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Dr. Eman Mohamed Khorsheed

Associate Professor

Mathematics
17437574
S41-2087
ekhorsheed@uob.edu.bh

Areas of Expertise

Statistics, Data Science, and Operations Research

Education

PhD

Biography

Dr. Eman Khorsheed has a Ph. D in Statistics from University of Bath- UK, 2007, a Data Science Professional Certificate from IBM- USA, 2020, and a Postgraduate Certificate in Academic Practice from York St. John University- UK, 2011. She is an Associate Professor of Statistics & Data Science in the department of Mathematics since 2023. She is a Fellow of the Higher Education Academy- UK. In 2021, she became an Elected Member of the International Statistical Institute (ISI). Most recently, she has been elected a Council Member of the International Society for Business and Industrial Statistics (ISBIS). She is an author of several refereed publications. Her areas of expertise are Statistics, and data science for modeling real-life problems in different sectors including Energy, Public Health, Environment, Industry, Economics, & Space Sciences. She has organized/participated in several international conferences.

Achievements

  • Certificate of Appreciation from Supreme Council for Women, Bahrain,
  • Bahraini Women Hackathon “Challenge and Innovation”, 2019.

Affiliations

  • International Society for Business & Industrial Statistics (ISBIS) - Elected Council Member
  • International Statistical Institute (ISI) - Elected Member
  • The Higher Education Academy - HEA (UK)

Grants & Contracts Awarded

  • Grant from the 61st World Statistics Congress to participate in the International Statistical Institute congress (WSC), Marrakech, Jul. 2017.
  • Research grant from Deanship of Scientific Research, University of Bahrain, Project (28/2013) entitled A Sequential data mining approach to matching space and terrestrial phenomena, 2013-2014.

Publications & Presentations

  1. A New Hybrid Methodology for Time-Series Data Analytics with An Application on Long-Term Load Forecasting for the Kingdom of Bahrain- presentation (invited speaker) at The 2nd International Conference on Data ‘Future of Everything' organized by the International Group of Artificial Intelligence (IGOAI) in association with the Council of Representatives (مجلس النواب) of the Kingdom of Bahrain, March 2022.
  2. Artificial Intelligence models versus a machine learning aided model for severity prediction of COVID-19: A Population-Based Study- presentation (invited speaker) at The 2nd Virtual Summit on AI in Healthcare organized by the International Group of Artificial Intelligence (IGOAI) and Shaikh Nasser Artificial Intelligence Research & Development Centre in association with Government Hospitals. December 2023.
  3. Khorsheed, E., Hurn M. and Jennison, C., 2011. Mapping Electron Density in the Ionosphere: A principle component MCMC algorithm. Computational Statistics & Data Analysis, 55 (1), pp. 338-352.
  4. M. Abdel-Aty and E. Khorsheed, 2012. Some Statistical Properties of Two Three-level Ions. Proceedings of 1st International Conference on Decision Modeling (ICDeM), March, 2012, Malaysia.
  5. Khorsheed, E. (2014). My Engineering Students Neglect their Statistics Course Homework: What Policies Should Introduce to Motivate them to do their Homework? International Journal of Learning Management Systems, 2 (2), pp. 119-137.
  6. Mwitondi, K. and Khorsheed, E. (2016). A Parameter Leveraging Method for Unsupervised Big Data Modelling, Journal of Statistics Applications & Probability, 5(2), pp. 203-211.
  7. E. Khorsheed, (2018). Long-term Energy Peak Load Forecasting Models: A Hybrid Statistical Approach. IEEE Xplore- Proceedings of the 1st Advances in Science and Engineering Technology Multi-Conferences (ASET), 6-7th Feb, 2018, UAE.
  8. E. Khorsheed, and M. Razzaghi (USA), (2019). Bayesian Model Averaging for Benchmark Dose Analysis in Developmental Toxicology. Applied Mathematics & Information Sciences, 13(1), pp. 1-10.
  9. E. Khorsheed, (2019). Women Parliamentrians Impact on Economic Growth: A Cross-Country Statistical Evidence. IEEE Xplore- Proceedings of The 8th International Conference on Modeling, Simulation and Applied Optimization, Bahrain, April 15th – 17th, 2019.
  10. E. Khorsheed, (2019). Energy Load Forecasting: Bayesian & Exponential Smoothing Hybrid Methodology. International Journal of Energy Sector Management, Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/IJESM-06-2019-0005
  11. E. Khorsheed, and M. Razzaghi (USA), (2020). Model Averaged Benchmark Dose Analysis for Multiple Outcomes in Developmental Toxicity Experiments. Applied Mathematics & Information Sciences, 14(4), pp. 733-742.
  12. E. Khorsheed, HS Salinas, and HS Bakouch. (2021). A New family of Skew-Normal lifetime Distributions for Industrial Applications. IEEE Xplore- Proceedings of the International Conference on Data Analytics for Business and Industry. Bahrain, 26-27 Oct. 2020.
  13. E. Khorsheed, (2020). The Impact of Women Parliamentarians on Economic Growth: Modelling & Statistical Analysis of Empirical Global Data. International Journal of Statistics and Probability, 9(3), pp. 23-35.
  14. E. Khorsheed, H. Salinas, and H. Bakouch. (2022). A Flexible Probability Model for Reliability Data Analysis: The Extended Half-Normal Distribution with further Results. Kuwait Journal of Science, 49(2), pp. 1-14.

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Dr. Eman Mohamed Khorsheed

Associate Professor

Mathematics
17437574
S41-2087
ekhorsheed@uob.edu.bh

Areas of Expertise

Statistics, Data Science, and Operations Research

Education

PhD

Biography

Dr. Eman Khorsheed has a Ph. D in Statistics from University of Bath- UK, 2007, a Data Science Professional Certificate from IBM- USA, 2020, and a Postgraduate Certificate in Academic Practice from York St. John University- UK, 2011. She is an Associate Professor of Statistics & Data Science in the department of Mathematics since 2023. She is a Fellow of the Higher Education Academy- UK. In 2021, she became an Elected Member of the International Statistical Institute (ISI). Most recently, she has been elected a Council Member of the International Society for Business and Industrial Statistics (ISBIS). She is an author of several refereed publications. Her areas of expertise are Statistics, and data science for modeling real-life problems in different sectors including Energy, Public Health, Environment, Industry, Economics, & Space Sciences. She has organized/participated in several international conferences.

Achievements

  • Certificate of Appreciation from Supreme Council for Women, Bahrain,
  • Bahraini Women Hackathon “Challenge and Innovation”, 2019.

Affiliations

  • International Society for Business & Industrial Statistics (ISBIS) - Elected Council Member
  • International Statistical Institute (ISI) - Elected Member
  • The Higher Education Academy - HEA (UK)

Grants & Contracts Awarded

  • Grant from the 61st World Statistics Congress to participate in the International Statistical Institute congress (WSC), Marrakech, Jul. 2017.
  • Research grant from Deanship of Scientific Research, University of Bahrain, Project (28/2013) entitled A Sequential data mining approach to matching space and terrestrial phenomena, 2013-2014.

Publications & Presentations

  1. A New Hybrid Methodology for Time-Series Data Analytics with An Application on Long-Term Load Forecasting for the Kingdom of Bahrain- presentation (invited speaker) at The 2nd International Conference on Data ‘Future of Everything' organized by the International Group of Artificial Intelligence (IGOAI) in association with the Council of Representatives (مجلس النواب) of the Kingdom of Bahrain, March 2022.
  2. Artificial Intelligence models versus a machine learning aided model for severity prediction of COVID-19: A Population-Based Study- presentation (invited speaker) at The 2nd Virtual Summit on AI in Healthcare organized by the International Group of Artificial Intelligence (IGOAI) and Shaikh Nasser Artificial Intelligence Research & Development Centre in association with Government Hospitals. December 2023.
  3. Khorsheed, E., Hurn M. and Jennison, C., 2011. Mapping Electron Density in the Ionosphere: A principle component MCMC algorithm. Computational Statistics & Data Analysis, 55 (1), pp. 338-352.
  4. M. Abdel-Aty and E. Khorsheed, 2012. Some Statistical Properties of Two Three-level Ions. Proceedings of 1st International Conference on Decision Modeling (ICDeM), March, 2012, Malaysia.
  5. Khorsheed, E. (2014). My Engineering Students Neglect their Statistics Course Homework: What Policies Should Introduce to Motivate them to do their Homework? International Journal of Learning Management Systems, 2 (2), pp. 119-137.
  6. Mwitondi, K. and Khorsheed, E. (2016). A Parameter Leveraging Method for Unsupervised Big Data Modelling, Journal of Statistics Applications & Probability, 5(2), pp. 203-211.
  7. E. Khorsheed, (2018). Long-term Energy Peak Load Forecasting Models: A Hybrid Statistical Approach. IEEE Xplore- Proceedings of the 1st Advances in Science and Engineering Technology Multi-Conferences (ASET), 6-7th Feb, 2018, UAE.
  8. E. Khorsheed, and M. Razzaghi (USA), (2019). Bayesian Model Averaging for Benchmark Dose Analysis in Developmental Toxicology. Applied Mathematics & Information Sciences, 13(1), pp. 1-10.
  9. E. Khorsheed, (2019). Women Parliamentrians Impact on Economic Growth: A Cross-Country Statistical Evidence. IEEE Xplore- Proceedings of The 8th International Conference on Modeling, Simulation and Applied Optimization, Bahrain, April 15th – 17th, 2019.
  10. E. Khorsheed, (2019). Energy Load Forecasting: Bayesian & Exponential Smoothing Hybrid Methodology. International Journal of Energy Sector Management, Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/IJESM-06-2019-0005
  11. E. Khorsheed, and M. Razzaghi (USA), (2020). Model Averaged Benchmark Dose Analysis for Multiple Outcomes in Developmental Toxicity Experiments. Applied Mathematics & Information Sciences, 14(4), pp. 733-742.
  12. E. Khorsheed, HS Salinas, and HS Bakouch. (2021). A New family of Skew-Normal lifetime Distributions for Industrial Applications. IEEE Xplore- Proceedings of the International Conference on Data Analytics for Business and Industry. Bahrain, 26-27 Oct. 2020.
  13. E. Khorsheed, (2020). The Impact of Women Parliamentarians on Economic Growth: Modelling & Statistical Analysis of Empirical Global Data. International Journal of Statistics and Probability, 9(3), pp. 23-35.
  14. E. Khorsheed, H. Salinas, and H. Bakouch. (2022). A Flexible Probability Model for Reliability Data Analysis: The Extended Half-Normal Distribution with further Results. Kuwait Journal of Science, 49(2), pp. 1-14.

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