Data Mining, Associative Classification, Phishing, Feature Selection.
Thabtah F., Abdelhamid N., (2016), Clustering Phishing Features: A new Prospective Learning, Journal of Information and Knowledge Management(JIKM). In press (Dec 2016)
Abdelhamid N., Ayesh A. (2014d) Emerging Trends in Associative Classification Data Mining. Journal of IJEEE. Vol. 3, No. 1, February, 2015 (50-53).
Abdelhamid et al.,(2014a) Phishing Detection based Associative Classification Data Mining. Expert Systems With Applications (ESWA), 41 (2014) 5948–5959.
Abdelhamid N., Ayesh.A.(2014b). Associative Classification Approaches: Review and Comparison, Journal of Information and Knowledge Management (JIKM). Published in July 2014.
Abdelhamid N et al., (2014c) MCAC: Multi-label Rules Generation via Parallel Associative Classification. Parallel Processing Letters journal. Vol 24-1 (1-24). WorldScinet.
Abdelhamid N., Ayesh A., Thabtah F., Ahmadi S., Hadi W (2012b) MAC: A multiclass associative classification algorithm. Journal of Information and Knowledge Management(JIKM). 11 (2), pp. 1250011-1 - 1250011-10. WorldScinet.
Thabtah F., Abdelhamid N., (2016) Ranking and Grouping Website’s Features to Combat Phishing. 7th International Conference on Computer Science and Information Technology (CSIT 2016) IEEEXplore , Amman , Jordan. , pp 189-193
Abdelhamid N., Abdel Jabbar A., Thabtah F., (2016) , Associative Classification Common Research Challenges, 45th International Conference on Parallel Processing Workshops (ICPPW) 2016, IEEEXplore Philadelphia, USA . pp 432-437
Abdelhamid N., Ayesh A., Thabtah F. (2013) Associative Classification Mining for Website Phishing . Proceedings of the International conference on AI ‘2013, pp. 687-695. Las Vegas, USA.
Abdelhamid N., Ayesh A.,Thabtah F. (2012a) “An Experimental Study of Three Different Rule Ranking Formulas in Associative Classification Mining. Proceedings of the IEEE 7th International Conference for Internet Technology and Secured Transactions, pp. (795-800), London, UK.
Abdelhamid N., Ayesh A., Thabtah F., Hadi W., Ahmadi S., (2011) A new multiclass associative classification data mining algorithm. Proceedings of the 2011 ACM Conference on Innovations in Computing and Engineering Machinery, pp. (24-31). Amman, Jordan. (CICEM 2011)
PhD (Computer Science- Data Mining) De Montfort University, United Kingdom
Bachelor’s in Engineering (Software Engineering) University of Bradford, United Kingdom
Feb 2016-May 2016 – Senior Lecturer, Nelson Marlborough Institute of Technology, Global Campus, Auckland New Zealand
2014-2015 – Associate Professor - Canadian University Dubai, Dubai UAE
2011-2012 – Deputy Principal – Retaal International Academy, Amman Jordan
2006-2011- IT Instructor – Mashrek International School – IB World School – Amman Jordan
Grants & Awards
Hyper-ICT award from the EU for ICT development of outer Amman --2011
I have successfully managed to obtain a competitive EU grant (JEDCO) of 46,300 Euros to develop an ICT centre in outer Amman for the development of the local community. Hyper-ICT also provides free courses for those who qualify as financially unable.
PhD student at Victoria University, Australia in the area of Decision Support Systems.