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Publications 2002-May 2008 > Professor Saman Halgamuge

Downloadable PDFs for selected papers

 

Edited Volumes

  1. D. Howard, P. K Rhee, S.K Halgamuge and S.J. Yoo, "Frontiers in the Convergence of Bioscience and Information Technologies: FBIT 2007", IEEE Computer Society Press, December 2007.
  2. S. K. Halgamuge and L. Wang (Editors), Classification and Clustering for Knowledge Discovery, Springer Verlag, Heidelberg, 350 pages, September 2005
  3. S. K. Halgamuge and L. Wang (Editors), Computational Intelligence for Modelling and Prediction , Springer Verlag, Heidelberg, 400 pages, September 2005
  4. L. Wang, S. K. Halgamuge, and X. Yao (Editors). Proceedings of International Conference on Fuzzy Systems and Knowledge Discovery. NTU Press, Singapore, November 2002.

Book Chapters

  1. D.M.G. Preethichandra and S.K. Halgamuge, Power Electronics Applications in Vehicle and Passenger Safety, In A. Emadi, editor, Handbook of Automotive Power Electronics and Motor Drives. Marcel Dekker, USA, 2005.
  2. K.Lim, S.K. Halgamuge and H.C Watson, Drive and Control Systems for Hybrid Electric Vehicles, In A. Emadi, editor, Handbook of Automotive Power Electronics and Motor Drives. Marcel Dekker, USA, 2005.

Journal Publications

  1. S. Maheshwararajah, S.K. Halgamuge and M. Premaratne,"Sensor Scheduling for Target Tracking by Sub-optimal Algorithms", IEEE Transactions on Vehicular Technology, (accepted in May 2008)
  2. C.K. Chan, A.L. Hsu, S.K. Halgamuge and S.L. Tang, "Binning Sequences Using Very Sparse Labels Within A Metagenome'', BMC Bioinformatics, 2008, 9:215, 28 April 2008. DOWNLOAD PAPER
  3. J. Li, S. K. Halgamuge and S. L. Tang, "Genome classification by gene distribution: an overlapping subspace clustering approach'', BMC Evolutionary Biology, 2008, 8:116, 23 April 2008. DOWNLOAD PAPER
  4. W. Rattasiri, N. Wickramarachchi, S. K. Halgamuge, "Sensitivity Based Hierarchical System Controller Architecture for Active Suspension", IEEE Transactions on Control Systems Technology, Volume 16, Issue 1, Pages 103-112 Jan 2008. DOWNLOAD PAPER
  5. C. K. Chan, A. L. Hsu, S. Tang and S. K. Halgamuge, "Using Growing Self-Organising Maps to Improve the Binning Process in Environmental Whole-Genome Shotgun Sequencing", Journal of Biomedicine and Biotechnology, Volume 2008, Article ID 513701, 10 pages, Jan 2008, Hindawi. DOWNLOAD PAPER
  6. R. Saad, S. K. Halgamuge, J. Li, "Polynomial Kernel Adaptation and Extensions to the SVM Classifier Learning", Neural Computing and Applications 17 (1): 19-25 Jan 2008, Springer. DOWNLOAD PAPER
  7. M. A. Karim, A. J. Smith, S. K. Halgamuge and M. M. Islam, "A comparative study of manufacturing practices and performance variables", International Journal of Production Economics, Volume: 112, Issue: 2 Pages: 841-859, 2008. DOWNLOAD PAPER
  8. M. A. Karim, A. J. Smith, S.K. Halgamuge, "Empirical relationships between some manufacturing practices and performance", International Journal of Production Research, Volume: 46 Issue 13 Pages 3583-3613, 2008. DOWNLOAD PAPER
  9. W. Rattasiri, S. K. Halgamuge and N. Wickramarachchi, "Structure Adaptation of Hierarchical Knowledge-Based Classifiers", Neural Computing and Applications (accepted in November 2007), Springer
  10. A. L. Hsu and S. K. Halgamuge, "Semi-Supervised Dynamic Self-Organising Maps", Neurocomputing, (accepted in December 2007), Elsevier.
  11. M. Premaratne and S. K. Halgamuge, "Rigorous Analysis of Numerical Phase and Group Velocity Bounds in Yee's FDTD Grid", IEEE Microwave and Wireless Components Letters, Volume 17, Issue 8, Page(s):556 – 558, 2007. DOWNLOAD PAPER
  12. W. Rattasiri, N. Wickramarachchi, S. K. Halgamuge, "An Optimized Anti-lock Braking System in the Presence of Multiple Road Surface Types", International Journal of Adaptive Control and Signal Processing, Volume 21, Issue 6, Pages: 477-498, Wiley, 2007
  13. C. Manzie, H. C Watson, S. K. Halgamuge, "Fuel economy improvements for urban driving: Hybrid vs. Intelligent Vehicles", Transportation Research Part C: Emerging Technologies, Volume 15, Issue 1, Pages 1-16, Elsevier, 2007. DOWNLOAD PAPER
  14. J. Li, S. Tang, S.K. Halgamuge, C. I. Kells, "Gene function prediction based on genomic context clustering and discriminative learning: an application to bacteriophages", BMC Bioinformatics, 8(Suppl 4):S6, 2007. DOWNLOAD PAPER
  15. A. Koncar, H. Janssen and S. K. Halgamuge, "Gabor Wavelet Similarity Maps for Optimising Hierarchical Road Sign Classifiers", Pattern Recognition Letters, Elsevier, Jan 2007. DOWNLOAD PAPER
  16. W. Rattasiri, S. K. Halgamuge and N. Wickramarachchi, "Hierarchical and Interpretable Connectionist Structure Generation from Data", International Journal of Computational Intelligence Research, Vol. 3, No. 1, January 2007.
  17. A K M Baten, B C H Chang, S.K. Halgamuge, J Li, "Splice site identification using probabilistic parameters and SVM classification", BMC Bioinformatics Dec 2006. DOWNLOAD PAPER 1 and DOWNLOAD PAPER 2
  18. R. S. Senaratne and S. K. Halgamuge, "Optimal Weighting of Landmarks for Face Recognition", Journal of Multimedia, Academy Publisher, Issue 3, pages 31-41, 2006
  19. *B. Chang, S. K. Halgamuge and S. Tang, "Analysis of SD sequences in completed microbial genomes: Non SD-led genes are as common as SD-led genes", Gene: An International Journal on Genes and Evolution, Elsevier, Vol 373, pp 90-99, 2006. DOWNLOAD PAPER
  20. C. Manzie, H. C Watson, S. K. Halgamuge, K. Lim, "A comparison of fuel consumption between hybrid and intelligent vehicles during urban driving", Journal of Automobile Engineering, Institution of Mechanical Engineers, 2006.
  21. S. M. Guru, A. Hsu, S.K. Halgamuge and S. Fernando, An Extended Growing Self-Organising Map For Selection of Clustering in Sensor Networks, (accepted), International Journal of Distributed Sensor Networks, Taylor & Francis, Vol 1, No 2, 2005
  22. S. Patchararungruang, S.K. Halgamuge and N. Shenoy, Optimized Rule-Based Delay Proportion Adjustment for Proportional Differentiated Services, IEEE Journal on Selected Areas in Communications (Special Issue on Intelligent Services and Applications in Next generation networks), Feb 2005, Vol 23, No 2, IEEE Press. DOWNLOAD PAPER
  23. S. M. Guru, S. Fernando, S. K. Halgamuge, K. Chan, Intelligent fastening with SMARTBOLT Technology and Sensor Network, Assembly Automation Journal (special issue on Mechatronics), UK, October 2004
  24. *A. Ratnaweera, S. K. Halgamuge and H. C. Watson, Self-Organizing Hierarchical Particle Swarm Optimizer with time varying acceleration coefficients, IEEE Transactions on Evolutionary Computation June 2004, IEEE Press . DOWNLOAD PAPER
  25. R. Saad and S. K. Halgamuge. Stability of Hierarchical Fuzzy Systems Generated by Neuro-Fuzzy. Journal on Soft Computing, A Fusion of Foundations, Methodologies, and Applications, Springer, Vol 8, No 6, 2004.
  26. B. Chang and A. Ratnaweera and S. K. Halgamuge and H. C. Watson, Particle Swarm Optimisation for Protein Motif Discovery, Journal of Genetic Programming and Evolvable Machines, Kluwer June 2004
  27. R. Koggalage and S. K. Halgamuge. Reducing the number of training samples for Fast Support Vector Machine Classification, Neural Information Processing Letters and Reviews, KAIST Press, Vol 2, No 3, 2004.
  28. R. Koggalage, S. K. Halgamuge and A. Hsu, Unsupervised Class Discovery and Feature Selection using an Improved Hierarchical Dynamic Self-Organizing Map, Neural Information Processing Letters and Reviews, KAIST Press, Vol 2, No 4, 2004.
  29. A. Hsu and S. Tang and S. K. Halgamuge, An Unsupervised Hierarchical Dynamic Self-Organising Approach to Class Discovery and Marker Gene Identification in Microarray Data, Bioinformatics, Oxford University Press, November 2003. DOWNLOAD PAPER
  30. S. K. Halgamuge. Realtime Directed Data Mining with Structure Adapting Neuro-Fuzzy Networks. Journal on Integrated Computer Aided Engineering, IOS Press, October 2003.
  31. B. Chang and S. K. Halgamuge. Approximate Symbolic Pattern Matching for Protein Sequence Data, International Journal of Approximate Reasoning, Elsevier, Vol 32, Feb 2003. DOWNLOAD PAPER
  32. *A. Hsu and S. K. Halgamuge. Enhancement of Topology Preservation and Hierarchical Dynamic Self-Organising Maps for Data Visualisation, International Journal of Approximate Reasoning, Elsevier, Vol 32, No 2-3, Feb 2003. DOWNLOAD PAPER
  33. *W. Rattasiri and S. K. Halgamuge. Computationally Advantageous and Stable Hierarchical Fuzzy Systems for Active Suspensions, IEEE Transactions on Industrial Electronics, IEEE Press, Vol 50, No 1, Feb 2003. DOWNLOAD PAPER
  34. B. Chang and S. K. Halgamuge. Protein Motif Extraction with Neuro-Fuzzy Optimisation. Bioinformatics, Oxford University Press, Vol 18, No 8, 2002. DOWNLOAD PAPER

Refereed Conference Publications

  1. I. Saeed, A. Wang, R. Senaratne and S. Halgamuge, "Using the Active Appearance Model to Detect Driver Fatigue", in Proceedings of the Third International Conference on Information and Automation for Sustainability, pp. 124-128, IEEE Press, Melbourne, December 2007.
  2. J. Li and S. K. Hal;gamuge, "Improving Training Speed of Support Vector Machines by creating exploitable trends of Lagrangian variables: an application to DNA splice site detection", In: FBIT 2007: 2007; Jeju Island, Korea; IEEE Computer Society Press, 2007
  3. C K. Chan, A.L. Hsu, S-L.Tang and S.K. Halgamuge, "A method for evaluating quality of clustering DNA fragments encoded in different nucleotide frequencies". In: FBIT 2007: 2007; Jeju Island, Korea; IEEE Computer Society Press, 2007: 57-58
  4. S.M. Guru, M. Steinbrecher, S.K. Halgamuge and R. Kruse, "Multiple Cluster merging and Multihop Transmission in Wireless Sensor Networks", Lecture Notes in Computer Science, Springer Verlag, Volume 4459/2007, pp 89-99, International Conference on Grid and Pervasive Computing (GPC' 2007), Paris, 2007.
  5. R. Senaratne, D. Hardy, B. Vanderaa and S. K. Halgamuge, "Driver Fatigue Detection by Fusing Multiple Cues", Lecture Notes in Computer Science, Springer Verlag, Vol 4492/2007 , pp 801-809, June 2007.
  6. A.K.M.A. Baten, S.K. Halgamuge, B. Chang and N. Wickramarachchi, "Biological Sequence Data Preprocessing for Classification: A Case Study in Splice Site Identification", Lecture Notes in Computer Science, Springer Verlag, Vol 4492/2007 , pp 1221-1230, June 2007.
  7. Z. Z. Yu, AL Hsu and S. K. Halgamuge, "Combining News and Technical Indicators in Daily Stock Price Trends Prediction", Lecture Notes in Computer Science, Springer Verlag, Vol 4493/2007 , pp 1087-1096, June 2007.
  8. Z. Z. Yu, AL Hsu and S. K. Halgamuge, "Scalable Dynamic Self-Organising Maps for Mining Massive Textual Data", Lecture Notes in Computer Science, Springer Verlag, Vol 4234/2006, pp 260-267, October 2006
  9. *A. L. Hsu and S. K. Halgamuge, "Semi-supervised Learning of Dynamic Self-Organising Maps", Lecture Notes in Computer Science, Springer Verlag, Vol 4234/2006, pp 915-924, October 2006 (Among the 4 short listed papers for the best paper award out of 2000 submitted).
  10. M. A. Karim, S. K. Halgamuge, A. J. R. Smith and A. L. Hsu, "Manufacturing Yield Improvement by Clustering", Lecture Notes in Computer Science, Springer Verlag, Vol 4234/2006, pp 526-534, October 2006
  11. S. Maheswararajah and S. K. Halgamuge, "Sensor Scheduling for Target Recognition using Particle Swarm Optimisation", IEEE Vehicular Technology Conference, Melbourne, 2006
  12. R. Senaratne and S. K. Halgamuge, "Optimised Land Mark Model Matching for Face Recognition", 7th International Conference on Automatic Face and Gesture Recognition, UK, 2006
  13. C. Mendis, S.M. Guru, S.K. Halgamuge and S. Fernando, "Optimized Sink node path using Particle Swarm Optimization", IEEE International Workshop on Performance Evaluation of Wireless and Mobile Networks, Austria, 2006
  14. A.K.M.A. Baten, S.K. Halgamuge, N. Wickramarachchi, and J.C. Rajapakse, "Splice Site Detection Using a Combination of Markov Model and Neural Network", BIOINFO2005, Busan, Korea, 2005
  15. J. Reinhard, C.-K. K. Chan, S. K. Halgamuge, S.-L. Tang, and R. Kruse, "Region Identification on a Trained Growing Self-Organizing Map for Sequence Separation between Different Phylogenetic Genomes", BIOINFO2005, Busan, Korea, 2005
  16. S. M. Guru, S. K. Halgamuge, and S. Fernando, "Particle Swarm Optimisers for Cluster formation in Wireless Sensor Networks", Intelligent Sensors, Sensor Networks and Information Processing, Melbourne, 2005.
  17. R. Senaratne and S. K. Halgamuge, Using Particle Swarm Optimisation for Elastic Bunch Graph Matching to Recognise Faces, in Proceedings of the IEEE Tencon 2005, Melbourne, Australia, IEEE Press, November, 2005
  18. R. Senaratne and S. Halgamuge, Face Localisation for Driver Fatigue Recognition, in Proceedings of the International Conference on Information and Automation 2005, Colombo, Sri Lanka, December, 2005
  19. G. Russ, A Karim, A. Hsu, A. Islam, S. K. Halgamuge and R. Kruse, Detection of Faulty Semiconductor Wafers using Dynamic Growing Self Organizing Map, , in Proceedings of the IEEE Tencon 2005, Melbourne, Australia, IEEE Press, November, 2005
  20. S. Venix, R. Law and S. K. Halgamuge, Vehicle number plate detection in outdoor images, Proceeding of Intelligent Vehicles and Road Infrastructure Conference, Melbourne, Feb 2005
  21. G. Coath, M. Al-Dabbagh and S.K. Halgamuge, Particle Swarm Optimisation for Reactive Power and Voltage Control with Grid-Integrated Wind Farms, IEEE Power Engineering Society General Meeting, Denver, USA, June, 2004
  22. *S. M. Guru and A. L. Hsu and S.K. Halgamuge and S. Fernando, Clustering Sensor Networks using Growing Self Organising Maps, International Conference on Intelligent Sensors, Sensor Networks and Information Processing, Melbourne, Australia, IEEE Press, December, 2004
  23. *S. M. Guru, S.K. Halgamuge and S. Fernando, Cluster formation in wireless sensor networks using evolutionary computing techniques, International Conference on Information and Communication Technologies, Bangkok, Thailand, 2004
  24. T. Herzberg, S. Patchararungruang and S.K. Halgamuge and S. Fernando, A loss distribution method to provide quantitative loss differentiated services in a shared buffer, International Conference on Information and Communication Technologies, Bangkok, Thailand, 2004
  25. A. Ratnaweera, H. C. Watson, and S. K. Halgamuge, New SI Optimisation Techniques (accepted in 2003), FISITA 2004 World Automotive Congress, Barcelona, May 2004
  26. J. Li, K. H. Cheung, W. Rattasiri, and S. K. Halgamuge Self-Generating Hierarchical Fuzzy Systems, International Conference on Intelligent Sensing and Information Processing 2004 (ICISIP 200 4), IEEE Press, Chennai, Jan 2004
  27. * K. Chan, N. Kansara, M. Mirbagheri, S. M. Guru, S. K. Halgamuge, and S. Fernando Development of Hybrid Interface for Intelligent Sensor Management, Hybrid Intelligent System' 03, December 2003, Melbourne, Australia.
  28. A.Ratnaweera, H. C. Watson, and S. K. Halgamuge, Optimisation of valve timing events of internal combustion engines with particle swarm optimisation, Proceedings of the 2003 Congress on Evolutionary Computation, CEC '03 , pages 2411--2418, 2003.
  29. G.Coath and S.K. Halgamuge, A comparison of constraint-handling methods for the application of particle swarm optimisation to constrained nonlinear optimisation problems , Proceedings of the 2003 Congress on Evolutionary Computation, CEC '03 , pages 2419--2425, 2003.
  30. W.H.P. Leung, W.C. Tam, B.C.H. Chang, and S.K. Halgamuge, Protein Sequence Motif Discovery using MotifFinder, 5th IFAC 2003 Symposi um on Modelling and Control in Biomedical Systems , Melbourne, August 2003
  31. D.M.G. Preethichandra, A. Hsu, D. Alahakoon, and S. K. Halgamuge. A Modified Dynamic Self-Organizing Map Algorithm for Efficient Hardware Implementation. International Conference on Fuzzy systems and Knowledge Discovery '02, Singapore, November 2002.
  32. *S. M. Guru, G. McRae, and S. K. Halgamuge. Cost Effective Selection of Sensor node Clusters. International Conference on Fuzzy systems and Knowledge Discovery '02, Singapore, November 2002.
  33. A. Ratnaweera, S. K. Halgamuge, and H. Watson. Particle swarm optimisation with self-adaptive acceleration coefficients. International Conference on Fuzzy systems and Knowledge Discovery '02, Singapore, November 2002.
  34. R. Saad and S. K. Halgamuge. Automatically Tuned Hybrid Fuzzy Motion Control in The Presence of Mechanical Non-Linearities. International Symposium on Intelligent Control '02, Vancouver, Canada, October 2002.
  35. A. Ratnaweera, S. K. Halgamuge, and H. Watson. Particle swarm optimisation Applied to Modelling an Internal Combustion Engine. International Conference on Soft computing and Intelligent Systems, Japan, October 2002.

WELL CITED PAPERS PUBLISHED in 1994-2002

  1. *D. Alahakoon, S. K. Halgamuge and B. Srinivasan, "Dynamic Self Organising Maps with Controlled Growth for Knowledge Discovery", IEEE Transactions on Neural Networks (Special Issue in Data Mining), 2000.(141 GS and 50 ISI citations) DOWNLOAD PAPER
  2. S. K. Halgamuge. A Trainable Transparent Universal Approximator for Defuzzification in Mamdani Type Neuro-Fuzzy Controllers. IEEE Transactions on Fuzzy Systems, May 1998. DOWNLOAD PAPER
  3. S.K. Halgamuge, “Self Evolving Neural Networks for Rule Based Data Processing”, IEEE Transactions on Signal Processing, Vol 45, No 11, pages 2766-2773, Nov. 1997 DOWNLOAD PAPER
  4. T. Hollstein, S. K. Halgamuge, and M. Glesner. Computer Aided Fuzzy System Design based on generic VHDL Specifications. IEEE Transactions on Fuzzy Systems, November 1996. DOWNLOAD PAPER
  5. *S.K. Halgamuge and M. Glesner,, “Neural Networks in Designing Fuzzy Systems for Real World Applications”, International Journal for Fuzzy Sets and Systems, Vol 65, No 1, pages 1-12, Elsevier, 1994.(Listed among the most cited $2500$ papers published in Engineering in the 1994-03 period by ISI Essential Science Indicators}) (144 GS and 87 ISI citations) DOWNLOAD PAPER

 

Research > Professor Saman Halgamuge

Research Grants & Projects (1998-2008)

Australian Research Council (ARC) Linkage Infrastructure grant: “Bignet”, Chief Investigator (CI), $200,000 (2008)

G08/DAAD Research Cooperation: Optimisation of Grid Interfaces for Wind Energy Plants (2008-09 with Magdeburg University, Germany)

ARC Research Network: "Safeguarding Australia" (Designated Program Leader and a Chief Investigator) $1.95 million (2005-09)

Australian Research Council (ARC) Linkage grant: "Optimising train driver vigilance system" $375,000 (2005-07 Second CI with Lal, Fisher and Metcalf)

ARC e-research grant: "Tidal Wave Warning Systems using Data Fusion" $100,000 (2005-06)

ARC Discovery/Large grant: "Pattern Recognition and Interpretation in Sequence Data" $255,000 (2004-06)

ARC Linkage International grant on Sequence Data Analysis (2004-06) $45,000 (First CI, with Glesner and Kruse) 

Robert Bosch Research Contract: "Sequence Image Classification" (2004-06) $135,000 (Sole CI)

ARC Research Network Seed grants on Safeguarding Australia (CI), $40,000 and Intelligent Vehicles and Road Infrastructure, 2004, (First CI), $10,000

ARC Linkage grant on Brake-By-Wire Mechatronic Systems (2003-05) $195,000 (Second CI with Good) and $57,000 from Pacifica Group Technologies)

Rowden White Foundation grant: "Optimisation in Alternative Energy Integration" $100,000 (First CI with Charters and Brown) (2003-2006)

ARC Linkage project grant on Sensor Network Clustering for E-Commerce Applications (2002-03), (Sole CI) with Ajax Engineered Fasteners

ARC Discovery: Self Organising Neural Networks (2001-03) $169,000 (Sole CI)

Robert Bosch Germany research contract on Sequence Image Recognition (2000-03) $225,000 (sole CI)

ARC SPIRT/Linkage project on Smart Bolts: Tension Monitoring for Space Applications (2000-2001, First CI) with S. Fernando of Ajax Engineered Fasteners

Advanced Engineering Centre for Manufacturing grants on Neuro-Fuzzy Systems (2000-02) $85,000 (sole CI), Image Data Fusion (2000-02), $45,000 (sole CI), Robotic Equipment,$50,000 (First CI with Prof. Good)

ARC Small Grants on Data Mining (2000,sole CI), Data Compression for Telerobotics (1999, sole CI) and Fuzzy-Petri-Nets (1998, sole CI)

 

Postgraduate Students (Principle Supervisor)

See Project abstracts and publications for the following students:
(http://www.merit.unimelb.edu.au/downloads/research_summary_2008/EngResearchBiomed.pdf)

K. Fong, PhD
"Mathematical Modelling of Sodium Ion Channels ”

A. Baten, PhD
"Detection of Regulatory Regions in Genomic Sequences ”

K. Chan, PhD
"Separation of Microorganisms based on DNA Sequence Data Clustering ”

J. Li, PhD
"Interpretation and Classification of Viral Genomic Data by Statistical Data Mining"

See Project abstracts and publications for the following students:
(http://www.merit.unimelb.edu.au/downloads/research_summary_2008/EngResearchSS.pdf)

S. Adhikari, PhD
"Energy Management of Hybrid Electric Vehicles with Real Time Traffic-Prediction"

T. Yu, Masters
"Tidal Wave Early Warning with e-research"

G. Coath, PhD
"Reactive Power and Voltage Control of Power Systems Containing Wind Farms", Completed in 2007

A. Karim, PhD
"A Study of Quality and Reliability Related Manufacturing Practices", Completed in 2007

See Project abstracts and publications for the following students:
(http://www.merit.unimelb.edu.au/downloads/research_summary_2008/EngResearchICS.pdf)

S. Maheswararajah, PhD
"Optimisation of Sensor Management for Target Tracking in Transportation"

R. Senaratne, PhD
"Driver Fatigue Detection Using Facial Features"

A. Koncar, PhD
"Driver Safety: Sequence Image Classification"

R. Law, PhD
"Driver Safety:Traffic Symbol Identification", Completed in 2007

S. M. Guru, PhD
"Structural Health Monitoring with Sensor Networks Embedded in Mechanical Structures", Completed in 2007

C. Mendis, Masters
"Optimised Sink Trajectories for Sensor Networks in Disaster Management"

T. Bandara, PhD, “Computational Modelling of Optical Levitation and Manipulation of Micro Particles"

New Students in 2008:

K. Steer, PhD, "Machine Learning for Scheduling"

I. Saeed, Masters, "Semi Supervised Learning"

B. Fahimnia, PhD, "Optimization in Supply Chain Networks with Sensors", a collaborative project with CSIRO


Websites & Links

Research Lab Webpage

Thomson’s RsearcherID profile of Saman Halgamuge includes more publications and some citation information (LINK: http://www.researcherid.com/rid/A-8154-2008

 

undergraduate teaching

436-492 Major Project & Professional Practice
436-414 Optimization

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