Saman K. Halgamuge
Orcid: 0000-0002-2536-4930Affiliations:
- University of Melbourne, Department of Mechanical Engineering, VIC, Australia
- Australian National University, Research School of Engineering, Canberra, ACT, Australia
According to our database1,
Saman K. Halgamuge
authored at least 143 papers
between 1993 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2017, "For contributions to computational intelligence in bioinformatics and mechatronics".
Timeline
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Online presence:
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Bibliography
2024
Multi-Agent Deep Reinforcement Learning Framework for Renewable Energy-Aware Workflow Scheduling on Distributed Cloud Data Centers.
IEEE Trans. Parallel Distributed Syst., April, 2024
A Distributed Coordination Approach for the Charge and Discharge of Electric Vehicles in Unbalanced Distribution Grids.
IEEE Trans. Ind. Informatics, March, 2024
GINN-KAN: Interpretability pipelining with applications in Physics Informed Neural Networks.
CoRR, 2024
Reinforcement Learning based Workflow Scheduling in Cloud and Edge Computing Environments: A Taxonomy, Review and Future Directions.
CoRR, 2024
A Deep Reinforcement Learning Approach for Cost Optimized Workflow Scheduling in Cloud Computing Environments.
CoRR, 2024
AniFaceDiff: High-Fidelity Face Reenactment via Facial Parametric Conditioned Diffusion Models.
CoRR, 2024
Day-ahead regional solar power forecasting with hierarchical temporal convolutional neural networks using historical power generation and weather data.
CoRR, 2024
Discriminative Sample-Guided and Parameter-Efficient Feature Space Adaptation for Cross-Domain Few-Shot Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Designing higher value roads to preserve species at risk by optimally controlling traffic flow.
Ann. Oper. Res., 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2023
2022
Coordinated Charge and Discharge Scheduling of Electric Vehicles for Load Curve Shaping.
IEEE Trans. Intell. Transp. Syst., 2022
Deep reinforcement learning for energy and time optimized scheduling of precedence-constrained tasks in edge-cloud computing environments.
Future Gener. Comput. Syst., 2022
Multi-resolution, multi-horizon distributed solar PV power forecasting with forecast combinations.
Expert Syst. Appl., 2022
Interpretability and accessibility of machine learning in selected food processing, agriculture and health applications.
CoRR, 2022
Biosyst., 2022
2021
IEEE Trans. Wirel. Commun., 2021
IEEE Trans. Neural Networks Learn. Syst., 2021
Proc. VLDB Endow., 2021
Robustness of Visualization Methods in Preserving the Continuous and Discrete Latent Structures of High-Dimensional Single-Cell Data.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2021
2020
A Physarum-Inspired Algorithm for Minimum-Cost Relay Node Placement in Wireless Sensor Networks.
IEEE/ACM Trans. Netw., 2020
A Survey of Algorithms for Distributed Charging Control of Electric Vehicles in Smart Grid.
IEEE Trans. Intell. Transp. Syst., 2020
Multiobjective Evolution of Fuzzy Rough Neural Network via Distributed Parallelism for Stock Prediction.
IEEE Trans. Fuzzy Syst., 2020
Extremum Seeking Control With Sporadic Packet Transmission for Networked Control Systems.
IEEE Trans. Control. Netw. Syst., 2020
An Incentive-compatible Energy Trading Framework for Neighborhood Area Networks with Shared Energy Storage.
CoRR, 2020
A Decentralized Electric Vehicle Charge Scheduling Scheme for Tracking Power Profiles.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2020
2019
The Fast Heuristic Algorithms and Post-Processing Techniques to Design Large and Low-Cost Communication Networks.
IEEE/ACM Trans. Netw., 2019
BMC Bioinform., 2019
IEEE Access, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 14th Conference on Industrial and Information Systems, 2019
Experimental Platform for Measuring the Impacts of Different Charging Strategies on Battery Degradation.
Proceedings of the Tenth ACM International Conference on Future Energy Systems, 2019
Similarity of Continuous Optimization Problems from the Algorithm Performance Perspective.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
2018
Optimal Operation of Energy Storage Systems Considering Forecasts and Battery Degradation.
IEEE Trans. Smart Grid, 2018
Assessment of Gait Characteristics in Total Knee Arthroplasty Patients Using a Hierarchical Partial Least Squares Method.
IEEE J. Biomed. Health Informatics, 2018
IEEE Trans. Evol. Comput., 2018
A two-tiered unsupervised clustering approach for drug repositioning through heterogeneous data integration.
BMC Bioinform., 2018
2017
IEEE Trans. Evol. Comput., 2017
Traffic Reduction in Packet Switched Networked Control Systems Using Deadband Error Modulation.
IEEE Trans. Autom. Control., 2017
The node-weighted Steiner tree approach to identify elements of cancer-related signaling pathways.
BMC Bioinform., 2017
CoMet: a workflow using contig coverage and composition for binning a metagenomic sample with high precision.
BMC Bioinform., 2017
Positive-Unlabeled Learning for inferring drug interactions based on heterogeneous attributes.
BMC Bioinform., 2017
Proceedings of the Artificial Life and Computational Intelligence, 2017
2016
A physarum-inspired prize-collecting steiner tree approach to identify subnetworks for drug repositioning.
BMC Syst. Biol., 2016
Integrating Data-Driven Forecasting and Optimization to Improve the Operation of Distributed Energy Storage.
Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016
Use of local field potentials of dissociated cultures grown on multi-electrode arrays for pharmacological assays.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Fast algorithms inspired by Physarum polycephalum for node weighted steiner tree problem with multiple terminals.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Accurate reconstruction of viral quasispecies spectra through improved estimation of strain richness.
BMC Bioinform., December, 2015
Inverse Dynamics of Multilink Cable-Driven Manipulators With the Consideration of Joint Interaction Forces and Moments.
IEEE Trans. Robotics, 2015
IEEE J. Biomed. Health Informatics, 2015
Exploratory Landscape Analysis of Continuous Space Optimization Problems Using Information Content.
IEEE Trans. Evol. Comput., 2015
Algorithm selection for black-box continuous optimization problems: A survey on methods and challenges.
Inf. Sci., 2015
EXIMS: an improved data analysis pipeline based on a new peak picking method for EXploring Imaging Mass Spectrometry data.
Bioinform., 2015
ViQuaS: an improved reconstruction pipeline for viral quasispecies spectra generated by next-generation sequencing.
Bioinform., 2015
On the Selection of Decomposition Methods for Large Scale Fully Non-separable Problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Extended Differential Grouping for Large Scale Global Optimization with Direct and Indirect Variable Interactions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
The effects of an ankle foot orthosis on cerebral palsy gait: A multiple regression analysis.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2013
Generalized Modeling of Multilink Cable-Driven Manipulators With Arbitrary Routing Using the Cable-Routing Matrix.
IEEE Trans. Robotics, 2013
Event Triggered Adaptive Differential Modulation: A New Method for Traffic Reduction in Networked Control Systems.
IEEE Trans. Autom. Control., 2013
Correction: CoNVEX: copy number variation estimation in exome sequencing data using HMM.
BMC Bioinform., 2013
BMC Bioinform., 2013
2012
A Meta-learning Prediction Model of Algorithm Performance for Continuous Optimization Problems.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012
Fast shortest path optimization inspired by shuttle streaming of Physarum polycephalum.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Landscape characterization of numerical optimization problems using biased scattered data.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
Management of Orphaned-Nodes in Wireless Sensor Networks for Smart Irrigation Systems.
IEEE Trans. Signal Process., 2011
Comparing two video-based techniques for driver fatigue detection: classification versus optical flow approach.
Mach. Vis. Appl., 2011
2010
An Online Power-Balancing Strategy for a Parallel Hybrid Electric Vehicle Assisted by an Integrated Starter Generator.
IEEE Trans. Veh. Technol., 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Proceedings of the Nature-Inspired Algorithms for Optimisation, 2009
Proceedings of the Foundations of Computational Intelligence, 2009
IEEE Trans. Veh. Technol., 2009
Energy Efficient Sensor Scheduling with a Mobile Sink Node for the Target Tracking Application.
Sensors, 2009
Neural Comput. Appl., 2009
Face Recognition by Extending Elastic Bunch Graph Matching with Particle Swarm Optimization.
J. Multim., 2009
Proceedings of the Future Generation Information Technology, 2009
Proceedings of the Distributed Computing in Sensor Systems, 2009
2008
IEEE Trans. Control. Syst. Technol., 2008
Neural Comput. Appl., 2008
Neurocomputing, 2008
BMC Bioinform., 2008
Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008
Support Vector Machine Integrated CCA for Classification of Complex Chemical Patterns.
Proceedings of the International Conference on Bio-Science and Bio-Technology, 2008
2007
Pattern Recognit. Lett., 2007
Gene function prediction based on genomic context clustering and discriminative learning: an application to bacteriophages.
BMC Bioinform., 2007
Correction: Splice site identification using probabilistic parameters and SVM classification.
BMC Bioinform., 2007
Proceedings of the Advances in Neural Networks, 2007
Proceedings of the Advances in Neural Networks, 2007
Biological Sequence Data Preprocessing for Classification: A Case Study in Splice Site Identification.
Proceedings of the Advances in Neural Networks, 2007
Proceedings of the Advances in Grid and Pervasive Computing, 2007
Improving Training Speed of Support Vector Machines by Creating Exploitable Trends of Lagrangian Variables: An Application to DNA Splice Site Detection.
Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007
A Method for Evaluating Quality of Clustering DNA Fragments Encoded in Different Nucleotide Frequencies.
Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007
2006
BMC Bioinform., 2006
Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006
Proceedings of the Neural Information Processing, 13th International Conference, 2006
Proceedings of the Neural Information Processing, 13th International Conference, 2006
Proceedings of the Neural Information Processing, 13th International Conference, 2006
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006
Proceedings of the 20th International Conference on Advanced Information Networking and Applications (AINA 2006), 2006
2005
Optimized rule-based delay proportion adjustment for proportional differentiated services.
IEEE J. Sel. Areas Commun., 2005
An Extended Growing Self-Organizing Map for Selection of Clusters in Sensor Networks.
Int. J. Distributed Sens. Networks, 2005
2004
Self-Organizing Hierarchical Particle Swarm Optimizer With Time-Varying Acceleration Coefficients.
IEEE Trans. Evol. Comput., 2004
Genet. Program. Evolvable Mach., 2004
2003
Computationally advantageous and stable hierarchical fuzzy systems for active suspension.
IEEE Trans. Ind. Electron., 2003
Enhancement of topology preservation and hierarchical dynamic self-organising maps for data visualisation.
Int. J. Approx. Reason., 2003
Int. J. Approx. Reason., 2003
Integr. Comput. Aided Eng., 2003
An unsupervised hierarchical dynamic self-organizing approach to cancer class discovery and marker gene identification in microarray data.
Bioinform., 2003
Development of Hybrid Interface for Intelligent Sensor Management.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003
Optimisation of valve timing events of internal combustion engines with particle swarm optimisation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
A comparison of constraint-handling methods for the application of particle swarm optimization to constrained nonlinear optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
2002
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002
Particle Swarm Optimization with Self-Adaptive Acceleration Coefficients.
Proceedings of the FSDK'02, 2002
A Modified Dynamic Self-Organizing Map Algorithm for Efficient Hardware Implementation.
Proceedings of the FSDK'02, 2002
Cost Effective selection of Sensor Node Clusters.
Proceedings of the FSDK'02, 2002
Automatically tuned hybrid motion controller in the presence of mechanical non-linearities.
Proceedings of the 2002 IEEE International Symposium on Intelligent Control, 2002
2000
IEEE Trans. Neural Networks Learn. Syst., 2000
Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, 2000
1999
Proceedings of the International Joint Conference Neural Networks, 1999
1998
A trainable transparent universal approximator for defuzzification in Mamdani-type neuro-fuzzy controllers.
IEEE Trans. Fuzzy Syst., 1998
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998
A Structure Adapting Feature Map for Optimal Cluster Representation.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998
1997
IEEE Trans. Signal Process., 1997
Decision Support in Smart Wheelchairs.
Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997
Rule Extraction in Real Time.
Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997
1996
Advanced methods for fusion of fuzzy systems and neural networks in intelligent data processing.
PhD thesis, 1996
IEEE Trans. Fuzzy Syst., 1996
Proceedings of the Australian New Zealand Conference on Intelligent Information Systems, 1996
1995
Int. J. Neural Syst., 1995
An alternative approach for generation of membership functions and fuzzy rules based on radial and cubic basis function networks.
Int. J. Approx. Reason., 1995
A sub Bayesian nearest prototype neural network with fuzzy interpretability for diagnosis problems.
Proceedings of the 1995 ACM symposium on applied computing, 1995
Comparison of a heuristic method with a genetic algorithm for generation of compact rule based classifiers.
Proceedings of the 1995 ACM symposium on applied computing, 1995
1994
Proceedings of the 1994 ACM Symposium on Applied Computing, 1994
Rapid-Prototyping von anwendungsspezifischen Fuzzy Controllern mit Field Programmable Gate Arrays.
Proceedings of the Fuzzy Logik, 1994
1993
A rule based prototype system for automatic classification in industrial quality control.
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993
Proceedings of the Fuzzy Logic, 1993