Rami N. Khushaba

70 papers A 1B 5C 4Misc 3Journal 29Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A NMF-Based Non-Euclidean Adaptive Feature Extraction Scheme for Limb Motion Pattern Decoding in Pattern Recognition System. IEEE Trans. Biomed. Eng. Frank Kulwa, Pengrui Tai, Doreen Sebastian Sarwatt, Mojisola Grace Asogbon, Rami N. Khushaba, Tolulope Tofunmi Oyemakinde, Sunday Timothy Aboyeji, Guanglin Li, Oluwarotimi Williams Samuel, Yongcheng Li
2024	J	`jnl`	A Multidataset Characterization of Window-Based Hyperparameters for Deep CNN-Driven sEMG Pattern Recognition. IEEE Trans. Hum. Mach. Syst. Frank Kulwa, Haoshi Zhang, Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Erik J. Scheme, Rami N. Khushaba, Alistair A. McEwan, Guanglin Li
2024	—	`conf`	An Efficient Deep Transfer Learning Network for Characterization of Stroke Patients' Motor Execution from Multi-Channel EEG-Recordings. EMBC Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Frank Kulwa, Alistair A. McEwan, Sunday Timothy Aboyeji, Rami N. Khushaba, Peng Fang, Guanglin Li
2024	—	`conf`	Modem Myoelectric Control - Is it Time to Change the Algorithmic Focus? EMBC Rami N. Khushaba, Oluwarotimi Williams Samuel, Ali H. Al-Timemy, Guanglin Li
2024	J	`jnl`	Phasor-Based Myoelectric Synergy Features: A Fast Hand-Crafted Feature Extraction Scheme for Boosting Performance in Gait Phase Recognition. Sensors Andrea Tigrini, Rami Mobarak, Alessandro Mengarelli, Rami N. Khushaba, Ali H. Al-Timemy, Federica Verdini, Ennio Gambi, Sandro Fioretti, Laura Burattini
2023	—	`conf`	Deep Hand Gesture Recognition: A Wavelet Scattering Alternative to Convolutional Networks. SSP Adel Al-Jumaily, Rami N. Khushaba
2023	—	`conf`	Deep Scattering Transform with Attention Mechanisms Improves EMG-based Hand Gesture Recognition. EMBC Ahmed A. Al Taee, Rami N. Khushaba, Tanveer A. Zia, Adel Al-Jumaily
2023	—	`conf`	Hand Force Estimation from Acoustic Myography Using Deep Wavelet Scattering Transform and Long Short-Term Memory. EMBC Ali H. Al-Timemy, Youssef Serrestou, Slim Yacoub, Kosai Raoof, Rami N. Khushaba
2023	J	`jnl`	Multiresolution Dual-Polynomial Decomposition Approach for Optimized Characterization of Motor Intent in Myoelectric Control Systems. IEEE Trans. Biomed. Eng. Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Rami N. Khushaba, Frank Kulwa, Guanglin Li
2022	C	`conf`	A Framework to Address the Challenges of Surface Mining through Appropriate Sensing and Perception. ICARCV Mehala Balamurali, Andrew John Hill, Javier Martinez, Rami N. Khushaba, Liyang Liu, Najmeh Kamyabpour, Ehsan Mihankhah
2022	J	`jnl`	A Machine Learning Approach for Material Type Logging and Chemical Assaying from Autonomous Measure-While-Drilling (MWD) Data. CoRR Rami N. Khushaba, Arman Melkumyan, Andrew J. Hill
2022	J	`jnl`	Deep Learning Inspired Feature Engineering for Classifying Tremor Severity. IEEE Access Ahmad A. Al-Taee, Seyedehmarzieh Hosseini, Rami N. Khushaba, Tanveer A. Zia, Chin-Teng Lin, Adel Al-Jumaily
2022	Misc	`conf`	Feature Extraction Using Wavelet Scattering Transform Coefficients for EMG Pattern Classification. AI Ahmad A. Al-Taee, Rami N. Khushaba, Tanveer A. Zia, Adel Al-Jumaily
2022	J	`jnl`	Hand Gesture Recognition With Acoustic Myography and Wavelet Scattering Transform. IEEE Access Ali H. Al-Timemy, Youssef Serrestou, Rami N. Khushaba, Slim Yacoub, Kosai Raoof
2022	Misc	`conf`	Inference of Geological Material Groups Using Structural Monitoring Sensors on Excavators. AI Liyang Liu, Mehala Balamurali, Katherine L. Silversides, Rami N. Khushaba
2022	J	`jnl`	Multiresolution Dual-Polynomial Decomposition Approach for Optimized Characterization of Motor Intent in Myoelectric Control Systems. CoRR Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Rami N. Khushaba, Frank Kulwa, Guanglin Li
2022	J	`jnl`	Myoelectric Control With Fixed Convolution-Based Time-Domain Feature Extraction: Exploring the Spatio-Temporal Interaction. IEEE Trans. Hum. Mach. Syst. Rami N. Khushaba, Ali H. Al-Timemy, Oluwarotimi Williams Samuel, Erik J. Scheme
2022	Misc	`conf`	Predicting Geological Material Types Using Ground Penetrating Radar. AI Oliver Fleming, Adrian Ball, Rami N. Khushaba
2022	J	`jnl`	Radar-Based Materials Classification Using Deep Wavelet Scattering Transform: A Comparison of Centimeter vs. Millimeter Wave Units. IEEE Robotics Autom. Lett. Rami N. Khushaba, Andrew John Hill
2022	J	`jnl`	Radar-based Materials Classification Using Deep Wavelet Scattering Transform: A Comparison of Centimeter vs. Millimeter Wave Units. CoRR Rami N. Khushaba, Andrew J. Hill
2022	—	`conf`	The Effectiveness of Narrowing the Window size for LD & HD EMG Channels based on Novel Deep Learning Wavelet Scattering Transform Feature Extraction Approach. EMBC Ahmed A. Al Taee, Rami N. Khushaba, Tanveer A. Zia, Adel Al-Jumaily
2021	J	`jnl`	A long short-term recurrent spatial-temporal fusion for myoelectric pattern recognition. Expert Syst. Appl. Rami N. Khushaba, Erik J. Scheme, Ali H. Al-Timemy, Angkoon Phinyomark, Ahmed A. Al Taee, Adel Al-Jumaily
2021	—	`conf`	Cardinality and Short-Term Memory Concepts based Novel Feature Extraction for Myoelectric Pattern Recognition. EMBC Ahmed A. Al Taee, Rami N. Khushaba, Tanveer A. Zia, Adel Al-Jumaily
2021	—	`conf`	Combined Dynamic Time Warping and Spatiotemporal Attention for Myoelectric Control. EMBC Milad Jabbari, Rami N. Khushaba, Kianoush Nazarpour
2021	J	`jnl`	Decoding HD-EMG Signals for Myoelectric Control - How Small Can the Analysis Window Size be? IEEE Robotics Autom. Lett. Rami N. Khushaba, Kianoush Nazarpour
2020	—	`conf`	A Position Weight Matrix Feature Extraction Algorithm Improves Hand Gesture Recognition. EMBC Abderrazak Chahid, Rami N. Khushaba, Adel Al-Jumaily, Taous-Meriem Laleg-Kirati
2020	J	`jnl`	An Efficient Mixture of Deep and Machine Learning Models for COVID-19 and Tuberculosis Detection Using X-Ray Images in Resource Limited Settings. CoRR Ali H. Al-Timemy, Rami N. Khushaba, Zahraa M. Mosa, Javier Escudero
2020	—	`conf`	EMG-Based Hand Gesture Classification with Long Short-Term Memory Deep Recurrent Neural Networks. EMBC Milad Jabbari, Rami N. Khushaba, Kianoush Nazarpour
2020	—	`conf`	Recurrent Fusion of Time-Domain Descriptors Improves EMG-based Hand Movement Recognition. EMBC Ahmed A. Al Taee, Rami N. Khushaba, Ali H. Al-Timemy, Adel Al-Jumaily
2020	J	`jnl`	Recursive Multi-Signal Temporal Fusions With Attention Mechanism Improves EMG Feature Extraction. IEEE Trans. Artif. Intell. Rami N. Khushaba, Angkoon Phinyomark, Ali H. Al-Timemy, Erik J. Scheme
2019	—	`conf`	Differences in EMG Feature Space between Able-Bodied and Amputee Subjects for Myoelectric Control. NER Evan Campbell, Angkoon Phinyomark, Ali H. Al-Timemy, Rami N. Khushaba, Giovanni Petri, Erik J. Scheme
2019	—	`conf`	Spatially Filtered Low-Density EMG and Time-Domain Descriptors Improves Hand Movement Recognition. EMBC Ahmed A. Al Taee, Rami N. Khushaba, Adel Al-Jumaily
2018	—	`conf`	Evaluation of Time-Domain Features of Sensory ENG Signals. EMBC Carolina Silveira, Emma Brunton, Rami N. Khushaba, Kianoush Nazarpour
2018	J	`jnl`	Feature Extraction and Selection for Myoelectric Control Based on Wearable EMG Sensors. Sensors Angkoon Phinyomark, Rami N. Khushaba, Erik J. Scheme
2018	—	`conf`	Spatio-Temporal Inertial Measurements Feature Extraction Improves Hand Movement Pattern Recognition without Electromyography. EMBC Rami N. Khushaba, Agamemnon Krasoulis, Adel Al-Jumaily, Kianoush Nazarpour
2017	—	`conf`	Monitoring of nocturnal central sleep apnea in Heart failure patients using noncontact respiratory differences. EMBC Rami N. Khushaba, Jeff Armitstead, Klaus Schindhelm
2016	B	`conf`	A dynamic channel selection algorithm for the classification of EEG and EMG data. IJCNN Ahmed Al-Ani, Irena Koprinska, Ganesh R. Naik, Rami N. Khushaba
2016	—	`conf`	A fusion of time-domain descriptors for improved myoelectric hand control. SSCI Rami N. Khushaba, Ahmed Al-Ani, Ali Al-Timemy, Adel Al-Jumaily
2016	J	`jnl`	Combined influence of forearm orientation and muscular contraction on EMG pattern recognition. Expert Syst. Appl. Rami N. Khushaba, Ali Al-Timemy, Sarath Kodagoda, Kianoush Nazarpour
2016	—	`conf`	Myoelectric feature extraction using temporal-spatial descriptors for multifunction prosthetic hand control. EMBC Rami N. Khushaba, Ali Al-Timemy, Ahmed Al-Ani, Adel Al-Jumaily
2016	—	`conf`	Selecting the optimal movement subset with different pattern recognition based EMG control algorithms. EMBC Ali Al-Timemy, Rami N. Khushaba, Javier Escudero
2015	—	`conf`	Influence of multiple dynamic factors on the performance of myoelectric pattern recognition. EMBC Rami N. Khushaba, Ali Al-Timemy, Sarath Kodagoda
2014	J	`jnl`	Towards limb position invariant myoelectric pattern recognition using time-dependent spectral features. Neural Networks Rami N. Khushaba, Maen Takruri, Jaime Valls Miró, Sarath Kodagoda
2013	J	`jnl`	Consumer neuroscience: Assessing the brain response to marketing stimuli using electroencephalogram (EEG) and eye tracking. Expert Syst. Appl. Rami N. Khushaba, Chelsea Wise, Sarath Kodagoda, Jordan J. Louviere, Barbara E. Kahn, Claudia Townsend
2013	J	`jnl`	Feature subset selection using differential evolution and a wheel based search strategy. Swarm Evol. Comput. Ahmed Al-Ani, Akram AlSukker, Rami N. Khushaba
2013	J	`jnl`	Muscle computer interfaces for driver distraction reduction. Comput. Methods Programs Biomed. Rami N. Khushaba, Sarath Kodagoda, Dikai Liu, Gamini Dissanayake
2013	—	`conf`	Two-channel surface electromyography for individual and combined finger movements. EMBC Khairul Anam, Rami N. Khushaba, Adel Al-Jumaily
2013	J	`jnl`	Uncorrelated fuzzy neighborhood preserving analysis based feature projection for driver drowsiness recognition. Fuzzy Sets Syst. Rami N. Khushaba, Sarath Kodagoda, Sara Lal, Gamini Dissanayake
2012	—	`conf`	A Population Based Feature Subset Selection Algorithm Guided by Fuzzy Feature Dependency. AMLTA Ahmed Al-Ani, Rami N. Khushaba
2012	B	`conf`	A neuroscientific approach to choice modeling: Electroencephalogram (EEG) and user preferences. IJCNN Rami N. Khushaba, Sarath Kodagoda, Gamini Dissanayake, Luke Greenacre, Sandra Burke, Jordan J. Louviere
2012	C	`conf`	Application of CRF and SVM based semi-supervised learning for semantic labeling of environments. ICARCV Lei Shi, Rami N. Khushaba, Sarath Kodagoda, Gamini Dissanayake
2012	J	`jnl`	Choice modeling and the brain: A study on the Electroencephalogram (EEG) of preferences. Expert Syst. Appl. Rami N. Khushaba, Luke Greenacre, Sarath Kodagoda, Jordan J. Louviere, Sandra Burke, Gamini Dissanayake
2012	C	`conf`	Electromyogram (EMG) feature reduction using Mutual Components Analysis for multifunction prosthetic fingers control. ICARCV Rami N. Khushaba, Sarath Kodagoda
2012	—	`conf`	Time-dependent spectral features for limb position invariant myoelectric pattern recognition. ISCIT Rami N. Khushaba, Lei Shi, Sarath Kodagoda
2012	J	`jnl`	Toward improved control of prosthetic fingers using surface electromyogram (EMG) signals. Expert Syst. Appl. Rami N. Khushaba, Sarath Kodagoda, Maen Takruri, Gamini Dissanayake
2012	C	`conf`	Towards speed-independent road-type classification. ICARCV Shifeng Wang, Rami N. Khushaba, Sarath Kodagoda
2011	J	`jnl`	Driver Drowsiness Classification Using Fuzzy Wavelet-Packet-Based Feature-Extraction Algorithm. IEEE Trans. Biomed. Eng. Rami N. Khushaba, Sarath Kodagoda, Sara Lal, Gamini Dissanayake
2011	J	`jnl`	Feature subset selection using differential evolution and a statistical repair mechanism. Expert Syst. Appl. Rami N. Khushaba, Ahmed Al-Ani, Adel Al-Jumaily
2011	A	`conf`	Intelligent driver drowsiness detection system using Uncorrelated Fuzzy Locality Preserving Analysis. IROS Rami N. Khushaba, Sarath Kodagoda, Sara Lal, Gamini Dissanayake
2010	—	`—`	Application of biosignal-driven intelligent systems for multifunction prosthesis control Rami N. Khushaba
2010	B	`conf`	Enhancing the diversity of genetic algorithm for improved feature selection. SMC Akram AlSukker, Rami N. Khushaba, Ahmed Al-Ani
2010	J	`jnl`	Orthogonal Fuzzy Neighborhood Discriminant Analysis for Multifunction Myoelectric Hand Control. IEEE Trans. Biomed. Eng. Rami N. Khushaba, Ahmed Al-Ani, Adel Al-Jumaily
2010	B	`conf`	Orthogonal Locality Sensitive Fuzzy Discriminant Analysis in Sleep-Stage Scoring. ICPR Rami N. Khushaba, Rosalind Elliott, Akram AlSukker, Ahmed Al-Ani, Sharon McKinley
2010	—	`conf`	Swarm Based Fuzzy Discriminant Analysis for Multifunction Prosthesis Control. ANNPR Rami N. Khushaba, Ahmed Al-Ani, Adel Al-Jumaily
2009	J	`jnl`	A novel swarm based feature selection algorithm in multifunction myoelectric control. J. Intell. Fuzzy Syst. Rami N. Khushaba, Akram AlSukker, Ahmed Al-Ani, Adel Al-Jumaily, Albert Y. Zomaya
2009	J	`jnl`	Evolutionary fuzzy discriminant analysis feature projection technique in myoelectric control. Pattern Recognit. Lett. Rami N. Khushaba, Adel Al-Jumaily, Ahmed Al-Ani
2008	—	`conf`	A Combined Ant Colony and Differential Evolution Feature Selection Algorithm. ANTS Conference Rami N. Khushaba, Ahmed Al-Ani, Akram AlSukker, Adel Al-Jumaily
2008	—	`conf`	A Hybrid Nonlinear-Discriminant Analysis Feature Projection Technique. Australasian Conference on Artificial Intelligence Rami N. Khushaba, Ahmed Al-Ani, Adel Al-Jumaily, Hung T. Nguyen
2008	B	`conf`	Differential evolution basedfeature subset selection. ICPR Rami N. Khushaba, Ahmed Al-Ani, Adel Al-Jumaily
2008	—	`conf`	Feature Subset Selection Using Differential Evolution. ICONIP (1) Rami N. Khushaba, Ahmed Al-Ani, Adel Al-Jumaily