Adel Al-Jumaily

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 40

Top Topics

Feature Extraction

Adaptive Wavelet

Pattern Recognition

Top Venues

Publications

Mohammed Ahmed Jaddoa, Aws Alaa Zaidan, Luciano A. González, Muhammet Deveci, Holly Cuthbertson, Adel Al-Jumaily, Seifedine Nimer Kadry
An approach-based machine learning and automated thermal images to predict the dark-cutting incidence in cattle management of healthcare supply chain. Eng. Appl. Artif. Intell. 135 (2024)
Adel Al-Jumaily, Rami N. Khushaba
Deep Hand Gesture Recognition: A Wavelet Scattering Alternative to Convolutional Networks. SSP (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)
Abdelrahman Osman Elfaki, Mohammed Abduljabbar, Luqman Ali, Fady Alnajjar, Dua'a Mehiar, Ashraf M. Marei, Tareq Alhmiedat, Adel Al-Jumaily
Revolutionizing Social Robotics: A Cloud-Based Framework for Enhancing the Intelligence and Autonomy of Social Robots. Robotics 12 (2) (2023)
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)
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)
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)
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)
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)
Mohammad O. Wedyan, Jannat Falah, Ryan Alturki, Irini Giannopulu, Salsabeel F. M. AlFalah, Omar Ghaleb Elshaweesh, Adel Al-Jumaily
Augmented Reality for Autistic Children to Enhance Their Understanding of Facial Expressions. Multimodal Technol. Interact. 5 (8) (2021)
Fady Alnajjar, Hassan Umari, Waleed Khalil Ahmed, Munkhjargal Gochoo, Alistair A. Vogan, Adel Al-Jumaily, Peer Mohamad, Shingo Shimoda
CHAD: Compact Hand-Assistive Device for enhancement of function in hand impairments. Robotics Auton. Syst. 142 (2021)
Mohammad O. Wedyan, Adel Al-Jumaily, Osama M. Dorgham
The use of augmented reality in the diagnosis and treatment of autistic children: a review and a new system. Multim. Tools Appl. 79 (25-26) (2020)
Balasankar Ganesan, Joanne Yip, Ameersing Luximon, Mohamed-Amine Choukou, Adel Al-Jumaily
Kinect-based 3D assessment for clubfoot deformity: an exploratory study. AH (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)
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)
Zehong Cao, Weiping Ding, Yu-Kai Wang, Farookh Khadeer Hussain, Adel Al-Jumaily, Chin-Teng Lin
Effects of repetitive SSVEPs on EEG complexity using multiscale inherent fuzzy entropy. Neurocomputing 389 (2020)
Mohammad O. Wedyan, Alessandro Crippa, Adel Al-Jumaily
A Novel Virtual Sample Generation Method to Overcome the Small Sample Size Problem in Computer Aided Medical Diagnosing. Algorithms 12 (8) (2019)
Mohammed Ahmed Jaddoa, Adel Al-Jumaily, Luciano A. González, Holly Cuthbertson
Automatic Temperature Measurement for Hot Spots in Face Region of Cattle using Infrared Thermography. ICINCO (1) (2019)
Mohammed Ahmed Jaddoa, Luciano A. González, Holly Cuthbertson, Adel Al-Jumaily
Multi View Face Detection in Cattle Using Infrared Thermography. ACRIT (2019)
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)
Mohammad O. Wedyan, Adel Al-Jumaily, Alessandro Crippa
Using machine learning to perform early diagnosis of Autism Spectrum Disorder based on simple upper limb movements. Int. J. Hybrid Intell. Syst. 15 (4) (2019)
Pornchai Phukpattaranont, Sirinee Thongpanja, Khairul Anam, Adel Al-Jumaily, Chusak Limsakul
Evaluation of feature extraction techniques and classifiers for finger movement recognition using surface electromyography signal. Medical Biol. Eng. Comput. 56 (12) (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)
Ammara Masood, Adel Al-Jumaily
Orientation Sensitive Fuzzy C Means Based Fast Level Set Evolution for Segmentation of Histopathological Images to Detect Skin Cancer. HIS (2018)
Ahmad A. Al-Tae, Adel Al-Jumaily
Electrogastrogram Based Medical Applications an Overview and Processing Frame Work. HIS (2018)
Mohammad O. Wedyan, Adel Al-Jumaily, Alessandro Crippa
Early Diagnose of Autism Spectrum Disorder Using Machine Learning Based on Simple Upper Limb Movements. HIS (2018)
Khairul Anam, Adel Al-Jumaily
Evaluation of Randomized Variable Translation Wavelet Neural Networks. SCDS (2017)
Raid M. Khalil, Adel Al-Jumaily
Machine learning based prediction of depression among type 2 diabetic patients. ISKE (2017)
Ammara Masood, Adel Al-Jumaily
Semi advised learning and classification algorithm for partially labeled skin cancer data analysis. ISKE (2017)
Mohammad O. Wedyan, Adel Al-Jumaily
An investigation of upper limb motor task based discriminate for high risk autism. ISKE (2017)
Mohammed Ahmed Jaddoa, Adel Al-Jumaily, Luciano A. González, Holly Cuthbertson
Automatic eyes localization in thermal images for temperature measurement in cattle. ISKE (2017)
Khairul Anam, Adel Al-Jumaily
Evaluation of extreme learning machine for classification of individual and combined finger movements using electromyography on amputees and non-amputees. Neural Networks 85 (2017)
Mohammad O. Wedyan, Adel Al-Jumaily
Upper limb motor coordination based early diagnosis in high risk subjects for Autism. SSCI (2016)
Tanvir Anwar, Adel Al-Jumaily
ANFIS to estimate damping coefficient from EMG to optimize the interaction force. FUZZ-IEEE (2016)
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)
Tanvir Anwar, Adel Al-Jumaily
Estimation of angle based on EMG using ANFIS. SSCI (2016)
Khairul Anam, Adel Al-Jumaily
Adaptive myoelectric pattern recognition for arm movement in different positions using advanced online sequential extreme learning machine. 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)
Ammara Masood, Adel Al-Jumaily
Semi-advised learning model for skin cancer diagnosis based on histopathalogical images. EMBC (2016)
Tanvir Anwar, Adel Al-Jumaily
System identification and damping coefficient estimation from EMG based on ANFIS to optimize human exoskeleton interaction. FUZZ-IEEE (2016)
Ammara Masood, Adel Al-Jumaily
Differential evolution based advised SVM for histopathalogical image analysis for skin cancer detection. EMBC (2015)
Khairul Anam, Adel Al-Jumaily
A novel extreme learning machine for dimensionality reduction on finger movement classification using sEMG. NER (2015)
Tanvir Anwar, Khairul Anam, Adel Al-Jumaily
EMG Signal Based Knee Joint Angle Estimation of Flexion and Extension with Extreme Learning Machine (ELM) for Enhancement of Patient-Robotic Exoskeleton Interaction. ICONIP (1) (2015)
Khairul Anam, Adel Al-Jumaily
A robust myoelectric pattern recognition using online sequential extreme learning machine for finger movement classification. EMBC (2015)
Ammara Masood, Adel Al-Jumaily
Adaptive Differential Evolution Based Feature Selection and Parameter Optimization for Advised SVM Classifier. ICONIP (1) (2015)
Ammara Masood, Adel Al-Jumaily, Khairul Anam
Self-supervised learning model for skin cancer diagnosis. NER (2015)
Yee Mon Aung, Khairul Anam, Adel Al-Jumaily
Continuous prediction of shoulder joint angle in real-time. NER (2015)
Khairul Anam, Adel Al-Jumaily
Adaptive Wavelet Extreme Learning Machine (AW-ELM) for Index Finger Recognition Using Two-Channel Electromyography. ICONIP (1) (2014)
Ammara Masood, Adel Al-Jumaily, Khairul Anam
Texture Analysis Based Automated Decision Support System for Classification of Skin Cancer Using SA-SVM. ICONIP (2) (2014)
Yee Mon Aung, Adel Al-Jumaily, Khairul Anam
A novel upper limb rehabilitation system with self-driven virtual arm illusion. EMBC (2014)
Yee Mon Aung, Adel Al-Jumaily
Augmented reality-based RehaBio system for shoulder rehabilitation. Int. J. Mechatronics Autom. 4 (1) (2014)
Khairul Anam, Adel Al-Jumaily
Swarm-wavelet based extreme learning machine for finger movement classification on transradial amputees. EMBC (2014)
Khairul Anam, Adel Al-Jumaily
Real-time Classification of Finger Movements using Two-channel Surface Electromyography. NEUROTECHNIX (2013)
Yee Mon Aung, Adel Al-Jumaily
Illusion Approach for Upper Limb Motor Rehabilitation. NEUROTECHNIX (2013)
Yashar Maali, Adel Al-Jumaily
Self-advising support vector machine. Knowl. Based Syst. 52 (2013)
Khairul Anam, Rami N. Khushaba, Adel Al-Jumaily
Two-channel surface electromyography for individual and combined finger movements. EMBC (2013)
Yashar Maali, Adel Al-Jumaily
Automated detecting and classifying of sleep apnea syndrome based on genetic-SVM. Int. J. Hybrid Intell. Syst. 9 (4) (2012)
Yashar Maali, Adel Al-Jumaily
Signal Selection for Sleep Apnea Classification. Australasian Conference on Artificial Intelligence (2012)
Yashar Maali, Adel Al-Jumaily
A novel partially connected cooperative parallel PSO-SVM algorithm: Study based on sleep apnea detection. IEEE Congress on Evolutionary Computation (2012)
Adel Al-Jumaily, Ricardo A. Olivares
Bio-driven system-based virtual reality for prosthetic and rehabilitation systems. Signal Image Video Process. 6 (1) (2012)
Yashar Maali, Adel Al-Jumaily
Hierarchical Parallel PSO-SVM Based Subject-Independent Sleep Apnea Classification. ICONIP (4) (2012)
Md. Khalad Abu Mahmoud, Adel Al-Jumaily, Maen Takruri
The automatic identification of melanoma by wavelet and curvelet analysis: Study based on neural network classification. HIS (2011)
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)
Chethasi Kaluarachchi, Yee Mon Aung, Adel Al-Jumaily
Virtual games based self rehabilitation for home therapy system. HIS (2011)
Yashar Maali, Adel Al-Jumaily
Automated detecting sleep apnea syndrome: A novel system based on genetic SVM. HIS (2011)
Yee Mon Aung, Adel Al-Jumaily
Rehabilitation exercise with real-time muscle simulation based EMG and AR. HIS (2011)
Alan Dinevan, Yee Mon Aung, Adel Al-Jumaily
Human computer interactive system for fast recovery based stroke rehabilitation. HIS (2011)
Rami N. Khushaba, Ahmed Al-Ani, Adel Al-Jumaily
Swarm Based Fuzzy Discriminant Analysis for Multifunction Prosthesis Control. ANNPR (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)
Muthana Hamd, Adel Al-Jumaily, Laith Mohamad
Exploring in Face Recognition Approaches. IPCV (2010)
Wei Li, Albert Y. Zomaya, Adel Al-Jumaily
Cellular automata based models of wireless sensor networks. MOBIWAC (2009)
Ho Tak Lau, Adel Al-Jumaily
Automatically Early Detection of Skin Cancer: Study Based on Nueral Netwok Classification. SoCPaR (2009)
Yi Gan, Adel Al-Jumaily
Intelligent Pedestrian Detection System in Semi-dark Environment. SoCPaR (2009)
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)
Adel Al-Jumaily, Ricardo A. Olivares
Electromyogram (EMG) driven system based virtual reality for prosthetic and rehabilitation devices. iiWAS (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)
Adel Al-Jumaily, Cindy Leung
Wavefront Propagation and Fuzzy Based Autonomous Navigation CoRR (2006)
Cindy Leung, Adel Al-Jumaily
A hybrid system for multi-agent exploration. FUZZ-IEEE (2004)
Adel Al-Jumaily, Serge Kozak
Behavior based multi robot cooperation by target/task negotiation. RAM (2004)