A Combined Ant Colony and Differential Evolution Feature Selection Algorithm. - Rami N. Khushaba; Ahmed Al-Ani; Akram AlSukker; Adel Al-Jumaily (ANTS Conference, 2008)

A Hybrid Nonlinear-Discriminant Analysis Feature Projection Technique. - Rami N. Khushaba; Ahmed Al-Ani; Adel Al-Jumaily; Hung T. Nguyen 001 (Australasian Conference on Artificial Intelligence, 2008)

Feature Subset Selection Using Differential Evolution. - Rami N. Khushaba; Ahmed Al-Ani; Adel Al-Jumaily (ICONIP (1), 2008)

Differential evolution basedfeature subset selection. - Rami N. Khushaba; Ahmed Al-Ani; Adel Al-Jumaily (ICPR, 2008)

A novel swarm based feature selection algorithm in multifunction myoelectric control. - Rami N. Khushaba; Akram AlSukker; Ahmed Al-Ani; Adel Al-Jumaily; Albert Y. Zomaya (J. Intell. Fuzzy Syst., 2009)

Evolutionary fuzzy discriminant analysis feature projection technique in myoelectric control. - Rami N. Khushaba; Adel Al-Jumaily; Ahmed Al-Ani (Pattern Recognit. Lett., 2009)

Swarm Based Fuzzy Discriminant Analysis for Multifunction Prosthesis Control. - Rami N. Khushaba; Ahmed Al-Ani; Adel Al-Jumaily (ANNPR, 2010)

Orthogonal Locality Sensitive Fuzzy Discriminant Analysis in Sleep-Stage Scoring. - Rami N. Khushaba; Rosalind Elliott; Akram AlSukker; Ahmed Al-Ani; Sharon McKinley (ICPR, 2010)

Enhancing the diversity of genetic algorithm for improved feature selection. - Akram AlSukker; Rami N. Khushaba; Ahmed Al-Ani (SMC, 2010)

Orthogonal Fuzzy Neighborhood Discriminant Analysis for Multifunction Myoelectric Hand Control. - Rami N. Khushaba; Ahmed Al-Ani; Adel Al-Jumaily (IEEE Trans. Biomed. Eng., 2010)

Application of biosignal-driven intelligent systems for multifunction prosthesis control - Rami N. Khushaba (2010)

Intelligent driver drowsiness detection system using Uncorrelated Fuzzy Locality Preserving Analysis. - Rami N. Khushaba; Sarath Kodagoda; Sara Lal; Gamini Dissanayake (IROS, 2011)

Feature subset selection using differential evolution and a statistical repair mechanism. - Rami N. Khushaba; Ahmed Al-Ani; Adel Al-Jumaily (Expert Syst. Appl., 2011)

Driver Drowsiness Classification Using Fuzzy Wavelet-Packet-Based Feature-Extraction Algorithm. - Rami N. Khushaba; Sarath Kodagoda; Sara Lal; Gamini Dissanayake (IEEE Trans. Biomed. Eng., 2011)

A Population Based Feature Subset Selection Algorithm Guided by Fuzzy Feature Dependency. - Ahmed Al-Ani; Rami N. Khushaba (AMLTA, 2012)

Electromyogram (EMG) feature reduction using Mutual Components Analysis for multifunction prosthetic fingers control. - Rami N. Khushaba; Sarath Kodagoda (ICARCV, 2012)

Application of CRF and SVM based semi-supervised learning for semantic labeling of environments. - Lei Shi 013; Rami N. Khushaba; Sarath Kodagoda; Gamini Dissanayake (ICARCV, 2012)

Towards speed-independent road-type classification. - Shifeng Wang; Rami N. Khushaba; Sarath Kodagoda (ICARCV, 2012)

A neuroscientific approach to choice modeling: Electroencephalogram (EEG) and user preferences. - Rami N. Khushaba; Sarath Kodagoda; Gamini Dissanayake; Luke Greenacre; Sandra Burke; Jordan J. Louviere (IJCNN, 2012)

Time-dependent spectral features for limb position invariant myoelectric pattern recognition. - Rami N. Khushaba; Lei Shi 013; Sarath Kodagoda (ISCIT, 2012)

Choice modeling and the brain: A study on the Electroencephalogram (EEG) of preferences. - Rami N. Khushaba; Luke Greenacre; Sarath Kodagoda; Jordan J. Louviere; Sandra Burke; Gamini Dissanayake (Expert Syst. Appl., 2012)

Toward improved control of prosthetic fingers using surface electromyogram (EMG) signals. - Rami N. Khushaba; Sarath Kodagoda; Maen Takruri; Gamini Dissanayake (Expert Syst. Appl., 2012)

Two-channel surface electromyography for individual and combined finger movements. - Khairul Anam; Rami N. Khushaba; Adel Al-Jumaily (EMBC, 2013)

Muscle computer interfaces for driver distraction reduction. - Rami N. Khushaba; Sarath Kodagoda; Dikai Liu; Gamini Dissanayake (Comput. Methods Programs Biomed., 2013)

Consumer neuroscience: Assessing the brain response to marketing stimuli using electroencephalogram (EEG) and eye tracking. - Rami N. Khushaba; Chelsea Wise; Sarath Kodagoda; Jordan J. Louviere; Barbara E. Kahn; Claudia Townsend (Expert Syst. Appl., 2013)

Uncorrelated fuzzy neighborhood preserving analysis based feature projection for driver drowsiness recognition. - Rami N. Khushaba; Sarath Kodagoda; Sara Lal; Gamini Dissanayake (Fuzzy Sets Syst., 2013)

Feature subset selection using differential evolution and a wheel based search strategy. - Ahmed Al-Ani; Akram AlSukker; Rami N. Khushaba (Swarm Evol. Comput., 2013)

Towards limb position invariant myoelectric pattern recognition using time-dependent spectral features. - Rami N. Khushaba; Maen Takruri; Jaime Valls Miró; Sarath Kodagoda (Neural Networks, 2014)

Influence of multiple dynamic factors on the performance of myoelectric pattern recognition. - Rami N. Khushaba; Ali Al-Timemy; Sarath Kodagoda (EMBC, 2015)

Selecting the optimal movement subset with different pattern recognition based EMG control algorithms. - Ali Al-Timemy; Rami N. Khushaba; Javier Escudero (EMBC, 2016)

Myoelectric feature extraction using temporal-spatial descriptors for multifunction prosthetic hand control. - Rami N. Khushaba; Ali Al-Timemy; Ahmed Al-Ani; Adel Al-Jumaily (EMBC, 2016)

A dynamic channel selection algorithm for the classification of EEG and EMG data. - Ahmed Al-Ani; Irena Koprinska; Ganesh R. Naik; Rami N. Khushaba (IJCNN, 2016)

A fusion of time-domain descriptors for improved myoelectric hand control. - Rami N. Khushaba; Ahmed Al-Ani; Ali Al-Timemy; Adel Al-Jumaily (SSCI, 2016)

Combined influence of forearm orientation and muscular contraction on EMG pattern recognition. - Rami N. Khushaba; Ali Al-Timemy; Sarath Kodagoda; Kianoush Nazarpour (Expert Syst. Appl., 2016)

Monitoring of nocturnal central sleep apnea in Heart failure patients using noncontact respiratory differences. - Rami N. Khushaba; Jeff Armitstead; Klaus Schindhelm (EMBC, 2017)

Spatio-Temporal Inertial Measurements Feature Extraction Improves Hand Movement Pattern Recognition without Electromyography. - Rami N. Khushaba; Agamemnon Krasoulis; Adel Al-Jumaily; Kianoush Nazarpour (EMBC, 2018)

Evaluation of Time-Domain Features of Sensory ENG Signals. - Carolina Silveira; Emma Brunton; Rami N. Khushaba; Kianoush Nazarpour (EMBC, 2018)

Feature Extraction and Selection for Myoelectric Control Based on Wearable EMG Sensors. - Angkoon Phinyomark; Rami N. Khushaba; Erik J. Scheme (Sensors, 2018)

Spatially Filtered Low-Density EMG and Time-Domain Descriptors Improves Hand Movement Recognition. - Ahmed A. Al Taee; Rami N. Khushaba; Adel Al-Jumaily (EMBC, 2019)

Differences in EMG Feature Space between Able-Bodied and Amputee Subjects for Myoelectric Control. - Evan Campbell; Angkoon Phinyomark; Ali H. Al-Timemy; Rami N. Khushaba; Giovanni Petri; Erik J. Scheme (NER, 2019)

Recurrent Fusion of Time-Domain Descriptors Improves EMG-based Hand Movement Recognition. - Ahmed A. Al Taee; Rami N. Khushaba; Ali H. Al-Timemy; Adel Al-Jumaily (EMBC, 2020)

A Position Weight Matrix Feature Extraction Algorithm Improves Hand Gesture Recognition. - Abderrazak Chahid; Rami N. Khushaba; Adel Al-Jumaily; Taous-Meriem Laleg-Kirati (EMBC, 2020)

EMG-Based Hand Gesture Classification with Long Short-Term Memory Deep Recurrent Neural Networks. - Milad Jabbari; Rami N. Khushaba; Kianoush Nazarpour (EMBC, 2020)

An Efficient Mixture of Deep and Machine Learning Models for COVID-19 and Tuberculosis Detection Using X-Ray Images in Resource Limited Settings. - Ali H. Al-Timemy; Rami N. Khushaba; Zahraa M. Mosa; Javier Escudero (CoRR, 2020)

Recursive Multi-Signal Temporal Fusions With Attention Mechanism Improves EMG Feature Extraction. - Rami N. Khushaba; Angkoon Phinyomark; Ali H. Al-Timemy; Erik J. Scheme (IEEE Trans. Artif. Intell., 2020)

Cardinality and Short-Term Memory Concepts based Novel Feature Extraction for Myoelectric Pattern Recognition. - Ahmed A. Al Taee; Rami N. Khushaba; Tanveer A. Zia; Adel Al-Jumaily (EMBC, 2021)

Combined Dynamic Time Warping and Spatiotemporal Attention for Myoelectric Control. - Milad Jabbari; Rami N. Khushaba; Kianoush Nazarpour (EMBC, 2021)

A long short-term recurrent spatial-temporal fusion for myoelectric pattern recognition. - Rami N. Khushaba; Erik J. Scheme; Ali H. Al-Timemy; Angkoon Phinyomark; Ahmed A. Al Taee; Adel Al-Jumaily (Expert Syst. Appl., 2021)

Decoding HD-EMG Signals for Myoelectric Control - How Small Can the Analysis Window Size be? - Rami N. Khushaba; Kianoush Nazarpour (IEEE Robotics Autom. Lett., 2021)

Feature Extraction Using Wavelet Scattering Transform Coefficients for EMG Pattern Classification. - Ahmad A. Al-Taee; Rami N. Khushaba; Tanveer A. Zia; Adel Al-Jumaily (AI, 2022)

Predicting Geological Material Types Using Ground Penetrating Radar. - Oliver Fleming; Adrian Ball; Rami N. Khushaba (AI, 2022)

Inference of Geological Material Groups Using Structural Monitoring Sensors on Excavators. - Liyang Liu; Mehala Balamurali; Katherine L. Silversides; Rami N. Khushaba (AI, 2022)

The Effectiveness of Narrowing the Window size for LD & HD EMG Channels based on Novel Deep Learning Wavelet Scattering Transform Feature Extraction Approach. - Ahmed A. Al Taee; Rami N. Khushaba; Tanveer A. Zia; Adel Al-Jumaily (EMBC, 2022)

A Framework to Address the Challenges of Surface Mining through Appropriate Sensing and Perception. - Mehala Balamurali; Andrew John Hill; Javier Martinez; Rami N. Khushaba; Liyang Liu; Najmeh Kamyabpour; Ehsan Mihankhah (ICARCV, 2022)

Deep Learning Inspired Feature Engineering for Classifying Tremor Severity. - Ahmad A. Al-Taee; Seyedehmarzieh Hosseini; Rami N. Khushaba; Tanveer A. Zia; Chin-Teng Lin; Adel Al-Jumaily (IEEE Access, 2022)

Hand Gesture Recognition With Acoustic Myography and Wavelet Scattering Transform. - Ali H. Al-Timemy; Youssef Serrestou; Rami N. Khushaba; Slim Yacoub; Kosai Raoof (IEEE Access, 2022)

A Machine Learning Approach for Material Type Logging and Chemical Assaying from Autonomous Measure-While-Drilling (MWD) Data. - Rami N. Khushaba; Arman Melkumyan; Andrew J. Hill (CoRR, 2022)

Radar-Based Materials Classification Using Deep Wavelet Scattering Transform: A Comparison of Centimeter vs. Millimeter Wave Units. - Rami N. Khushaba; Andrew John Hill (IEEE Robotics Autom. Lett., 2022)

Myoelectric Control With Fixed Convolution-Based Time-Domain Feature Extraction: Exploring the Spatio-Temporal Interaction. - Rami N. Khushaba; Ali H. Al-Timemy; Oluwarotimi Williams Samuel; Erik J. Scheme (IEEE Trans. Hum. Mach. Syst., 2022)

Hand Force Estimation from Acoustic Myography Using Deep Wavelet Scattering Transform and Long Short-Term Memory. - Ali H. Al-Timemy; Youssef Serrestou; Slim Yacoub; Kosai Raoof; Rami N. Khushaba (EMBC, 2023)

Deep Scattering Transform with Attention Mechanisms Improves EMG-based Hand Gesture Recognition. - Ahmed A. Al Taee; Rami N. Khushaba; Tanveer A. Zia; Adel Al-Jumaily (EMBC, 2023)

Deep Hand Gesture Recognition: A Wavelet Scattering Alternative to Convolutional Networks. - Adel Al-Jumaily; Rami N. Khushaba (SSP, 2023)

Multiresolution Dual-Polynomial Decomposition Approach for Optimized Characterization of Motor Intent in Myoelectric Control Systems. - Oluwarotimi Williams Samuel; Mojisola Grace Asogbon; Rami N. Khushaba; Frank Kulwa; Guanglin Li 001 (IEEE Trans. Biomed. Eng., 2023)

Modem Myoelectric Control - Is it Time to Change the Algorithmic Focus? - Rami N. Khushaba; Oluwarotimi Williams Samuel; Ali H. Al-Timemy; Guanglin Li 001 (EMBC, 2024)

An Efficient Deep Transfer Learning Network for Characterization of Stroke Patients' Motor Execution from Multi-Channel EEG-Recordings. - Oluwarotimi Williams Samuel; Mojisola Grace Asogbon; Frank Kulwa; Alistair A. McEwan; Sunday Timothy Aboyeji; Rami N. Khushaba; Peng Fang 001; Guanglin Li 001 (EMBC, 2024)

A Multidataset Characterization of Window-Based Hyperparameters for Deep CNN-Driven sEMG Pattern Recognition. - Frank Kulwa; Haoshi Zhang; Oluwarotimi Williams Samuel; Mojisola Grace Asogbon; Erik J. Scheme; Rami N. Khushaba; Alistair A. McEwan; Guanglin Li 001 (IEEE Trans. Hum. Mach. Syst., 2024)

Phasor-Based Myoelectric Synergy Features: A Fast Hand-Crafted Feature Extraction Scheme for Boosting Performance in Gait Phase Recognition. - Andrea Tigrini; Rami Mobarak; Alessandro Mengarelli; Rami N. Khushaba; Ali H. Al-Timemy; Federica Verdini; Ennio Gambi; Sandro Fioretti; Laura Burattini (Sensors, 2024)