Daniel W. Stashuk

41 papers A 1B 1C 1Journal 22Unranked 13
YearRankTypeTitle / Venue / Authors
2022 J jnl
Automatic jitter measurement in needle-detected motor unit potential trains.
Comput. Biol. Medicine
Armando Malanda, Daniel W. Stashuk, Javier Navallas-Irujo, Javier Rodríguez-Falces, Ignacio Rodríguez-Carreño, César Valle, Oscar Garnés-Camarena
2020 J jnl
Discovering Density-Based Clustering Structures Using Neighborhood Distance Entropy Consistency.
IEEE Trans. Comput. Soc. Syst.
Tahereh Kamali, Daniel W. Stashuk
2018 J jnl
Electrophysiological Muscle Classification Using Multiple Instance Learning and Unsupervised Time and Spectral Domain Analysis.
IEEE Trans. Biomed. Eng.
Tahereh Kamali, Daniel W. Stashuk
2018 — conf
Improved MUP Template Estimation Using Local Time Warping and Kernel Weighted Averaging.
EMBC
Andrew Hamilton-Wright, Daniel W. Stashuk
2016 J jnl
Automated segmentation of white matter fiber bundles using diffusion tensor imaging data and a new density based clustering algorithm.
Artif. Intell. Medicine
Tahereh Kamali, Daniel W. Stashuk
2015 J jnl
A Weakly Supervised Learning Approach based on Spectral Graph-Theoretic Grouping.
CoRR
Tameem Adel, Alexander Wong, Daniel W. Stashuk
2015 — conf
Affine and Regional Dynamic Time Warping.
ICDM Workshops
Tsu-Wei Chen, Meena Abdelmaseeh, Daniel W. Stashuk
2015 J jnl
Affine and Regional Dynamic Time Warpng.
CoRR
Tsu-Wei Chen, Meena Abdelmaseeh, Daniel W. Stashuk
2015 — conf
Classifier fusion interactive software toolbox for EMG signal decomposition.
CCECE
Sarbast M. Rasheed, Daniel W. Stashuk, Mohamed S. Kamel
2014 — conf
Detecting neuropathy using measures of motor unit activation extracted from standard concentric needle electromyographic signals.
EMBC
Meena Abdelmaseeh, Benn Smith, Daniel W. Stashuk
2014 — conf
Multifunction myoelectric control using multi-dimensional dynamic time warping.
EMBC
Meena Abdelmaseeh, Tsu-Wei Chen, Daniel W. Stashuk
2013 A conf
Generative Multiple-Instance Learning Models For Quantitative Electromyography.
UAI
Tameem Adel, Benn Smith, Ruth Urner, Daniel W. Stashuk, Daniel J. Lizotte
2013 J jnl
Generative Multiple-Instance Learning Models For Quantitative Electromyography.
CoRR
Tameem Adel, Benn Smith, Ruth Urner, Daniel W. Stashuk, Daniel J. Lizotte
2012 — conf
Augmenting the decomposition of EMG signals using supervised feature extraction techniques.
EMBC
Hossein Parsaei, Mehrdad J. Gangeh, Daniel W. Stashuk, Mohamed S. Kamel
2012 — conf
Decomposition of intramuscular EMG signals using a knowledge -based certainty classifier algorithm.
EMBC
Hossein Parsaei, Daniel W. Stashuk, Tameem Adel
2012 — conf
Muscle Categorization Using Quantitative Needle Electromyography: A 2-Stage Gaussian Mixture Model Based Approach.
ICMLA (1)
Meena Abdelmaseeh, Pascal Poupart, Benn Smith, Daniel W. Stashuk
2012 — conf
Muscle categorization using PDF estimation and Naive Bayes classification.
EMBC
Tameem Adel, Benn Smith, Daniel W. Stashuk
2012 J jnl
SVM-Based Validation of Motor Unit Potential Trains Extracted by EMG Signal Decomposition.
IEEE Trans. Biomed. Eng.
Hossein Parsaei, Daniel W. Stashuk
2011 — conf
A method for detecting and editing MUPTs contaminated by false classification errors during EMG signal decomposition.
EMBC
Hossein Parsaei, Daniel W. Stashuk
2011 — conf
An SVM classifier for detecting merged motor unit potential trains extracted by EMG signal decomposition using their MUP shape information.
CCECE
Hossein Parsaei, Daniel W. Stashuk
2011 — conf
Automatic validation of motor unit potential trains extracted by EMG signal decomposition.
CCECE
Hossein Parsaei, Daniel W. Stashuk
2011 J jnl
Validating motor unit firing patterns extracted by EMG signal decomposition.
Medical Biol. Eng. Comput.
Hossein Parsaei, Faezeh Jahanmiri-Nezhad, Daniel W. Stashuk, Andrew Hamilton-Wright
2010 J jnl
Integrating heterogeneous classifier ensembles for EMG signal decomposition based on classifier agreement.
IEEE Trans. Inf. Technol. Biomed.
Sarbast M. Rasheed, Daniel W. Stashuk, Mohamed S. Kamel
2009 — ch.
Quantization of Continuous Data for Pattern Based Rule Extraction.
Encyclopedia of Data Warehousing and Mining
Andrew Hamilton-Wright, Daniel W. Stashuk
2009 — ch.
Visualization Techniques for Confidence Based Data.
Encyclopedia of Data Warehousing and Mining
Andrew Hamilton-Wright, Daniel W. Stashuk
2008 J jnl
A software package for interactive motor unit potential classification using fuzzy k-NN classifier.
Comput. Methods Programs Biomed.
Sarbast M. Rasheed, Daniel W. Stashuk, Mohamed Kamel
2008 J jnl
An interactive environment for motor unit potential classification using certainty-based classifiers.
Simul. Model. Pract. Theory
Sarbast M. Rasheed, Daniel W. Stashuk, Mohamed Kamel
2008 J jnl
Diversity-based combination of non-parametric classifiers for EMG signal decomposition.
Pattern Anal. Appl.
Sarbast M. Rasheed, Daniel W. Stashuk, Mohamed S. Kamel
2008 J jnl
Fusion of multiple classifiers for motor unit potential sorting.
Biomed. Signal Process. Control.
Sarbast M. Rasheed, Daniel W. Stashuk, Mohamed Kamel
2008 — ch.
Statistically Based Pattern Discovery Techniques for Biological Data Analysis.
Applications of Computational Intelligence in Biology
Andrew Hamilton-Wright, Daniel W. Stashuk
2007 J jnl
A Hybrid Classifier Fusion Approach for Motor Unit Potential Classification During EMG Signal Decomposition.
IEEE Trans. Biomed. Eng.
Sarbast M. Rasheed, Daniel W. Stashuk, Mohamed Kamel
2007 J jnl
Fuzzy Classification Using Pattern Discovery.
IEEE Trans. Fuzzy Syst.
Andrew Hamilton-Wright, Daniel W. Stashuk, Hamid R. Tizhoosh
2006 J jnl
Adaptive certainty-based classification for decomposition of EMG signals.
Medical Biol. Eng. Comput.
Sarbast M. Rasheed, Daniel W. Stashuk, Mohamed Kamel
2006 C conf
Clinical Characterization of Electromyographic Data Using Computational Tools.
CIBCB
Andrew Hamilton-Wright, Daniel W. Stashuk
2006 J jnl
Transparent Decision Support Using Statistical Reasoning and Fuzzy Inference.
IEEE Trans. Knowl. Data Eng.
Andrew Hamilton-Wright, Daniel W. Stashuk
2005 B conf
Comparing "pattern discovery" and back-propagation classifiers.
IJCNN
Andrew Hamilton-Wright, Daniel W. Stashuk
2005 J jnl
Physiologically based simulation of clinical EMG signals.
IEEE Trans. Biomed. Eng.
Andrew Hamilton-Wright, Daniel W. Stashuk
2004 — conf
Multi-classification techniques applied to EMG signal decomposition.
SMC (2)
Sarbast M. Rasheed, Daniel W. Stashuk, Mohamed S. Kamel
1992 J jnl
Detection of motor unit action potentials with surface electrodes: influence of electrode size and spacing.
Biol. Cybern.
Andrew J. Fuglevand, David A. Winter, Aftab E. Patla, Daniel W. Stashuk
1992 J jnl
Probabilistic inference-based classification applied to myoelectric signal decomposition.
IEEE Trans. Biomed. Eng.
Daniel W. Stashuk, Rodrick K. Naphan
1988 J jnl
Automatic decomposition of selective needle-detected myoelectric signals.
IEEE Trans. Biomed. Eng.
Daniel W. Stashuk, Hubert de Bruin