Saman K. Halgamuge

	2012
58		Jason Li, Richard Lupat, Kaushalya C. Amarasinghe, Ella R. Thompson, Maria A. Doyle, Georgina L. Ryland, Richard W. Tothill, Saman K. Halgamuge, Ian G. Campbell, Kylie L. Gorringe: CONTRA: copy number analysis for targeted resequencing. Bioinformatics 28(10): 1307-1313 (2012)
	2011
57		Suhinthan Maheswararajah, Saman K. Halgamuge, K. B. Dassanayake, D. Chapman: Management of Orphaned-Nodes in Wireless Sensor Networks for Smart Irrigation Systems. IEEE Transactions on Signal Processing 59(10): 4909-4922 (2011)
56		Rajinda Senaratne, Budi Thomas Jap, Sara Lal, Arthur L. Hsu, Saman K. Halgamuge, Peter Fischer: Comparing two video-based techniques for driver fatigue detection: classification versus optical flow approach. Mach. Vis. Appl. 22(4): 597-618 (2011)
	2010
55		Mario A. Muñoz, Saman K. Halgamuge, Wilfredo Alfonso, Eduardo Caicedo: Simplifying the Bacteria Foraging Optimization Algorithm. IEEE Congress on Evolutionary Computation 2010: 1-7
	2009
54		Suhinthan Maheswararajah, Siddeswara Mayura Guru, Yanfeng Shu, Saman K. Halgamuge: Energy Adaptive Sensor Scheduling for Noisy Sensor Measurements. DCOSS 2009: 187-200
53		Chon-Kit Kenneth Chan, Saman K. Halgamuge: Investigation of Average Mutual Information for Species Separation Using GSOM. FGIT 2009: 42-49
52		Arthur L. Hsu, Isaam Saeed, Saman K. Halgamuge: Dynamic Self-Organising Maps: Theory, Methods and Applications. Foundations of Computational Intelligence (1) 2009: 363-379
51		Kent C. B. Steer, Andrew Wirth, Saman K. Halgamuge: The Rationale Behind Seeking Inspiration from Nature. Nature-Inspired Algorithms for Optimisation 2009: 51-76
50		Rajinda Senaratne, Saman K. Halgamuge, Arthur L. Hsu: Face Recognition by Extending Elastic Bunch Graph Matching with Particle Swarm Optimization. Journal of Multimedia 4(4): 204-214 (2009)
49		Waratt Rattasiri, Saman K. Halgamuge, Nalin Wickramarachchi: Structure adaptation of hierarchical knowledge-based classifiers. Neural Computing and Applications 18(6): 523-537 (2009)
	2008
48		Xiaofeng Song, Saman K. Halgamuge, De-zhao Chen, Shang-Xu Hu: Support Vector Machine Integrated CCA for Classification of Complex Chemical Patterns. FGCN (3: BSBT) 2008: 21-23
47		Kent C. B. Steer, Andrew Wirth, Saman K. Halgamuge: Information Theoretic Classification of Problems for Metaheuristics. SEAL 2008: 319-328
46		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)
45		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)
44		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
43		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
42		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
41		Siddeswara Mayura Guru, Matthias Steinbrecher, Saman K. Halgamuge, Rudolf Kruse: Multiple Cluster Merging and Multihop Transmission in Wireless Sensor Networks. GPC 2007: 89-99
40		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
39		Rajinda Senaratne, David Hardy, Bill Vanderaa, Saman K. Halgamuge: Driver Fatigue Detection by Fusing Multiple Cues. ISNN (2) 2007: 801-809
38		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
37		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)
36		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)
35		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
34		Champake Mendis, Siddeswara Mayura Guru, Saman K. Halgamuge, Saman Fernando: Optimized Sink node Path using Particle Swarm Optimization. AINA (2) 2006: 388-394
33		Rajinda Senaratne, Saman K. Halgamuge: Optimised Landmark Model Matching for Face Recognition. FG 2006: 120-125
32		Arthur L. Hsu, Saman K. Halgamuge: Semi-supervised Learning of Dynamic Self-Organising Maps. ICONIP (1) 2006: 915-924
31		Yu Zheng Zhai, Arthur L. Hsu, Saman K. Halgamuge: Scalable Dynamic Self-Organising Maps for Mining Massive Textual Data. ICONIP (3) 2006: 260-267
30		M. A. Karim, Saman K. Halgamuge, A. J. R. Smith, Arthur L. Hsu: Manufacturing Yield Improvement by Clustering. ICONIP (3) 2006: 526-534
29		Suhinthan Maheswararajah, Saman K. Halgamuge: Sensor Scheduling For Target Tracking Using Particle Swarm Optimization. VTC Spring 2006: 573-577
28		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)
27		Rajinda Senaratne, Saman K. Halgamuge: Optimal Weighting of Landmarks for Face Recognition. Journal of Multimedia 1(3): 31-41 (2006)
	2005
26		Saman K. Halgamuge, Lipo Wang: Computational Intelligence for Modelling and Prediction Springer 2005
25		Saman K. Halgamuge, Lipo Wang: Classification and Clustering for Knowledge Discovery Springer 2005
24		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)
23		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
22		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)
21		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)
20		Ramy Saad, Saman K. Halgamuge: Stability of hierarchical fuzzy systems generated by Neuro-Fuzzy. Soft Comput. 8(6): 409-416 (2004)
	2003
19		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
18		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)
17		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)
16		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
15		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
14		Siddeswara Mayura Guru, Gavin McRae, Saman K. Halgamuge, Saman Fernando: Cost Effective selection of Sensor Node Clusters. FSKD 2002: 259-263
13		Asanga Ratnaweera, Saman K. Halgamuge, Harry C. Watson: Particle Swarm Optimization with Self-Adaptive Acceleration Coefficients. FSKD 2002: 264-268
12		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
11		Bill C. H. Chang, Saman K. Halgamuge: Protein motif extraction with neuro-fuzzy optimization. Bioinformatics 18(8): 1084-1090 (2002)
	2000
10		Damminda Alahakoon, Saman K. Halgamuge, Bala Srinivasan: Dynamic self-organizing maps with controlled growth for knowledge discovery. IEEE Trans. Neural Netw. Learning Syst. 11(3): 601-614 (2000)
	1998
9		Damminda Alahakoon, Saman K. Halgamuge, Bala Srinivasan: A Structure Adapting Feature Map for Optimal Cluster Representation. ICONIP 1998: 809-812
	1997
8		Saman K. Halgamuge: Self-evolving neural networks for rule-based data processing. IEEE Transactions on Signal Processing 45(11): 2766-2773 (1997)
	1996
7		Saman K. Halgamuge: Multiple shape basis function networks for rule based analysis of data. ANZIIS 1996: 113-116
	1995
6		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		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		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		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		Saman K. Halgamuge, Manfred Glesner: Fuzzy neural fusion techniques for industrial applications. SAC 1994: 136-141

Coauthor Index

1	Damminda Alahakoon (L. Damminda Alahakoon)	[9] [10] [12]
2	Wilfredo Alfonso	[55]
3	Kaushalya C. Amarasinghe	[58]
4	A. K. M. A. Baten	[28] [37] [40] [45]
5	Alain Brichard	[5]
6	Eduardo Caicedo	[55]
7	Ian G. Campbell	[58]
8	Chon-Kit Kenneth Chan	[42] [46] [53]
9	Kenneth Chan	[19]
10	Bill C. H. Chang	[11] [17] [22] [28] [37] [40] [45]
11	D. Chapman	[57]
12	De-zhao Chen	[48]
13	K. B. Dassanayake	[57]
14	Maria A. Doyle	[58]
15	Saman Fernando	[14] [19] [23] [34]
16	Peter Fischer	[56]
17	Manfred Glesner	[1] [2] [3] [4] [5] [6]
18	Kylie L. Gorringe	[58]
19	Christoph Grimm	[6]
20	Siddeswara Mayura Guru	[14] [19] [23] [34] [41] [54]
21	David Hardy	[39]
22	Thomas Hollstein	[2]
23	Arthur L. Hsu	[12] [16] [18] [23] [30] [31] [32] [38] [42] [46] [50] [52] [56]
24	Shang-Xu Hu	[48]
25	Holger Janßen	[35]
26	Budi Thomas Jap	[56]
27	N. Kansara	[19]
28	M. A. Karim	[30]
29	Christopher I. Kells	[36]
30	Andreas Kirschbaum	[2]
31	Alan Koncar	[35]
32	Rudolf Kruse	[41]
33	Sara Lal	[56]
34	Jason Li	[28] [36] [37] [43] [44] [58]
35	Richard Lupat	[58]
36	Suhinthan Maheswararajah	[29] [54] [57]
37	Gavin McRae	[14]
38	Champake Mendis	[34]
39	M. Mirbagheri	[19]
40	Mario A. Muñoz	[55]
41	S. Patchararungruang	[24]
42	Werner Poechmueller	[4]
43	D. M. G. Preethichandra	[12]
44	Asanga Ratnaweera	[13] [21] [22]
45	Waratt Rattasiri	[49]
46	Georgina L. Ryland	[58]
47	Ramy Saad	[20] [44]
48	Isaam Saeed	[52]
49	Rajinda Senaratne	[27] [33] [39] [50] [56]
50	N. Shenoy	[24]
51	Yanfeng Shu	[54]
52	A. J. R. Smith	[30]
53	Xiaofeng Song	[48]
54	Balasubramaniam Srinivasan (Bala Srinivasan)	[9] [10]
55	Kent C. B. Steer	[47] [51]
56	Matthias Steinbrecher	[41]
57	Sen-Lin Tang	[18] [36] [42] [46]
58	Ella R. Thompson	[58]
59	Richard W. Tothill	[58]
60	Bill Vanderaa	[39]
61	Lipo Wang	[15] [25] [26]
62	Harry C. Watson	[13] [21] [22]
63	Nalin Wickramarachchi	[40] [49]
64	Andrew Wirth	[47] [51]
65	Xin Yao	[15]
66	Yu Zheng Zhai	[31] [38]

Colors in the list of coauthors

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