Daniel W. Stashuk
Orcid: 0000-0002-8072-8135
According to our database1,
Daniel W. Stashuk
authored at least 37 papers
between 1992 and 2022.
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Bibliography
2022
Comput. Biol. Medicine, 2022
2020
Discovering Density-Based Clustering Structures Using Neighborhood Distance Entropy Consistency.
IEEE Trans. Comput. Soc. Syst., 2020
2018
Electrophysiological Muscle Classification Using Multiple Instance Learning and Unsupervised Time and Spectral Domain Analysis.
IEEE Trans. Biomed. Eng., 2018
Improved MUP Template Estimation Using Local Time Warping and Kernel Weighted Averaging.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2016
Automated segmentation of white matter fiber bundles using diffusion tensor imaging data and a new density based clustering algorithm.
Artif. Intell. Medicine, 2016
2015
CoRR, 2015
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015
Proceedings of the IEEE 28th Canadian Conference on Electrical and Computer Engineering, 2015
2014
Detecting neuropathy using measures of motor unit activation extracted from standard concentric needle electromyographic signals.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence, 2013
2012
SVM-Based Validation of Motor Unit Potential Trains Extracted by EMG Signal Decomposition.
IEEE Trans. Biomed. Eng., 2012
Muscle Categorization Using Quantitative Needle Electromyography: A 2-Stage Gaussian Mixture Model Based Approach.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Decomposition of intramuscular EMG signals using a knowledge -based certainty classifier algorithm.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Augmenting the decomposition of EMG signals using supervised feature extraction techniques.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Medical Biol. Eng. Comput., 2011
A method for detecting and editing MUPTs contaminated by false classification errors during EMG signal decomposition.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
An SVM classifier for detecting merged motor unit potential trains extracted by EMG signal decomposition using their MUP shape information.
Proceedings of the 24th Canadian Conference on Electrical and Computer Engineering, 2011
Automatic validation of motor unit potential trains extracted by EMG signal decomposition.
Proceedings of the 24th Canadian Conference on Electrical and Computer Engineering, 2011
2010
Integrating heterogeneous classifier ensembles for EMG signal decomposition based on classifier agreement.
IEEE Trans. Inf. Technol. Biomed., 2010
2009
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
2008
Proceedings of the Applications of Computational Intelligence in Biology: Current Trends and Open Problems, 2008
An interactive environment for motor unit potential classification using certainty-based classifiers.
Simul. Model. Pract. Theory, 2008
Diversity-based combination of non-parametric classifiers for EMG signal decomposition.
Pattern Anal. Appl., 2008
A software package for interactive motor unit potential classification using fuzzy k-NN classifier.
Comput. Methods Programs Biomed., 2008
Biomed. Signal Process. Control., 2008
2007
A Hybrid Classifier Fusion Approach for Motor Unit Potential Classification During EMG Signal Decomposition.
IEEE Trans. Biomed. Eng., 2007
2006
IEEE Trans. Knowl. Data Eng., 2006
Medical Biol. Eng. Comput., 2006
Proceedings of the 2006 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2006
2005
IEEE Trans. Biomed. Eng., 2005
2004
Proceedings of the IEEE International Conference on Systems, 2004
1992
Detection of motor unit action potentials with surface electrodes: influence of electrode size and spacing.
Biol. Cybern., 1992