Jagath C. Rajapakse
Orcid: 0000-0001-7944-1658
According to our database1,
Jagath C. Rajapakse
authored at least 146 papers
between 1990 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2012, "For contributions to computational techniques for magnetic resonance imaging".
Timeline
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On csauthors.net:
Bibliography
2024
Expert Syst. Appl., March, 2024
Briefings Bioinform., 2024
2023
Knowl. Based Syst., November, 2023
IEEE J. Biomed. Health Informatics, September, 2023
Multi-modal graph neural network for early diagnosis of Alzheimer's disease from sMRI and PET scans.
Comput. Biol. Medicine, September, 2023
Integrating Contrastive Learning into a Multitask Transformer Model for Effective Domain Adaptation.
CoRR, 2023
Multi-level Knowledge Integration with Graph Convolutional Network for Cancer Molecular Subtype Classification.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
Semi-supervised Learning with Data Harmonisation for Biomarker Discovery from Resting State fMRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Interspeech 2022, 2022
Recurrent multi-head attention fusion network for combining audio and text for speech emotion recognition.
Proceedings of the Interspeech 2022, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
2021
Obtaining leaner deep neural networks for decoding brain functional connectome in a single shot.
Neurocomputing, 2021
BMC Bioinform., 2021
2020
Graph embeddings on gene ontology annotations for protein-protein interaction prediction.
BMC Bioinform., 2020
Proceedings of the Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology, 2020
2019
Fusing gene expressions and transitive protein-protein interactions for inference of gene regulatory networks.
BMC Syst. Biol., 2019
BMC Bioinform., 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Predicting Missing and Spurious Protein-Protein Interactions Using Graph Embeddings on GO Annotation Graph.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
2018
Deep neural network ensemble by data augmentation and bagging for skin lesion classification.
CoRR, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 15th International Conference on Control, 2018
2017
Detecting functional modules of the brain using eigen value decomposition of the signless Laplacian.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
2016
J. Biomed. Informatics, 2016
Locality regularized sparse subspace clustering with application to cortex parcellation on resting fMRI.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
2014
BMC Bioinform., 2014
CUDAGRN: Parallel Speedup of Inferring Large Gene Regulatory Networks from Expression Data Using Random Forest.
Proceedings of the Pattern Recognition in Bioinformatics, 2014
2013
IEEE ACM Trans. Comput. Biol. Bioinform., 2013
Simultaneous Sample and Gene Selection Using T-score and Approximate Support Vectors.
Proceedings of the Pattern Recognition in Bioinformatics, 2013
Inferring Gene Regulatory Networks from Time-Series Expressions Using Random Forests Ensemble.
Proceedings of the Pattern Recognition in Bioinformatics, 2013
Inferring Time-Delayed Gene Regulatory Networks Using Cross-Correlation and Sparse Regression.
Proceedings of the Bioinformatics Research and Applications, 9th International Symposium, 2013
Proceedings of the Bioinformatics Research and Applications, 9th International Symposium, 2013
2011
Toward Better Understanding of Protein Secondary Structure: Extracting Prediction Rules.
IEEE ACM Trans. Comput. Biol. Bioinform., 2011
BMC Bioinform., 2011
Integration of Epigenetic Data in Bayesian Network Modeling of Gene Regulatory Network.
Proceedings of the Pattern Recognition in Bioinformatics, 2011
Proceedings of the Pattern Recognition in Bioinformatics, 2011
Automated scoring of liver fibrosis through combined features from different collagen groups.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Estimation of the population of neutrophils induced to differentiate from the MPRO mouse promyelocytic cell line.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Gene and sample selection for cancer classification with support vectors based t-statistic.
Neurocomputing, 2010
Automated Scoring System for Liver Fibrosis Diagnosis with Second Harmonic Generation Microscopy.
Aust. J. Intell. Inf. Process. Syst., 2010
Proceedings of the Pattern Recognition in Bioinformatics, 2010
Proceedings of the 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010
Support vectors based correlation coefficient for gene and sample selection in cancer classification.
Proceedings of the 2010 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2010
2009
J. Signal Process. Syst., 2009
IEEE ACM Trans. Comput. Biol. Bioinform., 2009
IEEE Trans. Biomed. Eng., 2009
BMC Bioinform., 2009
Proceedings of the Pattern Recognition in Bioinformatics, 2009
Proceedings of the Pattern Recognition in Bioinformatics, 2009
Proceedings of the Evolutionary Computation, 2009
2008
IEEE Trans. Medical Imaging, 2008
Fuzzy approach to incorporate hemodynamic variability and contextual information for detection of brain activation.
Neurocomputing, 2008
Proceedings of the Pattern Recognition in Bioinformatics, 2008
Proceedings of the Pattern Recognition in Bioinformatics, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
2007
J. VLSI Signal Process., 2007
Guest Editors' Introduction to the Special Section: Computational Intelligence Approaches in Computational Biology and Bioinformatics.
IEEE ACM Trans. Comput. Biol. Bioinform., 2007
NeuroImage, 2007
Modeling hemodynamic variability with fuzzy features for detecting brain activation from fMR time-series.
Neural Comput. Appl., 2007
Neural Comput. Appl., 2007
Int. J. Data Min. Bioinform., 2007
Human Brain Anatomical Connectivity Analysis Using Sequential Sampling and Resampling.
Proceedings of the Pattern Recognition in Bioinformatics, 2007
Proceedings of the Pattern Recognition in Bioinformatics, 2007
Proceedings of the Pattern Recognition in Bioinformatics, 2007
Validation of Gene Regulatory Networks from Protein-Protein Interaction Data: Application to Cell-Cycle Regulation.
Proceedings of the Pattern Recognition in Bioinformatics, 2007
Amino Acid Features for Prediction of Protein-Protein Interface Residues with Support Vector Machines.
Proceedings of the Evolutionary Computation, 2007
One-Versus-One and One-Versus-All Multiclass SVM-RFE for Gene Selection in Cancer Classification.
Proceedings of the Evolutionary Computation, 2007
Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2007
2006
IEEE Trans. Medical Imaging, 2006
Input encoding method for identifying transcription start sites in RNA polymerase II promoters by neural networks.
Soft Comput., 2006
Editorial for special issue on "Soft Computing for Bioinformatics and Medical Informatics".
Soft Comput., 2006
J. Vis., 2006
Proceedings of the Pattern Recognition in Bioinformatics, International Workshop, 2006
Proceedings of the Pattern Recognition in Bioinformatics, International Workshop, 2006
Extraction of Fuzzy Features for Detecting Brain Activation from Functional MR Time-Series.
Proceedings of the Neural Information Processing, 13th International Conference, 2006
Effect of Diffusion Weighting and Number of Sensitizing Directions on Fiber Tracking in DTI.
Proceedings of the Neural Information Processing, 13th International Conference, 2006
Proceedings of the Neural Information Processing, 13th International Conference, 2006
Determination of the Relative Importance of Gene Function or Taxonomic Grouping to Codon Usage Bias Using Cluster Analysis and SVMs.
Proceedings of the 2006 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2006
Protein-Protein Interface Residue Prediction with SVM Using Evolutionary Profiles and Accessible Surface Areas.
Proceedings of the 2006 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2006
2005
IEEE ACM Trans. Comput. Biol. Bioinform., 2005
NeuroImage, 2005
Two-Stage Multi-Class Support Vector Machines to Protein Secondary Structure Prediction.
Proceedings of the Biocomputing 2005, 2005
Proceedings of the Applications of Evolutionary Computing, 2005
Robust Algorithm for Finding Weak Motifs.
Proceedings of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2005
LVQ Approach Using AA Indices for Protein Subcellular Localisation Prediction.
Proceedings of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2005
Multi-class Protein Subcellular Localization Classification Using Support Vector Machines.
Proceedings of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2005
Gene Classification Using Codon Usage Patterns and SVMs.
Proceedings of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2005
Proceedings of 3rd Asia-Pacific Bioinformatics Conference, 17-21 January 2005, Singapore, 2005
2004
Int. J. Image Graph., 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Color channel encoding with NMF for face recognition.
Proceedings of the 2004 International Conference on Image Processing, 2004
Proceedings of the 2004 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2004
Proceedings of the 2004 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2004
Proceedings of the 2004 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2004
A variant of SVM-RFE for gene selection in cancer classification with expression data.
Proceedings of the 2004 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2004
Two-stage support vector machines to protein relative solvent accessibility prediction.
Proceedings of the 2004 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2004
2003
Adaptive blind signal and image processing: learning algorithms and applications [Book Review].
IEEE Trans. Neural Networks, 2003
Neural Parallel Sci. Comput., 2003
Int. J. Pattern Recognit. Artif. Intell., 2003
2002
Adaptive blind signal and image processing: learning algorithms and applications: A. Cichocki, S. Amari, Wiley, New York, 2002, 586pp., ISBN 0471 60791 6.
Neurocomputing, 2002
A NURBS-Based Technique for the Segmentation of Medical Images.
Proceedings of the ICVGIP 2002, 2002
Proceedings of the Seventh International Conference on Control, 2002
Proceedings of the Seventh International Conference on Control, 2002
Proceedings of the Seventh International Conference on Control, 2002
Combining GOR techniques with support vector machines for protein secondary structure prediction.
Proceedings of the Seventh International Conference on Control, 2002
Proceedings of the Seventh International Conference on Control, 2002
Proceedings of the Seventh International Conference on Control, 2002
Proceedings of the Seventh International Conference on Control, 2002
2001
IEEE Trans. Biomed. Eng., 2001
Proceedings of the Information Processing in Medical Imaging, 2001
2000
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
Proceedings of the 8th European Symposium on Artificial Neural Networks, 2000
Proceedings of the 8th European Symposium on Artificial Neural Networks, 2000
1998
J. Adv. Comput. Intell. Intell. Informatics, 1998
1997
IEEE Trans. Medical Imaging, 1997
Neuronal and Hemodynamic Responses from Functional MRI Time-Series: A Computational Model.
Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997
1991
Proceedings of the 1991 International Conference on Acoustics, 1991
1990
Proceedings of the IJCNN 1990, 1990