default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDSaman K. Halgamuge
Saman Kumara Halgamuge
Person information
- affiliation: University of Melbourne, Department of Mechanical Engineering, VIC, Australia
- affiliation: Australian National University, Research School of Engineering, Canberra, ACT, Australia
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
[j73]Nanduni I. Nimalsiri
, Elizabeth L. Ratnam, David Smith, Chathurika P. Mediwaththe, Saman K. Halgamuge:
A Distributed Coordination Approach for the Charge and Discharge of Electric Vehicles in Unbalanced Distribution Grids. IEEE Trans. Ind. Informatics 20(3): 3551-3562 (2024)- [j72]Amanda Jayanetti, Saman K. Halgamuge, Rajkumar Buyya:
Multi-Agent Deep Reinforcement Learning Framework for Renewable Energy-Aware Workflow Scheduling on Distributed Cloud Data Centers. IEEE Trans. Parallel Distributed Syst. 35(4): 604-615 (2024) - [c60]Haihang Wu, Wei Wang, Tamasha Malepathirana, Damith A. Senanayake, Denny Oetomo, Saman K. Halgamuge:
When to Grow? A Fitting Risk-Aware Policy for Layer Growing in Deep Neural Networks. AAAI 2024: 5994-6002 - [c59]Nisal Ranasinghe, Damith A. Senanayake, Sachith Seneviratne, Malin Premaratne, Saman K. Halgamuge:
GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations. AAAI 2024: 14776-14784 - [c58]Rashindrie Perera, Saman K. Halgamuge:
Discriminative Sample-Guided and Parameter-Efficient Feature Space Adaptation for Cross-Domain Few-Shot Learning. CVPR 2024: 23794-23804 - [i17]Haihang Wu, Wei Wang, Tamasha Malepathirana, Damith A. Senanayake, Denny Oetomo, Saman K. Halgamuge:
When To Grow? A Fitting Risk-Aware Policy for Layer Growing in Deep Neural Networks. CoRR abs/2401.03104 (2024) - [i16]Maneesha Perera, Julian de Hoog, Kasun Bandara, Damith A. Senanayake, Saman K. Halgamuge:
Day-ahead regional solar power forecasting with hierarchical temporal convolutional neural networks using historical power generation and weather data. CoRR abs/2403.01653 (2024) - [i15]Rashindrie Perera, Saman K. Halgamuge:
Discriminative Sample-Guided and Parameter-Efficient Feature Space Adaptation for Cross-Domain Few-Shot Learning. CoRR abs/2403.04492 (2024) - [i14]Ken Chen, Sachith Seneviratne, Wei Wang, Dongting Hu, Sanjay Saha, Md. Tarek Hasan, Sanka Rasnayaka, Tamasha Malepathirana, Mingming Gong, Saman K. Halgamuge:
AniFaceDiff: High-Fidelity Face Reenactment via Facial Parametric Conditioned Diffusion Models. CoRR abs/2406.13272 (2024) - [i13]Amanda Jayanetti, Saman K. Halgamuge, Rajkumar Buyya:
A Deep Reinforcement Learning Approach for Cost Optimized Workflow Scheduling in Cloud Computing Environments. CoRR abs/2408.02926 (2024) - [i12]Amanda Jayanetti, Saman K. Halgamuge, Rajkumar Buyya:
Reinforcement Learning based Workflow Scheduling in Cloud and Edge Computing Environments: A Taxonomy, Review and Future Directions. CoRR abs/2408.02938 (2024) - [i11]Nisal Ranasinghe, Yu Xia, Sachith Seneviratne, Saman K. Halgamuge:
GINN-KAN: Interpretability pipelining with applications in Physics Informed Neural Networks. CoRR abs/2408.14780 (2024) - 2023
- [j71]Nicholas Davey, Nicolas Langrené, Wen Chen, Jonathan R. Rhodes, Simon Dunstall, Saman K. Halgamuge:
Designing higher value roads to preserve species at risk by optimally controlling traffic flow. Ann. Oper. Res. 320(2): 663-693 (2023) - [c57]Upeka Premaratne, Saman K. Halgamuge:
The Achilles Heel of Artificial Intelligence. ACIIDS (Companion) 2023: 387-398 - [c56]Tamasha Malepathirana, Damith A. Senanayake, Saman K. Halgamuge:
NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning. ICCV 2023: 11640-11650 - [c55]Sanjay Saha, Rashindrie Perera, Sachith Seneviratne, Tamasha Malepathirana, Sanka Rasnayaka, Deshani Geethika, Terence Sim, Saman K. Halgamuge:
Undercover Deepfakes: Detecting Fake Segments in Videos. ICCV (Workshops) 2023: 415-425 - [i10]Sanjay Saha, Rashindrie Perera, Sachith Seneviratne, Tamasha Malepathirana, Sanka Rasnayaka, Deshani Geethika, Terence Sim, Saman K. Halgamuge:
Undercover Deepfakes: Detecting Fake Segments in Videos. CoRR abs/2305.06564 (2023) - [i9]Tamasha Malepathirana, Damith A. Senanayake, Saman K. Halgamuge:
NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning. CoRR abs/2308.09297 (2023) - [i8]Nisal Ranasinghe, Damith A. Senanayake, Sachith Seneviratne, Malin Premaratne, Saman K. Halgamuge:
GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations. CoRR abs/2312.10913 (2023) - 2022
- [j70]Tamasha Malepathirana, Damith A. Senanayake, Rajith Vidanaarachchi, Vini Gautam, Saman K. Halgamuge:
Dimensionality reduction for visualizing high-dimensional biological data. Biosyst. 220: 104749 (2022) - [j69]Maneesha Perera, Julian de Hoog, Kasun Bandara, Saman K. Halgamuge:
Multi-resolution, multi-horizon distributed solar PV power forecasting with forecast combinations. Expert Syst. Appl. 205: 117690 (2022) - [j68]Amanda Jayanetti, Saman K. Halgamuge, Rajkumar Buyya:
Deep reinforcement learning for energy and time optimized scheduling of precedence-constrained tasks in edge-cloud computing environments. Future Gener. Comput. Syst. 137: 14-30 (2022) - [j67]Nanduni I. Nimalsiri, Elizabeth L. Ratnam, David B. Smith, Chathurika P. Mediwaththe, Saman K. Halgamuge:
Coordinated Charge and Discharge Scheduling of Electric Vehicles for Load Curve Shaping. IEEE Trans. Intell. Transp. Syst. 23(7): 7653-7665 (2022) - [i7]Maneesha Perera, Julian de Hoog, Kasun Bandara, Saman K. Halgamuge:
Multi-Resolution, Multi-Horizon Distributed Solar PV Power Forecasting with Forecast Combinations. CoRR abs/2206.10795 (2022) - [i6]Nisal Ranasinghe, A. Ramanan, S. Fernando, Pathima Nusrath Hameed, Damayanthi Herath, Tamasha Malepathirana, Ponnuthurai N. Suganthan, M. Niranjan, Saman K. Halgamuge:
Interpretability and accessibility of machine learning in selected food processing, agriculture and health applications. CoRR abs/2211.16699 (2022) - 2021
- [j66]Yahui Sun, Xiaokui Xiao, Bin Cui, Saman K. Halgamuge, Theodoros Lappas, Jun Luo:
Finding Group Steiner Trees in Graphs with both Vertex and Edge Weights. Proc. VLDB Endow. 14(7): 1137-1149 (2021) - [j65]Damith A. Senanayake, Wei Wang, Shalin H. Naik, Saman K. Halgamuge:
Self-Organizing Nebulous Growths for Robust and Incremental Data Visualization. IEEE Trans. Neural Networks Learn. Syst. 32(10): 4588-4602 (2021) - [j64]Pingping Tang, Yuning Dong, Yin Chen, Shiwen Mao, Saman K. Halgamuge:
QoE-Aware Traffic Aggregation Using Preference Logic for Edge Intelligence. IEEE Trans. Wirel. Commun. 20(9): 6093-6106 (2021) - [c54]Tamasha Malepathirana, Damith A. Senanayake, Vini Gautam, Saman K. Halgamuge:
Robustness of Visualization Methods in Preserving the Continuous and Discrete Latent Structures of High-Dimensional Single-Cell Data. CIBCB 2021: 1-9 - 2020
- [j63]Upeka Premaratne, Saman K. Halgamuge, Ying Tan, Iven M. Y. Mareels:
Extremum Seeking Control With Sporadic Packet Transmission for Networked Control Systems. IEEE Trans. Control. Netw. Syst. 7(2): 758-769 (2020) - [j62]Bin Cao, Jianwei Zhao, Zhihan Lv, Yu Gu, Peng Yang, Saman K. Halgamuge:
Multiobjective Evolution of Fuzzy Rough Neural Network via Distributed Parallelism for Stock Prediction. IEEE Trans. Fuzzy Syst. 28(5): 939-952 (2020) - [j61]Nanduni I. Nimalsiri, Chathurika P. Mediwaththe, Elizabeth L. Ratnam, Marnie E. Shaw, David B. Smith, Saman K. Halgamuge:
A Survey of Algorithms for Distributed Charging Control of Electric Vehicles in Smart Grid. IEEE Trans. Intell. Transp. Syst. 21(11): 4497-4515 (2020) - [j60]Yahui Sun, Daniel Rehfeldt, Marcus Brazil, Doreen A. Thomas, Saman K. Halgamuge:
A Physarum-Inspired Algorithm for Minimum-Cost Relay Node Placement in Wireless Sensor Networks. IEEE/ACM Trans. Netw. 28(2): 681-694 (2020) - [c53]Nanduni I. Nimalsiri, David Smith, Elizabeth L. Ratnam, Chathurika P. Mediwaththe, Saman K. Halgamuge:
A Decentralized Electric Vehicle Charge Scheduling Scheme for Tracking Power Profiles. ISGT 2020: 1-5 - [i5]Chathurika P. Mediwaththe, Marnie E. Shaw, Saman K. Halgamuge, David B. Smith, Paul Scott:
An Incentive-compatible Energy Trading Framework for Neighborhood Area Networks with Shared Energy Storage. CoRR abs/2008.10384 (2020)
2010 – 2019
- 2019
- [j59]Yahui Sun, Saman K. Halgamuge:
Minimum-Cost Heterogeneous Node Placement in Wireless Sensor Networks. IEEE Access 7: 14847-14858 (2019) - [j58]Duleepa Jayasundara, Damayanthi Herath, Damith A. Senanayake, Isaam Saeed, Cheng-Yu Yang, Yuan Sun, Bill C. Chang, Sen-Lin Tang, Saman K. Halgamuge:
ENVirT: inference of ecological characteristics of viruses from metagenomic data. BMC Bioinform. 19-S(13): 377:1-377:12 (2019) - [j57]Yahui Sun, Marcus Brazil, Doreen A. Thomas, Saman K. Halgamuge:
The Fast Heuristic Algorithms and Post-Processing Techniques to Design Large and Low-Cost Communication Networks. IEEE/ACM Trans. Netw. 27(1): 375-388 (2019) - [c52]Yong-Wei Zhang, Saman K. Halgamuge:
Similarity of Continuous Optimization Problems from the Algorithm Performance Perspective. CEC 2019: 2949-2957 - [c51]Ying Ying Beh, David Ripper, Shyam Shiv Kumar, Hou Nam U, Hansani Weeratunge, Guillermo Narsilio, Saman K. Halgamuge, Julian de Hoog, Ramachandra Rao Kolluri:
Experimental Platform for Measuring the Impacts of Different Charging Strategies on Battery Degradation. e-Energy 2019: 367-369 - [c50]Rajith Vidanaarachchi, Marnie E. Shaw, Saman K. Halgamuge:
Exploring Computational Inference of Microbial Interactions and their Dynamics. ICIIS 2019: 28-33 - [c49]Wei Wang, Yuan Sun, Saman K. Halgamuge:
Improving MMD-GAN Training with Repulsive Loss Function. ICLR (Poster) 2019 - [i4]Yahui Sun, Marcus Brazil, Doreen A. Thomas, Saman K. Halgamuge:
The Fast Heuristic Algorithms and Post-Processing Techniques to Design Large and Low-Cost Communication Networks. CoRR abs/1902.01939 (2019) - [i3]Nanduni I. Nimalsiri, Chathurika P. Mediwaththe, Elizabeth L. Ratnam, Marnie E. Shaw, David B. Smith, Saman K. Halgamuge:
A Survey of Algorithms for Distributed Charging Control of Electric Vehicles in Smart Grid. CoRR abs/1911.06500 (2019) - [i2]Damith A. Senanayake, Wei Wang, Shalin H. Naik, Saman K. Halgamuge:
Self Organizing Nebulous Growths for Robust and Incremental Data Visualization. CoRR abs/1912.04896 (2019) - 2018
- [j56]Pathima Nusrath Hameed, Karin Verspoor, Snezana Kusljic, Saman K. Halgamuge:
A two-tiered unsupervised clustering approach for drug repositioning through heterogeneous data integration. BMC Bioinform. 19(1): 129:1-129:18 (2018) - [j55]Yuan Sun, Michael Kirley, Saman K. Halgamuge:
A Recursive Decomposition Method for Large Scale Continuous Optimization. IEEE Trans. Evol. Comput. 22(5): 647-661 (2018) - [j54]Wei Wang, David C. Ackland, Jodie A. McClelland, Kate E. Webster, Saman K. Halgamuge:
Assessment of Gait Characteristics in Total Knee Arthroplasty Patients Using a Hierarchical Partial Least Squares Method. IEEE J. Biomed. Health Informatics 22(1): 205-214 (2018) - [j53]Khalid Abdulla, Julian de Hoog, Valentin Müenzel, Frank Suits, Kent Charles Barton Steer, Andrew Wirth, Saman K. Halgamuge:
Optimal Operation of Energy Storage Systems Considering Forecasts and Battery Degradation. IEEE Trans. Smart Grid 9(3): 2086-2096 (2018) - [i1]Wei Wang, Yuan Sun, Saman K. Halgamuge:
Improving MMD-GAN Training with Repulsive Loss Function. CoRR abs/1812.09916 (2018) - 2017
- [j52]Pathima Nusrath Hameed, Karin Verspoor, Snezana Kusljic, Saman K. Halgamuge:
Positive-Unlabeled Learning for inferring drug interactions based on heterogeneous attributes. BMC Bioinform. 18(1): 140:1-140:15 (2017) - [j51]Yahui Sun, Chenkai Ma, Saman K. Halgamuge:
The node-weighted Steiner tree approach to identify elements of cancer-related signaling pathways. BMC Bioinform. 18(16): 53-65 (2017) - [j50]Damayanthi Herath, Sen-Lin Tang, Kshitij Tandon, David C. Ackland, Saman Kumara Halgamuge:
CoMet: a workflow using contig coverage and composition for binning a metagenomic sample with high precision. BMC Bioinform. 18(16): 161-172 (2017) - [j49]Upeka Premaratne, Saman K. Halgamuge, Iven M. Y. Mareels:
Traffic Reduction in Packet Switched Networked Control Systems Using Deadband Error Modulation. IEEE Trans. Autom. Control. 62(8): 4038-4043 (2017) - [j48]Yuan Sun, Michael Kirley, Saman K. Halgamuge:
Quantifying Variable Interactions in Continuous Optimization Problems. IEEE Trans. Evol. Comput. 21(2): 249-264 (2017) - [c48]Yuan Sun, Michael Kirley, Saman K. Halgamuge:
A Memetic Cooperative Co-evolution Model for Large Scale Continuous Optimization. ACALCI 2017: 291-300 - 2016
- [j47]Yahui Sun, Pathima Nusrath Hameed, Karin Verspoor, Saman K. Halgamuge:
A physarum-inspired prize-collecting steiner tree approach to identify subnetworks for drug repositioning. BMC Syst. Biol. 10(S-5): 25-38 (2016) - [c47]Yahui Sun, Saman K. Halgamuge:
Fast algorithms inspired by Physarum polycephalum for node weighted steiner tree problem with multiple terminals. CEC 2016: 3254-3260 - [c46]G. Dulini C. Mendis, Emma Morrisroe, Christopher A. Reid, Saman K. Halgamuge, Steven Petrou:
Use of local field potentials of dissociated cultures grown on multi-electrode arrays for pharmacological assays. EMBC 2016: 952-956 - [c45]Khalid Abdulla, Kent C. B. Steer, Andrew Wirth, Julian de Hoog, Saman K. Halgamuge:
Integrating Data-Driven Forecasting and Optimization to Improve the Operation of Distributed Energy Storage. HPCC/SmartCity/DSS 2016: 1365-1372 - 2015
- [j46]Duleepa Jayasundara, Isaam Saeed, Suhinthan Maheswararajah, Bill C. Chang, Sen-Lin Tang, Saman K. Halgamuge:
ViQuaS: an improved reconstruction pipeline for viral quasispecies spectra generated by next-generation sequencing. Bioinform. 31(6): 886-896 (2015) - [j45]Chalini D. Wijetunge, Isaam Saeed, Berin A. Boughton, Jeffrey M. Spraggins, Richard M. Caprioli, Antony Bacic, Ute Roessner, Saman K. Halgamuge:
EXIMS: an improved data analysis pipeline based on a new peak picking method for EXploring Imaging Mass Spectrometry data. Bioinform. 31(19): 3198-3206 (2015) - [j44]Duleepa Jayasundara, Isaam Saeed, Bc Chang, Sen-Lin Tang, Saman K. Halgamuge:
Accurate reconstruction of viral quasispecies spectra through improved estimation of strain richness. BMC Bioinform. 16(S18): S3 (2015) - [j43]Mario A. Muñoz, Yuan Sun, Michael Kirley, Saman K. Halgamuge:
Algorithm selection for black-box continuous optimization problems: A survey on methods and challenges. Inf. Sci. 317: 224-245 (2015) - [j42]Mario A. Muñoz, Michael Kirley, Saman K. Halgamuge:
Exploratory Landscape Analysis of Continuous Space Optimization Problems Using Information Content. IEEE Trans. Evol. Comput. 19(1): 74-87 (2015) - [j41]Ferdous Wahid, Rezaul K. Begg, Chris J. Hass, Saman K. Halgamuge, David C. Ackland:
Classification of Parkinson's Disease Gait Using Spatial-Temporal Gait Features. IEEE J. Biomed. Health Informatics 19(6): 1794-1802 (2015) - [j40]Darwin Lau, Denny Oetomo, Saman K. Halgamuge:
Inverse Dynamics of Multilink Cable-Driven Manipulators With the Consideration of Joint Interaction Forces and Moments. IEEE Trans. Robotics 31(2): 479-488 (2015) - [c44]Ferdous Wahid, Rezaul K. Begg, Morgan Sangeux, Saman K. Halgamuge, David C. Ackland:
The effects of an ankle foot orthosis on cerebral palsy gait: A multiple regression analysis. EMBC 2015: 5509-5512 - [c43]Yuan Sun, Michael Kirley, Saman Kumara Halgamuge:
Extended Differential Grouping for Large Scale Global Optimization with Direct and Indirect Variable Interactions. GECCO 2015: 313-320 - [c42]Yuan Sun, Michael Kirley, Saman Kumara Halgamuge:
On the Selection of Decomposition Methods for Large Scale Fully Non-separable Problems. GECCO (Companion) 2015: 1213-1216 - 2013
- [j39]Kaushalya C. Amarasinghe, Jason Li, Saman K. Halgamuge:
CoNVEX: copy number variation estimation in exome sequencing data using HMM. BMC Bioinform. 14(S-2): S2 (2013) - [j38]Kaushalya C. Amarasinghe, Jason Li, Saman K. Halgamuge:
Correction: CoNVEX: copy number variation estimation in exome sequencing data using HMM. BMC Bioinform. 14(S-2): S26 (2013) - [j37]Upeka Premaratne, Saman K. Halgamuge, Iven M. Y. Mareels:
Event Triggered Adaptive Differential Modulation: A New Method for Traffic Reduction in Networked Control Systems. IEEE Trans. Autom. Control. 58(7): 1696-1706 (2013) - [j36]Darwin Lau, Denny Oetomo, Saman K. Halgamuge:
Generalized Modeling of Multilink Cable-Driven Manipulators With Arbitrary Routing Using the Cable-Routing Matrix. IEEE Trans. Robotics 29(5): 1102-1113 (2013) - 2012
- [j35]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. Bioinform. 28(10): 1307-1313 (2012) - [c41]Mario A. Muñoz, Michael Kirley, Saman K. Halgamuge:
Landscape characterization of numerical optimization problems using biased scattered data. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c40]Jayantha Siriwardana, Saman K. Halgamuge:
Fast shortest path optimization inspired by shuttle streaming of Physarum polycephalum. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c39]Mario A. Muñoz, Michael Kirley, Saman K. Halgamuge:
A Meta-learning Prediction Model of Algorithm Performance for Continuous Optimization Problems. PPSN (1) 2012: 226-235 - 2011
- [j34]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) - [j33]Suhinthan Maheswararajah, Saman K. Halgamuge, K. B. Dassanayake, D. Chapman:
Management of Orphaned-Nodes in Wireless Sensor Networks for Smart Irrigation Systems. IEEE Trans. Signal Process. 59(10): 4909-4922 (2011) - 2010
- [j32]Sunil Adhikari, Saman K. Halgamuge, Harry C. Watson:
An Online Power-Balancing Strategy for a Parallel Hybrid Electric Vehicle Assisted by an Integrated Starter Generator. IEEE Trans. Veh. Technol. 59(6): 2689-2699 (2010) - [c38]Mario A. Muñoz, Saman K. Halgamuge, Wilfredo Alfonso, Eduardo Caicedo:
Simplifying the Bacteria Foraging Optimization Algorithm. IEEE Congress on Evolutionary Computation 2010: 1-7
2000 – 2009
- 2009
- [j31]Rajinda Senaratne, Saman K. Halgamuge, Arthur L. Hsu:
Face Recognition by Extending Elastic Bunch Graph Matching with Particle Swarm Optimization. J. Multim. 4(4): 204-214 (2009) - [j30]Waratt Rattasiri, Saman K. Halgamuge, Nalin Wickramarachchi:
Structure adaptation of hierarchical knowledge-based classifiers. Neural Comput. Appl. 18(6): 523-537 (2009) - [j29]Suhinthan Maheswararajah, Saman K. Halgamuge, Malin Premaratne:
Energy Efficient Sensor Scheduling with a Mobile Sink Node for the Target Tracking Application. Sensors 9(2): 696-716 (2009) - [j28]Suhinthan Maheswararajah, Saman K. Halgamuge, Malin Premaratne:
Sensor Scheduling for Target Tracking by Suboptimal Algorithms. IEEE Trans. Veh. Technol. 58(3): 1467-1479 (2009) - [c37]Suhinthan Maheswararajah, Siddeswara Mayura Guru, Yanfeng Shu, Saman K. Halgamuge:
Energy Adaptive Sensor Scheduling for Noisy Sensor Measurements. DCOSS 2009: 187-200 - [c36]Chon-Kit Kenneth Chan, Saman K. Halgamuge:
Investigation of Average Mutual Information for Species Separation Using GSOM. FGIT 2009: 42-49 - [p2]Kent C. B. Steer, Andrew Wirth, Saman K. Halgamuge:
The Rationale Behind Seeking Inspiration from Nature. Nature-Inspired Algorithms for Optimisation 2009: 51-76 - [p1]Arthur L. Hsu, Isaam Saeed, Saman K. Halgamuge:
Dynamic Self-Organising Maps: Theory, Methods and Applications. Foundations of Computational Intelligence (1) 2009: 363-379 - 2008
- [j27]A. K. M. A. Baten, Saman K. Halgamuge, Bill C. H. Chang:
Fast splice site detection using information content and feature reduction. BMC Bioinform. 9(S-12) (2008) - [j26]Chon-Kit Kenneth Chan, Arthur L. Hsu, Saman K. Halgamuge, Sen-Lin Tang:
Binning sequences using very sparse labels within a metagenome. BMC Bioinform. 9 (2008) - [j25]Arthur L. Hsu, Saman K. Halgamuge:
Class structure visualization with semi-supervised growing self-organizing maps. Neurocomputing 71(16-18): 3124-3130 (2008) - [j24]Ramy Saad, Saman K. Halgamuge, Jason Li:
Polynomial kernel adaptation and extensions to the SVM classifier learning. Neural Comput. Appl. 17(1): 19-25 (2008) - [j23]Waratt Rattasiri, Nalin Wickramarachchi, Saman K. Halgamuge:
Sensitivity-Based Hierarchical Controller Architectures for Active Suspension. IEEE Trans. Control. Syst. Technol. 16(1): 103-112 (2008) - [c35]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 - [c34]Kent C. B. Steer, Andrew Wirth, Saman K. Halgamuge:
Information Theoretic Classification of Problems for Metaheuristics. SEAL 2008: 319-328 - 2007
- [j22]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 Bioinform. 8 (2007) - [j21]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 Bioinform. 8(S-4) (2007) - [j20]Alan Koncar, Holger Janßen, Saman K. Halgamuge:
Gabor wavelet similarity maps for optimising hierarchical road sign classifiers. Pattern Recognit. Lett. 28(2): 260-267 (2007) - [c33]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 - [c32]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 - [c31]Siddeswara Mayura Guru, Matthias Steinbrecher, Saman K. Halgamuge, Rudolf Kruse:
Multiple Cluster Merging and Multihop Transmission in Wireless Sensor Networks. GPC 2007: 89-99 - [c30]Rajinda Senaratne, David Hardy, Bill Vanderaa, Saman K. Halgamuge:
Driver Fatigue Detection by Fusing Multiple Cues. ISNN (2) 2007: 801-809 - [c29]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 - [c28]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 - 2006
- [j19]