Şebnem's Publications

Şebnem Er

International Academic Activities and Publications

Er, S. (2023). Spatial Distribution of Health Care Facilities in City of Cape Town, South Africa."5th International Conference on Advanced Research Methods and Analytics (CARMA 2023), 28 June – 30 June 2023, Universidad de Sevilla, Spain
Redelinghuys, J., Er, Ş. (2023). "soMLier: a South African wine recommender system". Journal of Wine Research 34 (1), 54-80.
Baiju, V., Er, S., Dufourq, E. (2022). Word Sense Disambiguation in the Domain of Sentiment Analysis through Deep Learning."International Conference on Data Science and Applications, Fethiye, Turkey, 7-11 September 2022
Du Toit, C., Er, S., Salau, S. (2022). Cape Town road traffic accident analysis: Utilising supervised learning techniques and discussing their effectiveness."4th International Conference on Advanced Research Methods and Analytics (CARMA), 29 June – 1 July 2022, Valencia, Spain
CR Conrady, Ş Er, CG Attwood, LA Roberson, L de Vos (2022). " Automated detection and classification of southern African Roman seabream using mask R-CNN. Ecological Informatics, 69, 101593
Du Toit, C., Salau, S., Er, S. (2021). "Network Based Point Pattern Analysis of Traffic Accidents in City of Cape Town, South Africa", 17th Applied Statistics International Conference, 20-22 September 2021, Bled, Slovenia

Poster presentation can be viewed here

Jacqueline Hoare, Dan J Stein, Sarah J Heany, Jean-Paul Fouche, Nicole Phillips, Sebnem Er, Landon Myer, Heather J Zar, Steve Horvath, Andrew J Levine (2021). "Accelerated epigenetic aging in adolescents living with HIV is associated with altered development of brain structures. Journal of neurovirology, 1-9.
Jacqueline Hoare, Dan J Stein, Sarah J Heany, Jean-Paul Fouche, Nicole Phillips, Sebnem Er, Landon Myer, Heather J Zar, Steve Horvath, Andrew J Levine (2020). "Accelerated epigenetic aging in adolescents from low-income households is associated with altered development of brain structures Metabolic Brain Disease.
T. M. F. N. van de Ven, A. E. McKechnie, S. Er & S. J. Cunningham (2020). "High temperatures are associated with substantial reductions in breeding success and offspring quality in an arid-zone bird". Oecologia, Vol. 193, pp.225-235.
Vongani Maluleke, Sebnem Er, Quentin Williams (2018). "Estimating Poverty Using Aerial Images: South African Application."Data Science and Applications, VOL. 1, NO. 1, 2018
Vongani Maluleke, Sebnem Er, Quentin Williams (2018). "Estimating Poverty Using Aerial Images: South African Application."International Conference on Data Science and Applications, October 4-7, 2018, Yalova, Turkey
Sebnem Er (2018). "Spatio-Temporal Multivariate Imputation of Missing Air Quality Data." 11. INTERNATIONAL STATISTICS DAYS CONFERENCE, 03-07 OCTOBER 2018
Sebnem Er (2017). "Cluster Analysis of European Countries According to Their Happiness Levels and Trust on their Legal System, Police Force, Parliament and Politicians." Applied Statistics 2017 International Conference, September 24 - 27, 2017, Ribno (Bled), Slovenia
A Adukaite, I van Zyl, Ş Er, L Cantoni. (2017). " Teacher perceptions on the use of digital gamified learning in tourism education: The case of South African secondary schools, Computers and Education, 111, 172-190. (# Citations: 1)
A Bera, S Er, N Fidan. (2017). " Spatial Dependence in Financial Data: Importance of the Weights Matrix, Arthaniti, 15 (2), 30-44.
Sebnem Er, Chao Mulenga. (2016). "Validity of the Psychological Capital Questionnaire in the South African context. South African Statistical Association 58th Annual Conference, 28 November – 1 December 2016. (presented by Sebnem ER)
Lipika Bhagadin, Sebnem Er. (2016). "Multivariate Extreme Value Theory with an Application to Climate Data. South African Statistical Association 58th Annual Conference, 28 November – 1 December 2016. (Poster presentation by Lipika Bhagwadin)
Paulo Reis Mourao, Şebnem Er. (2015). The Effect of Female Labor on the Preschool Enrollment Rates of European Countries: A Panel Data Approach, World Congress of Comparative Economics, Rome, 25-27 June 2015 (presented by Paulo Mourao).
Sebnem Er, Marcin Kozak. (2014). "Methods in the practice of sample allocation in stratified sampling: Review and perspectives. South African Statistical Association 56th Annual Conference, 27-30 October 2014. (presented by Sebnem ER)
Anil K. Bera, Şebnem Er, Neslihan Fidan Keçeci. (2014). "Spatial Dependence in Financial Data: Importance of the Weights Matrix. The 8th World Conference of The Spatial Econometrics Association, Zurich, 11-13 June 2014 (presented by Neslihan Fidan Keçeci).
Şebnem Er, (2014). "Alternative Measures of Weights Matrices. Seminar in Spatial Econometrics Advanced Institute, Spatial Econometrics Summer School, Rome, Universita Cattolica del Sucro Cuore of Rome, 23 May 2014.
Şebnem Er, Nuray Tezcan. (2013). "“Classification Of Borsa Istanbul Firms Based On Market Performance Data: Comparison Of Classification And Regression Trees”, In Proceedings of Advances in Business-Related Scientific Research Conference, Rome 2013 (presented by Nuray Tezcan).
Acar Bolat, Bilge, Şebnem Er, (2013). Path to Development via Gender Equality: A Structural Equation Modelling of Female Human Capital Factors. SASA 2013 South African Statistical Association National Conference, Limpopo, 6 November 2013.
Şebnem Er, (2013). " Spatial Analysis Of Factors Affecting Female Labour Force Participation Rates In Turkey (In Turkish). Oneri Journal, 40 (10), 35-44. (# Citations: 7)
Şebnem Er, Fidan, Neslihan. (2013). " Modeling Istanbul Stock Exchange-100 Daily Stock Returns: A Nonparametric GARCH Approach. Journal of Business, Economics & Finance 2 (1), 36-50. (# Citations: 5)
Şebnem Er. (2012). "Book Review: Multivariate Generalized Linear Models Using R by Damon M. Berridge and Robert Crouchley, Boca Raton, Chapman & Hall/CRC Press, 2011", Journal of Applied Statistics, 23 April 2012.
Şebnem Er. (2012). "Comparison of the Efficiency of the Various Algorithms in Stratified Sampling when the Initial Solutions are Determined with Geometric Method", International Journal of Statistics and Applications, 2012, 2(1),pp.1-10.
Şebnem Er. (2012). "Women Indicators of Economic Growth: A Panel Data Approach", Economic Research Guardian, 2012, 2(1), pp.27-42.
Şebnem Er. (2011). "Women Indicators of Economic Development: A Panel Data Approach", EBES 2011 CONFERENCE- ZAGREB, Croatia, October 13-15, 2011.
Şebnem Er. (2011). "Computational Methods for Optimum Stratification: A Review", 58th World Statistics Congress, ISI 2011, Dublin, Ireland, 21-28 August 2011, Sampling Skewed Populations Special Topics Session.
Jane M. Horgan, Şebnem Er. (2010). "Algorithms for the Stratification of Skewed Populations", Applied Statistics 2010 International Conference, September 19 - 22, 2010, Ribno (Bled), Slovenia.
Jane M. Horgan, Şebnem Er. (2010). "A First Course in Probability with R", 30th Conference on Applied Statistics in Ireland, CASI2010, 16-18 May 2010, Hotel Ramada, Portrush, Northern Ireland.
Şebnem Er, Neyran Orhunbilge. (2010). "Factors Affecting Stock Returns of Turkish Manufacturing Firms Quoted in Istanbul Stock Exchange (ISE): Fixed Effects Panel Data Approach", 30th Conference on Applied Statistics in Ireland, CASI2010, 16-18 May 2010, Hotel Ramada, Portrush, Northern Ireland.
Jane M. Horgan (Keynote Speaker), Şebnem Er. (2009). "Simulating Probability with R", Maltepe University International Conference of Mathematical Sciences, 5 August 2009, İstanbul, Türkiye.
Şebnem Er, Timur Keskintürk, Jane M.Horgan. (2008). "Genetic Algorithms versus Geometric Stratification: Computation Efficiency versus Simplicity", Seminar at DCU, Dublin-Ireland, 18 March 2008.
Timur Keskinturk, Sebnem Er. (2007). "A Genetic Algorithm Approach To Determine Stratum Boundaries and Sample Sizes of Each Stratum in Stratified Sampling", Computational Statistics and Data Analysis, Vol. 52, Issue 1, 15 September 2007, s.53-67.
Ebru Demirci, Sebnem Er. (2006). "Oil prices, GDP and Inflation in Turkey: A Vector Autoregression Analysis", Applied Statistics 2006 International Conference, 17-20 September 2006, Slovenia.

National Academic Activities and Publications

Ebru Demirci, Şebnem ER. (2007). "Impact of Raw Oil Prices on Turkish Current Account Deficit" (In Turkish), 8th Turkey Econometrics & Statistics Conference, 24-25 May 2007, Inonu University.
Timur Keskintürk, Şebnem Er. (2007). "Solving the Problem Loading Cylindrical Products on a Conveyer with Genetic Algorithm and a Real Life Application"(In Turkish), Operational Research and Industrial Engineering 27th National Conference, 2-4 July 2007, Dokuz Eylul University.
Şebnem Er, Timur Keskintürk. (2006). "Determination of Stratum Boundaries and Sample Sizes of Each Stratum in Stratified Sampling by Genetic Algorithm" (In Turkish), Operational Research and Industrial Engineering 26th National Conference, 2006, Kocaeli University.
Şebnem Er, Timur Keskintürk. (2005). "Determination of Logistic Regression Coefficients with Genetic Algorithm" (In Turkish), Operational Research and Industrial Engineering 25th National Conference, 2005, Koc University.