Dr. Huma Basheer

huma.basheer@adjunct.paf-iast.edu.pk

Dr. Huma Basheer

Assistant Professor (Statistics)

Biography

Huma Basheer is serving as an Assistant Professor at Department of IT and Computer Science, Pak-Austria Fachhochschule: Institute of Applied Sciences and Technology, Pakistan. She obtained her Ph.D. in Science/Statistics from Department of Mathematics & Statistics, Faculty of Applied Sciences and Technology (FAST), Universiti Tun Hussein Onn Malaysia (UTHM), Malaysia. Earlier, she received her Master of Science (M.Sc.) in Statistics in from Gomal University, Dera Ismail Khan and her Bachelor degree in Statistics from University of Science & Technology Bannu, Pakistan. She worked as a Research Associate and has successfully carried out funded research projects at the Department of Mathematics & Statistics, Faculty of Applied Sciences and Technology (FAST), UTHM, Malaysia. She has presented her research work at various renowned international conferences and won Best Oral Presenter Award. She has several publications in reputed journals. She taught and supervised undergraduate and postgraduates’ students. She is teaching courses of probability and statistics, applied Statistics, Business Mathematics & Statistics, and Mathematics at the Department of IT & Computer Sciences, Biomedical Sciences and Business School at Pak-Austria Fachhochschule: Institute of Applied Sciences and Technology. Her main research interest is in Statistical Modelling, Neural Networks, Applied Statistics, Time Series forecasting, GMDH and Data Science Applications.

Professional Appointments

  • Assistant Professor Statistics, Department of IT and CS, PAF-IAST, Oct 2023
  • Research Associate at Department of Mathematics & Statistics, FAST UTHM, 2021–2022
  • Graduate Research Assistantship (GRA) at Department of Mathematics & Statistics, UTHM (May 2015 – Jan 2018)

Education

  • Ph.D. in Statistics, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Johor, Malaysia, 2021
  • M.Sc in Statistics, Gomal University, Dera Ismail Khan, Pakistan 2012.
  • Bachelor in Statistics, University of Science & Technology Bannu, Pakistan,2009

Publications

Modelling and Forecasting of Monthly Crude Palm Oil Price of Malaysia using Hybrid Wavelet-Modified GMDH Model, ASM Science Journal, 2022, pp 1–12, https://doi.org/10.32802/asmscj.2022.1158

Huma Basheer, Azme Khamis,

https://doi.org/10.32802/asmscj.2022.1158

Crude Palm Oil Price Forecasting: Comparative Study of Hybrid GMDH Neural Network and ARIMA Model,

Springer Proceeding in Physics, 2022, pp 289–308, SPPHY, volume 273, https://doi.org/10.1007/978-981-16-8903-1_27

Huma Basheer, Azme Khamis,

https://doi.org/10.1007/978-981-16-8903-1_27

Forecasting of crude palm oil price using hybridizing wavelet and group method of data handling model. Mal. J. Fund. Appl. Sci., 2017, 13, 642–648. https://doi.org/10.11113/mjfas.v13n4.735

Huma Basheer, Azme Khamis,  https://doi.org/10.11113/mjfas.v13n4.735

A Hybrid Group Method of Data Handling (GMDH) with the Wavelet Decomposition for Time Series Forecasting. ARPN Journal of Engineering and Applied Sciences, 2016, 11(18), pp. 10792–10800Huma Basheer, Azme Khamis, https://www.arpnjournals.org/jeas/research_papers/rp_2016/jeas_0916_4987.pdf

Forecasting of crude palm oil price (CPO) and Soybean Oil (SBO) Prices using Group Method of Data Handling. Proceedings of 4th International Science Postgraduate Conference 2016 (ISPC2016), Universiti Teknologi Malaysia ISBN 978-967-0194-54-7, Pp. 265–274.

Basheer, Azme Khamis,

Forecasting of crude palm oil price using hybrid model of Group Method of Data Handling with wavelet decomposition. Proceedings of 6th International Graduate Conference on Engineering Science & Humanity (6th IGCESH 2016), UTM, Malaysia, ISBN: 978-967-0194-67-7, Pp. 520–523

Basheer, Azme Khamis,

Research Interests

  • Statistical Modelling
  • Neural Networks
  • Applied Statistics
  • Time series forecasting
  • GMDH & Data Science Application

Projects

  • A hybrid Group Method of Data Handling (GMDH) with the Wavelet Decomposition for Time Series Forecasting, Project No: UTHM/500/600/U305

Awards & Prizes

  • Best Oral Presenter Award at International Seminar on Mathematics in Industry 2021 Organized by UTM-Centre for Industrial and Applied Mathematics, 17-19 August 2021.
  • Graduate Incentive Award, UTHM, Malaysia ,2015-2018
  • Travel Grant, HEC, 2015