Saman K. Halgamuge

168 papers A* 4B 13C 3Misc 3Journal 104Unranked 35
YearRankTypeTitle / Venue / Authors
2026 J jnl
AniFaceDiff: Animating stylized avatars via parametric conditioned diffusion models.
Pattern Recognit.
Ken Chen, Sachith Seneviratne, Wei Wang, Dongting Hu, Sanjay Saha, Md. Tarek Hasan, Sanka Rasnayaka, Tamasha Malepathirana, Mingming Gong, Saman K. Halgamuge
2026 J jnl
Discovering Process-Outcome Credit in Multi-Step LLM Reasoning.
CoRR
Xiangwei Wang, Wei Wang, Ken Chen, Nanduni Nimalsiri, Saman K. Halgamuge
2026 J jnl
From Specification to Architecture: A Theory Compiler for Knowledge-Guided Machine Learning.
CoRR
Asela Hevapathige, Yu Xia, Sachith Seneviratne, Saman K. Halgamuge
2026 J jnl
Invariant-Stratified Propagation for Expressive Graph Neural Networks.
CoRR
Asela Hevapathige, Ahad N. Zehmakan, Asiri Wijesinghe, Saman K. Halgamuge
2026 J jnl
MSRAMIE: Multimodal Structured Reasoning Agent for Multi-instruction Image Editing.
CoRR
Zhaoyuan Qiu, Ken Chen, Xiangwei Wang, Yu Xia, Sachith Seneviratne, Saman K. Halgamuge
2026 J jnl
Parameter-efficient Prompt Tuning and Hierarchical Textual Guidance for Few-shot Whole Slide Image Classification.
CoRR
Jayanie Bogahawatte, Sachith Seneviratne, Saman K. Halgamuge
2025 J jnl
Arch-LLM: Taming LLMs for Neural Architecture Generation via Unsupervised Discrete Representation Learning.
CoRR
Deshani Geethika Poddenige, Sachith Seneviratne, Damith A. Senanayake, Mahesan Niranjan, Ponnuthurai N. Suganthan, Saman K. Halgamuge
2025 J jnl
FRAME-C: A knowledge-augmented deep learning pipeline for classifying multi-electrode array electrophysiological signals.
CoRR
Nisal Ranasinghe, Dzung Do-Ha, Simon Maksour, Tamasha Malepathirana, Sachith Seneviratne, Lezanne Ooi, Saman K. Halgamuge
2025 J jnl
Graph-Eq: Discovering Mathematical Equations using Graph Generative Models.
CoRR
Nisal Ranasinghe, Damith A. Senanayake, Saman K. Halgamuge
2025 J jnl
Indigenous peoples and artificial intelligence: A systematic review and future directions.
Big Data Soc.
Maneesha Perera, Rajith Vidanaarachchi, Sangeetha Chandrashekeran, Melissa Kennedy, Brendan Kennedy, Saman K. Halgamuge
2025 J jnl
SphOR: A Representation Learning Perspective on Open-set Recognition for Identifying Unknown Classes in Deep Learning Models.
CoRR
Nadarasar Bahavan, Sachith Seneviratne, Saman K. Halgamuge
2025 J jnl
Unmasking the Unknown: Facial Deepfake Detection in the Open-Set Paradigm.
CoRR
Nadarasar Bahavan, Sanjay Saha, Ken Chen, Sachith Seneviratne, Sanka Rasnayaka, Saman K. Halgamuge
2024 J jnl
A Deep Reinforcement Learning Approach for Cost Optimized Workflow Scheduling in Cloud Computing Environments.
CoRR
Amanda Jayanetti, Saman K. Halgamuge, Rajkumar Buyya
2024 J jnl
A Distributed Coordination Approach for the Charge and Discharge of Electric Vehicles in Unbalanced Distribution Grids.
IEEE Trans. Ind. Informatics
Nanduni I. Nimalsiri, Elizabeth L. Ratnam, David Smith, Chathurika P. Mediwaththe, Saman K. Halgamuge
2024 J jnl
AniFaceDiff: High-Fidelity Face Reenactment via Facial Parametric Conditioned Diffusion Models.
CoRR
Ken Chen, Sachith Seneviratne, Wei Wang, Dongting Hu, Sanjay Saha, Md. Tarek Hasan, Sanka Rasnayaka, Tamasha Malepathirana, Mingming Gong, Saman K. Halgamuge
2024 J jnl
Day-ahead regional solar power forecasting with hierarchical temporal convolutional neural networks using historical power generation and weather data.
CoRR
Maneesha Perera, Julian de Hoog, Kasun Bandara, Damith A. Senanayake, Saman K. Halgamuge
2024 A* conf
Discriminative Sample-Guided and Parameter-Efficient Feature Space Adaptation for Cross-Domain Few-Shot Learning.
CVPR
Rashindrie Perera, Saman K. Halgamuge
2024 J jnl
Discriminative Sample-Guided and Parameter-Efficient Feature Space Adaptation for Cross-Domain Few-Shot Learning.
CoRR
Rashindrie Perera, Saman K. Halgamuge
2024 J jnl
Distributed solar generation forecasting using attention-based deep neural networks for cloud movement prediction.
CoRR
Maneesha Perera, Julian de Hoog, Kasun Bandara, Saman K. Halgamuge
2024 J jnl
GINN-KAN: Interpretability pipelining with applications in Physics Informed Neural Networks.
CoRR
Nisal Ranasinghe, Yu Xia, Sachith Seneviratne, Saman K. Halgamuge
2024 A* conf
GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations.
AAAI
Nisal Ranasinghe, Damith A. Senanayake, Sachith Seneviratne, Malin Premaratne, Saman K. Halgamuge
2024 J jnl
Multi-Agent Deep Reinforcement Learning Framework for Renewable Energy-Aware Workflow Scheduling on Distributed Cloud Data Centers.
IEEE Trans. Parallel Distributed Syst.
Amanda Jayanetti, Saman K. Halgamuge, Rajkumar Buyya
2024 J jnl
Reinforcement Learning based Workflow Scheduling in Cloud and Edge Computing Environments: A Taxonomy, Review and Future Directions.
CoRR
Amanda Jayanetti, Saman K. Halgamuge, Rajkumar Buyya
2024 J jnl
Rethinking Time Series Forecasting with LLMs via Nearest Neighbor Contrastive Learning.
CoRR
Jayanie Bogahawatte, Sachith Seneviratne, Maneesha Perera, Saman K. Halgamuge
2024 J jnl
TT-MPD: Test Time Model Pruning and Distillation.
CoRR
Haihang Wu, Wei Wang, Tamasha Malepathirana, Sachith Seneviratne, Denny Oetomo, Saman K. Halgamuge
2024 J jnl
When To Grow? A Fitting Risk-Aware Policy for Layer Growing in Deep Neural Networks.
CoRR
Haihang Wu, Wei Wang, Tamasha Malepathirana, Damith A. Senanayake, Denny Oetomo, Saman K. Halgamuge
2024 A* conf
When to Grow? A Fitting Risk-Aware Policy for Layer Growing in Deep Neural Networks.
AAAI
Haihang Wu, Wei Wang, Tamasha Malepathirana, Damith A. Senanayake, Denny Oetomo, Saman K. Halgamuge
2023 J jnl
Designing higher value roads to preserve species at risk by optimally controlling traffic flow.
Ann. Oper. Res.
Nicholas Davey, Nicolas Langrené, Wen Chen, Jonathan R. Rhodes, Simon Dunstall, Saman K. Halgamuge
2023 J jnl
GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations.
CoRR
Nisal Ranasinghe, Damith A. Senanayake, Sachith Seneviratne, Malin Premaratne, Saman K. Halgamuge
2023 A* conf
NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning.
ICCV
Tamasha Malepathirana, Damith A. Senanayake, Saman K. Halgamuge
2023 J jnl
NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning.
CoRR
Tamasha Malepathirana, Damith A. Senanayake, Saman K. Halgamuge
2023 — conf
The Achilles Heel of Artificial Intelligence.
ACIIDS (Companion)
Upeka Premaratne, Saman K. Halgamuge
2023 — conf
Undercover Deepfakes: Detecting Fake Segments in Videos.
ICCV (Workshops)
Sanjay Saha, Rashindrie Perera, Sachith Seneviratne, Tamasha Malepathirana, Sanka Rasnayaka, Deshani Geethika, Terence Sim, Saman K. Halgamuge
2023 J jnl
Undercover Deepfakes: Detecting Fake Segments in Videos.
CoRR
Sanjay Saha, Rashindrie Perera, Sachith Seneviratne, Tamasha Malepathirana, Sanka Rasnayaka, Deshani Geethika, Terence Sim, Saman K. Halgamuge
2022 J jnl
Coordinated Charge and Discharge Scheduling of Electric Vehicles for Load Curve Shaping.
IEEE Trans. Intell. Transp. Syst.
Nanduni I. Nimalsiri, Elizabeth L. Ratnam, David B. Smith, Chathurika P. Mediwaththe, Saman K. Halgamuge
2022 J jnl
Deep reinforcement learning for energy and time optimized scheduling of precedence-constrained tasks in edge-cloud computing environments.
Future Gener. Comput. Syst.
Amanda Jayanetti, Saman K. Halgamuge, Rajkumar Buyya
2022 J jnl
Dimensionality reduction for visualizing high-dimensional biological data.
Biosyst.
Tamasha Malepathirana, Damith A. Senanayake, Rajith Vidanaarachchi, Vini Gautam, Saman K. Halgamuge
2022 J jnl
Interpretability and accessibility of machine learning in selected food processing, agriculture and health applications.
CoRR
Nisal Ranasinghe, A. Ramanan, S. Fernando, Pathima Nusrath Hameed, Damayanthi Herath, Tamasha Malepathirana, Ponnuthurai N. Suganthan, M. Niranjan, Saman K. Halgamuge
2022 J jnl
Multi-Resolution, Multi-Horizon Distributed Solar PV Power Forecasting with Forecast Combinations.
CoRR
Maneesha Perera, Julian de Hoog, Kasun Bandara, Saman K. Halgamuge
2022 J jnl
Multi-resolution, multi-horizon distributed solar PV power forecasting with forecast combinations.
Expert Syst. Appl.
Maneesha Perera, Julian de Hoog, Kasun Bandara, Saman K. Halgamuge
2021 J jnl
Finding Group Steiner Trees in Graphs with both Vertex and Edge Weights.
Proc. VLDB Endow.
Yahui Sun, Xiaokui Xiao, Bin Cui, Saman K. Halgamuge, Theodoros Lappas, Jun Luo
2021 J jnl
QoE-Aware Traffic Aggregation Using Preference Logic for Edge Intelligence.
IEEE Trans. Wirel. Commun.
Pingping Tang, Yuning Dong, Yin Chen, Shiwen Mao, Saman K. Halgamuge
2021 C conf
Robustness of Visualization Methods in Preserving the Continuous and Discrete Latent Structures of High-Dimensional Single-Cell Data.
CIBCB
Tamasha Malepathirana, Damith A. Senanayake, Vini Gautam, Saman K. Halgamuge
2021 J jnl
Self-Organizing Nebulous Growths for Robust and Incremental Data Visualization.
IEEE Trans. Neural Networks Learn. Syst.
Damith A. Senanayake, Wei Wang, Shalin H. Naik, Saman K. Halgamuge
2020 — conf
A Decentralized Electric Vehicle Charge Scheduling Scheme for Tracking Power Profiles.
ISGT
Nanduni I. Nimalsiri, David Smith, Elizabeth L. Ratnam, Chathurika P. Mediwaththe, Saman K. Halgamuge
2020 J jnl
A Physarum-Inspired Algorithm for Minimum-Cost Relay Node Placement in Wireless Sensor Networks.
IEEE/ACM Trans. Netw.
Yahui Sun, Daniel Rehfeldt, Marcus Brazil, Doreen A. Thomas, Saman K. Halgamuge
2020 J jnl
A Survey of Algorithms for Distributed Charging Control of Electric Vehicles in Smart Grid.
IEEE Trans. Intell. Transp. Syst.
Nanduni I. Nimalsiri, Chathurika P. Mediwaththe, Elizabeth L. Ratnam, Marnie E. Shaw, David B. Smith, Saman K. Halgamuge
2020 J jnl
An Incentive-compatible Energy Trading Framework for Neighborhood Area Networks with Shared Energy Storage.
CoRR
Chathurika P. Mediwaththe, Marnie E. Shaw, Saman K. Halgamuge, David B. Smith, Paul Scott
2020 J jnl
Extremum Seeking Control With Sporadic Packet Transmission for Networked Control Systems.
IEEE Trans. Control. Netw. Syst.
Upeka Premaratne, Saman K. Halgamuge, Ying Tan, Iven M. Y. Mareels
2020 J jnl
Multiobjective Evolution of Fuzzy Rough Neural Network via Distributed Parallelism for Stock Prediction.
IEEE Trans. Fuzzy Syst.
Bin Cao, Jianwei Zhao, Zhihan Lv, Yu Gu, Peng Yang, Saman K. Halgamuge
2019 J jnl
A Survey of Algorithms for Distributed Charging Control of Electric Vehicles in Smart Grid.
CoRR
Nanduni I. Nimalsiri, Chathurika P. Mediwaththe, Elizabeth L. Ratnam, Marnie E. Shaw, David B. Smith, Saman K. Halgamuge
2019 J jnl
ENVirT: inference of ecological characteristics of viruses from metagenomic data.
BMC Bioinform.
Duleepa Jayasundara, Damayanthi Herath, Damith A. Senanayake, Isaam Saeed, Cheng-Yu Yang, Yuan Sun, Bill C. Chang, Sen-Lin Tang, Saman K. Halgamuge
2019 — conf
Experimental Platform for Measuring the Impacts of Different Charging Strategies on Battery Degradation.
e-Energy
Ying Ying Beh, David Ripper, Shyam Shiv Kumar, Hou Nam U, Hansani Weeratunge, Guillermo Narsilio, Saman K. Halgamuge, Julian de Hoog, Ramachandra Rao Kolluri
2019 — conf
Exploring Computational Inference of Microbial Interactions and their Dynamics.
ICIIS
Rajith Vidanaarachchi, Marnie E. Shaw, Saman K. Halgamuge
2019 — conf
Improving MMD-GAN Training with Repulsive Loss Function.
ICLR (Poster)
Wei Wang, Yuan Sun, Saman K. Halgamuge
2019 J jnl
Minimum-Cost Heterogeneous Node Placement in Wireless Sensor Networks.
IEEE Access
Yahui Sun, Saman K. Halgamuge
2019 J jnl
Self Organizing Nebulous Growths for Robust and Incremental Data Visualization.
CoRR
Damith A. Senanayake, Wei Wang, Shalin H. Naik, Saman K. Halgamuge
2019 B conf
Similarity of Continuous Optimization Problems from the Algorithm Performance Perspective.
CEC
Yong-Wei Zhang, Saman K. Halgamuge
2019 J jnl
The Fast Heuristic Algorithms and Post-Processing Techniques to Design Large and Low-Cost Communication Networks.
CoRR
Yahui Sun, Marcus Brazil, Doreen A. Thomas, Saman K. Halgamuge
2019 J jnl
The Fast Heuristic Algorithms and Post-Processing Techniques to Design Large and Low-Cost Communication Networks.
IEEE/ACM Trans. Netw.
Yahui Sun, Marcus Brazil, Doreen A. Thomas, Saman K. Halgamuge
2018 J jnl
A Recursive Decomposition Method for Large Scale Continuous Optimization.
IEEE Trans. Evol. Comput.
Yuan Sun, Michael Kirley, Saman K. Halgamuge
2018 J jnl
A two-tiered unsupervised clustering approach for drug repositioning through heterogeneous data integration.
BMC Bioinform.
Pathima Nusrath Hameed, Karin Verspoor, Snezana Kusljic, Saman K. Halgamuge
2018 J jnl
Assessment of Gait Characteristics in Total Knee Arthroplasty Patients Using a Hierarchical Partial Least Squares Method.
IEEE J. Biomed. Health Informatics
Wei Wang, David C. Ackland, Jodie A. McClelland, Kate E. Webster, Saman K. Halgamuge
2018 J jnl
Improving MMD-GAN Training with Repulsive Loss Function.
CoRR
Wei Wang, Yuan Sun, Saman K. Halgamuge
2018 J jnl
Optimal Operation of Energy Storage Systems Considering Forecasts and Battery Degradation.
IEEE Trans. Smart Grid
Khalid Abdulla, Julian de Hoog, Valentin Müenzel, Frank Suits, Kent Charles Barton Steer, Andrew Wirth, Saman K. Halgamuge
2017 — conf
A Memetic Cooperative Co-evolution Model for Large Scale Continuous Optimization.
ACALCI
Yuan Sun, Michael Kirley, Saman K. Halgamuge
2017 J jnl
Positive-Unlabeled Learning for inferring drug interactions based on heterogeneous attributes.
BMC Bioinform.
Pathima Nusrath Hameed, Karin Verspoor, Snezana Kusljic, Saman K. Halgamuge
2017 J jnl
Quantifying Variable Interactions in Continuous Optimization Problems.
IEEE Trans. Evol. Comput.
Yuan Sun, Michael Kirley, Saman K. Halgamuge
2017 J jnl
The node-weighted Steiner tree approach to identify elements of cancer-related signaling pathways.
BMC Bioinform.
Yahui Sun, Chenkai Ma, Saman K. Halgamuge
2017 J jnl
Traffic Reduction in Packet Switched Networked Control Systems Using Deadband Error Modulation.
IEEE Trans. Autom. Control.
Upeka Premaratne, Saman K. Halgamuge, Iven M. Y. Mareels
2016 J jnl
A physarum-inspired prize-collecting steiner tree approach to identify subnetworks for drug repositioning.
BMC Syst. Biol.
Yahui Sun, Pathima Nusrath Hameed, Karin Verspoor, Saman K. Halgamuge
2016 B conf
Fast algorithms inspired by Physarum polycephalum for node weighted steiner tree problem with multiple terminals.
CEC
Yahui Sun, Saman K. Halgamuge
2016 — conf
Integrating Data-Driven Forecasting and Optimization to Improve the Operation of Distributed Energy Storage.
HPCC/SmartCity/DSS
Khalid Abdulla, Kent C. B. Steer, Andrew Wirth, Julian de Hoog, Saman K. Halgamuge
2016 — conf
Use of local field potentials of dissociated cultures grown on multi-electrode arrays for pharmacological assays.
EMBC
G. Dulini C. Mendis, Emma Morrisroe, Christopher A. Reid, Saman K. Halgamuge, Steven Petrou
2015 J jnl
Accurate reconstruction of viral quasispecies spectra through improved estimation of strain richness.
BMC Bioinform.
Duleepa Jayasundara, Isaam Saeed, Bc Chang, Sen-Lin Tang, Saman K. Halgamuge
2015 J jnl
Algorithm selection for black-box continuous optimization problems: A survey on methods and challenges.
Inf. Sci.
Mario A. Muñoz, Yuan Sun, Michael Kirley, Saman K. Halgamuge
2015 J jnl
Classification of Parkinson's Disease Gait Using Spatial-Temporal Gait Features.
IEEE J. Biomed. Health Informatics
Ferdous Wahid, Rezaul K. Begg, Chris J. Hass, Saman K. Halgamuge, David C. Ackland
2015 J jnl
EXIMS: an improved data analysis pipeline based on a new peak picking method for EXploring Imaging Mass Spectrometry data.
Bioinform.
Chalini D. Wijetunge, Isaam Saeed, Berin A. Boughton, Jeffrey M. Spraggins, Richard M. Caprioli, Antony Bacic, Ute Roessner, Saman K. Halgamuge
2015 J jnl
Exploratory Landscape Analysis of Continuous Space Optimization Problems Using Information Content.
IEEE Trans. Evol. Comput.
Mario A. Muñoz, Michael Kirley, Saman K. Halgamuge
2015 J jnl
Inverse Dynamics of Multilink Cable-Driven Manipulators With the Consideration of Joint Interaction Forces and Moments.
IEEE Trans. Robotics
Darwin Lau, Denny Oetomo, Saman K. Halgamuge
2015 — conf
The effects of an ankle foot orthosis on cerebral palsy gait: A multiple regression analysis.
EMBC
Ferdous Wahid, Rezaul K. Begg, Morgan Sangeux, Saman K. Halgamuge, David C. Ackland
2015 J jnl
ViQuaS: an improved reconstruction pipeline for viral quasispecies spectra generated by next-generation sequencing.
Bioinform.
Duleepa Jayasundara, Isaam Saeed, Suhinthan Maheswararajah, Bill C. Chang, Sen-Lin Tang, Saman K. Halgamuge
2013 J jnl
CoNVEX: copy number variation estimation in exome sequencing data using HMM.
BMC Bioinform.
Kaushalya C. Amarasinghe, Jason Li, Saman K. Halgamuge
2013 J jnl
Correction: CoNVEX: copy number variation estimation in exome sequencing data using HMM.
BMC Bioinform.
Kaushalya C. Amarasinghe, Jason Li, Saman K. Halgamuge
2013 J jnl
Event Triggered Adaptive Differential Modulation: A New Method for Traffic Reduction in Networked Control Systems.
IEEE Trans. Autom. Control.
Upeka Premaratne, Saman K. Halgamuge, Iven M. Y. Mareels
2013 J jnl
Generalized Modeling of Multilink Cable-Driven Manipulators With Arbitrary Routing Using the Cable-Routing Matrix.
IEEE Trans. Robotics
Darwin Lau, Denny Oetomo, Saman K. Halgamuge
2012 — conf
A Meta-learning Prediction Model of Algorithm Performance for Continuous Optimization Problems.
PPSN (1)
Mario A. Muñoz, Michael Kirley, Saman K. Halgamuge
2012 J jnl
CONTRA: copy number analysis for targeted resequencing.
Bioinform.
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
2012 B conf
Fast shortest path optimization inspired by shuttle streaming of Physarum polycephalum.
IEEE Congress on Evolutionary Computation
Jayantha Siriwardana, Saman K. Halgamuge
2012 B conf
Landscape characterization of numerical optimization problems using biased scattered data.
IEEE Congress on Evolutionary Computation
Mario A. Muñoz, Michael Kirley, Saman K. Halgamuge
2011 J jnl
Comparing two video-based techniques for driver fatigue detection: classification versus optical flow approach.
Mach. Vis. Appl.
Rajinda Senaratne, Budi Thomas Jap, Sara Lal, Arthur L. Hsu, Saman K. Halgamuge, Peter Fischer
2011 J jnl
Management of Orphaned-Nodes in Wireless Sensor Networks for Smart Irrigation Systems.
IEEE Trans. Signal Process.
Suhinthan Maheswararajah, Saman K. Halgamuge, K. B. Dassanayake, D. Chapman
2010 J jnl
An Online Power-Balancing Strategy for a Parallel Hybrid Electric Vehicle Assisted by an Integrated Starter Generator.
IEEE Trans. Veh. Technol.
Sunil Adhikari, Saman K. Halgamuge, Harry C. Watson
2010 B conf
Simplifying the Bacteria Foraging Optimization Algorithm.
IEEE Congress on Evolutionary Computation
Mario A. Muñoz, Saman K. Halgamuge, Wilfredo Alfonso, Eduardo Caicedo
2009 — ch.
Dynamic Self-Organising Maps: Theory, Methods and Applications.
Foundations of Computational Intelligence (1)
Arthur L. Hsu, Isaam Saeed, Saman K. Halgamuge
2009 B conf
Energy Adaptive Sensor Scheduling for Noisy Sensor Measurements.
DCOSS
Suhinthan Maheswararajah, Siddeswara Mayura Guru, Yanfeng Shu, Saman K. Halgamuge
2009 J jnl
Energy Efficient Sensor Scheduling with a Mobile Sink Node for the Target Tracking Application.
Sensors
Suhinthan Maheswararajah, Saman K. Halgamuge, Malin Premaratne
2009 J jnl
Face Recognition by Extending Elastic Bunch Graph Matching with Particle Swarm Optimization.
J. Multim.
Rajinda Senaratne, Saman K. Halgamuge, Arthur L. Hsu
2009 — conf
Investigation of Average Mutual Information for Species Separation Using GSOM.
FGIT
Chon-Kit Kenneth Chan, Saman K. Halgamuge
2009 J jnl
Sensor Scheduling for Target Tracking by Suboptimal Algorithms.
IEEE Trans. Veh. Technol.
Suhinthan Maheswararajah, Saman K. Halgamuge, Malin Premaratne
2009 J jnl
Structure adaptation of hierarchical knowledge-based classifiers.
Neural Comput. Appl.
Waratt Rattasiri, Saman K. Halgamuge, Nalin Wickramarachchi
2009 — ch.
The Rationale Behind Seeking Inspiration from Nature.
Nature-Inspired Algorithms for Optimisation
Kent C. B. Steer, Andrew Wirth, Saman K. Halgamuge
2008 J jnl
Binning sequences using very sparse labels within a metagenome.
BMC Bioinform.
Chon-Kit Kenneth Chan, Arthur L. Hsu, Saman K. Halgamuge, Sen-Lin Tang
2008 J jnl
Class structure visualization with semi-supervised growing self-organizing maps.
Neurocomputing
Arthur L. Hsu, Saman K. Halgamuge
2008 J jnl
Fast splice site detection using information content and feature reduction.
BMC Bioinform.
A. K. M. A. Baten, Saman K. Halgamuge, Bill C. H. Chang
2008 — conf
Information Theoretic Classification of Problems for Metaheuristics.
SEAL
Kent C. B. Steer, Andrew Wirth, Saman K. Halgamuge
2008 J jnl
Polynomial kernel adaptation and extensions to the SVM classifier learning.
Neural Comput. Appl.
Ramy Saad, Saman K. Halgamuge, Jason Li
2008 J jnl
Sensitivity-Based Hierarchical Controller Architectures for Active Suspension.
IEEE Trans. Control. Syst. Technol.
Waratt Rattasiri, Nalin Wickramarachchi, Saman K. Halgamuge
2008 — conf
Support Vector Machine Integrated CCA for Classification of Complex Chemical Patterns.
FGCN (3: BSBT)
Xiaofeng Song, Saman K. Halgamuge, De-zhao Chen, Shang-Xu Hu
2007 — conf
A Method for Evaluating Quality of Clustering DNA Fragments Encoded in Different Nucleotide Frequencies.
FBIT
Chon-Kit Kenneth Chan, Arthur L. Hsu, Sen-Lin Tang, Saman K. Halgamuge
2007 — conf
Biological Sequence Data Preprocessing for Classification: A Case Study in Splice Site Identification.
ISNN (2)
A. K. M. A. Baten, Saman K. Halgamuge, Bill C. H. Chang, Nalin Wickramarachchi
2007 — conf
Combining News and Technical Indicators in Daily Stock Price Trends Prediction.
ISNN (3)
Yu Zheng Zhai, Arthur L. Hsu, Saman K. Halgamuge
2007 J jnl
Correction: Splice site identification using probabilistic parameters and SVM classification.
BMC Bioinform.
A. K. M. A. Baten, Bill C. H. Chang, Saman K. Halgamuge, Jason Li
2007 — conf
Driver Fatigue Detection by Fusing Multiple Cues.
ISNN (2)
Rajinda Senaratne, David Hardy, Bill Vanderaa, Saman K. Halgamuge
2007 J jnl
Gabor wavelet similarity maps for optimising hierarchical road sign classifiers.
Pattern Recognit. Lett.
Alan Koncar, Holger Janßen, Saman K. Halgamuge
2007 J jnl
Gene function prediction based on genomic context clustering and discriminative learning: an application to bacteriophages.
BMC Bioinform.
Jason Li, Saman K. Halgamuge, Christopher I. Kells, Sen-Lin Tang
2007 — conf
Improving Training Speed of Support Vector Machines by Creating Exploitable Trends of Lagrangian Variables: An Application to DNA Splice Site Detection.
FBIT
Jason Li, Saman K. Halgamuge
2007 C conf
Multiple Cluster Merging and Multihop Transmission in Wireless Sensor Networks.
GPC
Siddeswara Mayura Guru, Matthias Steinbrecher, Saman K. Halgamuge, Rudolf Kruse
2006 — conf
Manufacturing Yield Improvement by Clustering.
ICONIP (3)
Azharul Karim, Saman K. Halgamuge, A. J. R. Smith, Arthur L. Hsu
2006 J jnl
Optimal Weighting of Landmarks for Face Recognition.
J. Multim.
Rajinda Senaratne, Saman K. Halgamuge
2006 — conf
Optimised Landmark Model Matching for Face Recognition.
FGR
Rajinda Senaratne, Saman K. Halgamuge
2006 — conf
Optimized Sink node Path using Particle Swarm Optimization.
AINA (2)
Champake Mendis, Siddeswara Mayura Guru, Saman K. Halgamuge, Saman Fernando
2006 — conf
Scalable Dynamic Self-Organising Maps for Mining Massive Textual Data.
ICONIP (3)
Yu Zheng Zhai, Arthur L. Hsu, Saman K. Halgamuge
2006 — conf
Semi-supervised Learning of Dynamic Self-Organising Maps.
ICONIP (1)
Arthur L. Hsu, Saman K. Halgamuge
2006 — conf
Sensor Scheduling For Target Tracking Using Particle Swarm Optimization.
VTC Spring
Suhinthan Maheswararajah, Saman K. Halgamuge
2006 J jnl
Splice site identification using probabilistic parameters and SVM classification.
BMC Bioinform.
A. K. M. A. Baten, Bill C. H. Chang, Saman K. Halgamuge, Jason Li
2005 J jnl
An Extended Growing Self-Organizing Map for Selection of Clusters in Sensor Networks.
Int. J. Distributed Sens. Networks
Siddeswara Mayura Guru, Arthur L. Hsu, Saman K. Halgamuge, Saman Fernando
2005 — book
Classification and Clustering for Knowledge Discovery
Saman K. Halgamuge, Lipo Wang
2005 — book
Computational Intelligence for Modelling and Prediction
Saman K. Halgamuge, Lipo Wang
2005 J jnl
Optimized rule-based delay proportion adjustment for proportional differentiated services.
IEEE J. Sel. Areas Commun.
Sunthiti Patchararungruang, Saman K. Halgamuge, Nirmala Shenoy
2004 J jnl
Particle Swarm Optimisation for Protein Motif Discovery.
Genet. Program. Evolvable Mach.
Bill C. H. Chang, Asanga Ratnaweera, Saman K. Halgamuge, Harry C. Watson
2004 J jnl
Self-Organizing Hierarchical Particle Swarm Optimizer With Time-Varying Acceleration Coefficients.
IEEE Trans. Evol. Comput.
Asanga Ratnaweera, Saman K. Halgamuge, Harry C. Watson
2004 J jnl
Stability of hierarchical fuzzy systems generated by Neuro-Fuzzy.
Soft Comput.
Ramy Saad, Saman K. Halgamuge
2003 B conf
A comparison of constraint-handling methods for the application of particle swarm optimization to constrained nonlinear optimization problems.
IEEE Congress on Evolutionary Computation
G. Coath, Saman K. Halgamuge
2003 J jnl
An unsupervised hierarchical dynamic self-organizing approach to cancer class discovery and marker gene identification in microarray data.
Bioinform.
Arthur L. Hsu, Sen-Lin Tang, Saman K. Halgamuge
2003 J jnl
Approximate symbolic pattern matching for protein sequence data.
Int. J. Approx. Reason.
Bill C. H. Chang, Saman K. Halgamuge
2003 J jnl
Computationally advantageous and stable hierarchical fuzzy systems for active suspension.
IEEE Trans. Ind. Electron.
Waratt Rattasiri, Saman K. Halgamuge
2003 C conf
Development of Hybrid Interface for Intelligent Sensor Management.
HIS
Kenneth Chan, N. Kansara, M. Mirbagheri, Siddeswara Mayura Guru, Saman K. Halgamuge, Saman Fernando
2003 J jnl
Enhancement of topology preservation and hierarchical dynamic self-organising maps for data visualisation.
Int. J. Approx. Reason.
Arthur L. Hsu, Saman K. Halgamuge
2003 B conf
Optimisation of valve timing events of internal combustion engines with particle swarm optimisation.
IEEE Congress on Evolutionary Computation
Asanga Ratnaweera, Harry C. Watson, Saman K. Halgamuge
2003 J jnl
Realtime classification with structure adapting neuro-fuzzy systems.
Integr. Comput. Aided Eng.
Saman K. Halgamuge
2002 — conf
A Modified Dynamic Self-Organizing Map Algorithm for Efficient Hardware Implementation.
FSKD
D. M. G. Preethichandra, Arthur L. Hsu, Damminda Alahakoon, Saman K. Halgamuge
2002 — conf
Automatically tuned hybrid motion controller in the presence of mechanical non-linearities.
ISIC
Ramy Saad, Saman K. Halgamuge
2002 — conf
Cost Effective selection of Sensor Node Clusters.
FSKD
Siddeswara Mayura Guru, Gavin McRae, Saman K. Halgamuge, Saman Fernando
2002 — ed.
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
Lipo Wang, Saman K. Halgamuge, Xin Yao
2002 — conf
Particle Swarm Optimization with Self-Adaptive Acceleration Coefficients.
FSKD
Asanga Ratnaweera, Saman K. Halgamuge, Harry C. Watson
2002 J jnl
Protein motif extraction with neuro-fuzzy optimization.
Bioinform.
Bill C. H. Chang, Saman K. Halgamuge
2002 B conf
Rule based delay proportion adjustment for differentiated services.
FUZZ-IEEE
Sunthiti Patchararungruang, Nirmala Shenoy, Saman K. Halgamuge
2000 J jnl
Dynamic self-organizing maps with controlled growth for knowledge discovery.
IEEE Trans. Neural Networks Learn. Syst.
Damminda Alahakoon, Saman K. Halgamuge, Bala Srinivasan
2000 B conf
Model free online adaptive feedback control with FuNe I AFC neuro-fuzzy system.
FUZZ-IEEE
Bill C. H. Chang, Saman K. Halgamuge
1999 B conf
A self generating neural architecture for data analysis.
IJCNN
L. Damminda Alahakoon, Saman K. Halgamuge, B. Srinivasan
1998 B conf
A Structure Adapting Feature Map for Optimal Cluster Representation.
ICONIP
Damminda Alahakoon, Saman K. Halgamuge, Bala Srinivasan
1998 B conf
A self-growing cluster development approach to data mining.
SMC
Damminda Alahakoon, Saman K. Halgamuge, B. Srinivasan
1998 J jnl
A trainable transparent universal approximator for defuzzification in Mamdani-type neuro-fuzzy controllers.
IEEE Trans. Fuzzy Syst.
Saman K. Halgamuge
1997 — conf
Decision Support in Smart Wheelchairs.
ICONIP (2)
Saman K. Halgamuge, L. Jain
1997 — conf
Rule Extraction in Real Time.
ICONIP (2)
Saman K. Halgamuge
1997 J jnl
Self-evolving neural networks for rule-based data processing.
IEEE Trans. Signal Process.
Saman K. Halgamuge
1996 — —
Advanced methods for fusion of fuzzy systems and neural networks in intelligent data processing.
Saman K. Halgamuge
1996 J jnl
Computer-aided design of fuzzy systems based on generic VHDL specifications.
IEEE Trans. Fuzzy Syst.
Thomas Hollstein, Saman K. Halgamuge, Manfred Glesner
1996 — conf
Multiple shape basis function networks for rule based analysis of data.
ANZIIS
Saman K. Halgamuge
1995 Misc conf
A sub Bayesian nearest prototype neural network with fuzzy interpretability for diagnosis problems.
SAC
Saman K. Halgamuge, Christoph Grimm, Manfred Glesner
1995 J jnl
An alternative approach for generation of membership functions and fuzzy rules based on radial and cubic basis function networks.
Int. J. Approx. Reason.
Saman K. Halgamuge, Werner Pöchmüller, Manfred Glesner
1995 Misc conf
Comparison of a heuristic method with a genetic algorithm for generation of compact rule based classifiers.
SAC
Saman K. Halgamuge, Alain Brichard, Manfred Glesner
1995 J jnl
Fuzzy neural networks: between functional equivalence and applicability.
Int. J. Neural Syst.
Saman K. Halgamuge, Manfred Glesner
1994 Misc conf
Fuzzy neural fusion techniques for industrial applications.
SAC
Saman K. Halgamuge, Manfred Glesner
1994 — conf
Rapid-Prototyping von anwendungsspezifischen Fuzzy Controllern mit Field Programmable Gate Arrays.
Fuzzy Days
Thomas Hollstein, Saman K. Halgamuge, Andreas Kirschbaum, Manfred Glesner
1993 — conf
A rule based prototype system for automatic classification in industrial quality control.
ICNN
Saman K. Halgamuge, Werner Pöchmüller, Manfred Glesner
1993 — conf
Echtzeit Fahrbahnzustandserkennung mit Fuzzy-Neuronalen Netzen.
Fuzzy Days
Saman K. Halgamuge, Hans-Jürgen Herpel, Manfred Glesner