Saman K. Halgamuge

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 54

Top Venues

CoRR

BMC Bioinform.

IEEE Trans. Evol. Comput.

IEEE/ACM Trans. Netw.

Darmstadt University of Technology, Germany (PHD)

Education History

Darmstadt University of Technology, Germany

PHD

Publications

Rashindrie Perera, Saman K. Halgamuge
Discriminative Sample-Guided and Parameter-Efficient Feature Space Adaptation for Cross-Domain Few-Shot Learning. CoRR (2024)
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 (2024)
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 (2024)
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) (2024)
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)
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) (2024)
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)
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 (2024)
Upeka Premaratne, Saman K. Halgamuge
The Achilles Heel of Artificial Intelligence. ACIIDS (Companion) (2023)
Tamasha Malepathirana, Damith A. Senanayake, Saman K. Halgamuge
NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning. ICCV (2023)
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 (2023)
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)
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 (2023)
Tamasha Malepathirana, Damith A. Senanayake, Saman K. Halgamuge
NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning. CoRR (2023)
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) (2022)
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 (2022)
N. Ranasinghe, A. Ramanan, S. Fernando, Pathima Nusrath Hameed, D. Herath, Tamasha Malepathirana, P. Suganthan, M. Niranjan, Saman K. Halgamuge
Interpretability and accessibility of machine learning in selected food processing, agriculture and health applications. CoRR (2022)
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 (2022)
Tamasha Malepathirana, Damith A. Senanayake, Rajith Vidanaarachchi, Vini Gautam, Saman K. Halgamuge
Dimensionality reduction for visualizing high-dimensional biological data. Biosyst. 220 (2022)
Maneesha Perera, Julian de Hoog, Kasun Bandara, Saman K. Halgamuge
Multi-Resolution, Multi-Horizon Distributed Solar PV Power Forecasting with Forecast Combinations. CoRR (2022)
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) (2021)
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) (2021)
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)
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) (2021)
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 (2020)
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)
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) (2020)
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) (2020)
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) (2020)
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) (2020)
Yahui Sun, Saman K. Halgamuge
Minimum-Cost Heterogeneous Node Placement in Wireless Sensor Networks. IEEE Access 7 (2019)
Damith A. Senanayake, Wei Wang, Shalin H. Naik, Saman K. Halgamuge
Self Organizing Nebulous Growths for Robust and Incremental Data Visualization. CoRR (2019)
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 (2019)
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)
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. (13) (2019)
Yong-Wei Zhang, Saman K. Halgamuge
Similarity of Continuous Optimization Problems from the Algorithm Performance Perspective. CEC (2019)
Rajith Vidanaarachchi, Marnie E. Shaw, Saman K. Halgamuge
Exploring Computational Inference of Microbial Interactions and their Dynamics. ICIIS (2019)
Wei Wang, Yuan Sun, Saman K. Halgamuge
Improving MMD-GAN Training with Repulsive Loss Function. ICLR (Poster) (2019)
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) (2019)
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 (2019)
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) (2018)
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) (2018)
Wei Wang, Yuan Sun, Saman K. Halgamuge
Improving MMD-GAN Training with Repulsive Loss Function. CoRR (2018)
Yuan Sun, Michael Kirley, Saman K. Halgamuge
A Recursive Decomposition Method for Large Scale Continuous Optimization. IEEE Trans. Evol. Comput. 22 (5) (2018)
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) (2018)
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) (2017)
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) (2017)
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) (2017)
Yuan Sun, Michael Kirley, Saman K. Halgamuge
Quantifying Variable Interactions in Continuous Optimization Problems. IEEE Trans. Evol. Comput. 21 (2) (2017)
Yuan Sun, Michael Kirley, Saman K. Halgamuge
A Memetic Cooperative Co-evolution Model for Large Scale Continuous Optimization. ACALCI (2017)
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)
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) (2016)
Yahui Sun, Saman K. Halgamuge
Fast algorithms inspired by Physarum polycephalum for node weighted steiner tree problem with multiple terminals. CEC (2016)
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)
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 (2015)
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) (2015)
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) (2015)
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) (2015)
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) (2015)
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) (2015)
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)
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) (2015)
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) (2013)
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) (2013)
Kaushalya C. Amarasinghe, Jason Li, Saman K. Halgamuge
CoNVEX: copy number variation estimation in exome sequencing data using HMM. BMC Bioinform. 14 (S-2) (2013)
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) (2013)
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) (2012)
Mario A. Muñoz, Michael Kirley, Saman K. Halgamuge
A Meta-learning Prediction Model of Algorithm Performance for Continuous Optimization Problems. PPSN (1) (2012)
Jayantha Siriwardana, Saman K. Halgamuge
Fast shortest path optimization inspired by shuttle streaming of Physarum polycephalum. IEEE Congress on Evolutionary Computation (2012)
Mario A. Muñoz, Michael Kirley, Saman K. Halgamuge
Landscape characterization of numerical optimization problems using biased scattered data. IEEE Congress on Evolutionary Computation (2012)
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) (2011)
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) (2011)
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) (2010)
Mario A. Muñoz, Saman K. Halgamuge, Wilfredo Alfonso, Eduardo Caicedo
Simplifying the Bacteria Foraging Optimization Algorithm. IEEE Congress on Evolutionary Computation (2010)
Waratt Rattasiri, Saman K. Halgamuge, Nalin Wickramarachchi
Structure adaptation of hierarchical knowledge-based classifiers. Neural Comput. Appl. 18 (6) (2009)
Suhinthan Maheswararajah, Siddeswara Mayura Guru, Yanfeng Shu, Saman K. Halgamuge
Energy Adaptive Sensor Scheduling for Noisy Sensor Measurements. DCOSS (2009)
Suhinthan Maheswararajah, Saman K. Halgamuge, Malin Premaratne
Sensor Scheduling for Target Tracking by Suboptimal Algorithms. IEEE Trans. Veh. Technol. 58 (3) (2009)
Suhinthan Maheswararajah, Saman K. Halgamuge, Malin Premaratne
Energy Efficient Sensor Scheduling with a Mobile Sink Node for the Target Tracking Application. Sensors 9 (2) (2009)
Rajinda Senaratne, Saman K. Halgamuge, Arthur L. Hsu
Face Recognition by Extending Elastic Bunch Graph Matching with Particle Swarm Optimization. J. Multim. 4 (4) (2009)
Chon-Kit Kenneth Chan, Saman K. Halgamuge
Investigation of Average Mutual Information for Species Separation Using GSOM. FGIT (2009)
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)
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)
Arthur L. Hsu, Saman K. Halgamuge
Class structure visualization with semi-supervised growing self-organizing maps. Neurocomputing 71 (16-18) (2008)
Kent C. B. Steer, Andrew Wirth, Saman K. Halgamuge
Information Theoretic Classification of Problems for Metaheuristics. SEAL (2008)
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)
Ramy Saad, Saman K. Halgamuge, Jason Li
Polynomial kernel adaptation and extensions to the SVM classifier learning. Neural Comput. Appl. 17 (1) (2008)
Waratt Rattasiri, Nalin Wickramarachchi, Saman K. Halgamuge
Sensitivity-Based Hierarchical Controller Architectures for Active Suspension. IEEE Trans. Control. Syst. Technol. 16 (1) (2008)
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)
Alan Koncar, Holger Janßen, Saman K. Halgamuge
Gabor wavelet similarity maps for optimising hierarchical road sign classifiers. Pattern Recognit. Lett. 28 (2) (2007)
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)
Yu Zheng Zhai, Arthur L. Hsu, Saman K. Halgamuge
Combining News and Technical Indicators in Daily Stock Price Trends Prediction. ISNN (3) (2007)
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)
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)
Rajinda Senaratne, David Hardy, Bill Vanderaa, Saman K. Halgamuge
Driver Fatigue Detection by Fusing Multiple Cues. ISNN (2) (2007)
Siddeswara Mayura Guru, Matthias Steinbrecher, Saman K. Halgamuge, Rudolf Kruse
Multiple Cluster Merging and Multihop Transmission in Wireless Sensor Networks. GPC (2007)
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)
Suhinthan Maheswararajah, Saman K. Halgamuge
Sensor Scheduling For Target Tracking Using Particle Swarm Optimization. VTC Spring (2006)
Yu Zheng Zhai, Arthur L. Hsu, Saman K. Halgamuge
Scalable Dynamic Self-Organising Maps for Mining Massive Textual Data. ICONIP (3) (2006)
A. K. M. A. Baten, Bill C. H. Chang, Saman K. Halgamuge, Jason Li
Splice site identification using probabilistic parameters and SVM classification. BMC Bioinform. 7 (S-5) (2006)
Arthur L. Hsu, Saman K. Halgamuge
Semi-supervised Learning of Dynamic Self-Organising Maps. ICONIP (1) (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Saman K. Halgamuge