J. Samarabandu

Most-cited papers

Deep learning methods in network intrusion detection: A survey and an objective comparison
Sunanda Gamage, J. Samarabandu
2020Journal of Network and Computer Applications358 citations
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Multiscale Edge-Based Text Extraction from Complex Images
Xiaoqing Liu, J. Samarabandu
2006IEEE International Conference on Multimedia and Expo193 citations
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An Intrusion Detection System for IEC61850 Automated Substations
U. Premaratne, J. Samarabandu, Tarlochan S. Sidhu, R. Beresh +1 more
2010IEEE Transactions on Power Delivery160 citations
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Vibration-based multiclass damage detection and localization using long short-term memory networks
Sandeep Sony, Sunanda Gamage, A. Sadhu, J. Samarabandu
2022Structures123 citations
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A new biologically inspired optimization algorithm
U. Premaratne, J. Samarabandu, Tarlochan S. Sidhu
2009International Conference on Industrial and Information Systems80 citations
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Three-dimensional ultrasound of carotid atherosclerosis: semiautomated segmentation using a level set-based method.
E. Ukwatta, J. Awad, Aaron D. Ward, D. Buchanan +3 more
2011Medical Physics (Lancaster)79 citations
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Recent advances in simultaneous localization and map-building using computer vision
Zhenhe Chen, J. Samarabandu, R. Rodrigo
2007Adv. Robotics79 citations
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2D-3D rigid registration to compensate for prostate motion during 3D TRUS-guided biopsy.
T. De Silva, A. Fenster, D. Cool, L. Gardi +3 more
2013Medical Physics (Lancaster)58 citations
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Machine learning techniques for intrusion detection on public dataset
U. M. Thanthrige, J. Samarabandu, Xian-Bin Wang
2016Canadian Conference on Electrical and Computer Engineering54 citations
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Graph cut with ordering constraints on labels and its applications
Xiaoqing Liu, Olga Veksler, J. Samarabandu
20082008 IEEE Conference on Computer Vision and Pattern Recognition45 citations
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Security Analysis and Auditing of IEC61850-Based Automated Substations
U. Premaratne, J. Samarabandu, Tarlochan S. Sidhu, R. Beresh +1 more
2010IEEE Transactions on Power Delivery43 citations
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A comprehensive survey on the applications of machine learning techniques on maritime surveillance to detect abnormal maritime vessel behaviors
Chamali Gamage, R. Dinalankara, J. Samarabandu, A. Subasinghe
2023WMU Journal of Maritime Affairs (JoMA)42 citations
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Human activity detection based on multiple smart phone sensors and machine learning algorithms
Xizhe Yin, W. Shen, J. Samarabandu, Xian-Bin Wang
2015International Conference on Computer Supported Cooperative Work in Design42 citations
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An image processing algorithm for accurate extraction of the centerline from human metaphase chromosomes
Akila Subasinghe Arachchige, J. Samarabandu, J. Knoll, Wahab Khan +1 more
20102010 IEEE International Conference on Image Processing42 citations
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Order-Preserving Moves for Graph-Cut-Based Optimization
Xiaoqing Liu, Olga Veksler, J. Samarabandu
2010IEEE Transactions on Pattern Analysis and Machine Intelligence40 citations Open access
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Multiclass Damage Identification in a Full-Scale Bridge Using Optimally Tuned One-Dimensional Convolutional Neural Network
Sandeep Sony, Sunanda Gamage, A. Sadhu, J. Samarabandu
2021Journal of computing in civil engineering37 citations Open access
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Comparison of machine learning models to classify Auditory Brainstem Responses recorded from children with Auditory Processing Disorder
Hasitha Wimalarathna, Sangamanatha Ankmnal-Veeranna, Chris Allan, S. Agrawal +3 more
2021Comput. Methods Programs Biomed.33 citations
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Investigating the Performance of Corridor and Door Detection Algorithms in Different Environments
Wenxia Shi, J. Samarabandu
2006International Conference on Informatics and Analytics31 citations
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Prostate segmentation by feature enhancement using domain knowledge and adaptive region based operations
N. Nanayakkara, J. Samarabandu, A. Fenster
2006Physics in Medicine and Biology30 citations Open access
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On efficiency enhancement of the correlation-based feature selection for intrusion detection systems
Mahsa Bataghva Shahbaz, Xian-Bin Wang, A. Behnad, J. Samarabandu
2016IEEE Annual Information Technology, Electronics and Mobile Communication Conference29 citations
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Automating dicentric chromosome detection from cytogenetic biodosimetry data.
P. Rogan, YanXin Li, Asanka Wickramasinghe, A. Subasinghe +6 more
2014Radiation Protection Dosimetry28 citations Open access
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Intensity Integrated Laplacian-Based Thickness Measurement for Detecting Human Metaphase Chromosome Centromere Location
Akila Subasinghe Arachchige, J. Samarabandu, J. Knoll, P. Rogan
2013IEEE Transactions on Biomedical Engineering28 citations
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Nonrigid registration of three-dimensional ultrasound and magnetic resonance images of the carotid arteries.
N. Nanayakkara, B. Chiu, A. Samani, J. Spence +3 more
2009Medical Physics (Lancaster)26 citations
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Prostate Segmentation from 2-D Ultrasound Images Using Graph Cuts and Domain Knowledge
Mehrnaz Zouqi, J. Samarabandu
2008Canadian Conference on Computer and Robot Vision26 citations
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Comparison of Recurrent Neural Network Algorithms for Intrusion Detection Based on Predicting Packet Sequences
Wafaa Anani, J. Samarabandu
2018Canadian Conference on Electrical and Computer Engineering24 citations
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Quantification of prostate deformation due to needle insertion during TRUS-guided biopsy: comparison of hand-held and mechanically stabilized systems.
T. De Silva, A. Fenster, J. Bax, C. Romagnoli +3 more
2011Medical Physics (Lancaster)24 citations
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Machine learning approaches used to analyze auditory evoked responses from the human auditory brainstem: A systematic review
Hasitha Wimalarathna, Sangamanatha Ankmnal-Veeranna, Chris Allan, S. Agrawal +3 more
2022Comput. Methods Programs Biomed.23 citations
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Robust and Efficient Feature Tracking for Indoor Navigation
R. Rodrigo, Mehrnaz Zouqi, Zhenhe Chen, J. Samarabandu
2009IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics)23 citations
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Sequence to Sequence Pattern Learning Algorithm for Real-Time Anomaly Detection in Network Traffic
G. Loganathan, J. Samarabandu, Xian-Bin Wang
2018Canadian Conference on Electrical and Computer Engineering22 citations
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A “Twisting and Bending” Model-Based Nonrigid Image Registration Technique for 3-D Ultrasound Carotid Images
N. Nanayakkara, B. Chiu, Afshan Samani, J. Spence +2 more
2008IEEE Transactions on Medical Imaging22 citations
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INSECS-DCS: A Highly Customizable Network Intrusion Dataset Creation Framework
N. Rajasinghe, J. Samarabandu, Xian-Bin Wang
2018Canadian Conference on Electrical and Computer Engineering20 citations
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Centromere Detection of Human Metaphase Chromosome Images using a Candidate Based Method
A. Subasinghe, J. Samarabandu, YanXin Li, R. Wilkins +3 more
2015bioRxiv20 citations Open access
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Energy Based Line Detection
R. Rodrigo, Wenxia Shi, J. Samarabandu
2006Canadian Conference on Electrical and Computer Engineering20 citations
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Corridor Line Detection for Vision Based Indoor Robot Navigation
Wenxia Shi, J. Samarabandu
2006Canadian Conference on Electrical and Computer Engineering19 citations
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The Rank-scaled Mutation Rate for Genetic Algorithms
M. Sewell, J. Samarabandu, R. Rodrigo, K. McIsaac
200718 citations
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A Novel Distributed and Stealthy Attack on Active Distribution Networks and a Mitigation Strategy
Pirathayini Srikantha, Jingyuan Liu, J. Samarabandu
2020IEEE Transactions on Industrial Informatics16 citations Open access
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Application of Security Metrics in Auditing Computer Network Security: A Case Study
Upeka Premaratne, J. Samarabandu, Tarlochan S. Sidhu, Bob Beresh +1 more
20082008 4th International Conference on Information and Automation for Sustainability16 citations
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An Accurate Image Processing Algorithm for Detecting FISH Probe Locations Relative to Chromosome Landmarks on DAPI Stained Metaphase Chromosome Images
Akila Subasinghe A., J. Samarabandu, J. Knoll, Wahab Khan +1 more
2010Canadian Conference on Computer and Robot Vision15 citations
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Evidence Theory based Decision Fusion for Masquerade Detection in IEC61850 Automated Substations
U. Premaratne, J. Samarabandu, Tarlochan S. Sidhu, Bob Beresh +1 more
20082008 4th International Conference on Information and Automation for Sustainability15 citations
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Machine vision system for automated spectroscopy
E. Ukwatta, J. Samarabandu, M. Hall
2011Machine Vision and Applications12 citations
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Robust 2-D–3-D Registration Optimization for Motion Compensation During 3-D TRUS-Guided Biopsy Using Learned Prostate Motion Data
T. De Silva, D. Cool, Jing Yuan, C. Romagnoli +3 more
2017IEEE Transactions on Medical Imaging11 citations
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Intrusion Alert Prediction Using a Hidden Markov Model
U. M. Thanthrige, J. Samarabandu, Xian-Bin Wang
2016arXiv.org11 citations
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2D ultrasound image segmentation using graph cuts and local image features
Mehrnaz Zouqi, J. Samarabandu
2009IEEE Symposium on Computational Intelligence for Image Processing11 citations
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Feature Motion for Monocular Robot Navigation
Ranga Rodrigo, Zhenhe Chen, J. Samarabandu
2006International Conference on Informatics and Analytics11 citations
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Using multiple view geometry within extended Kalman filter framework for simultaneous localization and map-building
Zhenhe Chen, J. Samarabandu
2005IEEE International Conference Mechatronics and Automation, 200510 citations
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Real-Time Intrusion Detection in Network Traffic Using Adaptive and Auto-Scaling Stream Processor
G. Loganathan, J. Samarabandu, Xian-Bin Wang
2018Global Communications Conference9 citations
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Performance evaluation of genetic algorithms for resource scheduling in TLE uplink
Mohamad Kalil, J. Samarabandu, A. Shami, A. Al-Dweik
20142014 International Wireless Communications and Mobile Computing Conference (IWCMC)9 citations
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Fuzzy supervised PI controller for VSC HVDC system connected to Induction Generator based wind farm
Akshaya Moharana, J. Samarabandu, R. Varma
20112011 IEEE Electrical Power and Energy Conference9 citations
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Quantification of Prostate Deformation due to Needle Insertion during TRUS-guided Biopsy
T. De Silva, A. Fenster, J. Samarabandu, Aaron D. Ward
2010International Conference on Medical Image Computing and Computer-Assisted Intervention9 citations Open access
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Vision Based Metal Spectral Analysis Using Multi-label Classification
E. Ukwatta, J. Samarabandu
2009Canadian Conference on Computer and Robot Vision9 citations
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