
Curriculum Vitae
BIOGRAPHY
Dr. Elayaraja Aruchunan embarked on his academic journey at Curtin University Malaysia in March 2008, where he has forged an illustrious path in the realm of research. His remarkable prowess in research led him to be bestowed with a prestigious scholarship by the Australian Government in 2012, enabling him to pursue his doctoral degree. Following the completion of his doctorate, he continued as an academic role at Curtin University in Australia before becoming a part of the University of Malaya's academic community in November 2020. Presently affiliated with the Department of Decision Science, Dr. Aruchunan brings with him a wealth of expertise in the domain of numerical analysis, computational applied statistics, and an emphasis on Machine Learning analysis spanning over a remarkable span of 14 years. His ongoing research delves into the realm of hybrid algorithms for Machine Learning, iterative approaches for tackling intricate mathematical models within the domain of science, engineering, and industry, as well as the nuances of big data analysis. His research canvas extends even further, encompassing the innovative application of Machine Learning methodologies to address multifaceted challenges such as plastic waste management, agricultural optimization, and economic modeling. He currently supervises a cohort of postgraduate research scholars, nurturing the academic growth of three doctoral candidates and two Master's students. His scholarly pursuits have been additionally strengthened through the acquisition of research grants from both domestic and international sources. A strong advocate for the dissemination of knowledge and the fostering of collaborative synergies, Dr. Aruchunan actively engages in partnerships with esteemed local institutions such as USM, UMT, UKM, UTP, UTM, and UMS. Furthermore, he extends his collaborative spirit to the global arena, collaborating with researchers from Curtin University (Australia), Riga Technical University (Latvia), Mohidol University (Thailand), and Universitas Islam Negeri Fatmawati Sukarno (Indonesia).
AREAS OF EXPERTISE
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NUMERICAL ANALYSISHybrid Numerical Methods, Computational Complexity Analysis
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HYBRID MACHINE LEARNING ANALYSISPlastic Waste Management (PWM) Modelling and Agriculture Modelling
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DATA MININGData Science and Big Data Analysis
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DIFFERENCE,DIFFERENTIAL,INTEGRAL,INTEGRO-DIFFERENTIAL AND FUNCTIONAL EQUATIONS
ACADEMIC QUALIFICATION
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Ph.D (Mathematics and Statistics) (2018), (Statistics)Curtin University, Australia
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MSc (Mathematics) (2013), (Mathematics)Universiti Malaysia Sabah (Ums)
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BSc (Hons) (Mathematics with Economics), (Mathematics With Economics)Universiti Malaysia Sabah (Ums)
ADMINISTRATIVE DUTIES
- Committee Members01 Sep 2022 - 31 Dec 2050 (Institute of Mathematical Sciences, Faculty of Science)
- Manager01 Jan 2023 - 31 Dec 2023 (Department)
- Timetable Coordinator01 Jan 2021 - 31 Dec 2023 (Department)
- Timetable Coordinator01 Jan 2023 - 31 Dec 2023 (Institute of Mathematical Sciences, Faculty of Science)
- Committee Members03 Jan 2023 - 31 Dec 2023 (Department)
- Timetable committee06 Jul 2021 - present (Institute of Mathematical Sciences, Faculty of Science)
- Chairman03 Jun 2021 - present (Institute of Mathematical Sciences, Faculty of Science)
- Coordinator09 Sep 2021 - 31 Dec 2022 (Institute of Mathematical Sciences, Faculty of Science)
- Manager16 Dec 2020 - 15 Dec 2022 (Institute of Mathematical Sciences, Faculty of Science)
- Chairman03 Feb 2022 - 03 Jun 2022 (Institute of Mathematical Sciences, Faculty of Science)
MEMBERSHIPS
- EDITORIAL BOARD MEMBER OF MODERN INTELLIGENT TIMES, EDITORIAL BOARD2022 to present (International)
- PANEL PENASIHAT AKADEMIK, MEMBER2022 to 2023 (University)
- ACADEMIC EDITOR OF ASIAN JOURNAL OF PROBABILITY AND STATISTICS, EDITORIAL BOARD2022 to 2023 (International)
- INTERNATIONAL ASSOCIATION OF ENGINEERS (IAENG), MEMBERSince 2010 (International)
- INTERNATIONAL ASSOCIATION OF COMPUTER SCIENCE AND INFORMATION TECHNOLOGY (IACSIT), MEMBERSince 2010 (International)
- PERSATUAN SAINS MATEMATIK MALAYSIA (PERSAMA), MEMBER2021 to 2022 (National)
AWARD AND STEWARDSHIP
- Best Researcher AwardVDGOOD Professional Association, 2023 (International)
- Certificate of Excellence in ReviewingAsian Journal of Probability and Statistics, 2023 (International)
- Gold Award 8th Teaching and Learning Innovation Festival (TLIF) 2022Universiti Teknologi PETRONAS, 2022 (National)
- Certificate of Excellence in Peer-Reviewingcertificate of peer-reviewing, 2022 (International)
- Certificate of Excellence in ReviewingJournal of Advances in Mathematics and Computer Science, 2020 (International)
PUBLICATIONS
Article in Journal
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Hamid, Abdul Aziz K. Abdul; Nawi, Wan Imanul Aisyah Wan Mohamad; Lola, Muhamad Safiih; Mustafa, Wan Azani; Malik, Siti Madhihah Abdul; Zakaria, Syerrina; Aruchunan, Elayaraja; Zainuddin, Nurul Hila; Gobithaasan, R. U.; Abdullah, Mohd Tajuddin (2023). Improvement of Time Forecasting Models Using Machine Learning for Future Pandemic Applications Based on COVID-19 Data 2020-2022, DIAGNOSTICS. 13(6), . doi:10.3390/diagnostics13061121
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Naganthran, Kohilavani; Hashim, Ishak; Nazar, Roslinda; Jalaluddin, Dian Adline; Aruchunan, Elayaraja (2023). Thermocapillarity in Cross Hybrid Nanofilm Flow Past an Unsteady Stretching Sheet, COATINGS. 13(4), . doi:10.3390/coatings13040702
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Nawi, Wan Imanul Aisyah Wan Mohamad; Hamid, Abdul Aziz K. Abdul; Lola, Muhamad Safiih; Zakaria, Syerrina; Aruchunan, Elayaraja; Gobithaasan, R. U.; Zainuddin, Nurul Hila; Mustafa, Wan Azani; Abdullah, Mohd Lazim; Mokhtar, Nor Aieni; Abdullah, Mohd Tajuddin (2023). Developing forecasting model for future pandemic applications based on COVID-19 data 2020-2022, PLOS ONE. 18(5), . doi:10.1371/journal.pone.0285407
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Muthuvalu, Mohana Sundaram; Aruchunan, Elayaraja; Ali, Majid Khan Majahar; Chew, Jackel Vui Lung; Sunarto, Andang; Lebelo, Ramoshweu; Sulaiman, Jumat (2022). Complexity Reduction Approach for Solving Second Kind of Fredholm Integral Equations, SYMMETRY-BASEL. 14(5), . doi:10.3390/sym14051017
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Aruchunan, E., Chew, J. V. L., Muthuvalu, M. S., Sunarto, A., & Sulaiman, J. (2021). A Newton-Modified Weighted Arithmetic Mean Solution of Nonlinear Porous Medium Type Equations. Symmetry-Basel, 13(8), 12. doi: 10.3390/sym13081511
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Ping, L; Furuoka, F; Rasiah, R; Aruchunan, E (2021). CAN CHINA'S FOREIGN DIRECT INVESTMENT CAUSE ECONOMIC GROWTH IN ASEAN?, SINGAPORE ECONOMIC REVIEW. (), . doi:10.1142/S0217590821500740
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Sunarto, A., Agarwal, P., Sulaiman, J., Chew, J. V. L., & Aruchunan, E. (2021). Iterative method for solving one-dimensional fractional mathematical physics model via quarter-sweep and PAOR. Advances in Difference Equations, 2021(1), 12. doi: 10.1186/s13662-021-03310-2
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Nawi, W., Lola, M. S., Zakariya, R., Zainuddin, N. H., Abd Hamid, A. K., Aruchunan, E., & Nazzrol, N. S. A. (2021). Improved of Forecasting Sea Surface Temperature based on Hybrid ARIMA and Support Vector Machines Models. Malaysian Journal of Fundamental and Applied Sciences, 17(5), 609-620.
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K Abdul Hamid A.A., Wan Mohamad Nawi W.I.A., Lola M.S., Mustafa W.A., Abdul Malik S.M., Zakaria S., Aruchunan E., Zainuddin N.H., Gobithaasan R.U., Abdullah M.T. (2023). Improvement of Time Forecasting Models Using Machine Learning for Future Pandemic Applications Based on COVID-19 Data 2020 2022, Diagnostics. 13(6), . doi:10.3390/diagnostics13061121
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Naganthran K., Hashim I., Nazar R., Jalaluddin D.A., Aruchunan E. (2023). Thermocapillarity in Cross Hybrid Nanofilm Flow Past an Unsteady Stretching Sheet, Coatings. 13(4), . doi:10.3390/coatings13040702
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Nawi W.I.A.W.M., Hamid A.A.K.A., Lola M.S., Zakaria S., Aruchunan E., Gobithaasan R.U., Zainuddin N.H., Mustafa W.A., Abdullah M.L., Mokhtar N.A., Abdullah M.T. (2023). Developing forecasting model for future pandemic applications based on COVID-19 data 2020-2022, PLoS ONE. 18(5 MAY), . doi:10.1371/journal.pone.0285407
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Chew J.V.L., Aruchunan E., Sunarto A., Sulaiman J. (2022). Numerical Solution of Nonlinear Diffusion in One Dimensional Porous Medium Using Hybrid SOR Method, Kyungpook Mathematical Journal. 62(4), 699-713. doi:10.5666/KMJ.2022.62.4.699
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Chew J.V.L., Aruchunan E., Sunarto A., Sulaiman J. (2022). Quarter-Sweep Successive Over-relaxation Approximation to the Solution of Porous Medium Equations, IAENG International Journal of Applied Mathematics. 52(2),
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Muthuvalu M.S., Aruchunan E., Ali M.K.M., Chew J.V.L., Sunarto A., Lebelo R., Sulaiman J. (2022). Complexity Reduction Approach for Solving Second Kind of Fredholm Integral Equations, Symmetry. 14(5), . doi:10.3390/sym14051017
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Aruchunan, E., Chew, J. V. L., Muthuvalu, M. S., Sunarto, A., & Sulaiman, J. (2021). A newton-modified weighted arithmetic mean solution of nonlinear porous medium type equations. Symmetry, 13(8). doi: 10.3390/sym13081511
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Nawi, W. I. A. W. M., Lola, M. S., Zakariya, R., Zainuddin, N. H., Abd Hamid, A. A. K., Aruchunan, E., & Nazzrol, N. S. A. (2021). Improved of forecasting sea surface temperature based on hybrid arima and support vector machines models. Malaysian Journal of Fundamental and Applied Sciences, 17(5), 609-620. doi: 10.11113/MJFAS.V17N5.2356
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Sunarto, A., Agarwal, P., Sulaiman, J., Chew, J. V. L., & Aruchunan, E. (2021). Iterative method for solving one-dimensional fractional mathematical physics model via quarter-sweep and PAOR. Advances in Difference Equations, 2021(1). doi: 10.1186/s13662-021-03310-2
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L. Ping, F. Furuoka, R. Rasiah and E. Aruchunan (2021). Can China's foreign direct investment cause economic growth in Asan? The Singapore Economic Review. https://doi.org/10.1142/s0217590821500740
Chapter in Books
- Aruchunan, E., Siri, Z., Aziz, M.H.B.N., Wahab, M.H.A., Muthuvalu, M.S., Sulaiman, J. (2022). Solution of Peak Junction Temperature with Crank-Nicolson and SOR Approach, Intelligent Systems Modeling and Simulation II, Vol. 444, 225-234. Springer.
- Aruchunan, E., Siri, Z., Naganthran, K., Aziz, M.H.B.N., Ghazali, S.A., Muthuvalu, M.S., Sulaiman, J. (2022). Thermal Analysis of VLSI Systems using the Successive Over Relaxation (SOR) Method, Intelligent Systems Modeling and Simulation II, Vol. 444, 207 223. Springer.
- Chew, J.V.L., Sulaiman, J., Aruchunan, E., Sunarto, A. (2022). Efficient Iterative Approximation for Nonlinear Porous Medium Equation with Drainage Model, Intelligent Systems Modeling and Simulation II, Vol. 444, pp. 291-303. Springer.
- E Aruchunan, MS Muthuvalu, Z Siri, SSA Kumar, J Sulaiman, JVL Chew, MKM Ali, (2022). Examination of Half-Sweep Closed Newton Cotes Quadrature Schemes in Solving Dense System. Towards Intelligent Systems Modeling and Simulation, Vol.383, 413-430.
Article in Proceeding
- Furuoka, F., Uchiyama, Y., Lim, B., Pazim, K. H., Aruchunan, E., Paidi, R., Nikitina, L. Jingyi, L. & Omar. S. A. (2022, May). Effects of the COVID-19 Pandemic on Gig Economy in Malaysia: An Application of Tragedy of the Commons'. Istanbul International Modern Scientific Research Congress -III, Istanbul, Turkey.
- Uchiyama, Y., Furuoka, F., Lim, B., Pazim, K. H., Aruchunan, E., Paidi, R., Nikitina, L. & Omar. S. A. (2022, May). The Solidarity Role of the Fearless Cities Initiative: A Lesson on the Malaysian E-Hailing Sector. Conference: Istanbul International Modern Scientific Research Congress -III, Istanbul, Turkey.
- Y. Uchiyama, R. Paidi and E. Aruchunan. 2022. Consumer Behaviour in On-Demand Application-Based Gig Economy Operations A Conceptual Framework. KARABAKH III. International Congress of Modern Studies in Social Sciences and Humanities "Year of Shusha - 2022" June 7-10, 2022 Karabagh/Azerbaijan. Pg. 36-45.
- A. Paramasivam, N. M. Micheal and E. Aruchunan (2021). The Influence of Brand Loyalty and Perceived Quality on Consumer Buying Behaviour of Smartphones among Politeknik Kota Kinabalu Sabah, Malaysia Students. Proceedings book of Middle East International Conference On Contemporary Scientific Studies-V, March 27-28, Ankara, Turkey, (pp. 379 Vol (III)). Ankara, Turkey. ISBN - 978-625-7898-38-6.
- E.Aruchunan and Z. Siri. (2021). Numerical Investigation of Composite Simpson s Second Rule in Solving Fourth-Order Integro-Differential Equations. Proceedings book of Middle East International Conference On Contemporary Scientific Studies-V, March 27-28, Ankara, Turkey, ISBN - 978-625-7898-38-6.
- W. I. A. W. M., Nawi. M. S. Lola and E. Aruchunan (2021). A Hybrid ARIMA and Support Vector Machines for Improved Stock Price Forecasting. Proceedings book of Middle East International Conference On Contemporary Scientific Studies-V, March 27-28, Ankara, Turkey, (pp. 384 Vol (I). Ankara, Turkey. ISBN - 978-625-7898-38-6.
RESEARCH INTEREST
- MACHINE LEARNING APPLICATIONS AND ANALYSIS IN PLASTIC WASTE MANAGEMENT (Big Data, Data Mining, Supervised and Unsupervised Leaning)
- NUMERICAL ANALYSIS (Developing hybrid numerical algorithms, Computational Complexity Analysis) (Stationary and Non-stationary Methods)
RESEARCH PROJECT
National
- 2021 - 2024, Fundamental Research Grant Scheme (FRGS)Elucidation Of Effects Of The Covid-19 Pandemic On Gig Economy In Malaysia ( Co-Researcher)
- 2021 - 2023, RU GeranEffects Of The Covid-19 Pandemic On Gig Workers In Asean Countries ( Co-Researcher)
- 2022 - 2023, Government Agency - Manage by UMCARESHybrid Machine Learning Model To Build A Rigid Pedestrian Walkway Pavement From Plastic Waste ( Principal Investigator(PI))
CONSULTANCY PROJECT
- Excel Workshop for Beginners, Universiti Malaya, Consultant07 Dec 2021 - 07 Dec 2021 (National)
PAPER PRESENTED
INVITED SPEAKER
- Quantitative Analysis and SPSS Basic Training, JEMPUTAN SEBAGAI PENCERAMAH DALAM SLOT KURSUS KAEDAH PENYELIDIKAN DALAM PENTADBIRAN AWAM (EQB7001), Fakulti Perniagaan dan Ekonomi (University) (16 Dec 2022 - 30 Dec 2022)
- Machine Learning: Application of Random Forest Algorithms in Developing Regression Model from Lamb Carcass C-site Fat Depth Data, 2nd Virtual Symposium on The Current Trend in Quantitative Methods and ItsApplications , INTI INTERNATIONAL UNIVERSITY (National) (03 Jun 2022 - 03 Jun 2022)
- The Trend of Data Mining Application, A VIRTUAL SYMPOSIUM ON CURRENT TRENDS IN QUANTITATIVE METHODS AND ITS APPLICATIONS, INTI International University (International) (28 May 2021 - 28 May 2021)
ORAL PRESENTER
- Numerical Investigation of Composite Simpson s Second Rule in Solving Fourth-Order Integro-Differential Equations, Middle East International Conference On Contemporary Scientific Studies-V, Lebanese University (International) (27 Mar 2021 - 28 Mar 2021)
- A Hybrid ARIMA and Support Vector Machines for Improved Stock Price Forecasting., Middle East International Conference On Contemporary Scientific Studies-V, Lebanese University (International) (27 Mar 2021 - 28 Mar 2021)
- The Influence of Brand Loyalty and Perceived Quality on Consumer Buying Behaviour of Smartphones among Politeknik Kota Kinabalu Sabah, Malaysia Students., Middle East International Conference On Contemporary Scientific Studies-V, Lebanese University (International) (27 Mar 2021 - 28 Mar 2021)
ACADEMIC/PROFESSIONAL SERVICES
Evaluation
- (2023) Linearized Crank-Nicolson Scheme for The Two-Dimensional Nonlinear Riesz Space Fractional Convection-Diffusion Equation, International, (Reviewer)
- (2022) Extraction of Exact Solutions of Higher-Order Sasa-Satsuma Equation With Modified Riemann-Liouville Derivative, International, (Reviewer)
- (2022) Investigation of Zagreb Indices and Zagreb Coindices of Line Graphs Implementing Subdivision Process, National, (Reviewer)
- (2022) Developing Optimization and Prediction Model for Gold Price Forecasting in Malaysia, National, (Reviewer)
- (2022) Estimating Active Cases of Covid-19 Postschool Re-Opening in Malaysia Using S-I-R Modelling, National, (Reviewer)
- (2022) Research Proposal -2022/2 Inti Iu Seed Grant, National, (External Examiner)
- (2022) Candidature Defence Evaluation, University, (Internal Examiner)
- (2022) Phd Proposal Defence Evaluation, University, (Internal Examiner)
- (2021) A Socioeconomic Approach to The Profile of Microcredit Holders of The Hispanic Minority in The Usa, International, (Reviewer)
- (2021) An Improvement On a Class of Fixed Point Iterative Methods for Solving Absolute Value Equations, International, (Reviewer)
- (2021) High Order Spline Finite Element Method for The Fourth-Order Parabolic Equations, International, (Reviewer)
- (2021) A New Numerical Technique for Solving Singularly Perturbed Convection-Diffusion Problem With Integral Boundary Condition, International, (Reviewer)
- (2021) A Numerical Approach for Solving Distributed Order Time-Fractional Partial Differential Equation, International, (Reviewer)
Contribution to event
- (2022) Grand Final Question Vetting Workshop, National, (Panelist/Moderator)
- (2021) Consultant of Excel Workshop for Beginners, University, (Course Facilitator)
- (2021) Proposal Defence -Phd, University, (Panelist/Moderator)
- (2021) Chairing, University, (Panelist/Moderator)
Mentoring
- (2023) Advisor for Study Programs of Undergraduate, University, (Academic Advisor)
SUPERVISION
Postgraduate Student
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(2023) Design and Application on Epidemic Model based on Data-driven and Complex Networks, RUI HU
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(2023) Determinants on China's Export of Higher Education to Asian Market, Lin Cong
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(2023) Explore the mechanism of new media content marketing for enhancing brand loyalty among Chinese cosmetics brands., YI ZHANG
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(2021) SOCIAL AND BEHAVIOURAL SCIENCE, LIN CONG
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(2023) Convective Heat Transfer of Cattaneo Heat Flux Model Over Hybrid Nanofluid, NG WEI LI
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(2023) HIGHER ORDER COMPACT FINITE DIFFERENCE-BICONJUGATE GRADIENT METHOD IN SOLVING NON-LINEAR POISSON EQUATIONS, THARSHINNI DEVI A/P SHANMUGAM
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(2021) A Noval Varient of Iterative method in Solving Partial Integro-differential Equation, Ng Wei Li
Under Graduate Students
- (2023) Industrial Training, Low Pei Yi
- (2023) EFFECTIVENESS OF LEARNING MATHEMATICS USING MATH APPLICATION FOR UNDERGRADUATE STUDENTS
- (2023) MHD HYBRID NANOFILM FLOW PAST AN UNSTEADY STRETCHING SURFACE
- (2023) NUMERICAL SOLUTION FOR SOLVING FOURTH ORDER ORDINARY DIFFERENTIAL EQUATION BY USING RATIONAL FINITE DIFFERENCE – MSOR METHOD
- (2023) RATIONAL FINITE DIFFERENCE – ARITHMETIC MEAN METHOD FOR SOLVING SECOND ORDER ORDINARY DIFFERENTIAL EQUATIONS
- (2023) SEAWEED MODEL BY USING RANDOM FOREST
- (2023) SEAWEED MODEL BY USING RANDOM FOREST REGRESSION
- (2023) SOLVABILITY FOR 3rd ORDER ORDINARY DIFFERENTIAL EQUATION BY USING FINITE DIFFERENCE METHOD
- (2023) SUPPORT VECTOR MACHINE REGRESSION MODEL OF V-GROOVE HYBRID SOLAR DRIER FOR SEAWEED DRYING IN MALAYSIA
- (2023) Boundary Layer Flow of Ternary Nanofluid Over a Shrinking Sheet
- (2022) Industrial Training, NURUL AISYAH BINT M HUSNI
- (2022) ACCELERATED NUMERICAL METHOD FOR SOLVING BRAIN TUMOR MODEL
- (2022) Machine learning: Application of partial least square in regression
- (2022) Machine learning: Application of random forest in regression
- (2022) Performance analysis of geometric mean method in determining the peak junction temperature of semiconductor device
- (2022) Prediction of lamb carcase C-site fat depth using Support Vector Machine
- (2022) Solution of Brain Tumor Growth Model
- (2022) Thermal analysis of VLSI system by using geometric mean method
- (2022) Thermal analysis of VLSI system by using Successive Over Relaxation (SOR)
- (2022) Performance analysis of Successive Over Relaxation (SOR) method in determining peak junction temperature of semiconductor device
- (2021) COMPACT FINITE DIFFERENCE IN SOLVING 2D POISSON EQUATIONS
- (2021) Industrial Training Supervision - Ahmad Dzulhilmi Bin Ahmad Safaruddin
- (2021) Industrial Training Supervision - Aribah Hanisah Binti Abdul Rahman
- (2021) Industrial Training Supervision - Lim Chee Yin
- (2021) Industrial Training Supervision - Mohammad Harris Bin Mokhtar
- (2021) Industrial Training Supervision - Puteri Wardiah Qasrina Binti Dzulkeffly
- (2021) NUMERICAL SOLUTION FOR SECOND ORDER ORDINARY DIFFERENTIAL EQUATIONS BY USING COMPACT FINITE DIFFERENCE SCHEME
- (2021) NUMERICAL SOLUTIONS IN SOLVING NONLINEAR ORDINARY DIFFERENTIAL EQUATIONS BY USING COMPACT FINITE DIFFERENCE-SUCCESSIVE OVER-RELAXATION METHOD
- (2021) Teaching Training Supervision - Wee Yoke Wei
TEACHING
Master
- (2023) EQC7013 - Operations Research Methods
Bachelor/First Degree
- (2023) CIX1003 - Business Statistics
- (2022) SIN2001 - Mathematical Methods Ii
- (2021) SIN2007 - Management Mathematic
- (2021) SIN2001 - Mathematical Methods Ii
- (2021) SIX1004 - Statistics
- (2021) SIN2001 - Mathematical Methods Ii
- (2021) SIN2007 - Management Mathematic
- (2021) SIX1004 - Statistics
- (2020) SIN2007 - Bachelor/First Degree
- (2020) SIX1004 - Bachelor/First Degree
SOCIAL RESPONSIBILITY ACTIVITIES
- Menjemput Untuk Memberi Taklimat dan One to One Guidance Untuk Program Jom Masuk U 2022, (24 Jun 2022 - 24 Jun 2022) (National)
- Facilitator for Stem Education in School, (01 Mar 2021 - 31 Dec 2021) (National)
COURSE ATTENDED
Internal / External Course
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SEMINAR LATIHAN STAF : PENGGUNAAN APLIKASI ATAS TALIAN DALAM MELICINKAN PENGURUSAN MAYA , Secara Atas Talian (17 Aug 2021 - 17 Aug 2021)
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EMERALD TEACHING AND LEARNING 2021, Microsoft Teams (17 May 2021 - 31 May 2021)
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BENGKEL PENCAPAIAN KPI DAN TRANSFORMASI PEMBANGUNAN STAF ISM 2021, Institut Sains Matematik (12 Jan 2022 - 12 Jan 2022)