Aggarwal D. & Sharma D. (2019). Application of Clustering for Student Result
Analysis. International Journal of Recent Technology and Engineering, 7(6C):
50-53.
Asif R., Merceron A. & M. K. Pathan. (2014). Predicting Student Academic
Performancce at Degree Level: A Case Study. International Journal of Intelligent Systems
and Application, 01: 49-61.
Azhar Muhammad, Abdul Hafiz Abdullah, Bushrah Basiron, Kamarul Azmi Jasmi, & Sulaiman Shakib
Mohd Noor. (2007). The Mastery of Religious Based Secondary School Student on
the Education of Arabic Rhetoric. Johor, Malaysia: Pusat Pengajian Islam dan
Pembangunan Sosial, Universiti Teknologi Malaysia.
Bao W. (2020). COVID-19 and online teaching in higher education: A case study of Peking
University. Hum Behav & Emerg Tech, 2020(2), 113-115. doi:10.1002/hbe2.191
Coronavirus disease (COVID-19) in Malaysia. (2020, July 21). Retrieved from
https://www.scribbr.com/apa-style/citing-online-sources-no-author-date-
title/#:~:text=To%20cite%20a%20website%20or,author%2C%20use%20the%2
0title%20instead.
Creswell, J. W. (2014). Research Design: Qualitative, Quantitative, and Mixed Methods
Approaches (Fourth). California: SAGE Publications, Inc.
doi:10.1007/s13398-014-0173-7.2
Daniel J. (2013). Making Sense of Moocs: Musings in a Maze of Myth, Paradox and
Possibility. Open EducRes, 2012(3), 18.
Danilov D. (1997). Principal Components in Time Series Forecast. Journal of
Computational and Graphical Statistics. 6:112–121.
Danilov D. (1997). The Caterpillar Method for Time Series Forecasting. In
“Principal Components of Time Series: the Caterpillar method”. University of
St. Petersburg; 1997. p. 73–104.
doi: 10.5171/2012.622480
Dong, Y., Zhang, L., Liu, Z., Wang, J. (2020). Integrated Forecasting Method for Wind
Energy Management: A Case Study in China. Processes, 8(35): 1:26.
Erum Shahzadi & Zahoor Ahmad. (2011). A study on academic performance of university
students. Proc. 8?? International Conference on Recent Advances in Statistics. Lahore,
Pakistan – February 8-9
Galiher, S. (2006). Understanding the effect of extracurricular involvement. A Research
Project Report Presented to the School of Education Indiana University South Bend
in Partial Fulfilment of the Requirements for the Degree Master of Education.
Gay, L. R., & Airasian (2003). Educational Research: Competencies for Analysis and Applications
(7th Ed.). Upper Saddle River, NJ: Merrill/Prentice Hall.
Ghodsi M., Hassani H., Rahmani D. & Emmanuel S. S. (2017). Vector and
Recurrent Singular Spectrum Analysis: Which is better at Forecasting. Journal of Applied
Statistics, 2017: 1-28.
Gillet-Swan, J. (2017). The Challenges of Online Learning Supporting and Engaging the Isolated
Learner. Journal of Learning Design, 10(1), 20-30.
Golyandina N. E. & Shlemov A. (2015). Variations of Singular Spectrum Analysis for
Separability Improvement: Non-orthogonal Decompositions of Time Series.
Statistics and Its Interface, 8: 277-294.
Golyandina N. E. & Korobeynikov A. (2014). Basic Singular Spectrum Analysis
Forecasting with R. Computational Statistics & Data Analysis, 71: 934-954.
Golyandina N. E., Nekrutkin, V. & Zhigljavsky A. (2001). Analysis of Time Series
Structure: SSA and related techniques. New York, London: Chapman
Hall/CRC.
Hadei, M., Hopke, P.K., Jonidi, A. and Shahsavani, A. (2020). A letter about the
airborne transmission of SARSCoV-2 based on the current evidence. Aerosol
Air Qual. Res., 20, 991–914. doi: 10.4209/aaqr.2020.04.0158
Han, B. & Watts, M. J. (2016). July, 2016. Predicting the Academic Performance of
International Students on an Ongoing Basis. Computer and Information
Technology Research and Education New Zealand (CITRENZ) 2016.
https://www.researchgate.net/publication/317179060_Predicting_the_Acade
mic_Performance_of_International_Students_on_an_Ongoing_Basis.
Han, J., Kamber, M. & Pei, J. (2011). Data Mining: Concepts and Techniques. San
Francisco, CA: Morgan Kaufmann.
Hashima Hamsa, Simi Indiradevi & Khizakkethottham, J. J. (2016). Student Academic
Performance Prediction Model Using Decision Tree and Fuzzy Genetic
Algorithm. Procedia Technology, 25, 326-332.
Hassani H. & Mahmoudvand R. (2013). Multivariate Singular Spectrum Analysis:
A General View and New Vector Forecasting Approach. International
Journal of energy and Statistics, 1(1): 55-83.
K. Govindasamy & T. Velmurugan. (2018). Analysis of Student Academic
Performance Using Clustering Techniques. International Journal of Pure and
Applied Mathematics, (119)15, 309-323.
LearnX. (2020, July 20). Online Learning VS Offline Learning [Web log post].
Retrived from https://learnxapp.com/2020/07/20/online-learning-offlinelearning/
M. Al-Muz-Zammil Yasin & Noor Khaironisa’ Sarjuni. (2011). Persepsi Guru
Terhadap Gaya Kepimpinan Pengetua di Dua Buah Sekolah Menengah Di
Daerah Kluang, Johor. Johor, Malaysia: UTM Press.
Mahmoudvand, R., Rodrigues, T. (2015). Forecasting Mortality Rate by Singular
Spectrum Analysis. REVSTAT-Statistical Journal, 2015(13): 193-206.
Mansureh Kebritchi, Angie Lipschuetz & Lilia Santiague. (2017). Issues and
Challenges for Teaching Successful Online Courses in Higher Education: A
literature review. Journal of Educational Technology, 46(1), 4–29.
Mohamad Idham Md Razak (2020, April 09). COVID-19: Pembelajaran atas talian
suatu keperluan ke arah menuju Malaysia maju. Astro Awani. Retrieved from
http://www.astroawani.com/berita-malaysia/covid-19-pembelajaran-atastalian-
suatu-keperluan-ke-arah-menuju-malaysia-maju-237496
Muilenburg L. Y. & Berge Z. L. (2005). Student Barriers to Online Learning: A Factor
Analytic Study. Distance Educ, 26(1), 29–48.
Nahid Khalil Elfaki, Itedal Abdulraheem & Rashida Abdulrahim. (2019). Impact of e-
Learning vs. Traditional Learning on Student’s Performance and Attitude.
International Journal of Medical Research & Health Sciences, 8(10), 76-82.
Nor Adibah Abu Hasan, Nurhafizah Ahmad, Noor’ Aina Abdul Razak. (2017). Factors
that Significantly Affect College Students’ CGPA. International Academic
Research Journal of Social Science 3(1), 77-81.
Noraini Idris. (2013). Education for All: Malaysian Perspective. Perak, Malaysia:
Univision Press Sdn. Bhd.
Nurul Islam, Beer, M. & Slack, F. (2015). E-Learning Challenges Faced by Academics
in Higher Education: A Literature Review. Journal of Education and Training
Studies, 3(5), 102-112.
O. N. Darcan & B. Y. Badur. (2012). Student Profiling on Academic Performance
Using Cluster Analysis. Journal of e-Learning & Higher Education,
2012(2012), 1-8.
Raheela Asif, Agathe Merceron & Mahmood, K. P. (2015). Predicting Student
Academic Performance at Degree Level: A Case Study. International Journal
of Intelligent Systems Technologies and Applications, 1, 49-61.
Rahila Umer, Teo Sunsjak, Anuradha Matharani & Suriadi Suriadi. (2017). 14-15
December, 2017. Predicting Student’s Academic Performance in a MOOC
Environment. Kuala Lumpur, Malaysia.
https://www.researchgate.net/publication/323353407_Predicting_Student%2
7s_Academic_Performance_in_a_MOOC_Environment.
Rohana Yusof. (2003). Penyelidikan Sains Sosial. Selangor, Malaysia: PTS
Publications & Dist.
Sachio Hirokawa. October, 2018. Key Attribute for Predicting Student Academic
Performance. The 10th International Conference.
https://www.researchgate.net/publication/331419202_Key_attribute_for_pre
dicting_student_academic_performance.
Senian Malie & Oriah Akir. (2013). The Effects of Students’ Learning Approaches on
Their Academic Performance: A Perspective from Universiti Teknologi Mara
(Sarawak), Malaysia. Terengganu International Management and Business
Journal, 3(1), 37-45.
Shaharudin S.M., Ismail S., Tan M.L., Mohamed N.S., Sulaiman N.A.F. (2020).
Predictive Modelling of COVID-19 Cases in Malaysia based on Recurrent
Forecasting-Singular Spectrum Analysis Approach. International Journal of
Advanced Trends in Computer Science and Engineering, 9(1.4): 175-183.
Sreenivasarao, Vuda, & Capt Genetu Yohannes. (2012). Improving Academic
Performance of Students of Defence University Based on Data Warehousing
and Data Mining. Global Journal of Computer Science and Technology, 12(2),
29-36.
Timeline of WHO’s Response to COVID-19. (2020, June 30). Retrieved from
https://www.who.int/malaysia/emergencies/coronavirus-disease-(covid-19)-inmalaysia
Vile, J., Gillard, J., Harper, P., & Knight, V. (2012). Predicting Ambulance Demand
using Singular Spectrum Analysis. Journal of Operational Research Society, 63,
1556–1565. doi:10.1057/jors.2011.160
Wan Aziaris Aziz. (2015, November 19). Pembelajaran Atas Talian (EPSA, Coursera,
EDX, Futurelearn). Univerisiti Kebangsaan Malaysia (UKM). Retrieved from
http://www.ukm.my/wadahict/pembelajaran-atas-talian-epsa-courseraedxfuturelearn/
Wan Maziah Wan Ab Razak, Sharifah Alia Syed Baharom, Zalinawati Abdullah,
Haslenna Hamdan, Nurul Ulfa Abd Aziz & Ahmad Ismail Mohd Anuar.
(2019). Academic Performance of University Students: A Case in a Higher
Learning Institution [Paper presentation]. The 2nd International Conference
on Islamic Economics, Business, and Philanthropy (ICIEBP) Theme:
“Sustainability and Socio-Economic Growth”, Terengganu, Malaysia.
file:///C:/Users/ryzen%205/Downloads/4285-Article%20Text-19400-1-10-
20190331.pdf.
World Health Organization, Novel Coronavirus (2019-nCoV) Advice for the Public.
(2020). Retrieve from https://www.who.int/emergencies/diseases/novelcoronavirus-
2019/advice-for-public
Zakaria R., Stari S. Z., Damahuri N. A. & Khairudiin R. (2019). Descriptive Analysis
of Students' CGPA: A Case Study of Unversiti Malaysia Pahang. First
International Postgraduate Conference on Mechanical Engineering. United
Kingdom, 2019: 1-8.