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ORCIDAdel Al-Jumaily
Adel Ali Al-Jumaily – Adel Ali S. Al-Jumaily
Person information
- affiliation: University of Technology, Sydney, Ultimo, Australia
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Journal Articles
- 2024
[j23]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: 108804 (2024)- 2023
- [j22]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): 48 (2023) - 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) - 2021
- [j20]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) - [j19]Mohammad O. Wedyan, Jannat F. M. 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): 48 (2021) - [j18]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: 103784 (2021) - 2020
- [j17]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: 198-206 (2020) - [j16]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): 18245-18291 (2020) - 2019
- [j15]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): 160 (2019) - [j14]Vinh Phuc Tran, Adel Ali Al-Jumaily, Syed Mohammed Shamsul Islam:
Doppler Radar-Based Non-Contact Health Monitoring for Obstructive Sleep Apnea Diagnosis: A Comprehensive Review. Big Data Cogn. Comput. 3(1): 3 (2019) - [j13]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): 195-206 (2019) - 2018
- [j12]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): 2259-2271 (2018) - 2017
- [j11]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: 51-68 (2017) - 2014
- [j10]Yee Mon Aung, Adel Al-Jumaily:
Augmented reality-based RehaBio system for shoulder rehabilitation. Int. J. Mechatronics Autom. 4(1): 52-62 (2014) - 2013
- [j9]Ammara Masood, Adel Ali Al-Jumaily:
Computer Aided Diagnostic Support System for Skin Cancer: A Review of Techniques and Algorithms. Int. J. Biomed. Imaging 2013: 323268:1-323268:22 (2013) - [j8]Yashar Maali, Adel Al-Jumaily:
Self-advising support vector machine. Knowl. Based Syst. 52: 214-222 (2013) - 2012
- [j7]Yashar Maali, Adel Al-Jumaily:
Automated detecting and classifying of sleep apnea syndrome based on genetic-SVM. Int. J. Hybrid Intell. Syst. 9(4): 203-210 (2012) - [j6]Adel Al-Jumaily, Ricardo A. Olivares:
Bio-driven system-based virtual reality for prosthetic and rehabilitation systems. Signal Image Video Process. 6(1): 71-84 (2012) - 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]Tran Thanh Dai, Johnson I. Agbinya, Adel Ali Al-Jumaily:
Per node deployment based detection of controlled link establishment attack in distributed sensor networks. Int. J. Sens. Networks 9(3/4): 192-208 (2011) - 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) - 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)
Conference and Workshop Papers
- 2023
- [c72]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 - [c71]Adel Al-Jumaily, Rami N. Khushaba:
Deep Hand Gesture Recognition: A Wavelet Scattering Alternative to Convolutional Networks. SSP 2023: 438-442 - 2022
- [c70]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 - [c69]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 - 2021
- [c68]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 - [c67]Adel Ali Al-Jumaily, Nafisa Matin, Azadeh Noori Hoshyar:
Machine Learning Based Biosignals Mental Stress Detection. SCDS 2021: 28-41 - 2020
- [c66]Balasankar Ganesan, Joanne Yip, Ameersing Luximon, Mohamed-Amine Choukou, Adel Al-Jumaily:
Kinect-based 3D assessment for clubfoot deformity: an exploratory study. AH 2020: 17:1-17:4 - [c65]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 - [c64]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 - 2019
- [c63]Mohammed Ahmed Jaddoa, Luciano A. González, Holly Cuthbertson, Adel Al-Jumaily:
Multi View Face Detection in Cattle Using Infrared Thermography. ACRIT 2019: 223-236 - [c62]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 - [c61]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: 196-201 - 2018
- [c60]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 - [c59]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: 491-500 - [c58]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: 501-510 - [c57]Ahmad A. Al-Taee, Adel Al-Jumaily:
Electrogastrogram Based Medical Applications an Overview and Processing Frame Work. HIS 2018: 511-520 - 2017
- [c56]Mohammed Ahmed Jaddoa, Adel Al-Jumaily, Luciano A. González, Holly Cuthbertson:
Automatic eyes localization in thermal images for temperature measurement in cattle. ISKE 2017: 1-6 - [c55]Raid M. Khalil, Adel Al-Jumaily:
Machine learning based prediction of depression among type 2 diabetic patients. ISKE 2017: 1-5 - [c54]Ammara Masood, Adel Al-Jumaily:
Semi advised learning and classification algorithm for partially labeled skin cancer data analysis. ISKE 2017: 1-4 - [c53]Mohammad O. Wedyan, Adel Al-Jumaily:
An investigation of upper limb motor task based discriminate for high risk autism. ISKE 2017: 1-6 - [c52]Khairul Anam, Adel Al-Jumaily:
Evaluation of Randomized Variable Translation Wavelet Neural Networks. SCDS 2017: 3-12 - 2016
- [c51]Ammara Masood, Adel Al-Jumaily:
Semi-advised learning model for skin cancer diagnosis based on histopathalogical images. EMBC 2016: 631-634 - [c50]Khairul Anam, Adel Al-Jumaily:
Adaptive myoelectric pattern recognition for arm movement in different positions using advanced online sequential extreme learning machine. EMBC 2016: 900-903 - [c49]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 - [c48]Vinh Phuc Tran, Adel Ali Al-Jumaily:
Non-contact real-time estimation of intrapulmonary pressure and tidal volume for chronic heart failure patients. EMBC 2016: 3564-3567 - [c47]Tanvir Anwar, Adel Al-Jumaily:
ANFIS to estimate damping coefficient from EMG to optimize the interaction force. FUZZ-IEEE 2016: 818-823 - [c46]Tanvir Anwar, Adel Al-Jumaily:
System identification and damping coefficient estimation from EMG based on ANFIS to optimize human exoskeleton interaction. FUZZ-IEEE 2016: 844-849 - [c45]Tanvir Anwar, Adel Al-Jumaily:
Estimation of angle based on EMG using ANFIS. SSCI 2016: 1-6 - [c44]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 - [c43]Mohammad O. Wedyan, Adel Al-Jumaily:
Upper limb motor coordination based early diagnosis in high risk subjects for Autism. SSCI 2016: 1-8 - 2015
- [c42]Ammara Masood, Adel Al-Jumaily:
Differential evolution based advised SVM for histopathalogical image analysis for skin cancer detection. EMBC 2015: 781-784 - [c41]Vinh Phuc Tran, Adel Ali Al-Jumaily:
Non-contact dual pulse Doppler system based respiratory and heart rates estimation for CHF patients. EMBC 2015: 4202-4205 - [c40]Khairul Anam, Adel Al-Jumaily:
A robust myoelectric pattern recognition using online sequential extreme learning machine for finger movement classification. EMBC 2015: 7266-7269 - [c39]Ammara Masood, Adel Al-Jumaily:
Adaptive Differential Evolution Based Feature Selection and Parameter Optimization for Advised SVM Classifier. ICONIP (1) 2015: 401-410 - [c38]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: 583-590 - [c37]Yee Mon Aung, Khairul Anam, Adel Al-Jumaily:
Continuous prediction of shoulder joint angle in real-time. NER 2015: 755-758 - [c36]Khairul Anam, Adel Al-Jumaily:
A novel extreme learning machine for dimensionality reduction on finger movement classification using sEMG. NER 2015: 824-827 - [c35]Ammara Masood, Adel Al-Jumaily, Khairul Anam:
Self-supervised learning model for skin cancer diagnosis. NER 2015: 1012-1015 - 2014
- [c34]Yee Mon Aung, Adel Al-Jumaily, Khairul Anam:
A novel upper limb rehabilitation system with self-driven virtual arm illusion. EMBC 2014: 3614-3617 - [c33]Khairul Anam, Adel Al-Jumaily:
Swarm-wavelet based extreme learning machine for finger movement classification on transradial amputees. EMBC 2014: 4192-4195 - [c32]Ammara Masood, Adel Ali Al-Jumaily, Tariq Adnan:
Development of Automated Diagnostic System for Skin Cancer: Performance Analysis of Neural Network Learning Algorithms for Classification. ICANN 2014: 837-844 - [c31]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: 101-109 - [c30]Khairul Anam, Adel Al-Jumaily:
Adaptive Wavelet Extreme Learning Machine (AW-ELM) for Index Finger Recognition Using Two-Channel Electromyography. ICONIP (1) 2014: 471-478 - 2013
- [c29]Khairul Anam, Rami N. Khushaba, Adel Al-Jumaily:
Two-channel surface electromyography for individual and combined finger movements. EMBC 2013: 4961-4964 - [c28]Ammara Masood, Adel Ali Al-Jumaily, Yashar Maali:
Level Set Initialization Based on Modified Fuzzy C Means Thresholding for Automated Segmentation of Skin Lesions. ICONIP (3) 2013: 341-351 - [c27]Yashar Maali, Adel Ali Al-Jumaily:
Comparison of Neural Networks for Prediction of Sleep Apnea. NEUROTECHNIX 2013: 60-64 - [c26]Yee Mon Aung, Adel Al-Jumaily:
Illusion Approach for Upper Limb Motor Rehabilitation. NEUROTECHNIX 2013: 99-105 - [c25]Khairul Anam, Adel Al-Jumaily:
Real-time Classification of Finger Movements using Two-channel Surface Electromyography. NEUROTECHNIX 2013: 218-223 - 2012
- [c24]Yashar Maali, Adel Al-Jumaily:
Signal Selection for Sleep Apnea Classification. Australasian Conference on Artificial Intelligence 2012: 661-671 - [c23]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: 1-8 - [c22]Yashar Maali, Adel Al-Jumaily:
Hierarchical Parallel PSO-SVM Based Subject-Independent Sleep Apnea Classification. ICONIP (4) 2012: 500-507 - 2011
- [c21]Yashar Maali, Adel Al-Jumaily:
Automated detecting sleep apnea syndrome: A novel system based on genetic SVM. HIS 2011: 590-594 - [c20]Yee Mon Aung, Adel Al-Jumaily:
Rehabilitation exercise with real-time muscle simulation based EMG and AR. HIS 2011: 641-646 - [c19]Alan Dinevan, Yee Mon Aung, Adel Al-Jumaily:
Human computer interactive system for fast recovery based stroke rehabilitation. HIS 2011: 647-652 - [c18]Chethasi Kaluarachchi, Yee Mon Aung, Adel Al-Jumaily:
Virtual games based self rehabilitation for home therapy system. HIS 2011: 653-657 - [c17]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: 680-685 - 2010
- [c16]Rami N. Khushaba, Ahmed Al-Ani, Adel Al-Jumaily:
Swarm Based Fuzzy Discriminant Analysis for Multifunction Prosthesis Control. ANNPR 2010: 197-206 - [c15]Muthana Hamd, Adel Al-Jumaily, Laith Mohamad:
Exploring in Face Recognition Approaches. IPCV 2010: 910-916 - 2009
- [c14]Adel Al-Jumaily, Ricardo A. Olivares:
Electromyogram (EMG) driven system based virtual reality for prosthetic and rehabilitation devices. iiWAS 2009: 582-586 - [c13]Wei Li, Albert Y. Zomaya, Adel Al-Jumaily:
Cellular automata based models of wireless sensor networks. MOBIWAC 2009: 1-6 - [c12]Ho Tak Lau, Adel Al-Jumaily:
Automatically Early Detection of Skin Cancer: Study Based on Nueral Netwok Classification. SoCPaR 2009: 375-380 - [c11]Yi Gan, Adel Al-Jumaily:
Intelligent Pedestrian Detection System in Semi-dark Environment. SoCPaR 2009: 598-603 - 2008
- [c10]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 - [c9]Moha'med O. Al-Jaafreh, Adel Ali Al-Jumaily:
Type-2 Fuzzy System Based Blood Pressure Parameters Estimation. Asia International Conference on Modelling and Simulation 2008: 953-958 - [c8]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 - [c7]Rami N. Khushaba, Ahmed Al-Ani, Adel Al-Jumaily:
Feature Subset Selection Using Differential Evolution. ICONIP (1) 2008: 103-110 - [c6]Rami N. Khushaba, Ahmed Al-Ani, Adel Al-Jumaily:
Differential evolution basedfeature subset selection. ICPR 2008: 1-4 - 2007
- [c5]Moha'med O. Al-Jaafreh, Adel Ali Al-Jumaily:
Training type-2 Fuzzy System by particle swarm optimization. IEEE Congress on Evolutionary Computation 2007: 3442-3446 - 2006
- [c4]Moha'med O. Al-Jaafreh, Adel Ali Al-Jumaily:
New Model to estimate Mean Blood Pressure by Heart Rate with Stroke Volume changing influence. EMBC 2006: 1803-1805 - 2004
- [c3]Cindy Leung, Adel Al-Jumaily:
A hybrid system for multi-agent exploration. FUZZ-IEEE 2004: 209-213 - [c2]Adel Al-Jumaily, Serge Kozak:
Behavior based multi robot cooperation by target/task negotiation. RAM 2004: 661-666 - 1999
- [c1]Adel Ali S. Al-Jumaily, Shamsudin H. M. Amin:
Fuzzy logic based behaviors blending for intelligent reactive navigation of walking robot. ISSPA 1999: 155-158
Editorship
- 2009
- [e1]Wei Li, Albert Y. Zomaya, Adel Al-Jumaily:
Proceedings of the Seventh ACM International Workshop on Mobility Management & Wireless Access, MOBIWAC 2009, Tenerife, Canary Islands, Spain, October 26-27, 2009. ACM 2009, ISBN 978-1-60558-617-5 [contents]
Informal and Other Publications
- 2006
- [i1]Adel Al-Jumaily, Cindy Leung:
Wavefront Propagation and Fuzzy Based Autonomous Navigation. CoRR abs/cs/0601053 (2006)
Coauthor Index
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