Daniel W. Stashuk

According to our database1, Daniel W. Stashuk
  • authored at least 28 papers between 1992 and 2016.
  • has a "Dijkstra number"2 of five.

Timeline

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Bibliography

2016
Automated segmentation of white matter fiber bundles using diffusion tensor imaging data and a new density based clustering algorithm.
Artificial Intelligence in Medicine, 2016

2015
Affine and Regional Dynamic Time Warpng.
CoRR, 2015

A Weakly Supervised Learning Approach based on Spectral Graph-Theoretic Grouping.
CoRR, 2015

Affine and Regional Dynamic Time Warping.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Classifier fusion interactive software toolbox for EMG signal decomposition.
Proceedings of the IEEE 28th Canadian Conference on Electrical and Computer Engineering, 2015

2013
Generative Multiple-Instance Learning Models For Quantitative Electromyography.
CoRR, 2013

Generative Multiple-Instance Learning Models For Quantitative Electromyography.
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. Engineering, 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

2011
Validating motor unit firing patterns extracted by EMG signal decomposition.
Med. Biol. Engineering and Computing, 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. Information Technology in Biomedicine, 2010

2009
Visualization Techniques for Confidence Based Data.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Quantization of Continuous Data for Pattern Based Rule Extraction.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

2008
Statistically Based Pattern Discovery Techniques for Biological Data Analysis.
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.
Simulation Modelling Practice and 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.
Computer Methods and Programs in Biomedicine, 2008

Fusion of multiple classifiers for motor unit potential sorting.
Biomed. Signal Proc. and Control, 2008

2007
Fuzzy Classification Using Pattern Discovery.
IEEE Trans. Fuzzy Systems, 2007

A Hybrid Classifier Fusion Approach for Motor Unit Potential Classification During EMG Signal Decomposition.
IEEE Trans. Biomed. Engineering, 2007

2006
Transparent Decision Support Using Statistical Reasoning and Fuzzy Inference.
IEEE Trans. Knowl. Data Eng., 2006

Adaptive certainty-based classification for decomposition of EMG signals.
Med. Biol. Engineering and Computing, 2006

Clinical Characterization of Electromyographic Data Using Computational Tools.
Proceedings of the 2006 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2006

2005
Physiologically based simulation of clinical EMG signals.
IEEE Trans. Biomed. Engineering, 2005

2004
Multi-classification techniques applied to EMG signal decomposition.
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.
Biological Cybernetics, 1992


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