Current resume can be downloaded here: Resume

Research interests:

Intelligent systems, Pattern recognition and classification, Image processing, Fuzzy logic, Machine learning, Load forecasting, Industrial applications of artificial intelligence, Medical informatics.

[1]

Jawad Nagi, Keem Siah Yap, Sieh Kiong Tiong, Syed Khaleel Ahmed, Farrukh Nagi, "Improving SVM-based Nontechnical Loss Detection in Power Utility Using Fuzzy Inference System", accepted for publication in IEEE Transactions on Power Delivery on 22nd June 2010. Manuscript ID: PESL-00108-2009.R2.

[2]

Mohammad Mehdi Badjian, Jawad Nagi, Sieh Kiong Tiong, Keem Siah Yap, Siaw Paw Koh, Farrukh Nagi, “Comparison of Supervised Learning Techniques for Non-Technical Loss Detection in Power Utility”, submitted to Malaysian Journal of Computer Science (MJCS) for first review on 9 April 2010.

[3]

Farrukh Nagi, Syed Khaleel Ahmed, Jawad Nagi, "Fuzzy Time-Optimal Controller (FTOC) for Second Order Nonlinear Systems", submitted to IEEE Transactions on Systems, Man, and Cybernetics: Part B for first review on 30 November 2009. Paper No: SMCB-E-2009-11-1046.

[4]

Jawad Nagi, Keem Siah Yap, Sieh Kiong Tiong, Syed Khaleel Ahmed, Farrukh Nagi, "A Computational Intelligence Scheme for Prediction of the Daily Peak Load", submitted for second review to Applied Soft Computing (ASOC) on 15 June 2010. Manuscript Reference No: ASOC-D-09-00556.

[5]

Jawad Nagi, Keem Siah Yap, Sieh Kiong Tiong, Syed Khaleel Ahmed, and Malik Mohammad, “Nontechnical Loss Detection for Metered Customers in Power Utility Using Support Vector Machines”, IEEE Transactions on Power Delivery, vol. 25, no. 2, pp. 1162–1171, Apr. 2010.  (Local copy)

[6]

Farrukh Nagi, Logah Perumal, and Jawad Nagi, “A New Integrated Fuzzy Bang-Bang Relay Control System”, Mechatronics, vol. 19, no. 5, pp. 748–760, Aug. 2009.  (Local copy)

[1]

Jawad Nagi, Tiong Sieh Kiong, Syed Khaleel Ahmed, Farrukh Nagi, "Prediction of PVT Properties in Crude Oil Systems Using Support Vector Machines", in Proc. of the 3rd International Conference on Energy and Environment, Dec. 7-8, 2009, Malacca, Malaysia, pp. 1–5.  (Local copy)

[2]

Jawad Nagi, Keem Siah Yap, Sieh Kiong Tiong, Abdul Malik Mohammad, and Syed Khaleel Ahmed, “Non-Technical Loss Analysis for Detection of Electricity Theft using Support Vector Machines”, in Proc. of the 2nd IEEE International Power and Energy Conference, Dec. 1-3, 2008, Johor Bahru, Malaysia, pp. 907–912.  (Local copy)

[3]

Jawad Nagi, Keem Siah Yap, Sieh Kiong Tiong, and Syed Khaleel Ahmed, “Detection of Abnormalities and Electricity Theft using Genetic Support Vector Machines”, in Proc. of the IEEE Region 10 Conference, Nov. 18-21, 2008, Hyderabad, India, pp. 1–6.  (Local copy)

[4]

Jawad Nagi, Syed Khaleel Ahmed, and Farrukh Nagi, “Pose Invariant Face Recognition using Hybrid DWT-DCT Frequency Features with Support Vector Machines”, in Proc. of the 4th International Conference on Information Technology and Multimedia at UNITEN, Nov. 18-19, 2008, Bandar Baru Bangi, Selangor, Malaysia, pp. 99–104.

[5]

Jawad Nagi, Keem Siah Yap, Sieh Kiong Tiong, and Abdul Malik Mohammad, “Intelligent System for Detection of Abnormalities and Theft of Electricity using Genetic Algorithm and Support Vector Machines”, in Proc. of the 4th International Conference on Information Technology and Multimedia at UNITEN, Nov. 18-19, 2008, Bandar Baru Bangi, Selangor, Malaysia, pp. 122–127.

[6]

Jawad Nagi, Keem Siah Yap, Sieh Kiong Tiong, Syed Khaleel Ahmed, and Farrukh Nagi, “Intelligent Detection of DTMF Tones using a Hybrid Signal Processing Technique with Support Vector Machines”, in Proc. of the International Symposium on Information Technology, Aug. 26-28, 2008, Kuala Lumpur, Malaysia, vol. 4, pp. 1–8.  (Local copy)

[7]

Jawad Nagi, Sieh Kiong Tiong, Yap Keem Siah, and Syed Khaleel Ahmed, “Dual-tone Multi-frequency Signal Detection using Support Vector Machines”, in Proc. of the 6th National Conference on Telecommunication Technologies and Malaysia Conference on Photonics, Aug. 26-28, 2008, Putrajaya, Malaysia, pp. 350–355.  (Local copy)

[8]

Jawad Nagi, Syed Khaleel Ahmed, and Farrukh Nagi, “Palm Biodiesel an Alternative Green Renewable Energy for the Energy Demands of the Future”, in Proc. of the International Conference on Renewable Energy and Sustainability, Jun. 16-20, 2008, Kuala Lumpur, Malaysia, pp. 79–94.  (Local copy)

[9]

Jawad Nagi, Keem Siah Yap, Sieh Kiong Tiong, and Syed Khaleel Ahmed, “Electrical Power Load Forecasting using Hybrid Self-Organizing Maps and Support Vector Machines”, in Proc. of the 2nd International Power Engineering and Optimization Conference, Jun. 4-5, 2008, Shah Alam, Malaysia, pp. 51–56.

[10]

Jawad Nagi, Syed Khaleel Ahmed, and Farrukh Nagi, “A MATLAB based Face Recognition System using Image Processing and Neural Networks”, in Proc. of the 4th International Colloquium on Signal Processing and its Applications, Mar. 7-9, 2008, Kuala Lumpur, Malaysia, pp. 83–88.