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2020 – today
- 2023
[j46]Luke K. Topham
, Wasiq Khan, Dhiya Al-Jumeily, Abir Hussain:
Human Body Pose Estimation for Gait Identification: A Comprehensive Survey of Datasets and Models. ACM Comput. Surv. 55(6): 120:1-120:42 (2023)- [j45]Sam Ansari, Abbas Saad Alatrany, Khawla A. Alnajjar, Tarek Khater, Soliman A. Mahmoud, Dhiya Al-Jumeily, Abir Jaafar Hussain:
A survey of artificial intelligence approaches in blind source separation. Neurocomputing 561: 126895 (2023) - [j44]O. Salih, M. Messina, Dhiya Al-Jumeily:
Design of a piezoelectrically actuated hydrocephalus shunt valve. Medical Biol. Eng. Comput. 61(9): 2281-2290 (2023) - [j43]Abdulmajeed Al-Jumaily, Aduwati Sali, Víctor P. Gil Jiménez, Eva Lagunas, Fatin Mohd Ikhsan Natrah, Fernando Pérez-Fontán, Yaseein Soubhi Hussein, Mandeep Jit Singh, Fazdliana Samat, Harith Aljumaily, Dhiya Al-Jumeily:
Evaluation of 5G and Fixed-Satellite Service Earth Station (FSS-ES) Downlink Interference Based on Artificial Neural Network Learning Models (ANN-LMS). Sensors 23(13): 6175 (2023) - [j42]Abbas Saad Alatrany, Wasiq Khan, Abir Jaafar Hussain, Jamila Mustafina, Dhiya Al-Jumeily:
Transfer Learning for Classification of Alzheimer's Disease Based on Genome Wide Data. IEEE ACM Trans. Comput. Biol. Bioinform. 20(5): 2700-2711 (2023) - [c140]Abbas Saad Alatrany, Abir Hussain, Saad S. J. Alatrany, Jamila Mustafina, Dhiya Al-Jumeily:
Comparison of Machine Learning Algorithms for classification of Late Onset Alzheimer's disease. DeSE 2023: 60-64 - [c139]Piers Blackmun, Sahar Al-Sudani, Dhiya Al-Jumeily:
Design and Implementation of Algorithmic Stock Trading. DeSE 2023: 149-153 - [c138]Bradley Marimbire, Abdulaziz Al-Nahari, Waris Khan Ahmadzai, Dhiya Al-Jumeily, Wasiq Khan:
Predicting the Effectiveness of 'Stop and Search' Police Interventions Using Advanced Data Analytics. DeSE 2023: 202-208 - [c137]Varun Sharma, Hoshang Kolivand, Shiva Asadianfam, Dhiya Al-Jumeily, Manoj Jayabalan:
Gesture Recognition Techniques. DeSE 2023: 244-249 - [c136]Varun Sharma, Hoshang Kolivand, Shiva Asadianfam, Dhiya Al-Jumeily, Manoj Jayabalan:
Point-based Gesture Recognition Techniques. DeSE 2023: 250-255 - [c135]Mahmoud Madi, Yasser Basha, Yazan Albadersawi, Fayadh Alenezi, Soliman Awad Mahmoud, Dhafar Hamed Abd, Dhiya Al-Jumeily, Wasiq Khan, Abir Jaafar Hussien:
Camel Detection and Monitoring Using Image Processing and IoT. DeSE 2023: 305-308 - [c134]Sarah Rowlands, Dhiya Al-Jumeily, Sulaf Assi:
Identification of authentic and counterfeit Viagra tablets using near-infrared spectroscopic methods and machine learning algorithms. DeSE 2023: 387-391 - [c133]Megan Watson, Dhiya Al-Jumeily, Jason Birkett, Iftikhar Khan, Sulaf Assi:
Exploring the authentication of COVID-19 vaccines using Surface-enhanced handheld Raman spectroscopy (SERS) equipped with orbital Raster scattering and machine learning. DeSE 2023: 398-403 - [c132]Sandhua M. N, Abir Hussain, Dhiya Al-Jumeily, Basheera M. Mahmmod, Sadiq H. Abdulhussain:
Deep Learning-Based Skin Cancer Identification. DeSE 2023: 404-410 - [c131]Antanios Kaissar, Sam Ansari, Meshal Albeedan, Soliman A. Mahmoud, Ayad Turky, Wasiq Khan, Dhiya Al-Jumeily, Abir Hussain:
Robot Path Planning Using Swarm Intelligence Algorithms. ICIC (1) 2023: 132-145 - [c130]Amine Essa, Abdullah Zaidan, Suhaib Ziad, Mohamed Elmeligy, Sam Ansari, Haya Alaskar, Soliman A. Mahmoud, Ayad Turky, Wasiq Khan, Dhiya Al-Jumeily, Abir Hussain:
Electrocardiogram Signal Noise Reduction Application Employing Different Adaptive Filtering Algorithms. ICIC (2) 2023: 330-342 - [e3]Yap Bee Wah, Michael W. Berry, Azlinah Mohamed, Dhiya Al-Jumeily:
Data Science and Emerging Technologies - Proceedings of DaSET 2022, Virtual Event, 20-21 December. Lecture Notes on Data Engineering and Communications Technologies 165, Springer 2023, ISBN 978-981-99-0740-3 [contents] - [i3]Luke K. Topham, Wasiq Khan, Dhiya Al-Jumeily, Abir Hussain:
Human Body Pose Estimation for Gait Identification: A Comprehensive Survey of Datasets and Models. CoRR abs/2305.13765 (2023) - 2022
- [j41]Muhammad Rizwan, Aysha Shabbir, Abdul Rehman Javed, Maryam Shabbir, Thar Baker, Dhiya Al-Jumeily:
Brain Tumor and Glioma Grade Classification Using Gaussian Convolutional Neural Network. IEEE Access 10: 29731-29740 (2022) - [j40]Abbas Saad Alatrany, Abir Jaafar Hussain, Jamila Mustafina, Dhiya Al-Jumeily:
Machine Learning Approaches and Applications in Genome Wide Association Study for Alzheimer's Disease: A Systematic Review. IEEE Access 10: 62831-62847 (2022) - [j39]Luke K. Topham, Wasiq Khan, Dhiya Al-Jumeily, Atif Waraich, Abir Jaafar Hussain:
Gait Identification Using Limb Joint Movement and Deep Machine Learning. IEEE Access 10: 100113-100127 (2022) - [j38]Dina A. Abdulqader, Mohammed Sadoon Hathal, Basheera M. Mahmmod, Sadiq H. Abdulhussain, Dhiya Al-Jumeily:
Plain, Edge, and Texture Detection Based on Orthogonal Moment. IEEE Access 10: 114455-114468 (2022) - [j37]Sadiq H. Abdulhussain, Basheera M. Mahmmod, Thar Baker, Dhiya Al-Jumeily:
Fast and accurate computation of high-order Tchebichef polynomials. Concurr. Comput. Pract. Exp. 34(27) (2022) - [j36]Shatha Ghareeb, Abir Jaafar Hussain, Dhiya Al-Jumeily, Wasiq Khan, Rawaa Al-Jumeily, Thar Baker, Ahmed Al-Shamma'a, Mohammed Khalaf:
Evaluating student levelling based on machine learning model's performance. Discov. Internet Things 2(1) (2022) - [j35]Faisal Shahzad, Abdul Mannan, Abdul Rehman Javed, Ahmad S. Almadhor, Thar Baker, Dhiya Al-Jumeily:
Cloud-based multiclass anomaly detection and categorization using ensemble learning. J. Cloud Comput. 11: 74 (2022) - [j34]Yawen Wu, Saba J. Al-Jumaili, Dhiya Al-Jumeily, Haiyi Bian:
Prediction of the Nitrogen Content of Rice Leaf Using Multi-Spectral Images Based on Hybrid Radial Basis Function Neural Network and Partial Least-Squares Regression. Sensors 22(22): 8626 (2022) - [j33]Basheera M. Mahmmod, Sadiq H. Abdulhussain, Marwah Abdulrazzaq Naser, Muntadher Alsabah, Abir Hussain, Dhiya Al-Jumeily:
3D Object Recognition Using Fast Overlapped Block Processing Technique. Sensors 22(23): 9209 (2022) - [j32]Abdulmajeed Al-Jumaily, Aduwati Sali, Víctor P. Gil Jiménez, Fernando Pérez-Fontán, Mandeep Jit Singh, Alyani Ismail, Qusay Al-Maatouk, Ali M. Al-Saegh, Dhiya Al-Jumeily:
Evaluation of 5G Coexistence and Interference Signals in the C-Band Satellite Earth Station. IEEE Trans. Veh. Technol. 71(6): 6189-6200 (2022) - [c129]Aditi Jain, Matthew Harper, Manoj Jayabalan, Jamila Mustafina, Wasiq Khan, Panagiotis Liatsis, Noor Lees Ismail, Dhiya Al-Jumeily:
Autonomous Driving Through Road Segmentation Based on Computer Vision Techniques. DaSET 2022: 117-128 - [c128]Luke K. Topham, Wasiq Khan, Dhiya Al-Jumeily, Atif Waraich, Abir Hussain:
Gait Identification Using Hip Joint Movement and Deep Machine Learning. ICIC (3) 2022: 220-233 - [c127]Zaid Al-Jumaili, Tarek Bassiouny, Ahmad Alanezi, Wasiq Khan, Dhiya Al-Jumeily, Abir Jaafar Hussain:
Classification of Spoken English Accents Using Deep Learning and Speech Analysis. ICIC (3) 2022: 277-287 - [d2]Rawaa Al-Jumeily, Sulaf Assi, Hoshang Kolivand, Abdullah Al-Hamid, Thar Baker, Dhiya Al-Jumeily:
Level 6 students' performance in mathematics at a school. IEEE DataPort, 2022
- [d1]Luke K. Topham, Wasiq Khan, Dhiya Al-Jumeily, Atif Waraich, Abir Hussain:
Limb Joint Movement Gait Dataset from IMU sensor. IEEE DataPort, 2022 - 2021
- [j31]Ahmed J. Aljaaf, Thakir M. Mohsin, Dhiya Al-Jumeily, Mohamed Alloghani:
A fusion of data science and feed-forward neural network-based modelling of COVID-19 outbreak forecasting in IRAQ. J. Biomed. Informatics 118: 103766 (2021) - [j30]Abdullah Numani, Zaiwar Ali, Ziaul Haq Abbas, Ghulam Abbas, Thar Baker, Dhiya Al-Jumeily:
Smart Application Division and Time Allocation Policy for Computational Offloading in Wireless Powered Mobile Edge Computing. Mob. Inf. Syst. 2021: 9993946:1-9993946:13 (2021) - [j29]Mujtaba Ghous, Ziaul Haq Abbas, Ahmad Kamal Hassan, Ghulam Abbas, Thar Baker, Dhiya Al-Jumeily:
Performance Analysis and Beamforming Design of a Secure Cooperative MISO-NOMA Network. Sensors 21(12): 4180 (2021) - [j28]Thar Baker, Dhiya Al-Jumeily, Zakaria Maamar, Zahir Tari:
Semantic eSystems: Engineering methods, techniques, and tools. Softw. Pract. Exp. 51(3): 487-488 (2021) - [j27]Phillip Kendrick, Thar Baker, Zakaria Maamar, Abir Hussain, Rajkumar Buyya, Dhiya Al-Jumeily:
An Efficient Multi-Cloud Service Composition Using a Distributed Multiagent-Based, Memory-Driven Approach. IEEE Trans. Sustain. Comput. 6(3): 358-369 (2021) - [c126]Abbas Saad Alatrany, Abir Hussain, Jamila Mustafina, Dhiya Al-Jumeily:
Stacked Machine Learning Model for Predicting Alzheimer's Disease Based on Genetic Data. DeSE 2021: 594-598 - [c125]Matthew Harper, Fawaz Ghali, Abir Hussain, Dhiya Al-Jumeily:
Review of Methods for Data Collection Experiments with People with Dementia and the Impact of COVID-19. ICIC (3) 2021: 132-147 - [c124]Matthew Harper, Fawaz Ghali, Abir Hussain, Dhiya Al-Jumeily:
Challenges in Data Capturing and Collection for Physiological Detection of Dementia-Related Difficulties and Proposed Solutions. ICIC (3) 2021: 162-173 - [c123]Abbas Saad Alatrany, Abir Hussain, Jamila Mustafina, Dhiya Al-Jumeily:
A Novel Hybrid Machine Learning Approach Using Deep Learning for the Prediction of Alzheimer Disease Using Genome Data. ICIC (3) 2021: 253-266 - [c122]Haya Al-Askar, Rasul Almurshedi, Jamila Mustafina, Dhiya Al-Jumeily, Abir Hussain:
AI in Skin Cancer Detection. ICIC (3) 2021: 301-311 - 2020
- [j26]William Hurst, Casimiro Aday Curbelo Montañez, Nathan Shone, Dhiya Al-Jumeily:
An Ensemble Detection Model Using Multinomial Classification of Stochastic Gas Smart Meter Data to Improve Wellbeing Monitoring in Smart Cities. IEEE Access 8: 7877-7898 (2020) - [j25]Mohammed Khalaf, Haya Alaskar, Abir Jaafar Hussain, Thar Baker, Zakaria Maamar, Rajkumar Buyya, Panos Liatsis, Wasiq Khan, Hissam Tawfik, Dhiya Al-Jumeily:
IoT-Enabled Flood Severity Prediction via Ensemble Machine Learning Models. IEEE Access 8: 70375-70386 (2020) - [j24]Ahmed Adnan Makki, Trung Thanh Nguyen, Jun Ren, Dhiya Al-Jumeily, William Hurst:
Estimating Road Traffic Capacity. IEEE Access 8: 228525-228547 (2020) - [j23]Wasiq Khan, Abir Jaafar Hussain, Haya Alaskar, Thar Baker, Fawaz Ghali, Dhiya Al-Jumeily, Ahmed Al-Shamma'a:
Prediction of Flood Severity Level via Processing IoT Sensor Data Using a Data Science Approach. IEEE Internet Things Mag. 3(4): 10-15 (2020) - [j22]Mohamed Alloghani, Ahmed J. Aljaaf, Abir Hussain, Thar Baker, Jamila Mustafina, Dhiya Al-Jumeily, Mohammed Khalaf:
Correction to: Implementation of machine learning algorithms to create diabetic patient re-admission profiles. BMC Medical Informatics Decis. Mak. 20(1): 93 (2020) - [j21]Zayneb Ahmed, Abir Jaafar Hussain, Wasiq Khan, Thar Baker, Haya Al-Askar, Janet Lunn, Raghad Al-Shabandar, Dhiya Al-Jumeily, Panos Liatsis:
Lossy and Lossless Video Frame Compression: A Novel Approach for High-Temporal Video Data Analytics. Remote. Sens. 12(6): 1004 (2020) - [j20]Jade Hind, Paulo Lisboa, Abir Jaafar Hussain, Dhiya Al-Jumeily:
A Novel Approach to Detecting Epistasis using Random Sampling Regularisation. IEEE ACM Trans. Comput. Biol. Bioinform. 17(5): 1535-1545 (2020) - [c121]Ahmad Zia Ul-Saufie, Dhiya Al-Jumeily, Abir Hussain, Muqhlisah Muhamad, Jamila Mustafina, Fawaz Ghali, Thar Baker:
Novel Approach to Predict Ground-Level Ozone Concentration Using S-estimation and MM-Estimimation. IJCNN 2020: 1-5 - [p6]Mohamed Alloghani, Thar Baker, Dhiya Al-Jumeily, Abir Hussain, Jamila Mustafina, Ahmed J. Aljaaf:
A Systematic Review on Security and Privacy Issues in Mobile Devices and Systems. Handbook of Computer Networks and Cyber Security 2020: 585-608 - [p5]Mohamed Alloghani, Dhiya Al-Jumeily, Abir Hussain, Jamila Mustafina, Thar Baker, Ahmed J. Aljaaf:
Implementation of Machine Learning and Data Mining to Improve Cybersecurity and Limit Vulnerabilities to Cyber Attacks. Nature-Inspired Computation in Data Mining and Machine Learning 2020: 47-76 - [p4]Mohamed Alloghani, Thar Baker, Dhiya Al-Jumeily, Abir Hussain, Jamila Mustafina, Ahmed J. Aljaaf:
Prospects of Machine and Deep Learning in Analysis of Vital Signs for the Improvement of Healthcare Services. Nature-Inspired Computation in Data Mining and Machine Learning 2020: 113-136 - [p3]Mohamed Alloghani, Dhiya Al-Jumeily, Abir Hussain, Panagiotis Liatsis, Ahmed J. Aljaaf:
Performance-Based Prediction of Chronic Kidney Disease Using Machine Learning for High-Risk Cardiovascular Disease Patients. Nature-Inspired Computation in Data Mining and Machine Learning 2020: 187-206 - [e2]Mohammed I. Khalaf, Dhiya Al-Jumeily, Alexei Lisitsa:
Applied Computing to Support Industry: Innovation and Technology - First International Conference, ACRIT 2019, Ramadi, Iraq, September 15-16, 2019, Revised Selected Papers. Communications in Computer and Information Science 1174, Springer 2020, ISBN 978-3-030-38751-8 [contents]
2010 – 2019
- 2019
- [j19]Ala S. Al Kafri, Sud Sudirman, Abir Hussain, Dhiya Al-Jumeily, Friska Natalia, Hira Meidia, Nunik Afriliana, Wasfi Al-Rashdan, Mohammad Bashtawi, Mohammed Al-Jumaily:
Boundary Delineation of MRI Images for Lumbar Spinal Stenosis Detection Through Semantic Segmentation Using Deep Neural Networks. IEEE Access 7: 43487-43501 (2019) - [j18]Paul R. McWhirter, Abir Hussain, Dhiya Al-Jumeily, Iain A. Steele, Marley M. B. R. Vellasco:
Classifying Periodic Astrophysical Phenomena from non-survey optimized variable-cadence observational data. Expert Syst. Appl. 131: 94-115 (2019) - [j17]Mohamed Alloghani, Mohammed M. Alani, Dhiya Al-Jumeily, Thar Baker, Jamila Mustafina, Abir Hussain, Ahmed J. Aljaaf:
A systematic review on the status and progress of homomorphic encryption technologies. J. Inf. Secur. Appl. 48 (2019) - [j16]Ahmed J. Aljaaf, Libby Van Tonder, Conor Mallucci, Dhiya Al-Jumeily, Abir Hussain, Mohamed Alloghani:
Patients Attitude to Technology - A Way to Improve Hydrocephalus Management and Follow up Using Smartphone Intelligent Application. J. Medical Syst. 43(9): 295:1-295:7 (2019) - [j15]Mohamed Alloghani, Ahmed J. Aljaaf, Abir Hussain, Thar Baker, Jamila Mustafina, Dhiya Al-Jumeily, Mohammed Khalaf:
Implementation of machine learning algorithms to create diabetic patient re-admission profiles. BMC Medical Informatics Decis. Mak. 19-S(9): 253 (2019) - [j14]Haya Alaskar, Abir Hussain, Nourah Alaseem, Panos Liatsis, Dhiya Al-Jumeily:
Application of Convolutional Neural Networks for Automated Ulcer Detection in Wireless Capsule Endoscopy Images. Sensors 19(6): 1265 (2019) - [c120]Mohamed Alloghani, Dhiya Al-Jumeily, Ahmed J. Aljaaf, Mohammed Khalaf, Jamila Mustafina, Sin Ying Tan:
The Application of Artificial Intelligence Technology in Healthcare: A Systematic Review. ACRIT 2019: 248-261 - [c119]Asmaa Mahdi, Tillman Weyde, Dhiya Al-Jumeily:
Comparing Unsupervised Layers in Neural Networks for Financial Time Series Prediction. DeSE 2019: 134-139 - [c118]Mohamed Mahyoub, Jade Hind, David Woods, Carl Wong, Abir Hussain, Dhiya Al-Jumeily:
Hierarchical Text Clustering and Categorisation Using a Semi-Supervised Framework. DeSE 2019: 153-159 - [c117]Jade J. K. Hind, Mohamed Mahyoub, David Woods, Carl Wong, Abir Hussain, Dhiya Al-Jumeily:
Automatic Stopword Detection Using Term Ranking between Written and Machine Speech Recognition Transcribed Reviews. DeSE 2019: 301-308 - [c116]Ali Abdulhussein Shubbar, Dhiya Al-Jumeily, Ahmed J. Aljaaf, Mohammed Alyafei, Monower Sadique, Jamila Mustafina:
Investigating the Mechanical and Durability Performance of Cement Mortar Incorporated Modified Fly Ash and Ground Granulated Blast Furnace Slag as Cement Replacement Materials. DeSE 2019: 434-439 - [c115]Kieran Latham, Patryk Kot, Dhiya Al-Jumeily, Atif Waraich, Mani Puthuran, Arun Chandran:
Review of Medical Simulation Training for Endovascular Thrombectomy. DeSE 2019: 867-872 - [c114]Javier de Arquer Rilo, Abir Hussain, May Al Taei, Thar Baker, Dhiya Al-Jumeily:
Dynamic Neural Network for Business and Market Analysis. ICIC (1) 2019: 77-87 - [c113]Mohammed Khalaf, Abir Jaafar Hussain, Omar Alfandi, Dhiya Al-Jumeily, Mohamed Alloghani, Mahmood Alsaadi, Omar A. Dawood, Dhafar Hamed Abd:
An Application of Using Support Vector Machine Based on Classification Technique for Predicting Medical Data Sets. ICIC (2) 2019: 580-591 - [c112]William Hurst, Casimiro Aday Curbelo Montañez, Dhiya Al-Jumeily:
Age Group Detection in Stochastic Gas Smart Meter Data Using Decision-Tree Learning. ICIC (3) 2019: 593-605 - 2018
- [c111]Basma Abdulaimma, Abir Hussain, Paul Fergus, Dhiya Al-Jumeily, Paulo Lisboa, De-Shuang Huang, Naeem Radi:
Improving Type 2 Diabetes Phenotypic Classification by Combining Genetics and Conventional Risk Factors. CEC 2018: 1-7 - [c110]Ahmed J. Aljaaf, Dhiya Al-Jumeily, Hussein M. Haglan, Mohamed Alloghani, Thar Baker, Abir Jaafar Hussain, Jamila Mustafina:
Early Prediction of Chronic Kidney Disease Using Machine Learning Supported by Predictive Analytics. CEC 2018: 1-9 - [c109]Ala S. Al Kafri, Sud Sudirman, Abir Jaafar Hussain, Dhiya Al-Jumeily, Paul Fergus, Friska Natalia, Hira Meidia, Nunik Afriliana, Ali Sophian, Mohammed Al-Jumaily, Wasfi Al-Rashdan, Mohammad Bashtawi:
Segmentation of Lumbar Spine MRI Images for Stenosis Detection Using Patch-Based Pixel Classification Neural Network. CEC 2018: 1-8 - [c108]Mohammed Khalaf, Abir Jaafar Hussain, Dhiya Al-Jumeily, Thar Baker, Robert Keight, Paulo Lisboa, Paul Fergus, Ala S. Al Kafri:
A Data Science Methodology Based on Machine Learning Algorithms for Flood Severity Prediction. CEC 2018: 1-8 - [c107]David Reid, Abir Jaafar Hussain, Hissam Tawfik, Rozaida Ghazali, Dhiya Al-Jumeily:
Forecasting Natural Events Using Axonal Delay. CEC 2018: 1-6 - [c106]Jade Hind, Abir Hussain, Dhiya Al-Jumeily, Casimiro Aday Curbelo Montañez, Carl Chalmers, Paulo Lisboa:
Robust Interpretation of Genomic Data in Chronic Obstructive Pulmonary Disease (COPD). DeSE 2018: 12-17 - [c105]Ahmed J. Aljaaf, Dhiya Al-Jumeily, Thaaer kh. Asman, Abir Jaafar Hussain, Thar Baker, Mohamed Alloghani, Jamila Mustafina:
H-Diary: Mobile Application for Headache Diary and Remote Patient Monitoring. DeSE 2018: 18-22 - [c104]Mohamed Alloghani, Ahmed J. Aljaaf, Dhiya Al-Jumeily, Abir Hussain, Conor Mallucci, Jamila Mustafina:
Data Science to Improve Patient Management System. DeSE 2018: 27-30 - [c103]Mohamed Alloghani, Dhiya Al-Jumeily, Abir Hussain, Ahmed J. Aljaaf, Jamila Mustafina, Egor Petrov:
Healthcare Services Innovations Based on the State of the Art Technology Trend Industry 4.0. DeSE 2018: 64-70 - [c102]Ameer Jebur, William Atherton, Rafid Al Khaddar, Ed Loffill, Dhiya Al-Jumeily:
An Enhanced Neural Network Scheme to Model Pile Load-Deformation Under Uplift Loading. DeSE 2018: 129-133 - [c101]Mohamed Alloghani, Dhiya Al-Jumeily, Abir Hussain, Ahmed J. Aljaaf, Jamila Mustafina, Egor Petrov:
Application of Machine Learning on Student Data for the Appraisal of Academic Performance. DeSE 2018: 157-162 - [c100]Jamila Mustafina, Lenar Galiullin, Dhiya Al-Jumeily, Egor Petrov, Mohamed Alloghani, Ahmed Kaky:
Application of Learning Analytics in Higher Educational Institutions. DeSE 2018: 163-168 - [c99]Dhiya Al-Jumeily, Khalid Hashim, Rafid Alkaddar, Muayid Al-Tufaily, Jan Lunn:
Sustainable and Environmental Friendly Ancient Reed Houses (Inspired by the Past to Motivate the Future). DeSE 2018: 214-219 - [c98]Hiba Al Smadi, Fiona J. Petcher, Dhiya Al-Jumeily, Abir Jaafar Hussain, Carl Chalmers, Richard P. Jennings:
The Development of an Arches Resource Model for Recording Radiocarbon Information. DeSE 2018: 220-224 - [c97]Abir Jaafar Hussain, Deimante Marcinonyte Marcinonyte, Farkhund Iqbal, Hissam Tawfik, Thar Baker, Dhiya Al-Jumeily:
Smart Home Systems Security. HPCC/SmartCity/DSS 2018: 1422-1428 - [c96]Thar Baker, José M. García-Campos, Daniel Gutiérrez-Reina, Sergio L. Toral Marín, Hissam Tawfik, Dhiya Al-Jumeily, Abir Hussain:
GreeAODV: An Energy Efficient Routing Protocol for Vehicular Ad Hoc Networks. ICIC (3) 2018: 670-681 - [c95]Rounaq Abbas, Abir Jaafar Hussain, Dhiya Al-Jumeily, Thar Baker, Asad Masood Khattak:
Classification of Foetal Distress and Hypoxia Using Machine Learning Approaches. ICIC (3) 2018: 767-776 - [c94]Natasa Kleanthous, Abir Hussain, Alex Mason, Jennifer Sneddon, Andy Shaw, Paul Fergus, Carl Chalmers, Dhiya Al-Jumeily:
Machine Learning Techniques for Classification of Livestock Behavior. ICONIP (4) 2018: 304-315 - [c93]Casimiro Aday Curbelo Montañez, Paul Fergus, Almudena Curbelo Montañez, Abir Hussain, Dhiya Al-Jumeily, Carl Chalmers:
Deep Learning Classification of Polygenic Obesity using Genome Wide Association Study SNPs. IJCNN 2018: 1-8 - [c92]Mohamed Alloghani, Dhiya Al-Jumeily, Thar Baker, Abir Hussain, Jamila Mustafina, Ahmed J. Aljaaf:
Applications of Machine Learning Techniques for Software Engineering Learning and Early Prediction of Students' Performance. SCDS 2018: 246-258 - [c91]Mohammed Al-Khafajiy, Thar Baker, Atif Waraich, Dhiya Al-Jumeily, Abir Hussain:
IoT-Fog Optimal Workload via Fog Offloading. UCC Companion 2018: 359-364 - [p2]Ahmed J. Aljaaf, Conor Mallucci, Dhiya Al-Jumeily, Abir Hussain, Mohamed Alloghani, Jamila Mustafina:
A Study of Data Classification and Selection Techniques to Diagnose Headache Patients. Applications of Big Data Analytics 2018: 121-134 - [e1]Sabu M. Thampi, Sri Krishnan, Juan Manuel Corchado Rodríguez, Swagatam Das, Michal Wozniak, Dhiya Al-Jumeily:
Advances in Signal Processing and Intelligent Recognition Systems - Proceedings of Third International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS-2017), September 13-16, 2017, Manipal, India. Advances in Intelligent Systems and Computing 678, Springer 2018, ISBN 978-3-319-67933-4 [contents] - [i2]Casimiro Aday Curbelo Montañez, Paul Fergus, Almudena Curbelo Montañez, Abir Hussain, Dhiya Al-Jumeily, Carl Chalmers:
Deep Learning Classification of Polygenic Obesity using Genome Wide Association Study SNPs. CoRR abs/1804.03198 (2018) - [i1]Casimiro Aday Curbelo Montañez, Paul Fergus, Abir Hussain, Dhiya Al-Jumeily:
Analysis of Extremely Obese Individuals Using Deep Learning Stacked Autoencoders and Genome-Wide Genetic Data. CoRR abs/1804.06262 (2018) - 2017
- [j13]Mohammed Khalaf, Abir Jaafar Hussain, Robert Keight, Dhiya Al-Jumeily, Paul Fergus, Russell Keenan, Posco Tso:
Machine learning approaches to the application of disease modifying therapy for sickle cell using classification models. Neurocomputing 228: 154-164 (2017) - [j12]Paul Fergus, Abir Jaafar Hussain, John Hearty, Stuart Fairclough, Lynne Boddy, Kelly A. Mackintosh, Gareth Stratton, Nicola D. Ridgers, Dhiya Al-Jumeily, Ahmed J. Aljaaf, Janet Lunn:
A machine learning approach to measure and monitor physical activity in children. Neurocomputing 228: 220-230 (2017) - [c90]Ala S. Al Kafri, Sud Sudirman, Abir Jaafar Hussain, Paul Fergus, Dhiya Al-Jumeily, Hiba Al Smadi, Mohammed Khalaf, Mohammed Al-Jumaily, Wasfi Al-Rashdan, Mohammad Bashtawi:
Detecting the Disc Herniation in Segmented Lumbar Spine MR Image Using Centroid Distance Function. DeSE 2017: 9-13 - [c89]Asmaa Mahdi, Tillman Weyde, Dhiya Al-Jumeily:
The FL-SMIA Network: A Novel Architecture for Time Series Prediction. DeSE 2017: 31-36 - [c88]Jade Hind, Dhiya Al-Jumeily, Abir Jaafar Hussain, Naif Almughamisi, Mark Allen, Jamila Mustafina:
Impacts and Benefits of Health Informatics in Saudi Arabia: A Weblink Pilot Project. DeSE 2017: 43-49 - [c87]Abdennour El Rhalibi, Dhiya Al-Jumeily:
Dynamic Area of Interest Management for Massively Multiplayer Online Games Using OPNET. DeSE 2017: 50-55 - [c86]Dhiya Al-Jumeily, Adil Al-Azzawi, Asmaa Mahdi, Jade Hind:
A Robust Spatially Invariant Model for Latent Fingerprint Authentication Approach. DeSE 2017: 94-99 - [c85]