Rami N. Khushaba

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 37

Top Topics

Feature Extraction

Top Venues

IEEE Robotics Autom. Lett.

Publications

Frank Kulwa, Haoshi Zhang, Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Erik J. Scheme, Rami N. Khushaba, Alistair A. McEwan, Guanglin Li
A Multidataset Characterization of Window-Based Hyperparameters for Deep CNN-Driven sEMG Pattern Recognition. IEEE Trans. Hum. Mach. Syst. 54 (1) (2024)
Ali H. Al-Timemy, Youssef Serrestou, Slim Yacoub, Kosai Raoof, Rami N. Khushaba
Hand Force Estimation from Acoustic Myography Using Deep Wavelet Scattering Transform and Long Short-Term Memory. EMBC (2023)
Adel Al-Jumaily, Rami N. Khushaba
Deep Hand Gesture Recognition: A Wavelet Scattering Alternative to Convolutional Networks. SSP (2023)
Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Rami N. Khushaba, Frank Kulwa, Guanglin Li
Multiresolution Dual-Polynomial Decomposition Approach for Optimized Characterization of Motor Intent in Myoelectric Control Systems. IEEE Trans. Biomed. Eng. 70 (5) (2023)
Ahmed A. Al Taee, Rami N. Khushaba, Tanveer A. Zia, Adel Al-Jumaily
Deep Scattering Transform with Attention Mechanisms Improves EMG-based Hand Gesture Recognition. EMBC (2023)
Rami N. Khushaba, Arman Melkumyan, Andrew J. Hill
A Machine Learning Approach for Material Type Logging and Chemical Assaying from Autonomous Measure-While-Drilling (MWD) Data. CoRR (2022)
Rami N. Khushaba, Andrew John Hill
Radar-Based Materials Classification Using Deep Wavelet Scattering Transform: A Comparison of Centimeter vs. Millimeter Wave Units. IEEE Robotics Autom. Lett. 7 (2) (2022)
Ahmed A. Al Taee, Rami N. Khushaba, Tanveer A. Zia, Adel Al-Jumaily
The Effectiveness of Narrowing the Window size for LD & HD EMG Channels based on Novel Deep Learning Wavelet Scattering Transform Feature Extraction Approach. EMBC (2022)
Liyang Liu, Mehala Balamurali, Katherine L. Silversides, Rami N. Khushaba
Inference of Geological Material Groups Using Structural Monitoring Sensors on Excavators. AI (2022)
Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Rami N. Khushaba, Frank Kulwa, Guanglin Li
Multiresolution Dual-Polynomial Decomposition Approach for Optimized Characterization of Motor Intent in Myoelectric Control Systems. CoRR (2022)
Ahmad A. Al-Taee, Rami N. Khushaba, Tanveer A. Zia, Adel Al-Jumaily
Feature Extraction Using Wavelet Scattering Transform Coefficients for EMG Pattern Classification. AI (2022)
Ali H. Al-Timemy, Youssef Serrestou, Rami N. Khushaba, Slim Yacoub, Kosai Raoof
Hand Gesture Recognition With Acoustic Myography and Wavelet Scattering Transform. IEEE Access 10 (2022)
Mehala Balamurali, Andrew John Hill, J. Martinez, Rami N. Khushaba, Liyang Liu, Najmeh Kamyabpour, Ehsan Mihankhah
A Framework to Address the Challenges of Surface Mining through Appropriate Sensing and Perception. ICARCV (2022)
Ahmad A. Al-Taee, Seyedehmarzieh Hosseini, Rami N. Khushaba, Tanveer A. Zia, Chin-Teng Lin, Adel Al-Jumaily
Deep Learning Inspired Feature Engineering for Classifying Tremor Severity. IEEE Access 10 (2022)
Oliver Fleming, Adrian Ball, Rami N. Khushaba
Predicting Geological Material Types Using Ground Penetrating Radar. AI (2022)
Rami N. Khushaba, Andrew J. Hill
Radar-based Materials Classification Using Deep Wavelet Scattering Transform: A Comparison of Centimeter vs. Millimeter Wave Units. CoRR (2022)
Rami N. Khushaba, Ali H. Al-Timemy, Oluwarotimi Williams Samuel, Erik J. Scheme
Myoelectric Control With Fixed Convolution-Based Time-Domain Feature Extraction: Exploring the Spatio-Temporal Interaction. IEEE Trans. Hum. Mach. Syst. 52 (6) (2022)
Ahmed A. Al-Tae, Rami N. Khushaba, Tanveer A. Zia, Adel Al-Jumaily
Cardinality and Short-Term Memory Concepts based Novel Feature Extraction for Myoelectric Pattern Recognition. EMBC (2021)
Milad Jabbari, Rami N. Khushaba, Kianoush Nazarpour
Combined Dynamic Time Warping and Spatiotemporal Attention for Myoelectric Control. EMBC (2021)
Rami N. Khushaba, Erik J. Scheme, Ali H. Al-Timemy, Angkoon Phinyomark, Ahmed A. Al-Tae, Adel Al-Jumaily
A long short-term recurrent spatial-temporal fusion for myoelectric pattern recognition. Expert Syst. Appl. 178 (2021)
Rami N. Khushaba, Kianoush Nazarpour
Decoding HD-EMG Signals for Myoelectric Control - How Small Can the Analysis Window Size be? IEEE Robotics Autom. Lett. 6 (4) (2021)
Rami N. Khushaba, Angkoon Phinyomark, Ali H. Al-Timemy, Erik J. Scheme
Recursive Multi-Signal Temporal Fusions With Attention Mechanism Improves EMG Feature Extraction. IEEE Trans. Artif. Intell. 1 (2) (2020)
Milad Jabbari, Rami N. Khushaba, Kianoush Nazarpour
EMG-Based Hand Gesture Classification with Long Short-Term Memory Deep Recurrent Neural Networks. EMBC (2020)
Ahmed A. Al-Tae, Rami N. Khushaba, Ali H. Al-Timemy, Adel Al-Jumaily
Recurrent Fusion of Time-Domain Descriptors Improves EMG-based Hand Movement Recognition. EMBC (2020)
Ali H. Al-Timemy, Rami N. Khushaba, Zahraa M. Mosa, Javier Escudero
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)
Abderrazak Chahid, Rami N. Khushaba, Adel Al-Jumaily, Taous-Meriem Laleg-Kirati
A Position Weight Matrix Feature Extraction Algorithm Improves Hand Gesture Recognition. EMBC (2020)
Ahmed A. Al-Tae, Rami N. Khushaba, Adel Al-Jumaily
Spatially Filtered Low-Density EMG and Time-Domain Descriptors Improves Hand Movement Recognition. EMBC (2019)
Evan Campbell, Angkoon Phinyomark, Ali H. Al-Timemy, Rami N. Khushaba, Giovanni Petri, Erik J. Scheme
Differences in EMG Feature Space between Able-Bodied and Amputee Subjects for Myoelectric Control. NER (2019)
Carolina Silveira, Emma Brunton, Rami N. Khushaba, Kianoush Nazarpour
Evaluation of Time-Domain Features of Sensory ENG Signals. EMBC (2018)
Angkoon Phinyomark, Rami N. Khushaba, Erik J. Scheme
Feature Extraction and Selection for Myoelectric Control Based on Wearable EMG Sensors. Sensors 18 (5) (2018)
Rami N. Khushaba, Agamemnon Krasoulis, Adel Al-Jumaily, Kianoush Nazarpour
Spatio-Temporal Inertial Measurements Feature Extraction Improves Hand Movement Pattern Recognition without Electromyography. EMBC (2018)
Rami N. Khushaba, Jeff Armitstead, Klaus Schindhelm
Monitoring of nocturnal central sleep apnea in Heart failure patients using noncontact respiratory differences. EMBC (2017)
Rami N. Khushaba, Ali Al-Timemy, Ahmed Al-Ani, Adel Al-Jumaily
Myoelectric feature extraction using temporal-spatial descriptors for multifunction prosthetic hand control. EMBC (2016)
Rami N. Khushaba, Ahmed Al-Ani, Ali Al-Timemy, Adel Al-Jumaily
A fusion of time-domain descriptors for improved myoelectric hand control. SSCI (2016)
Rami N. Khushaba, Ali Al-Timemy, Sarath Kodagoda, Kianoush Nazarpour
Combined influence of forearm orientation and muscular contraction on EMG pattern recognition. Expert Syst. Appl. 61 (2016)
Ali Al-Timemy, Rami N. Khushaba, Javier Escudero
Selecting the optimal movement subset with different pattern recognition based EMG control algorithms. EMBC (2016)
Ahmed Al-Ani, Irena Koprinska, Ganesh R. Naik, Rami N. Khushaba
A dynamic channel selection algorithm for the classification of EEG and EMG data. IJCNN (2016)
Rami N. Khushaba, Ali Al-Timemy, Sarath Kodagoda
Influence of multiple dynamic factors on the performance of myoelectric pattern recognition. EMBC (2015)
Rami N. Khushaba, Maen Takruri, Jaime Valls Miró, Sarath Kodagoda
Towards limb position invariant myoelectric pattern recognition using time-dependent spectral features. Neural Networks 55 (2014)
Rami N. Khushaba, Chelsea Wise, Sarath Kodagoda, Jordan J. Louviere, Barbara E. Kahn, Claudia Townsend
Consumer neuroscience: Assessing the brain response to marketing stimuli using electroencephalogram (EEG) and eye tracking. Expert Syst. Appl. 40 (9) (2013)
Ahmed Al-Ani, Akram AlSukker, Rami N. Khushaba
Feature subset selection using differential evolution and a wheel based search strategy. Swarm Evol. Comput. 9 (2013)
Rami N. Khushaba, Sarath Kodagoda, Dikai Liu, Gamini Dissanayake
Muscle computer interfaces for driver distraction reduction. Comput. Methods Programs Biomed. 110 (2) (2013)
Rami N. Khushaba, Sarath Kodagoda, Sara Lal, Gamini Dissanayake
Uncorrelated fuzzy neighborhood preserving analysis based feature projection for driver drowsiness recognition. Fuzzy Sets Syst. 221 (2013)
Khairul Anam, Rami N. Khushaba, Adel Al-Jumaily
Two-channel surface electromyography for individual and combined finger movements. EMBC (2013)
Rami N. Khushaba, Luke Greenacre, Sarath Kodagoda, Jordan J. Louviere, Sandra Burke, Gamini Dissanayake
Choice modeling and the brain: A study on the Electroencephalogram (EEG) of preferences. Expert Syst. Appl. 39 (16) (2012)
Lei Shi, Rami N. Khushaba, Sarath Kodagoda, Gamini Dissanayake
Application of CRF and SVM based semi-supervised learning for semantic labeling of environments. ICARCV (2012)
Ahmed Al-Ani, Rami N. Khushaba
A Population Based Feature Subset Selection Algorithm Guided by Fuzzy Feature Dependency. AMLTA (2012)
Rami N. Khushaba, Lei Shi, Sarath Kodagoda
Time-dependent spectral features for limb position invariant myoelectric pattern recognition. ISCIT (2012)
Rami N. Khushaba, Sarath Kodagoda, Maen Takruri, Gamini Dissanayake
Toward improved control of prosthetic fingers using surface electromyogram (EMG) signals. Expert Syst. Appl. 39 (12) (2012)
Rami N. Khushaba, Sarath Kodagoda, Gamini Dissanayake, Luke Greenacre, Sandra Burke, Jordan J. Louviere
A neuroscientific approach to choice modeling: Electroencephalogram (EEG) and user preferences. IJCNN (2012)
Shifeng Wang, Rami N. Khushaba, Sarath Kodagoda
Towards speed-independent road-type classification. ICARCV (2012)
Rami N. Khushaba, Sarath Kodagoda
Electromyogram (EMG) feature reduction using Mutual Components Analysis for multifunction prosthetic fingers control. ICARCV (2012)
Rami N. Khushaba, Ahmed Al-Ani, Adel Al-Jumaily
Feature subset selection using differential evolution and a statistical repair mechanism. Expert Syst. Appl. 38 (9) (2011)
Rami N. Khushaba, Sarath Kodagoda, Sara Lal, Gamini Dissanayake
Intelligent driver drowsiness detection system using Uncorrelated Fuzzy Locality Preserving Analysis. IROS (2011)
Rami N. Khushaba, Sarath Kodagoda, Sara Lal, Gamini Dissanayake
Driver Drowsiness Classification Using Fuzzy Wavelet-Packet-Based Feature-Extraction Algorithm. IEEE Trans. Biomed. Eng. 58 (1) (2011)
Rami N. Khushaba, Ahmed Al-Ani, Adel Al-Jumaily
Swarm Based Fuzzy Discriminant Analysis for Multifunction Prosthesis Control. ANNPR (2010)
Akram AlSukker, Rami N. Khushaba, Ahmed Al-Ani
Enhancing the diversity of genetic algorithm for improved feature selection. SMC (2010)
Rami N. Khushaba, Ahmed Al-Ani, Adel Al-Jumaily
Orthogonal Fuzzy Neighborhood Discriminant Analysis for Multifunction Myoelectric Hand Control. IEEE Trans. Biomed. Eng. 57 (6) (2010)
Rami N. Khushaba, Rosalind Elliott, Akram AlSukker, Ahmed Al-Ani, Sharon McKinley
Orthogonal Locality Sensitive Fuzzy Discriminant Analysis in Sleep-Stage Scoring. ICPR (2010)
Rami N. Khushaba, Akram AlSukker, Ahmed Al-Ani, Adel Al-Jumaily, Albert Y. Zomaya
A novel swarm based feature selection algorithm in multifunction myoelectric control. J. Intell. Fuzzy Syst. 20 (4-5) (2009)
Rami N. Khushaba, Adel Al-Jumaily, Ahmed Al-Ani
Evolutionary fuzzy discriminant analysis feature projection technique in myoelectric control. Pattern Recognit. Lett. 30 (7) (2009)
Rami N. Khushaba, Ahmed Al-Ani, Akram AlSukker, Adel Al-Jumaily
A Combined Ant Colony and Differential Evolution Feature Selection Algorithm. ANTS Conference (2008)
Rami N. Khushaba, Ahmed Al-Ani, Adel Al-Jumaily
Differential evolution basedfeature subset selection. ICPR (2008)
Rami N. Khushaba, Ahmed Al-Ani, Adel Al-Jumaily
Feature Subset Selection Using Differential Evolution. ICONIP (1) (2008)
Rami N. Khushaba, Ahmed Al-Ani, Adel Al-Jumaily, Hung T. Nguyen
A Hybrid Nonlinear-Discriminant Analysis Feature Projection Technique. Australasian Conference on Artificial Intelligence (2008)