Selected Recent Publications
(Last five years only)
- Karakatsanis, I., AlKhader, W., MacCrory, F., Alibasic, A., Omar, M. A.,
Aung, Z., & Woon, W. L.(2017). Data mining approach to monitoring the requirements of the job market: A case study. Information Systems, 65, 1-6.
- Neupane B,
Woon WL, Aung Z. Ensemble Prediction Model with Expert Selection for Electricity Price Forecasting. Energies. 2017; 10(1):77.
- Fatemeh Jahedpari, Talal Rahwan, Sattar Hashemi, Tomasz Michalak, Marina de Vos, Julian Padget and
Wei Lee Woon. Online prediction via continuous artificial prediction markets. IEEE Intelligent Systems, in press, 2016.
Woon, W. L., El-Hag, A., & Harbaji, M. (2016). Machine learning techniques for robust classification of partial discharges in oil–paper insulation systems. IET Science, Measurement & Technology, 10(3), 221-227.
Woon, W. L., & Kramer, O. (2016, July). Enhanced SVR ensembles for wind power prediction. In Neural Networks ( IJCNN), 2016 International Joint Conference on (pp. 2743-2748). IEEE.
- E. Casagrande; E. Arnautovic;
W. L. Woon; H. H. Zeineldin; D. Svetinovic, "Semiautomatic System Domain Data Analysis: A Smart Grid Feasibility Case Study," in IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol.PP, no.99, pp.1-11
- Al Shehhi, R., Marpu, P. R., &
Woon, W. L.(2016). An Automatic Cognitive Graph-Based Segmentation for Detection of Blood Vessels in Retinal Images. Mathematical Problems in Engineering, 2016.
- Ahmed Mohammed, A., &
Aung, Z. (2016). Ensemble Learning Approach for Probabilistic Forecasting of Solar Power Generation. Energies, 9(12), 1017.
- Sanchez, A., Li, D.,
Aung, Z., & Williams, J. R. (2016). Cyber Security of Smart Meters. Smart Grid Handbook.
- M.A. Azim,
Z. Aung, W. Xiao, V. Khadkikar, and A. Jamalipour, “SPSA-NC: Simultaneous perturbation stochastic approximation localization based on neighbor confidence,” Wireless Communications and Mobile Computing, in press.
- M.A. Faisal,
Z. Aung, J. Williams and A. Sanchez, “Data-stream-based intrusion detection system for advanced metering infrastructure in smart grid: A feasibility study,” IEEE Systems Journal, 9:31–44, 2015.
W.L. Woon, K.D. Wong, Z. Aung, and D. Svetinovic. "Changes in occupational skills - a case study using non-negative matrix factorization". In 22nd International Conference on Neural Information Processing (ICONIP 2015). Springer (LNCS), Istanbul, Turkey, November 2015.
- M. Dina,
W.L. Woon, and Z. Aung. Soil property prediction: An extreme learning machine approach. In 22nd International Conference on Neural Information Processing (ICONIP 2015). Springer (LNCS), Istanbul, Turkey, November 2015.
- B. Joshi, P. Budhathoki,
W.L. Woon, and D. Svetinovic. Software clone detection using clustering approach. In 22nd International Conference on Neural Information Processing (ICONIP 2015). Springer (LNCS), Istanbul, Turkey, November 2015.
- Masri, D., Zeineldin, H. and
Woon, W. L.(2015, June). Electricity price and demand forecasting under smart grid environment. In Environment and Electrical Engineering (EEEIC), 2015 IEEE 15th International Conference on (pp. 1956-1960). IEEE.
- Prajowal Manandhar,
Zeyar Aung, Wei Lee Woon, and Prashanth Marpu. Random forest ensemble learning for object recognition using rgb features along object edge. In 4th International Conference on Communications and Information Technology (ICCIT). IEEE, Abu Dhabi, UAE, 2015.
- Dina Masri,
Zeyar Aung, and Woon Wei Lee. Image classification using appearance based features. In IEEE International Conference on Innovations in Information Technology (IIT). IEEE, Dubai, UAE, 2015.
- Nadyah Obaid Al Abdouli,
Zeyar Aung, Wei Lee Woon, and Davor Svetinovic. Tackling class imbalance problem in binary classification using augmented neighborhood cleaning algorithm. In Information Science and Applications, pages 827–834. Springer, 2015.
- Erik Casagrande, Selamawit Woldeamlak, Davor Svetinovic,
Wei Lee Woon, and Hatem Zeineldin (2014) "NLP-KAOS for research-intensive complex system: Smart metering case study evaluation". IEEE Transactions on Software Engineering, 40(10), 941-956.
- M.A. Faisal,
Z. Aung, W.L. Woon, D. Svetinovic, "Augmented Query Strategies for Active Learning in Stream Data Mining", in Proc. ICONIP 2014, Kuching, Malaysia, 2014. W.L. Woon, K.D. Wong, Z. Aung, D. Svetinovic, "Document Versioning Using Feature Space Distances", in Proc. ICONIP 2014, Kuching, Malaysia, 2014.
- Richard Oentaryo, Ee-Peng Lim, Feida Zhu, David Lo, Michael Finegold, Clifton Phua, Eng-Yeow Cheu, Ghim-Eng Yap, Kelvin Sim, Minh-Nhut Nguyen,
Kasun Perera, Bijay Neupane, Mustafa Faisal, Zeyar Aung, Wei Lee Woon, Chen Wei, Dhaval Patel, and Daniel Berrar, "Detecting fraudulent patterns in online advertising: A data mining approach," Journal of Machine Learning Research, 15(Jan):99-140, 2014.
E. Casagrande, W.L. Woon, H.H. Zeineldin, and D. Svetinovic, "A Differential Sequence Component Protection Scheme for Microgrids with Inverter-based Distributed Generators", IEEE Transactions on Smart Grid, 5(1):29-37, 2014
D. Li, Z. Aung, J. Williams, and A. Sanchez, "No peeking: Privacy-preserving demand response system in smart grids," International Journal of Parallel, Emergent and Distributed Systems, 29:290-315, 2014.
Joshi, B., Baluyan H., Hinai, A. Al., Woon, W.L."Automatic rooftop detection using a two-stage classification", 2014, UKSIM-AMSS 16th International Conference on Modelling and Simulation, Cambridge, UK (Accepted).
- N. Liu,
W.L. Woon, Z. Aung, and A. Afshari, "Handling class imbalance in customer behavior prediction," 2nd International Symposium on Big Data and Data Analytics in Collaboration (BDDAC'14), Minneapolis, Minnesota, USA (Accepted).
D. Li, Z. Aung, J. Williams, and A. Sanchez, "P2DR: Privacy-preserving demand response system in smart grids," 2014 IEEE International Conference on Computing, Networking and Communications (ICNC'14), Honolulu, Hawaii, USA (Accepted).
M.A. Faisal, Z. Aung, J. Williams, and A. Sanchez, "Data-stream-based intrusion detection system for advanced metering infrastructure in smart grid: A feasibility study," IEEE Systems Journal(Article in Press).
D. Li, Z. Aung, J. Williams, and A. Sanchez, "Efficient and fault-diagnosable authentication architecture for AMI in smart grid," Security and Communication Networks(Article in Press).
Hayk Baluyan, Bikash Joshi, Amer Al Hinai, and Wei Lee Woon, “Novel Approach for Rooftop Detection Using Support Vector Machine,” ISRN Machine Vision, vol. 2013, Article ID 819768, 11 pages, 2013. doi:10.1155/2013/819768 (pdf)
T.C. Lin, W.L. Woon, J.C. Peng, "Music Visualization Using Audio Features and Tags", in Proc. ECML/PKDD 2013 Workshop on Music Machine Learning, Prague, Czech Republic, 2013.
A. Sawas, W.L. Woon, V.R. Pandi, and H.H. Zeineldin, "A Multistage Passive Islanding Detection Method for Synchronous-Based Distributed Generation," IEEE Transactions on Smart Grid(2nd Review), 2013.
K.S. Perera, B. Neupane, M.A. Faisal, Z. Aung, and W. L. Woon, "A novel ensemble learning-based approach for click fraud detection in mobile advertising," in Proc. 2013 International Conference on Mining Intelligence and Knowledge Exploration (MIKE'13), LNCS 8284, pages 370-382, 2013.
- W. Shen, V. Babushkin,
Z. Aung, and W.L. Woon, "An Ensemble Model for Day-ahead Electricity Demand Time Series Forecasting," in Proc. ACM Conference on Future Energy Systems (e-Energy'13), Berkeley, California, USA, pages 51-62, 2013.
E. Casagrande, W.L. Woon, H.H. Zeineldin, and N. Kanan, "A Data Mining Approach to Fault Detection for Isolated Inverter-based Microgrids”, IET Generation, Transmission & Distribution, 7(7):745-754, 2013.
Z. Aung, "Database Systems for the Smart Gird," in Smart Grid: Opportunities, Developments and Trends(edited by Shawkat Ali), Springer, pages 151-168, 2013. D. Li, Z. Aung, S. Sampalli, J. Williams, and A. Sanchez, "Privacy Preservation Scheme for Multicast Communications in Smart Buildings of the Smart Grid," Smart Grid and Renewable Energy, 4: 313-324, 2013. Z. Aungand K.K. Nyunt, "Constructive Knowledge Management Model and Information Retrieval Methods for Software Engineering," in Software Development Techniques for Constructive Information Systems Design(edited by Khalid A. Buragga and Noor Zaman), pp. 377-393, IGI Global Publishing, 2013. Z. Aung, "Discussion on the manuscript 'Short-term forecasting of the daily load curve for residential electricity usage in the smart grid' by S. Ghosh et al.," Applied Stochastic Models in Business and Industry, 29:624-625, 2013. M.A. Azimand Z. Aung, "Simultaneous perturbation stochastic approximation-based localization algorithms for mobile devices," in Proc. 6th IEEE International Conference on Developments in eSystems Engineering (DeSE'13), pages 1-6, 2013. I. Khamisand Z. Aung, "Outlier preprocessing in wireless sensor networks: A two-layered ellipse approach," in Proc. 6th IEEE International Conference on Developments in eSystems Engineering (DeSE'13), page 1-6, 2013.
- K.A. Ahmed,
Z. Aung, and D. Svetinovic, "Smart grid wireless network security requirements analysis," in Proc. 2013 IEEE International Conference on Cyber, Physical and Social Computing (CPSCom'13), pages 871-878, 2013, 2013.
- S. Madnick, N. Choucri, S. Camina, and
W.L. Woon, "Towards Better Understanding Cybersecurity: Or Are 'Cyberspace' and 'Cyber Space' the Same?", in Proc. Workshop on Information Security and Privacy (SIGSEC-WISP'12)Orlando, USA, December 2012.
M.A. Azim, Z. Aung, W. Xiao, and V. Khadkikar, "Localization in Wireless Sensor Networks by Cross Entropy Method," in Proc. 4th International Conference on Ad Hoc Networks (AdHocNets'12), pages 103-118, 2012.
M.A. Azim, Z. Aung, W. Xiao, V. Khadkikar, and A. Jamalipour, "Localization in Wireless Sensor Networks by Constrained Simultaneous Perturbation Stochastic Approximation Technique," in Proc. 6th IEEE International Conference on Signal Processing and Communication Systems (ICSPCS'12), pages 1-9, 2012.
B. Neupane, K. S. Perera, Z. Aung, and W.L. Woon, "Artificial Neural Network-based Electricity Price Forecasting for Smart Grid Deployment," in Proc. 2012 IEEE International Conference on Computer Systems and Industrial Informatics (ICCSII'12), pages 1-6, 2012.
- M. Qasim,
W.L. Woon, Z. Aung, and V. Khadkikar. "Intelligent Edge Detector Based on Multiple Edge Maps," in Proc. 2012 IEEE International Conference on Computer Systems and Industrial Informatics (ICCSII'12), pages 1-6, 2012.
D. Li, Z. Aung, J. Williams, and A. Sanchez, "P3: Privacy Preservation Protocol for Appliance Control Application," in Proc. 3rd IEEE International Conference on Smart Grid Communications (SmartGridComm'12), pages 294-299, 2012.
D. Li, Z. Aung, S. Sampalli, J. Williams, and A. Sanchez, "Privacy Preservation for Smart Grid Multicast via Hybrid Group Key Scheme," in Proc. 2012 International Conference on Electrical Engineering and Computer Science (EECS'12), pages 62-69, 2012. (pdf)
B. Neupane, Z. Aung, and W.L. Woon, "A New Image Edge Detection Method using Quality-based Clustering," in Proc. IASTED 10th International Conference on Visualization, Imaging, and Image Processing (VIIP'12), pages 20-26, 2012. (pdf)
W.L. Woonand S.E. Madnick, "Semantic Distances for Technology Landscape Visualization," Journal of Intelligent Information System, Springer, 39(1):29-58, 2012. (pre-print)
- W. Najy, H. Zeineldin, and
W.L. Woon, "Optimal Protection Coordination for Microgrids with Grid-Connected and Islanded Capability," IEEE Transactions on Industrial Electronics, 60(4):1668-1677, 2012. M. A. Faisal, Z. Aung, J. Williams, and A. Sanchez, "Securing Advanced Metering Infrastructure using Intrusion Detection System with Data Stream Mining," in Proc. 2012 Pacific Asia Workshop on Intelligence and Security Informatics (PAISI'12), pages 96-111, 2012. (pdf) (Won the best paper award.) Z. Aung, M. Toukhy, J. Williams, A. Sanchez, and S. Herrero, "Towards Accurate Electricity Load Forecasting in Smart Grids," in Proc. 4th International Conference on Advances in Databases, Knowledge, and Data Applications (DBKDA'12), pages 51-57, 2012. (pdf) D. Li, Z. Aung, J. Williams, and A. Sanchez, "Efficient Authentication Scheme for Data Aggregation in Smart Grid with Fault Tolerance and Fault Diagnosis," in Proc. 2012 IEEE Power and Energy Society Conference on Innovative Smart Grid Technologies (ISGT'12), pages 1-8, 2012. (pdf)