PhD Computer Science and Informatics (College of Engineering, Mathematical and Physical Sciences, University College Dublin (UCD) in 2001-2006)
Tarik Ahmed Rashid
Professor CSE/ Director of QA&A
Dr. Tarik Ahmed Rashid received his Ph.D. in Computer Science and Informatics from College of Engineering, Mathematical and Physical Sciences, University College Dublin (UCD) in 2001-2006. He pursued his Post-Doctoral Fellow at the Computer Science and Informatics School, College of Engineering, Mathematical and Physical Sciences, University College Dublin (UCD) from 2006-2007. He Joined the University of Kurdistan Hewlêr (UKH) in 2017.
Chief Editor at the
UKH Journal of Science and Engineering (UKHJSE).
Chief Editor at the
UKH Journal of Social Sciences (UKHJSS
Telematics and Informatics - Journal - Elsevier. ISI.
Neural Computing and Applications, Springer. ISI.
Expert Systems with Applications. Journal - Elsevier. ISI.
Reviewer at the
Journal of Supercomputing, Springer, ISI.
Reviewer at IEEE
Access. Journal. ISI.
Reviewer at Soft Computing Jouranal, Springer
Alert Science Journals.
Science Publication Journals.
Reviewer at the
SAI Conferences - Research and Academic Conferences.
Salahaddin University Journal (Zanco Journal), Hawler, Kurdistan
Reviewer at Koya
Universtiy Journal (Zanco Journal), Koya, Kurdistan.
Kurdistan University Hawler 2016-Present: Duties at Kurdistan University Hawler, the School of Science and Engineering; Teaching Advanced Object Oriented Programming for MSc in Computer Software Engineering, Teaching Software System Design for MSc Computer System Engineering
Salahaddin University-Erbil, Kurdistan 24/04/2014-011-02/04/2017: Position; Professor and Director, The Information and Communication Technology Centre at Salahaddin University.
Salahaddin University-Erbil, Kurdistan 24/04/2010-24/04/2014: Assistant Professor
SABIS University (Hawler, Kurdistan) 2009-01/06/2010: Position; Dean of the College
College of Computer Technology (CCT, Dublin Ireland) 2006-2009: Position; Dean of the College
University College Dublin (UCD), National University of Ireland (NUI). (Dublin Ireland) 2006-2007: Position; Post-Doctoral Research Fellowship
University College Dublin (UCD), National University of Ireland (NUI). (UCD, Dublin Ireland) 2001-2006: Position; Researcher and Teaching Assistant
Teaching Master course at the computer science department, College of Education, 3/1/5/1759 in 8/11/2012.
Teaching undergraduate course at the Software engineering department, College of Engineering, Koya university, 1/3/20181 in 23/11/ 2011 .
Purchasing books for University committee member 7/54/778 in 4/4/2012 CE, SU.
Engineering Consultancy committee, 6n, 454 in 17/5/2012. College of Engineering. SU
Master Complaint’s committee member, the directorate of higher education. 5/8/ 2014, Salahadin University
Complaint’s committee member, the College of engineering. 30S / 197 in 14/6/2011, Salahadin University
Examination Complaint’s committee member, the College of engineering. 30S / 197 in 14/6/2011, Salahadin University
Discipline committee member, the College of engineering. 30n /314 in 9/10/2011, Salahadin University
Summer Training committee member, the College of engineering. 762 in 2/4/2012, Salahadin University
Summer Training committee member, the College of engineering. 6/ in 23/5/2009, Salahadin University
Inspection committee member, the directorate of higher education. 2148 in 5/August/2013. Salahadin University
Providing Software and software engineering committee member 179, 4/Nov/2013.
External examiner for Erbil Institute Technology, 2238/ in 4/June/2014
IT Representative for Ministry of Culture and Youth 51 in 18/2/2012. Salahadin University
Equalization and Evaluation committee member at the ministry of higher education, 7/54/3481 in 17/12/2012 ministry of higher education
Salahadin University Website Team member, 6n/97 in 3/may/ 2013 Salahadin university
Salahadin University new campus identity, 6n/439 in 17/march/2014 Salahadin university
Teaching Computer application, Master Course at the Soran University 1/1/84 in 12 June/2014 Soran University.
Higher education committee member at College of engineering from 2012-2014, 2/52/3466, in 7/Nov/2013.College of Engineering, SU.
Higher education committee member at Software College of engineering, SU, 106 in 19/6/2011.
Higher education committee member at College of engineering from 2011, 7/54/1758 in 21/6/2011.College of Engineering, SU.
Evaluation of University Journal Member, 6n/723 in 13/5/2014. Salahadin University.
Godar J. Ibrahim, Tarik A. Rashid, Mobayode O. Akinsolu. (2020). An energy efficient service composition mechanism using a hybrid meta-heuristic algorithm in a mobile cloud environment, Journal of Parallel and Distributed Computing, Volume 143, September 2020, Pages 77-87 DOI:https://doi.org/10.1016/j.jpdc.2020.05.002
Mehrbakhsh Nilashi, Hossein Ahmadi, Abbas Sheikhtaheri, Roya Naemi, Reem Alotaibi, Ala Abdulsalam Alarood, Asmaa Munshi, Tarik A Rashid, Jing Zhao (2020). Remote Tracking of Parkinson's Disease Progression Using Ensembles of Deep Belief Network and Self-Organizing Map, Expert Systems with Applications, 113562, https://doi.org/10.1016/j.eswa.2020.113562
Hossein Ahmadi, Azizah Abdul Manaf, Tarik A. Rashid, Sarminah Samad, Leila
Shahmoradi, Nahla Aljojo & Elnaz Akbari . Coronary Heart Disease
Diagnosis Through Self-Organizing Map and Fuzzy Support Vector Machine with
Incremental Updates. Int. J. Fuzzy Syst. . https://doi.org/10.1007/s40815-020-00828-7
D. A. Muhammed, S. A. M.
Saeed and T. A. Rashid (2020) "Improved Fitness-Dependent Optimizer
Algorithm," in IEEE Access, vol. 8, pp. 19074-19088, doi: 10.1109/ACCESS.2020.2968064
Aram M. Ahmed , Tarik A.
Rashid , and Soran Ab. M. Saeed (2020), Cat Swarm Optimization Algorithm: A
Survey and Performance Evaluation, Hindawi Computational Intelligence and
Neuroscience Volume 2020, Article ID 4854895, 20 pages https://doi.org/10.1155/2020/4854895
Hassan, Bryar; Rashid,
Tarik (2019), “Data for: statistical analysis and performance
evaluation of backtracking search optimisation algorithm compared with its
competitive algorithms ”, Mendeley Data, v3, http://dx.doi.org/10.17632/hx8xbyjmf5.3
Chnoor M. Rahman and
Tarik A. Rashid (2019). Dragonfly Algorithm and Its Applications in Applied
Science Survey, Computational Intelligence and Neuroscience, Hindawi. Volume
2019, Article ID 9293617, 21 pages. https://doi.org/10.1155/2019/9293617
Bryar A. Hassan and Tarik
A. Rashid (2019). Operational framework for recent advances in
backtracking search optimisation algorithm: A systematic review and performance
evaluation. Applied Mathematics and Computation. 124919, DOI: https://doi.org/10.1016/j.amc.2019.124919
Muhammed, D.A., Saeed,
S.A.M., Rashid, T.A. (2019). A simulation model for pedestrian crowd evacuation
based on various AI techniques. Revue d'Intelligence Artificielle, Vol. 33, No.
4, pp. 283-292. https://doi.org/10.18280/ria.330404
Danial Muhammed, Soran
Saeed, Tarik A. Rashid (2019). A Comprehensive Study on Pedestrians’
Evacuation, International Journal of Recent Contributions from Engineering, Science
& IT (iJES), Vol. 7, No. 4. 10.3991/ijes.v7i4.11767
Sarminah Samad, Azizah Abdul Manaf, Hossein Ahmadi, Tarik A. Rashid, Asmaa
Munshi, Wafa Almukadi, Othman Ibrahim, Omed Hassan (2019). Factors influencing
medical tourism adoption in Malaysia: A DEMATEL-Fuzzy TOPSIS approach,
Computers & Industrial Engineering, Volume 137, November 2019, 106005. https://doi.org/10.1016/j.cie.2019.106005
Naser Rostamnia and Tarik
A.Rashid (2019). Investigating the effect of competitiveness power in
estimating the average weighted price in electricity market, The Electricity
Journal, Vol 32, Issue 8, 106628, https://doi.org/10.1016/j.tej.2019.106628
Neda Ahmadi, Mehrbakhsh
Nilashi, Sarminah Smad, Tarik A.Rashid, Hossein Ahmadi (2109). An intelligent
method for iris recognition using supervised machine learning techniques,
Optics & Laser Technology, Vol. 120, 105701, https://doi.org/10.1016/j.optlastec.2019.105701
Ali Ahani, Mehrbakhsh
Nilashi, Elaheh Yadegaridehkordi, Louis Sanzogni, Tarik A. Rashid, Kathy Knox,
Sarminah Samad, Othman Ibrahim (2019). Revealing customers’ satisfaction and
preferences through online review analysis: The case of Canary Islands hotels,
Journal of Retailing and Consumer Services, Vol. 51, November, Pages
Hasan, A., Rashid, T.,
Ismael, B., & AL-Salihi, N. (2019, May 22). Transmission Control Protocol
Performance Monitoring for Simulated Wired University Computer Network using
OPNET. UKH Journal of Science and Engineering, 3(1), 18-28.https://doi.org/10.25079/ukhjse.v3n1y2019.pp18-28
Mokhtar Mohammadi, Ako Daraei, Tarik A. Rashid, Aryan Far H. Sherwania, Rabar
H. Faraj, Aso M. Darwesh (2019). Updating ground conditions and time-cost
scatter-gram in tunnels during excavation Automation in Construction, Volume
Hardi M. Mohammed, Shahla
U. Umar, and Tarik A. Rashid (2019). A Systematic and Meta-Analysis Survey of
Whale Optimization Algorithm, Computational Intelligence and Neuroscience, vol.
2019, Article ID 8718571, 25 pages.https://doi.org/10.1155/2019/8718571
A.S. Shamsaldin, T.A.
Rashid, R.A. Al-Rashid Agha, N.K. Al-Salihi, M. Mohammadi (2019). Donkey and
Smuggler Optimization Algorithm: A Collaborative Working Approach to Path
Finding, Journal of Computational Design and Engineering. Volume 6, Issue 4, October 2019, Pages
562-583. DOI: https://doi.org/10.1016/j.jcde.2019.04.004
Qahhar Muhammad Qadir ,
Tarik A. Rashid , Nawzad K. Al-Salihi , Birzo Ismael , Alexander A. Kist ,
Zhongwei Zhang. (2018). Low Power Wide Area Networks: A Survey of Enabling
Technologies, Applications and Interoperability Needs. IEEE Access. DOI:https://doi.org/10.1109/ACCESS.2018.2883151
Kym Fraser, Xin Deng,
Frank Bruno & Tarik A. Rashid (2018) Should academic research be relevant
and useful to practitioners? The contrasting difference between three applied
disciplines, Studies in Higher Education, DOI: 10.1080/03075079.2018.1539958
Tarik A. Rashid, Polla
Fattah and Delan K. Awlaa (2018), Using Accuracy Measure for Improving the
Training of LSTM with Metaheuristic Algorithms, Procedia Computer Science 140,
Ammar O. Barznji, Tarik
A. Rashid and Nawzad K. Al-Salihi. (2018). Computer Network Simulation of
Firewall and VoIP Performance Monitoring. iJOE, Vol. 14, No. 9, https://doi.org/10.3991/ijoe.v14i09.8508
Tarik A. Rashid and Saman
A. Abdulla (2018). A Hybrid of Artificial Bee Colony, Genetic Algorithm, and
Neural Network for Diabetic Mellitus Diagnosing, ARO-The Scientific Journal of
Koya University Volume VI, No.1, Article ID: ARO.10368, pp. 55-64 DOI: ARO
p-ISSN: 2410-9355, e-ISSN: 2307-549X http://dx.doi.org/10.14500/aro.10368
Asia L. Jabar and Tarik
A. Rashid (2018). A Modified Particle Swarm Optimization with Neural Network
via Euclidean Distance, International Journal of Recent Contributions from
Engineering, Science & IT (iJES), Vol. 6, No. 1, pp.1-18, https://doi.org/10.3991/ijes.v6i1.8080
Saeed, A.M., Rashid,
T.A., Mustafa, A.M. et al. An evaluation of Reber stemmer with
longest match stemmer technique in Kurdish Sorani text
classification. Iran J Comput Sci 1, 99–107 (2018) doi:https://doi.org/10.1007/s42044-018-0007-4
Arazo M. Mustafa and
Tarik A. Rashid (2017). Kurdish stemmer pre-processing steps for improving
information retrieval. Journal of Information Science, Vol. 44, Issue 1, pp. 15
– 27, https://doi.org/10.1177/0165551516683617
Tarik A. Rashid and Asia
L. Jabar (2016). Improvement on Predicting Employee Behaviour through
Intelligent Techniques. In IET Networks. The Institution of Engineering and
Technology, Vol. 5, No. 5,, pp. 136 – 142, DOI: 10.1049/iet-net.2015.0106, https://ieeexplore.ieee.org/document/7587514/
Tarik A. Rashid, Saman.
M. Abdulla, Rezhna. M. Abdulla (2016). Decision Support System for Diabetes
Mellitus through Machine Learning Techniques "International Journal of
Advanced Computer Science and Applications 7(7):170-178. http://dx.doi.org/10.14569/IJACSA.2016.070724
Gudar J. Ibrahim, Tarik
A. Rashid, Ahmed T. Sadiq (2016). Improving DNA Computing using Evolutionary
Techniques, International Journal of Advanced Computer Science and
Applications, Vol. 7, No. 3, pp. 109-121. (DOI) :10.14569/IJACSA.2016.070316
Tarik A. Rashid and
Hawraz A. Ahmad (2016). Lecturer Performance System Using Neural Network With
Particle Swarm Optimization. In Computer Applications in Engineering Education.
Wiley publication, Vol. 24, Issue 4, pp. 629-638.https://doi.org/10.1002/cae.21737
Haval Abdulkarim Ahmed,
Tarik A. Rashid, Ahmed T. Sadiq (2016). Face Behavior Recognition through
Support Vector Machines. (IJACSA) International Journal of Advanced Computer
Science and Applications, Vol. 7, No. 1, pp. 101-108. DOI: 10.14569/IJACSA.2016.070115
Tarik A. Rashid (2015).
Improvement on Classification Models of Multiple Classes through Effectual
Processes, International Journal of Advanced Computer Science and Applications
(IJACSA), Vol. 6, No. 7, pp. 55-62. (DOI) : http://dx.doi.org/10.14569/IJACSA.2015.060709
Tarik A. Rashid (2015).
Classifications Performance Enhancement for Students Realization Model, the
Journal of Zankoi Sulaimani Part-A- (Pure and Applied Sciences), Vol 17, No. 3,
pp. 225-234. DOI: https://doi.org/10.17656/jzs.10416
Abbas M. Salah, Tarik A.
Rashid, Shareef M. Shareef (2015). A Novel Hybrid Technique for Exchange Rate
Forecasting, the Journal of Zankoi Sulaimani Part-A- (Pure and Applied
Sciences), Vol. 17, No. 4. DOI: https://doi.org/10.17656/jzs.10434
Abbas M. Ali, Shareef M.
Shareef, Tarik A. Rashid (2015). Automatic License Plate Recognition in
Kurdistan Region of Iraq (KRI), the Journal of Zankoi Sulaimani Part-A- (Pure
and Applied Sciences), Vol. 17, No. 3. DOI: https://doi.org/10.17656/jzs.10417
Tarik A. Rashid (2015).
Investigation of Instructing Reforms in Databases “International Journal of
Scientific and Engineering, Vol. 6, Issue 8.
Tarik Rashid and Salar
Abdul Hamid (2014). Support Vector Machines for Predicting
Electrical Faults, In International Journal, University Technology Baghdad,
Iraq, Eng. & Tech. Journal, Part (A), Vol.32, No.8. https://www.iasj.net/iasj?func=article&aId=99930
Aram Azad and Tarik A.
Rashid (2013). Design an Arm Robot through Prolog Programming Language,
Advances in Robotics & Automation - Open Access ISSN: 2168-9695, Vol 1,
Issue 4, 1000104 an open access journal. doi: http://dx.doi.org/10.4172/2168-9695.1000104
Rana Elfara and Tarik
Rashid (2013). Suggested Strategies For Teaching Science In Kurdish
Universities Using English as a Medium Of Instruction, International Journal of
Applied and Natural Sciences (IJANS) ISSN 2319-4014 Vol. 2, Issue 1, pp. 39-52
Tarik A. Rashid,
Haval A. Abdul Karim (2012).Building an Adaptive Neural Fuzzy Inference
System for Revised General Test/Gross Point Average problem, International
Association of Scientific Innovation and Research (IASIR)(An Association
Unifying the Sciences, Engineering, and Applied Research) International Journal
of Emerging Technologies in Computational and Applied Sciences (IJETCAS)
www.iasir.net, Vol. 1, No. 2.
Tarik A. Rashid (2012).
Fuzzy Logic and Neuro Fuzzy Models for Direct Current Motors, International
Journal of Engineering Inventions ISSN: 2278-7461, www.ijeijournal.com Vol. 1,
Issue 7 (October2012) pp. 68-75.
Tarik A. Rashid (2012).
Direct Current Motor Using RBF, International Journal of Advanced Research in
Computer Science and Software Engineering, Vol. 2, Issue 9, pp. 71-78.
Tarik A. Rashid (2010). A
Shape Recognition Using an Alternative Architecture of Recurrent Network.
Journal of Computer Science, Informatics, & Electrical Engineering. Vol. 2,
B.Q. Huang, T.-M.
Kechadi, B. Buckley, G. Kiernan, E. Keogh and Tarik A. Rashid (2010). A new
feature set with new window techniques for Customer Churn prediction in
Land-line Telecommunications, Expert Systems with Applications, Elsevier
Journal, Vol. 37, Issue 5, pp. 3657-3665. https://doi.org/10.1016/j.eswa.2009.10.025
Tarik A. Rashid (2009).
Classification of Churn and non-Churn Customers for Telecommunication
Companies, International Journal of Biometrics and Bioinformatics (IJBB), Vol.
3, Issue 5, pp. 82-89. http://www.cscjournals.org/library/manuscriptinfo.php?mc=IJBB-32
Tarik A. Rashid, B.Q.
Huang, M-T. Kechadi and Brian Gleeson (2006). Auto Regressive Recurrent Neural
Network Approach for Electricity Load Forecasting, International Journal of
Computational Intelligence, pp. 36-44, Vol. 3, No. 1.http://waset.org/publications/15396
B.Q. Huang, Tarik A.
Rashid and M.-T. Kechadi (2006). Multi-Context Recurrent Neural Network for
Time Series Applications, International Journal of Computational Intelligence,
Vol. 3, No. 1, 2006, pp. 45-54. https://waset.org/publications/3524/
Post Doctoral Researcher (National University of Ireland) Ph.D. Computer Science and informatics (Engineering) Degree: Philosophy Doctoral Degree (Ph.D.) in Computer Science and Informatics, College of Engineering, Mathematical and Physical Sciences, University College Dublin (UCD), National University of Ireland (NUI).
Tarik A. Rashid, Polla Fattah and Delan K. Awlaa. Using Accuracy
Measure for Improving the Training of LSTM with Metaheuristic Algorithms,
Complex Adaptive Systems Conference with Theme: Cyber Physical Systems and Deep
Learning, CAS 2018, 5 November – 7 November 2018, Chicago, Illinois, USA.
Mognaschi, Maria Evelina; Liu, Bo; Akinsolu, Mobayode O.;
Rashid, Tarik A.; Rahman, Chnoor M.; Grout, Vic; Barba, Paolo Di; Lazaridis,
Pavlos I.; Ibrahim, Godar J.; Mistry, Keyur K.; Zaharis, Zaharias D.
Interactive Design Optimization of a Microactuator Using Multi-fidelity
Numerical and Surrogate Models, The Eighteenth Biennial IEEE Conference on
Electromagnetic Field Computation CEFC 2018, in Hangzhou, China, October 28-31,
M. Akinsolu, O Arabi, B Liu, F Abdussalam, R Abd-Alhameed, N Ali
GIbrahim, T A Rashid. Antenna designexplorer: A GUIsoftware tool forefficient
antenna designoptimization. IET, Loughborough Antennas & Propagation
Conference (LAPC 2017) 2017 page 54(5), Loughborough, UK, 2017. DOI: 10.1049/cp.2017.0278
Tarik A. Rashid, Imad H. Hassan, Nawzad Al-Salihi, Akreen M.
Saleh, Ahmed S Qosaeri. Program-based robotics using prolog. Accepted in 2017
2nd Advanced Research in Engineering and Information Technology International
Conference, AREITIC 2017, 5 – 7 September 2017 | Bangkok, Thailand.
Tarik A. Rashid, Didar D. RashadHiwa M. GaznaiAhmed S.
Shamsaldin. A Systematic Web Mining Based Approach for Forecasting Terrorism,
Asian Simulation Conference, AsiaSim 2017: Modeling,
Design and Simulation of Systems, 27-29 August, Melaka, Malaysia,
Tarik A. Rashid , Mustafa A.M., Saeed A.M. Automatic Kurdish
Text Classification Using KDC 4007 Dataset. EIDWT-2017, The 5-th International
Conference on Emerging Internetworking, Data & Web Technologies, June
10-11, 2017, Wuhan, China.
Tarik A. Rashid, Salwa O Mohamad, "Enhancement of Detecting
Wicked Website Through Intelligent Methods" The Fourth International
Symposium on Security in Computing and Communications (SSCC’16), At Jaipur
(Rajasthan), India, 2016.
Tarik A. Rashid, "Convolutional Neural Networks Based
Method for Improving Facial Expression Recognition" Second International
Symposium on Intelligent Systems Technologies and Applications (ISTA'16), At
Jaipur, India, 2016.
Abbas M. Ali and Tarik A. Rashid “Kernel Visual Keyword
Description for Object and Place Recognition: the Second International
Symposium on Signal Processing and Intelligent Recognition Systems (SIRS'15)
Trivandrum, India, Dec, 2015.
Tarik A. Rashid, Saman Abdullah and Rezhna Abdullah, ” An
Intelligent Approach for Diabetes Classification, Prediction and Description,”
the Sixth International Conference on Innovations in Bio-Inspired Computing and
Applications (IBICA 2015) to be held at Kochi, India, 2015.
Asia Jebar, Tarik A. Rashid, "Combining Fuzzy Rough Set
with Salient Features for HRM Classification ", The 15th IEEE
International Conference on Computer and Information Technology (CIT-2015),
Liverpool, England, UK, 26-28 October 2015.10.1109/CIT/IUCC/DASC/PICOM.2015.35
Abbas M. Ali, Tarik A. Rashid, “Place Recognition Using Kernel
Visual Keyword Descriptors”, the Sceince and Information Organisation, SAI
Intelligent Systems Conference 2015, sponsored by IEEE and Springer, November
10-11, London, UK, 2015. 10.1109/IntelliSys.2015.7361253
Fanar Fareed, Tarik A. Rashid, Nian Khidr Aziz, Ibrahim
Hamarash, “The Influence of Illumination on Facial Feature Extraction”, the
Sixth International Conference on Internet Technologies & Applications
sponserd by IEEE, Wrexham, North Wales, UK, 2015.DOI: 10.1109/ITechA.2015.7317408
Tarik Ahmed Rashid; Al-Radhy, Raghda Sadiq, “Transformations to
Issues in Teaching, Learning, and Assessing Methods in Databases Courses”, 2014
IEEE International Conference on Teaching, Assessment and Learning for
Engineering (TALE), 10-12 Dec, 2014, Willington, NewZealnd. DOI: 10.1109/TALE.2014.7062635
Tarik A. Rashid and M.-T. Kechadi, "Predictive Modelling
Using Support Vector Machines", IEEE System, the 6th Conference on
Cybernetic Systems, University College, Man and Cybernetics Society Chapter of
the IEEE, United Kingdom and Republic of Ireland Chapter, Dublin, Ireland,
Tarik A. Rashid and M.-T. Kechadi, "Predictive Data
Modelling for Customer Churn in Telecommunication Systems", The 27th
International Symposium on Forecasting (ISF’07), New York City, USA, June, 2007.
Brian Gleeson, M-T.Kechadi and Tarik A. Rashid, "A Hybrid
Kohonen-Based Approach for Short-Term Electric Load Forecasting",
The 3rd International Conference on Cybernetics and Information
Technologies, Systems and Applications (CITSA 2006) in Orlando, USA, 2006.
Tarik A. Rashid, M-T.Kechadi and Brian Gleeson, "Neural
Network Based Methods for Electric Load Forecasting", the 3rd
International Conference on Cybernetics and Information Technologies, Systems
and Applications (CITSA 2006) in Orlando, USA, 2006.
Tarik A. Rashid and M-T. Kechadi, "Study of Artificial
Neural Networks for Daily Peak Electricity Load Forecasting", the 2nd
Int’l. Conference on Information Technology (ICIT 2005) Amman, Jordan, 2005.
Tarik A. Rashid and M-T. Kechadi, "A practical approach for
electricity load forecasting", Proceeding of the
Third World Enformatika, Vol. 5, ACTA Press, pp. 201-205, Istanbul, Turkey,
Tarik A. Rashid and M-T.Kechadi, "Online Training and
Testing Load Forecasting Using a Multi—Context Recurrent Neural Network",
San Antonio, Texas, June, 2005.
Tarik A. Rashid and M-T. Kechadi, "A Effective Neural
Network Approach for Energy Load Forecasting",
International Conference on Computational Intelligence, Calgary, Canada, 2005.
Tarik A. Rashid, M.-T. Kechadi and B.Q. Huang, "Short-Term
Energy Load Forecasting Using Recurrent Neural Network", The 8th IASTED
International Conference on artificial intelligence and soft computing, Vol. 1,
pp. 451--150, Marbella, Spain, September, 2004.
B.Q. Huang, Tarik A. Rashid and M.-T. Kechadi, "A new
Modified Network Based on Elman Network", Artificial Intelligence &
Applications, the IASTED International Conference, pp. 411-150, Innsbruck,
Austria, February, 2004.
Tarik A. Rashid, B.Q. Huang and M.-T. Kechadi, "The new
modification based on Simple recurrent network with Real time recurrent
learning", In the 14th Irish Artificial Intelligence and Cognitive Science
(AICS’03), Vol. 1, pp. 169—174, Dublin, Ireland, May, 2003.
Tarik A. Rashid and Raghdah S. Al-Radhy, "Common Concerns
and Proposed Key Solutions for Teaching Database Courses", 1st
International Engineering Conference (IEC2014), On Developments in Civil &
Computer Engineering Applications, Ishik University, Erbil, Kurdistan, ISSN
2409-6997, November 24-26, 2014.
Tarik A. Rashid & Rana El Fara, “Assessing Teaching Methods
in Programming A Case Study: Salahaddin University” Submitted to the 3rd
Scientific and Intellectual Research Conference, hosted by Salahaddin
University-Erbil, Kurditstan.18th -20th October 2011.
MSc Thesis Supervisor for Students Asia L. Jabar, “A modified Feed Forward Neural Networks with Particle Swarm Optimization for Employee Behavior” College of Science, Computer Department, 2016.
MSc Thesis Committee head for student (Bestan Bahaddin Maaroof), Mamomography Detection for Breast Cancer Based on Case-Based Reasoning & Expert System. College of Administaration and Econoy, Statistics & Computer, 2016.
MSc Thesis Supervisor for Student Rezhna Abdulla Mirza, “An Intelligent Approach for Diabetes Classfication, Prediction, and Description, Software Engineering, Salahaddin Univeristy-Erbil,Hawler, Kurdistan, 2015
MSc Thesis Supervisor for Student Hawraz Auwny, “Lecturer performance analysis using Soft Computing”, Software Engineering, Salahaddin Univeristy-Erbil,Hawler, Kurdistan, 2015
PhD Thesis Committer member for student (Adil Sabri Eysa), “A Novel Distriubuted Instruction Detection Sysem Based on Feature Selection Using Cuttlefish Optimisation Algorithm. 4/01/2015.
MSc Thesis, Committee member and supervisor for student (Abas Muhmad Salih), “Forecasting Model for Financial and Economical Applications” Software Engineering, College of Engineering, Salahadin University, 4n/66 in 2/3/2015, dated 12/04/2015.
MSc Thesis, Committee member for student (Binar Mustafa Ghafur), “Medical Image Segmentation Based Detection Techniques” Software Engineering, College of Engineering, Salahadin University, 4n/66 in 2/3/2015, dated 07/04/2015.
Master Thesis Committee Head for student (Nian Khidir Aziz, )”Analysis of Student Academic Performance Using Neural Networks ”, Computer Science, College of Science, College of education, Salahadin University 4n/ 12431 in 23/7/2014.
Master Thesis Committee Head for student (Karwan Jamil Abdul Rahman )”Design and modeling an expert friendly Graphical User Interface Program to a University exam database in a Middle East University Environment (Enterprise Exam Communities)”, Computer Science, College of Science, Faculty of Science , Zaxo University 3/183 in 1/March/2014.
Master Thesis Committee Head for student (Umer Inaam El-Dyewachi)”Contracting a system tool to measure static analysis for the source code ”, Computer Science, College of Science, Software Engineering Department, Mosul University 01-07-2012.
Master Thesis Committee Head for student (Dyar Wasy Numan)”Enhanced Image Coding Scheme Based on Modified Embeded Zero Tree Wavelet Transform”, Computer Science, College of Science, Zakho University 01-07-2012.
Master Thesis committee member for a student (Ahmed Hassan Zaker) IT, Hamdard University, 25/3/2013.
Master Thesis committee member for a student (Enas Faddil Abdualla), “An Optimal Selection of Nodes Number for MANET’s using Queuing Approaches”, Computer Science, College of Science, Babylon University, Salahaddin University. 22-10-2012.
Master Thesis committee member for a student (Hussein Ali Kadim) IT, Jordan Amman, 1/4/2013.
Master Thesis committee member for a student (Niman Semer xan Abdulla) IT, India, 4/29/2013.
Master Thesis committee member for a student (Samir Jasim keram) IT, Hamdard University, 23/4/2013.
Master Thesis committee member for student (Gudar Jadir Ibrahim). “Improving DNA Computing using Evolutionary Algorithms” Software Engineering, College of Engineering, Salahaddin University.27-05-2012
Master Thesis committee member for student (Haval Ahmed abdulrahman), Computer Science, College of Education, Salahaddin University . 20-09-2010.
Master Thesis committee member for student (Henan Kemal), “Improved Swarm Intelligence to solve Job Scheduling Problems “Software Engineering, College of Engineering , Salahaddin University .7/54/3116, in 14/8/2013.
Master Thesis committee member for student (Henan Kemal), “Improved Swarm Intelligence to solve Job Scheduling Problems “Software Engineering, College of Engineering, Salahaddin University .7/54/3116, in 14/8/2013.
Master Thesis committee member for student (Hazha Widad Nasih). “A Net Colony Optimization Approach for Multi Cast Network” Software Engineering, College of Engineering, Salahaddin University 10-12-2011.
Master Thesis committee member for student (Numan Umer Yassin). “Diagnostic Approach for Improving the Implementation of processing Operations” Computer Science, College of Education, Zakho University 15-09-2010.
Master Thesis committee member for student (Shilan Siamand Hassan), Software Engineering, College of Engineering, Salahaddin University. 04-12-2010.
Master Thesis Scientific Evaluator for student (Ashur Serjon Youacob) “Improved Approach for Operations Implementation on Hybrid Parallel Processing Systems” Computer Science, College of Science, Zakho University, 29-04-2012.
Master Thesis Scientific Evaluator for student (Iman Mohamad Baqir)”Building Intelligent Knowledge Based Relational Database for Brest Cancer”, Computer Science, College of Science, Zakho University 28-06-2012.
Master Thesis Scientific Inspector for student (Khalid Ahmed Khalid). “Simulation of the Dynamic Model of a 3-Axis Stablilized Satellite” Electrical Engineering, College of Engineering, Salahaddin University, 24-05-2012.
MSc Thesis committee member for a student (Helat Ahmed Hussein), “The use of open software to support a Kurdish language and web 2.” Computer sciences College of Science, Zaxo University, 26/5/2013.
PhD Thesis committee member for a student (Ala Xalil Jumaa), “Privacy preserving knowledge discovery in distributed databases”, Computer sciences College of Science, Sulaymania University, 4/7/2013.
PhD Thesis committee member for a student (Miwan behjet Abdulrazaq), “Instruction Detection System Based on Modified Computational Intelligence and Data Mining Algorithms”, Computer sciences College of Science, Zaxo University, 4/7/2013.
PhD Thesis committee member for a student (Nuradin Nasih Qadir), “Mining of sequential patterns hidden in bio and medical databases”, Computer sciences College of Science, Sulaymania University, 21/2/2013.
PhD Thesis committee member for student (Basima Zarqu Jackub). “An Improved Algorithm for Cryptography for Digital Video” Computer Science, College of Science, Zakho University, 15-05-2012.
PhD Thesis committee member for student (Nejim Wahid Abdulraman). Computer Science, College of Science, Sulaymania University “Patient Online monitoring system via wireless sensor network” 12-01-2013.
PhD Thesis committee member for student (Nejim Wahid Abdulraman). Computer Science, College of Science, Sulaymania University “Real time monitoring system via wireless sensor network” 07-02-2011.
PhD Thesis Scientific moderator for a student (Jihan Abdul Aziz), Computer sciences College of Science, Sulaymania University, 21/5/2013.
Phd Thesis Scientific Evaluator for student (Wathiq Mohamd Ali Huseen), Computer Science, Ukraine,7n/1173, 1/7/2013.
Master Thesis Scientific Evaluator for student (Salim Ibrahim Qasim)”, Computer Science, Inida,3//9/27379, in 2/Dec/2013.
Bachelor Qualification Scientific Evaluator for student (Zaid Ali Abdul Karim)”, Computer Science, Ukraine,7n/162/2/Feb/2014.
Master Thesis Scientific Evaluator for the student (uday Shakir Mahmod) ”, Computer Science, Inida,20 in 9/June/2014. Science College, Salahadin University.
Master Thesis Scientific Evaluator for the student (Nyman semer xan Abdulla)”, Computer Science, Inida,7n, 649/ in 29/4/2013. Salahadin University.
Master Thesis Scientific Evaluator for the student (Ahmad Hassan Zakar)”, Computer Science, Hamerdhead University, Inida,7/18/2080 in 2/4/2013. College of Education, Computer Science, Salahadin University
Master Thesis Scientific Evaluator for the student (Ahmad Hassan Zakar)”, Computer Science, Hamerdhead University, Inida,7/18/2080 in 2/4/2013. College of Education, Computer Science, Salahadin University.
Rashid, Chinmay Chakraborty and Kym Fraser (2020). Advances in Telemedicine for
Health Monitoring Technologies, Design and Applications, ISBN 978-1-78561-986-1
(hardback), ISBN 978-1-78561-987-8 (PDF) IET, CPI Group (UK) Ltd, Croydon, UK.
T.A., Mustafa A.M., Saeed A.M. (2018) Automatic Kurdish Text Classification
Using KDC 4007 Dataset. In: Barolli L., Zhang M., Wang X. (eds) Advances in
Internetworking, Data & Web Technologies. EIDWT 2017. Lecture Notes on Data
Engineering and Communications Technologies, vol 6. Springer, Cham. Doi:https://doi.org/10.1007/978-3-319-59463-7_19
T.A., Barznji A.O. (2018) A Virtualized Computer Network for Salahaddin
University New Campus of HTTP Services Using OPNET Simulator. In: Auer M.,
Zutin D. (eds) Online Engineering & Internet of Things. Lecture Notes in
Networks and Systems, vol 22. Springer, Cham. DOI:https://doi.org/10.1007/978-3-319-64352-6_69
T.A., Rashad D.D., Gaznai H.M., Shamsaldin A.S. (2017) A Systematic Web Mining
Based Approach for Forecasting Terrorism. In: Mohamed Ali M., Wahid H., Mohd
Subha N., Sahlan S., Md. Yunus M., Wahap A. (eds) Modeling, Design and
Simulation of Systems. AsiaSim 2017. Communications in Computer and Information
Science, vol 752. Springer, Singapore.Doi:https://doi.org/10.1007/978-981-10-6502-6_25
T.A. (2016) Convolutional Neural Networks based Method for Improving Facial
Expression Recognition. In: Corchado Rodriguez J., Mitra S., Thampi S., El-Alfy
ES. (eds) Intelligent Systems Technologies and Applications 2016. ISTA 2016.
Advances in Intelligent Systems and Computing, vol 530. Springer, Cham. DOI:https://doi.org/10.1007/978-3-319-47952-1_6
T.A., Mohamad S.O. (2016) Enhancement of Detecting Wicked Website Through
Intelligent Methods. In: Mueller P., Thampi S., Alam Bhuiyan M., Ko R., Doss
R., Alcaraz Calero J. (eds) Security in Computing and Communications. SSCC
2016. Communications in Computer and Information Science, vol 625. Springer,
A.M., Rashid T.A. (2016) Kernel Visual Keyword Description for Object and Place
Recognition. In: Thampi S., Bandyopadhyay S., Krishnan S., Li KC., Mosin S., Ma
M. (eds) Advances in Signal Processing and Intelligent Recognition Systems.
Advances in Intelligent Systems and Computing, vol 425. Springer, Cham.DOI:https://doi.org/10.1007/978-3-319-28658-7_3
T.A., Abdullah S.M., Abdullah R.M. (2016) An Intelligent Approach for Diabetes
Classification, Prediction, and Description. In: Snášel V., Abraham A., Krömer
P., Pant M., Muda A. (eds) Innovations in Bio-Inspired Computing and
Applications. Advances in Intelligent Systems and Computing, vol 424. Springer,
My Ph.D.research work spans three areas:
First is the development of Machine Learning (Neural Networks, Recurrent Neural Networks, Multi-Context Recurrent Neural Networks, Auto Regression-Multi-Context Recurrent Neural Networks, Kohonon Network, Radial Basis Function, Support Vector Machines, and Ensemble Networks, Learning Algorithms Supervised and non-Supervised algorithms, Back Propagation Learning Algorithms, Nearest Neighbor Algorithm, Back Propagation Through Time, Real-Time Learning Algorithms) to deal with time series applications.
The second is the field of time series applications itself (such as Electric Energy Load Forecasting Systems for Power Plant Systems, Digit Recognition Systems, Handwriting Recognition Systems, and Predicting Severity of patients using Data Mining Techniques and Customer Churn Prediction for Telecommunication Systems).
The third field is Nature Inspired Algorithms.
C/C++/Java, Visual Basic, C#, Prolog languages, Advanced Object Oriented Software Design, Data Structures, and Algorithms.
Introduction to Databases, Advanced Database Systems, SQL, MySQL, MS SQL Server, PHP, AJAX, Java Script, Information system.
Mathematics for Software, Professional Perspectives, Mathematics for Computing.
Data Communications and Networks, Operating Systems and Concurrency, Project Planning and Management, AI, DM, ML, etc.
Professor Tarik A. Rashid, Professor at the University of Kurdistan’s School of Science and Engineering and the Acting Director of Quality Assurance and Accreditation Unit was awarded among Kscien’s Third Excellent Paper Symposium in February 2020 in Erbil.
Professor Tarik has contributed to the symposium with two papers,
Around 800 papers were submitted from a wide range variety of disciplines, such as Medical, Biology, Chemistry, Agriculture, Engineering, etc. Professor Tarik’s papers secured eighth and tenth rankings with SNAPR 37.869 and SNAPR 37.264, respectively.