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ORCIDRami N. Khushaba
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2020 – today
- 2024
[j24]Andrea Tigrini
, Rami Mobarak, Alessandro Mengarelli, Rami N. Khushaba, Ali H. Al-Timemy, Federica Verdini, Ennio Gambi, Sandro Fioretti, Laura Burattini:
Phasor-Based Myoelectric Synergy Features: A Fast Hand-Crafted Feature Extraction Scheme for Boosting Performance in Gait Phase Recognition. Sensors 24(17): 5828 (2024)- [j23]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): 131-142 (2024) - 2023
- [j22]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): 1516-1527 (2023) - [c38]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: 1-4 - [c37]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: 1-4 - [c36]Adel Al-Jumaily, Rami N. Khushaba:
Deep Hand Gesture Recognition: A Wavelet Scattering Alternative to Convolutional Networks. SSP 2023: 438-442 - 2022
- [j21]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: 105377-105386 (2022) - [j20]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: 107526-107535 (2022) - [j19]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): 2016-2022 (2022) - [j18]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): 1247-1257 (2022) - [c35]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: 181-189 - [c34]Oliver Fleming, Adrian Ball, Rami N. Khushaba:
Predicting Geological Material Types Using Ground Penetrating Radar. AI 2022: 267-278 - [c33]Liyang Liu, Mehala Balamurali, Katherine L. Silversides, Rami N. Khushaba:
Inference of Geological Material Groups Using Structural Monitoring Sensors on Excavators. AI 2022: 787-797 - [c32]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: 3698-3701 - [c31]Mehala Balamurali, Andrew John Hill, Javier 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: 261-267 - [i4]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 abs/2202.02959 (2022) - [i3]Rami N. Khushaba, Andrew J. Hill:
Radar-based Materials Classification Using Deep Wavelet Scattering Transform: A Comparison of Centimeter vs. Millimeter Wave Units. CoRR abs/2202.05169 (2022) - [i2]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 abs/2211.07378 (2022) - 2021
- [j17]Rami N. Khushaba, Erik J. Scheme, Ali H. Al-Timemy, Angkoon Phinyomark, Ahmed A. Al Taee, Adel Al-Jumaily:
A long short-term recurrent spatial-temporal fusion for myoelectric pattern recognition. Expert Syst. Appl. 178: 114977 (2021) - [j16]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): 8569-8574 (2021) - [c30]Ahmed A. Al Taee, 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: 708-712 - [c29]Milad Jabbari, Rami N. Khushaba, Kianoush Nazarpour:
Combined Dynamic Time Warping and Spatiotemporal Attention for Myoelectric Control. EMBC 2021: 5940-5943 - 2020
- [j15]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): 139-150 (2020) - [c28]Ahmed A. Al Taee, Rami N. Khushaba, Ali H. Al-Timemy, Adel Al-Jumaily:
Recurrent Fusion of Time-Domain Descriptors Improves EMG-based Hand Movement Recognition. EMBC 2020: 657-661 - [c27]Milad Jabbari, Rami N. Khushaba, Kianoush Nazarpour:
EMG-Based Hand Gesture Classification with Long Short-Term Memory Deep Recurrent Neural Networks. EMBC 2020: 3302-3305 - [c26]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: 5765-5768 - [i1]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 abs/2007.08223 (2020)
2010 – 2019
- 2019
- [c25]Ahmed A. Al Taee, Rami N. Khushaba, Adel Al-Jumaily:
Spatially Filtered Low-Density EMG and Time-Domain Descriptors Improves Hand Movement Recognition. EMBC 2019: 2671-2674 - [c24]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: 33-36 - 2018
- [j14]Angkoon Phinyomark, Rami N. Khushaba, Erik J. Scheme:
Feature Extraction and Selection for Myoelectric Control Based on Wearable EMG Sensors. Sensors 18(5): 1615 (2018) - [c23]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: 2108-2111 - [c22]Carolina Silveira, Emma Brunton, Rami N. Khushaba, Kianoush Nazarpour:
Evaluation of Time-Domain Features of Sensory ENG Signals. EMBC 2018: 2438-2441 - 2017
- [c21]Rami N. Khushaba, Jeff Armitstead, Klaus Schindhelm:
Monitoring of nocturnal central sleep apnea in Heart failure patients using noncontact respiratory differences. EMBC 2017: 1534-1538 - 2016
- [j13]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: 154-161 (2016) - [c20]Ali Al-Timemy, Rami N. Khushaba, Javier Escudero:
Selecting the optimal movement subset with different pattern recognition based EMG control algorithms. EMBC 2016: 315-318 - [c19]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: 1696-1699 - [c18]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: 4076-4081 - [c17]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: 1-6 - 2015
- [c16]Rami N. Khushaba, Ali Al-Timemy, Sarath Kodagoda:
Influence of multiple dynamic factors on the performance of myoelectric pattern recognition. EMBC 2015: 1679-1682 - 2014
- [j12]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: 42-58 (2014) - 2013
- [j11]Rami N. Khushaba, Sarath Kodagoda, Dikai Liu, Gamini Dissanayake:
Muscle computer interfaces for driver distraction reduction. Comput. Methods Programs Biomed. 110(2): 137-149 (2013) - [j10]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): 3803-3812 (2013) - [j9]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: 90-111 (2013) - [j8]Ahmed Al-Ani, Akram AlSukker, Rami N. Khushaba:
Feature subset selection using differential evolution and a wheel based search strategy. Swarm Evol. Comput. 9: 15-26 (2013) - [c15]Khairul Anam, Rami N. Khushaba, Adel Al-Jumaily:
Two-channel surface electromyography for individual and combined finger movements. EMBC 2013: 4961-4964 - 2012
- [j7]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): 10731-10738 (2012) - [j6]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): 12378-12388 (2012) - [c14]Ahmed Al-Ani, Rami N. Khushaba:
A Population Based Feature Subset Selection Algorithm Guided by Fuzzy Feature Dependency. AMLTA 2012: 430-438 - [c13]Shifeng Wang, Rami N. Khushaba, Sarath Kodagoda:
Towards speed-independent road-type classification. ICARCV 2012: 614-619 - [c12]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: 835-840 - [c11]Rami N. Khushaba, Sarath Kodagoda:
Electromyogram (EMG) feature reduction using Mutual Components Analysis for multifunction prosthetic fingers control. ICARCV 2012: 1534-1539 - [c10]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: 1-8 - [c9]Rami N. Khushaba, Lei Shi, Sarath Kodagoda:
Time-dependent spectral features for limb position invariant myoelectric pattern recognition. ISCIT 2012: 1015-1020 - 2011
- [j5]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): 11515-11526 (2011) - [j4]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): 121-131 (2011) - [c8]Rami N. Khushaba, Sarath Kodagoda, Sara Lal, Gamini Dissanayake:
Intelligent driver drowsiness detection system using Uncorrelated Fuzzy Locality Preserving Analysis. IROS 2011: 4608-4614 - 2010
- [b1]Rami N. Khushaba:
Application of biosignal-driven intelligent systems for multifunction prosthesis control. University of Technology Sydney, Australia, 2010 - [j3]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): 1410-1419 (2010) - [c7]Rami N. Khushaba, Ahmed Al-Ani, Adel Al-Jumaily:
Swarm Based Fuzzy Discriminant Analysis for Multifunction Prosthesis Control. ANNPR 2010: 197-206 - [c6]Rami N. Khushaba, Rosalind Elliott, Akram AlSukker, Ahmed Al-Ani, Sharon McKinley:
Orthogonal Locality Sensitive Fuzzy Discriminant Analysis in Sleep-Stage Scoring. ICPR 2010: 165-168 - [c5]Akram AlSukker, Rami N. Khushaba, Ahmed Al-Ani:
Enhancing the diversity of genetic algorithm for improved feature selection. SMC 2010: 1325-1331
2000 – 2009
- 2009
- [j2]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): 175-185 (2009) - [j1]Rami N. Khushaba, Adel Al-Jumaily, Ahmed Al-Ani:
Evolutionary fuzzy discriminant analysis feature projection technique in myoelectric control. Pattern Recognit. Lett. 30(7): 699-707 (2009) - 2008
- [c4]Rami N. Khushaba, Ahmed Al-Ani, Akram AlSukker, Adel Al-Jumaily:
A Combined Ant Colony and Differential Evolution Feature Selection Algorithm. ANTS Conference 2008: 1-12 - [c3]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: 544-550 - [c2]Rami N. Khushaba, Ahmed Al-Ani, Adel Al-Jumaily:
Feature Subset Selection Using Differential Evolution. ICONIP (1) 2008: 103-110 - [c1]Rami N. Khushaba, Ahmed Al-Ani, Adel Al-Jumaily:
Differential evolution basedfeature subset selection. ICPR 2008: 1-4
Coauthor Index
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last updated on 2024-10-04 20:03 CEST by the dblp team
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