| * | 2009 |
| 47 | EE | Suhinthan Maheswararajah,
Siddeswara Mayura Guru,
Yanfeng Shu,
Saman K. Halgamuge:
Energy Adaptive Sensor Scheduling for Noisy Sensor Measurements.
DCOSS 2009: 187-200 |
| 46 | EE | Kent C. B. Steer,
Andrew Wirth,
Saman K. Halgamuge:
The Rationale Behind Seeking Inspiration from Nature.
Nature-Inspired Algorithms for Optimisation 2009: 51-76 |
| 2008 |
| 45 | EE | Kent C. B. Steer,
Andrew Wirth,
Saman K. Halgamuge:
Information Theoretic Classification of Problems for Metaheuristics.
SEAL 2008: 319-328 |
| 44 | EE | Chon-Kit Kenneth Chan,
Arthur L. Hsu,
Saman K. Halgamuge,
Sen-Lin Tang:
Binning sequences using very sparse labels within a metagenome.
BMC Bioinformatics 9: (2008) |
| 43 | EE | A. K. M. A. Baten,
Saman K. Halgamuge,
Bill C. H. Chang:
Fast splice site detection using information content and feature reduction.
BMC Bioinformatics 9(S-12): (2008) |
| 42 | EE | Ramy Saad,
Saman K. Halgamuge,
Jason Li:
Polynomial kernel adaptation and extensions to the SVM classifier learning.
Neural Computing and Applications 17(1): 19-25 (2008) |
| 2007 |
| 41 | EE | Jason Li,
Saman K. Halgamuge:
Improving Training Speed of Support Vector Machines by Creating Exploitable Trends of Lagrangian Variables: An Application to DNA Splice Site Detection.
FBIT 2007: 230-233 |
| 40 | EE | Chon-Kit Kenneth Chan,
Arthur L. Hsu,
Sen-Lin Tang,
Saman K. Halgamuge:
A Method for Evaluating Quality of Clustering DNA Fragments Encoded in Different Nucleotide Frequencies.
FBIT 2007: 60-63 |
| 39 | EE | Siddeswara Mayura Guru,
Matthias Steinbrecher,
Saman K. Halgamuge,
Rudolf Kruse:
Multiple Cluster Merging and Multihop Transmission in Wireless Sensor Networks.
GPC 2007: 89-99 |
| 38 | EE | A. K. M. A. Baten,
Saman K. Halgamuge,
Bill C. H. Chang,
Nalin Wickramarachchi:
Biological Sequence Data Preprocessing for Classification: A Case Study in Splice Site Identification.
ISNN (2) 2007: 1221-1230 |
| 37 | EE | Rajinda Senaratne,
David Hardy,
Bill Vanderaa,
Saman K. Halgamuge:
Driver Fatigue Detection by Fusing Multiple Cues.
ISNN (2) 2007: 801-809 |
| 36 | EE | Yu Zheng Zhai,
Arthur L. Hsu,
Saman K. Halgamuge:
Combining News and Technical Indicators in Daily Stock Price Trends Prediction.
ISNN (3) 2007: 1087-1096 |
| 35 | EE | A. K. M. A. Baten,
Bill C. H. Chang,
Saman K. Halgamuge,
Jason Li:
Correction: Splice site identification using probabilistic parameters and SVM classification.
BMC Bioinformatics 8: (2007) |
| 34 | EE | Jason Li,
Saman K. Halgamuge,
Christopher I. Kells,
Sen-Lin Tang:
Gene function prediction based on genomic context clustering and discriminative learning: an application to bacteriophages.
BMC Bioinformatics 8(S-4): (2007) |
| 33 | EE | Alan Koncar,
Holger Janßen,
Saman K. Halgamuge:
Gabor wavelet similarity maps for optimising hierarchical road sign classifiers.
Pattern Recognition Letters 28(2): 260-267 (2007) |
| 2006 |
| 32 | EE | Champake Mendis,
Siddeswara Mayura Guru,
Saman K. Halgamuge,
Saman Fernando:
Optimized Sink node Path using Particle Swarm Optimization.
AINA (2) 2006: 388-394 |
| 31 | EE | Rajinda Senaratne,
Saman K. Halgamuge:
Optimised Landmark Model Matching for Face Recognition.
FG 2006: 120-125 |
| 30 | EE | Arthur L. Hsu,
Saman K. Halgamuge:
Semi-supervised Learning of Dynamic Self-Organising Maps.
ICONIP (1) 2006: 915-924 |
| 29 | EE | Yu Zheng Zhai,
Arthur L. Hsu,
Saman K. Halgamuge:
Scalable Dynamic Self-Organising Maps for Mining Massive Textual Data.
ICONIP (3) 2006: 260-267 |
| 28 | EE | M. A. Karim,
Saman K. Halgamuge,
A. J. R. Smith,
Arthur L. Hsu:
Manufacturing Yield Improvement by Clustering.
ICONIP (3) 2006: 526-534 |
| 27 | EE | Suhinthan Maheswararajah,
Saman K. Halgamuge:
Sensor Scheduling For Target Tracking Using Particle Swarm Optimization.
VTC Spring 2006: 573-577 |
| 26 | EE | A. K. M. A. Baten,
Bill C. H. Chang,
Saman K. Halgamuge,
Jason Li:
Splice site identification using probabilistic parameters and SVM classification.
BMC Bioinformatics 7(S-5): (2006) |
| 25 | EE | Rajinda Senaratne,
Saman K. Halgamuge:
Optimal Weighting of Landmarks for Face Recognition.
Journal of Multimedia 1(3): 31-41 (2006) |
| 2005 |
| 24 | | Saman K. Halgamuge,
Lipo Wang:
Computational Intelligence for Modelling and Prediction
Springer 2005 |
| 23 | | Saman K. Halgamuge,
Lipo Wang:
Classification and Clustering for Knowledge Discovery
Springer 2005 |
| 22 | EE | S. Patchararungruang,
Saman K. Halgamuge,
N. Shenoy:
Optimized rule-based delay proportion adjustment for proportional differentiated services.
IEEE Journal on Selected Areas in Communications 23(2): 261-276 (2005) |
| 21 | EE | Siddeswara Mayura Guru,
Arthur L. Hsu,
Saman K. Halgamuge,
Saman Fernando:
An Extended Growing Self-Organizing Map for Selection of Clusters in Sensor Networks.
IJDSN 1(2): 227-243 (2005) |
| 2004 |
| 20 | EE | Bill C. H. Chang,
Asanga Ratnaweera,
Saman K. Halgamuge,
Harry C. Watson:
Particle Swarm Optimisation for Protein Motif Discovery.
Genetic Programming and Evolvable Machines 5(2): 203-214 (2004) |
| 19 | | Asanga Ratnaweera,
Saman K. Halgamuge,
Harry C. Watson:
Self-Organizing Hierarchical Particle Swarm Optimizer With Time-Varying Acceleration Coefficients.
IEEE Trans. Evolutionary Computation 8(3): 240-255 (2004) |
| 18 | EE | Ramy Saad,
Saman K. Halgamuge:
Stability of hierarchical fuzzy systems generated by Neuro-Fuzzy.
Soft Comput. 8(6): 409-416 (2004) |
| 2003 |
| 17 | | Kenneth Chan,
N. Kansara,
M. Mirbagheri,
Siddeswara Mayura Guru,
Saman K. Halgamuge,
Saman Fernando:
Development of Hybrid Interface for Intelligent Sensor Management.
HIS 2003: 820-829 |
| 16 | | Arthur L. Hsu,
Sen-Lin Tang,
Saman K. Halgamuge:
An unsupervised hierarchical dynamic self-organizing approach to cancer class discovery and marker gene identification in microarray data.
Bioinformatics 19(16): 2131-2140 (2003) |
| 15 | EE | Bill C. H. Chang,
Saman K. Halgamuge:
Approximate symbolic pattern matching for protein sequence data.
Int. J. Approx. Reasoning 32(2-3): 171-186 (2003) |
| 14 | EE | Arthur L. Hsu,
Saman K. Halgamuge:
Enhancement of topology preservation and hierarchical dynamic self-organising maps for data visualisation.
Int. J. Approx. Reasoning 32(2-3): 259-279 (2003) |
| 2002 |
| 13 | | Lipo Wang,
Saman K. Halgamuge,
Xin Yao:
FSDK'02, Proceedings of the 1st International Conference on Fuzzy Systems and Knowledge Discovery: Computational Intelligence for the E-Age, 2 Volumes, November 18-22, 2002, Orchid Country Club, Singapore
FSKD 2002 |
| 12 | | Siddeswara Mayura Guru,
Gavin McRae,
Saman K. Halgamuge,
Saman Fernando:
Cost Effective selection of Sensor Node Clusters.
FSKD 2002: 259-263 |
| 11 | | Asanga Ratnaweera,
Saman K. Halgamuge,
Harry C. Watson:
Particle Swarm Optimization with Self-Adaptive Acceleration Coefficients.
FSKD 2002: 264-268 |
| 10 | | D. M. G. Preethichandra,
Arthur L. Hsu,
Damminda Alahakoon,
Saman K. Halgamuge:
A Modified Dynamic Self-Organizing Map Algorithm for Efficient Hardware Implementation.
FSKD 2002: 646-650 |
| 9 | | Bill C. H. Chang,
Saman K. Halgamuge:
Protein motif extraction with neuro-fuzzy optimization.
Bioinformatics 18(8): 1084-1090 (2002) |
| 1998 |
| 8 | | Damminda Alahakoon,
Saman K. Halgamuge,
B. Srinivasan:
A Structure Adapting Feature Map for Optimal Cluster Representation.
ICONIP 1998: 809-812 |
| 1996 |
| 7 | EE | Saman K. Halgamuge:
Multiple shape basis function networks for rule based analysis of data.
ANZIIS 1996: 113-116 |
| 1995 |
| 6 | EE | Saman K. Halgamuge,
Christoph Grimm,
Manfred Glesner:
A sub Bayesian nearest prototype neural network with fuzzy interpretability for diagnosis problems.
SAC 1995: 445-449 |
| 5 | EE | Saman K. Halgamuge,
Alain Brichard,
Manfred Glesner:
Comparison of a heuristic method with a genetic algorithm for generation of compact rule based classifiers.
SAC 1995: 580-585 |
| 4 | EE | Saman K. Halgamuge,
Werner Poechmueller,
Manfred Glesner:
An alternative approach for generation of membership functions and fuzzy rules based on radial and cubic basis function networks.
Int. J. Approx. Reasoning 12(3-4): 279-298 (1995) |
| 3 | EE | Saman K. Halgamuge,
Manfred Glesner:
Fuzzy neural networks: between functional equivalence and applicability.
Int. J. Neural Syst. 6(2): 185-196 (1995) |
| 1994 |
| 2 | | Thomas Hollstein,
Saman K. Halgamuge,
Andreas Kirschbaum,
Manfred Glesner:
Rapid-Prototyping von anwendungsspezifischen Fuzzy Controllern mit Field Programmable Gate Arrays.
Fuzzy Days 1994: 8-14 |
| 1 | EE | Saman K. Halgamuge,
Manfred Glesner:
Fuzzy neural fusion techniques for industrial applications.
SAC 1994: 136-141 |