Rami N. Khushaba
Orcid: 0000-0001-8528-8979
According to our database1,
Rami N. Khushaba
authored at least 64 papers
between 2008 and 2024.
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Bibliography
2024
A Multidataset Characterization of Window-Based Hyperparameters for Deep CNN-Driven sEMG Pattern Recognition.
IEEE Trans. Hum. Mach. Syst., February, 2024
2023
Multiresolution Dual-Polynomial Decomposition Approach for Optimized Characterization of Motor Intent in Myoelectric Control Systems.
IEEE Trans. Biomed. Eng., May, 2023
Deep Hand Gesture Recognition: A Wavelet Scattering Alternative to Convolutional Networks.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2023
Deep Scattering Transform with Attention Mechanisms Improves EMG-based Hand Gesture Recognition.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Hand Force Estimation from Acoustic Myography Using Deep Wavelet Scattering Transform and Long Short-Term Memory.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
Myoelectric Control With Fixed Convolution-Based Time-Domain Feature Extraction: Exploring the Spatio-Temporal Interaction.
IEEE Trans. Hum. Mach. Syst., 2022
Radar-Based Materials Classification Using Deep Wavelet Scattering Transform: A Comparison of Centimeter vs. Millimeter Wave Units.
IEEE Robotics Autom. Lett., 2022
A Machine Learning Approach for Material Type Logging and Chemical Assaying from Autonomous Measure-While-Drilling (MWD) Data.
CoRR, 2022
IEEE Access, 2022
IEEE Access, 2022
A Framework to Address the Challenges of Surface Mining through Appropriate Sensing and Perception.
Proceedings of the 17th International Conference on Control, 2022
The Effectiveness of Narrowing the Window size for LD & HD EMG Channels based on Novel Deep Learning Wavelet Scattering Transform Feature Extraction Approach.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Inference of Geological Material Groups Using Structural Monitoring Sensors on Excavators.
Proceedings of the AI 2021: Advances in Artificial Intelligence, 2022
Proceedings of the AI 2021: Advances in Artificial Intelligence, 2022
Feature Extraction Using Wavelet Scattering Transform Coefficients for EMG Pattern Classification.
Proceedings of the AI 2021: Advances in Artificial Intelligence, 2022
2021
Decoding HD-EMG Signals for Myoelectric Control - How Small Can the Analysis Window Size be?
IEEE Robotics Autom. Lett., 2021
A long short-term recurrent spatial-temporal fusion for myoelectric pattern recognition.
Expert Syst. Appl., 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Cardinality and Short-Term Memory Concepts based Novel Feature Extraction for Myoelectric Pattern Recognition.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Recursive Multi-Signal Temporal Fusions With Attention Mechanism Improves EMG Feature Extraction.
IEEE Trans. Artif. Intell., 2020
An Efficient Mixture of Deep and Machine Learning Models for COVID-19 and Tuberculosis Detection Using X-Ray Images in Resource Limited Settings.
CoRR, 2020
EMG-Based Hand Gesture Classification with Long Short-Term Memory Deep Recurrent Neural Networks.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
A Position Weight Matrix Feature Extraction Algorithm Improves Hand Gesture Recognition.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Recurrent Fusion of Time-Domain Descriptors Improves EMG-based Hand Movement Recognition.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Differences in EMG Feature Space between Able-Bodied and Amputee Subjects for Myoelectric Control.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
Spatially Filtered Low-Density EMG and Time-Domain Descriptors Improves Hand Movement Recognition.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
Feature Extraction and Selection for Myoelectric Control Based on Wearable EMG Sensors.
Sensors, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Spatio-Temporal Inertial Measurements Feature Extraction Improves Hand Movement Pattern Recognition without Electromyography.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Monitoring of nocturnal central sleep apnea in Heart failure patients using noncontact respiratory differences.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Combined influence of forearm orientation and muscular contraction on EMG pattern recognition.
Expert Syst. Appl., 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Myoelectric feature extraction using temporal-spatial descriptors for multifunction prosthetic hand control.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Selecting the optimal movement subset with different pattern recognition based EMG control algorithms.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Influence of multiple dynamic factors on the performance of myoelectric pattern recognition.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Towards limb position invariant myoelectric pattern recognition using time-dependent spectral features.
Neural Networks, 2014
2013
Feature subset selection using differential evolution and a wheel based search strategy.
Swarm Evol. Comput., 2013
Uncorrelated fuzzy neighborhood preserving analysis based feature projection for driver drowsiness recognition.
Fuzzy Sets Syst., 2013
Consumer neuroscience: Assessing the brain response to marketing stimuli using electroencephalogram (EEG) and eye tracking.
Expert Syst. Appl., 2013
Comput. Methods Programs Biomed., 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Toward improved control of prosthetic fingers using surface electromyogram (EMG) signals.
Expert Syst. Appl., 2012
Choice modeling and the brain: A study on the Electroencephalogram (EEG) of preferences.
Expert Syst. Appl., 2012
Time-dependent spectral features for limb position invariant myoelectric pattern recognition.
Proceedings of the International Symposium on Communications and Information Technologies, 2012
A neuroscientific approach to choice modeling: Electroencephalogram (EEG) and user preferences.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the 12th International Conference on Control Automation Robotics & Vision, 2012
Application of CRF and SVM based semi-supervised learning for semantic labeling of environments.
Proceedings of the 12th International Conference on Control Automation Robotics & Vision, 2012
Electromyogram (EMG) feature reduction using Mutual Components Analysis for multifunction prosthetic fingers control.
Proceedings of the 12th International Conference on Control Automation Robotics & Vision, 2012
A Population Based Feature Subset Selection Algorithm Guided by Fuzzy Feature Dependency.
Proceedings of the Advanced Machine Learning Technologies and Applications, 2012
2011
Driver Drowsiness Classification Using Fuzzy Wavelet-Packet-Based Feature-Extraction Algorithm.
IEEE Trans. Biomed. Eng., 2011
Feature subset selection using differential evolution and a statistical repair mechanism.
Expert Syst. Appl., 2011
Intelligent driver drowsiness detection system using Uncorrelated Fuzzy Locality Preserving Analysis.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011
2010
Application of biosignal-driven intelligent systems for multifunction prosthesis control
PhD thesis, 2010
Orthogonal Fuzzy Neighborhood Discriminant Analysis for Multifunction Myoelectric Hand Control.
IEEE Trans. Biomed. Eng., 2010
Proceedings of the IEEE International Conference on Systems, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2010
2009
Evolutionary fuzzy discriminant analysis feature projection technique in myoelectric control.
Pattern Recognit. Lett., 2009
A novel swarm based feature selection algorithm in multifunction myoelectric control.
J. Intell. Fuzzy Syst., 2009
2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Proceedings of the AI 2008: Advances in Artificial Intelligence, 2008
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2008