making Leader 15-MAR-2019 14-JUN-2021 GERAN DALAM 23,000.00 -
9 Linguistic Z-Topsis Similarity Approach For Company Performance In Malaysia Leader 15-APR-2018 14-APR-2019 SEED MONEY 5,500.00 -
10 Digital Locker/Lemari Digital Member 01-MAR-2024 31-OCT-2024 TANPA PERUNTUKAN 0.00 On-Going
11 Enhancing Rice Import Demand Forecasting In Malaysia: A Hybrid Approach Integrating Box-Jenkins And Long Short-Term Memory (Lstm) Models Member 01-NOV-2023 31-OCT-2025 KERJASAMA STRATEGIK MTUN 40,000.00 On-Going
12 Parameterization Of River Water Flow Using Images And Video-Based Techniques Member 01-JUL-2023 30-JUN-2025 GERAN DALAM 40,000.00 On-Going
13 Predictive Statistical Modelling On Enhancing Students' Performance Using Hybrid Artificial Neural Network And Structural Equation Modelling Member 25-DEC-2022 24-DEC-2024 PENYELIDIKAN SAINS SOSIAL 35,800.00 On-Going
14 Automated Product Counting And Real-Time Dashboard For Kaneka Production (Uic220825) Member 22-DEC-2022 21-DEC-2023 PADANAN INDUSTRI 24,000.00 -
15 Automated Product Counting And Real-Time DashboardFor Kaneka Production (Rdu222408) Member 22-DEC-2022 21-DEC-2023 INDUSTRI 24,000.00 -
16 Deep Learning Via Long Short-Term Memory (Lstm) ModelIn Predicting Stock Price (Uic221520) Member 01-DEC-2022 30-NOV-2024 PADANAN ANTARABANGSA 22,071.02 On-Going
17 Deep Learning Via Long Short-Term Memory (Lstm) Model In Predicting Stock Price (Rdu222707) Member 01-DEC-2022 30-NOV-2024 ANTARABANGSA 22,071.02 On-Going
18 Predictive Analytics Of Influential Economic Indicators Towards Malaysian Ringgit Valuation By Using Regression Algorithm Member 01-OCT-2022 30-SEP-2024 GERAN DALAM 27,100.00 On-Going
19 Development Of A Predictive Algorithm For Heart Disease Using An Ensemble Of Logit Model And Nearest Neighbour Tree Method Based On Smartwatch Data Member 25-APR-2021 24-APR-2023 GERAN DALAM 22,500.00 -
20 Module Developer For Future Innovator'S School (Fis) Data Science Subject Member 01-JUL-2020 30-JUN-2022 INDUSTRI 48,000.00 -
21 Clustering-Based Procedures For Identifying Multiple Outliers In Univariate Circular Data For Biological Data Member 25-JUN-2019 24-SEP-2021 GERAN DALAM 24,850.00 -
22 Determination Of Nonabelian Tensor Products Of Nontrivial Actions For Finite Cyclic 2-Groups Member 15-MAR-2019 14-JUN-2021 GERAN DALAM 22,800.00 -
23 A Study On The Decision Making Support In Scheduling And Vehicle Routing Problems Via Trade-Off Ranking Method Member 01-JAN-2019 30-SEP-2021 FRGS 61,700.00 -
No Project Customer Start Date End Date Project Amount (RM)
No Type Name Registration No File Date
No Description

* Data sehingga 11 April 2019

No Professional Bodies (Association/Other Association) Start Date End Date Level