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bariahyusob
Staff Information
Dr. Bariah Yusob
Senior Lecturer
09-5492159
bariahyusob@ump.edu.my
Soft Computing & Intelligent Systems (SPINT)
Computational Intelligence, Machine Learning, Soft Computing
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B1-02-01

Educational Background

Ph.D. (Computer Science), Universiti Teknologi Malaysia
M.Sc. (Compuer Science), Universiti Teknologi Malaysia (UTM), 2007
B.Sc. (Computer Science), majoring in Software Engineering, UTM, 2002
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Research

Computational Intelligence, Machine Learning, Soft Computing
Spiking Neural Network for Anomaly Detection in Time Series Data
AN ARTIFICIAL INTELLIGENCE BASED EFFICIENT RECOMMENDER SYSTEM FOR ACADEMIC LITERATURE
Heavy precipitation forecasting using hybrid Artificial Neural Network (ANN) and Auto Regressive Integrated Moving Average (ARIMA)
FLOOD MITIGATION MECHANISMS IN MINIMIZING FLOOD CALAMITIES?Flood Hazard Map (FHM) and early Flood Warning System (FWS) for Kuantan River Basin
Data Analysis For Tsunami Formulation

Supervision

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Publications

1) Softskills - Bridging the Gap between Graduates and a Career in ICT. IBM Centre of Excellence, Universiti Malaysia Pahang. 2016.
1) Bariah Yusob, Jasni Mohamad Zain, Wan Muhammad Syahrir Wan Hussin & Chin Siong Lim. (2011). Banking Deposit Number Recognition using Neural Network. In: Jasni Mohamad Zain and Wan Maseri bt Wan Mohd and Eyas El-Qawasmeh (eds.) Software Engineering and Computer Systems. Vol. 3, pp. 342-352. Springer.
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1) Bariah Yusob, Siti Mariyam Hj Shamsuddin & Haza Nuzly Abdull Hamed. (2013). Spiking SOM for Classification Problems. In: Proceedings of The 2nd International Multi-Conference on Artificial Intelligence Technology 2013 (M-CAIT2013). 28-29 Aug 2013, Shah Alam, Selangor.
2) Bariah Yusob, Siti Mariyam Hj Shamsuddin & Haza Nuzly Abdull Hamed. (2013). Spiking SOM for Classification Problems. In: Soft Computing Seminar (SoCoS 2013) in Conjunction with Postgraduate Annual Seminar Research (PARS 2013). Glory Beach Resort. 28 - 30 May 2013.
3) Bariah Yusob, Jasni Mohamad Zain, Mamta Rani and Chu Kai Chuan, 2010, Preliminary Study on Tsunami Formation Data Analysis in Proceedings of Seminar Kebangsaan Sains Komputer dan Matematik 2010, 21-22 Dec 2010, Kota Kinabalu, Sabah.
4) Shafaatunnur Hasan, Siti Mariyam Shamsuddin, Bariah Yusob. (2009). Enhanced Self Organizing Map (ESOM) and Particle Swarm Optimization (PSO) for Classification Problems. Proceeding of National Conference of Information Technology and Applications. Universiti Sriwijaya. Palembang, Indonesia. 7 November 2009.
5) Bariah Yusob, Siti Mariyam Shamsuddin, Nor Bahiah Ahmad. (2009). Developing Student Model using Kohonen Network in Adaptive Hypermedia Learning System. In: Ninth International Conference on Intelligent Systems Design and Applications. IEEE Press.
6) Bariah Yusob, Siti Mariyam Shamsuddin, Syarifah Fazlin Seyed Fadzir & Rahiwan Nazar Romli. (2009). Comparison of Distance Measure in Kohonen Learning Algorithm. In: Proceedings of the International Conference on Software Engineering & Computer Systems 2009 (ICSECS’09). 19 – 21 Oct. 2009.
7) Siti Mariyam Shamsuddin, Ling Liu-Inn, Bariah Yusob, Saiful Hafizah Jaaman & Munira Ismail (2009). Artificial Immune System for Islamic Finance: Application in Abnormal Stock Trading Detection. In: Seminar on Quantitative Islamic Finance and Takaful (QIFT) 2009. 6-7 July 2009.
8) Saiful Hafizah Jaaman, Siti Mariyam Shamsuddin, Bariah Yusob & Munira Ismail. (2008). A Predictive Model Construction Applying Rough Set Methodology For Malaysian Stock Market Returns. In: International Symposium on Geometric Function Theory and Applications. 10-13 Nov, 2008.
9) Bariah Yusob & Siti Mariyam Hj Shamsuddin. (2006). Knowledge Discovery through Supervised Kohonen Network to Identify Student’s Knowledge Level in Adaptive Hypermedia Learning System. In: Prosiding Seminar Penyelidikan Tahunan Siswazah, FSKSM, UTM. Mei 2006.
10) Bariah Yusob & Siti Mariyam Hj Shamsuddin. (2005). Rangkaian Kohonen dengan Seliaan terhadap Masalah Pengelasan. Prosiding Seminar Penyelidikan Tahunan Siswazah, FSKSM, UTM. Mei 2005.
11) Bariah Yusob & Siti Mariyam Hj Shamsuddin. (2005). Supervised Kohonen For Classification Problems. Prosiding Simposium Kebangsaan Sains Matematik xiii. 31 Mei – 2 Jun 2005. Alor Setar, Kedah. Pp. 816-823.
12) Bariah Yusob, Norreen Haron, Nor Bahiah Hj. Ahmad & Shahliza Abd. Halim. (2004). Individualizing the Learning Material and Navigation Path in an Adaptive Hypermedia Learning System. In: Proceedings of Conference on Computer Graphics and Multimedia, ESSET, Bangi.
13) Fadni Forkan, Bariah Yusob & Siti Mariyam Hj. Shamsuddin. (2004). A Pattern Learning Behaviour of BPN and Kohonen Network For Classification Problems. In: Proceedings of Conference on Computer Graphics and Multimedia, ESSET, Bangi, 2004.
14) Bariah Yusob, Nor Bahiah Hj Ahmad, Siti Mariyam Hj Shamsuddin, Shahliza Abd Halim & Norazah Yusof. (2004). Student Classification Using Neural Network in Adaptive Hypermedia Learning System: Preliminary Work. In: Proceedings of Knowledge Management International Conference (KMICE’04), Penang, 2004.
1) Falah Y.H. Ahmed, Bariah Yusob, and Haza Nuzly Abdull Hamed. (2014). Computing with Spiking Neuron Networks - A Review. In: Int. J. Advance. Soft Comput. Appl., Vol. 6, No. 1, March 2014. ISSN 2074-8523.
2) Bariah Yusob, Siti Mariyam Hj Shamsuddin & Haza Nuzly Abdull Hamed. (2014). Spiking Self-Organizing Maps for Classification Problems. In: Procedia Technology. S2212-0173(13)00316-2. Elsevier. DOI: 10.1016/j.protcy.2013.12.162.
3) Saiful Hafizah Jaaman, Siti Mariyam Shamsuddin, Bariah Yusob & Munira Ismail. (2008). A Predictive Model Construction Applying Rough Set Methodology For Malaysian Stock Market Returns. In: International Reasearch Journal of Finance and Economics. ISSN 1450-2887 Issue 30 (2009). EuroJournals Publishing.
4) Nor Bahiah Hj Ahmad, Shahliza Abd Halim, Bariah Yusob & Norreen Haron. (2005). Development of an Adaptive Hypermedia Learning System. In: Malaysian Journal of Educational Technology, Vol. 5, No. 2, Dec. 2005.

Others

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Computer Game Programming I, Computer Game Programming II, Multimedia Technology & Application
Multimedia Interactive Development
System Analysis and Design
Software Testing
Software Quality Assurance
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