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Dr. Athraa Jasim Mohammed

ASSISTANT PROFESSOR

Athraa Jasim Mohammed is senior lecturer of computer science department at University of Technology. In 1998, she obtained her Bachelor Degree of computer science from University of Technology, Baghdad, Iraq. Then, she was awarded with a Master of computer science (Intelligent Systems) from Universiti Utara Malaysia, Malaysia in 2012. She then pursues her academic journey of Ph.D degree of Computer Science and has been granted the award in 2016 from Universiti Utara Malaysia, Malaysia with research in adaptive Firefly algorithm for Hierarchical text clustering. She has published articles for international journals and conferences. Currently, her focus is in the area of swarm computing that origins from the behaviour of insects and animals in nature.

10872@uotechnology.edu.iq

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Curriculum Vitae

Education

  • PhD, Information Technology, Universiti Utara Malaysia, Malaysia, 2016.
  • Msc, Intelligent Systems , Universiti Utara Malaysia, Malaysia, 2012.
  • Bsc, Computer Science, University of Technology, 1998.

Research Interests

  • Machine Learning
  • Classification
  • Data Mining and Knowledge Discovery
  • Unsupervised Learning
  • Algorithms
  • Computational Intelligence
  • Clustering
  • Data Clustering
  • Cluster Analysis
  • Swarm Intelligence
  • Clustering Algorithms

Teaching

  • Taught ASP language workshop in computer center.
  • Taught website design using HTML workshop in computer center.
  • Taught IC3 certification workshop in computer center.
  • Taught SPSS in computer center.
  • Taught Java programming language in computer center.
  • Taught Matlab language in computer center.
  • Facilitate MS. Outlook Express workshop in in computer center.
  • Taught Visual FoxPro version 6 in Computer Science Department / University of Technology.
  • Taught Graph and Visualization in computer science department/ University of Technology.
  • Taught Coding theory in computer science department/ University of Technology.
  • Taught Information Theory in computer science department/ University of Technology.
  • Taught Web design language in computer science department/ University of Technology.

Most recent publications

  • Athraa Jasim Mohammed, YuhanisYusof, HusnizaHusni: Document Clustering Based on Firefly Algorithm. Journal of Computer Science. Volume 11, Issue 3, Pages 453-465, 2015, DOI:10.3844/jcssp.2015.453.465, (Indexed by Scopus).
  • Athraa Jasim Mohammed, YuhanisYusof, HusnizaHusni: Discovering Optimal Clusters using Firefly Algorithm. International Journal of Data Mining, Modelling and Management, 2016, indexed by Scopus (Elsevier).
  • Athraa Jasim Mohammed, YuhanisYusof, HusnizaHusni: GF-Clust: A Nature-inspired Algorithm for Automatic Text Clustering. Journal of Information and Communication Technology (JICT), 2016, indexed by Scopus.
  • Athraa Jasim Mohammed, YuhanisYusof, HusnizaHusni: FireflyClust: An Automated Hierarchical Text Clustering Approach. JurnalTeknologi, UTM University, 2017, indexed by Scopus.
  • Mohammed A. J., Ghathwan K. I., & Yusof Y. (2020). Optimal Robot Path Planning using Enhanced Particle Swarm Optimization algorithm. Iraqi Journal of Science, 61(1), 178-184
  • Athraa Jasim Mohammed, Khalil Ibrahim Ghathwan & Yuhanis Yusof. A hybrid least squares support vector machine with bat algorithm and cuckoo search algorithm for time series forecasting. Accepted for publication in Journal of Information and Communication Technology (JICT), 2020, indexed by Scopus.
  • Athraa Jasim Mohammed, YuhanisYusof, HusnizaHusni: Weight-Based Firefly Algorithm for Document Clustering. In: Proceedings of the First International Conference on Advanced Data and Information Engineering (DaEng-2013), v. 285,Lecture Notes in Electrical Engineering, Herawan, T.,Deris, M. M., Abawajy, J.,Springer Berlin Heidelberg, pp. 259-266, (2014), Springer(indexed in ISI).
  • AthraaJasim Mohammed, YuhanisYusof, HusnizaHusni: A Newton’s Universal Gravitation Inspired Firefly Algorithm for Document Clustering. In; Advanced in Computer Science and its Applications, v. 279, Lecture Notes in Electrical Engineering, Jeong, H.Y., Yen, N. Y., Park, J.J. (Jong Hyuk), Springer Berlin Heidelberg, pp. 1259-1264, (2014), Springer(indexed in ISI).
  • AthraaJasim Mohammed, YuhanisYusof, HusnizaHusni: Experimental Analysis of Firefly Algorithms for Divisive Clustering of Web Documents. In: Proceedings of The First International Conference on Soft Computing and Data Mining (SCDM-2014), v. 287, book section of the Recent Advances on Soft Computing and Data Mining, Advances in Intelligent Systems and Computing, Herawan, T., Ghazali, R., Deris, M. M., Springer International Publishing, pp. 487-496, (2014), Springer(indexed in ISI).
  • AthraaJasim Mohammed, YuhanisYusof, HusnizaHusni: Nature Inspired Data Mining Algorithm for Document Clustering in Information Retrieval. In: Proceedings of 10th Asia Information Retrieval Societies Conference (AIRS 2014), v. 8870, Book Section Lecture Notes in Computer Science, Jaafar, A., Mohamad Ali, N., Mohd Noah, S., Smeaton, A., Bruza, P., Bakar, Z., Jamil, N., and Sembok, T., Springer International Publishing, pp. 382-393, (2014),Springer(indexed by ISI).
  • YuhanisYusof, Ahmad, F. K., Kamaruddin, S. S., Omar, M. H., and AthraaJasim Mohammed: Short Term Traffic Forecasting based on Hybrid of Firefly Algorithm and Least Squares Support Vector Machine. In: Proceedings of International Conference on Soft Computing in Data Science 2015 (SCDS2015), (2015),Springer(indexed in ISI).
  • AthraaJasim Mohammed, YuhanisYusof, HusnizaHusni: Determining Number of Clusters using Firefly Algorithm with Cluster Merging for Text Clustering. Accepted in the 4th International Visual Informatics Conference 2015 (IVIC’15), Springer(indexed in ISI).
  • Athraa Jasim Mohammed, Husniza Husni: Blogs Search Engine Using RSS Syndication and Fuzzy Parameters. International Conference on Advances in Image Processing and Compuation Techniques, (2012).
  • AthraaJasim Mohammed, YuhanisYusof, HusnizaHusni: Document Clustering for Knowledge Discovery using Nature-inspired Algorithm. Proceedings of Knowledge Management International Conference 2014 (KMICe2014), 12-15 August 2014, Langkawi, Malaysia, indexed by ISI.
  • AthraaJasim Mohammed, YuhanisYusof, HusnizaHusni: Basic Firefly Algorithm for Document Clustering. Proceeding of the 2nd Innovation and Analytics Conference & Exhibition 2015 (IACE 2015), AIP (indexed by ISI and Scopus).
  • YuhanisYusof, Fauziah Baharom, AthraaJasim Mohamed: Optimizing the Management of Knowledge Assets using Swarm Intelligence. Proceedings of Knowledge Management International Conference (KMICe2018), 25–27July 2018, MiriSarawak,Malaysia, indexing by Web of Science.
  • Gold medal in IT & Multimedia Carnival Day (2011) organized by UUM College of Arts and Sciences, Malaysia.
  • Bronze medal in ICT Research and Innovation Expo (2014) organized by School of Computing, UUM College of Arts and Science, Malaysia.
  • Best employee ( 2008) in Women’s Day organized by University of Technology, Iraq.
  • Best Lecturer( 2017) in Women’s Day organized by University of Technology, Iraq. 
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