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Department of Computer Science

Prof Abir Hussain

Prof Abir Hussain

Biography

Abir Hussain is a professor of Machine Learning and she is the head of the Applied Computing Research Group at the faculty of Engineering and Technology.

She completed her PhD study at The University of Manchester, UK in 2000 with a thesis title Polynomial Neural Networks for Image and Signal Processing. She has published numerous referred research papers in conferences and Journal in the research areas of Neural Networks, Signal Prediction, Telecommunication Fraud Detection and Image Compression.

She has worked with higher order and recurrent neural networks and their applications to financial, physical, e-health and image compression techniques. She has developed with her research students a number of recurrent neural network architectures. Her research has been published in a number of high esteemed and high impact journals such as the Expert Systems with Applications, PloS ONE, Electronic Letters, Neurocomputing, and Neural Networks and Applications.

She is a PhD supervisor and an external examiner for research degrees including PhD and MPhil.

She is one of the initiators and chairs of the Development in e-Systems Engineering (DeSE) series, most notably illustrated by the IEEE technically sponsored DeSE International Conference Series

Languages

Arabic
French

Degrees

2000, University of Manchester, United Kingdom, PhD
1996, University of Manchester, United Kingdom, MSc
1995, University of Salford, United Kingdom, BSc

Academic appointments

Professor, Computer Science, Liverpool John Moores University, 2018 - present
Reader, Computer Science, Liverpool John Moores University, 2014 - 2018
Senior Lecturer, School of Computing and Mathematcial Science, Liverpool John Moores University, 2001 - 2014
Lecturer, Computer Science, De Montfort University, 2000 - 2001

Publications

Highlighted publications

Hussain A, Liatsis P, Khalaf M, Tawfik H, Alaskar H. 2018. A Dynamic Neural Network Architecture with immunology Inspired Optimization for Weather Data Forecasting Big Data Research, >DOI

Hussain A, Al-Jumeily D, Al-Askar H, Radi N. 2015. Regularized dynamic self-organized neural network inspired by the immune algorithm for financial time series prediction Neurocomputing, 188 :23-30 >DOI

Hussain AJ, Fergus P, Al-Askar H, Al-Jumeily D, Jager F. 2015. Dynamic neural network architecture inspired by the immune algorithm to predict preterm deliveries in pregnant women NEUROCOMPUTING, 151 :963-974 >DOI >Link

Hussain A, Al-Jumeily D, Radi N, Lisboa P. 2015. Hybrid Neural Network Predictive-Wavelet Image Compression System Neurocomputing, 151 :975-975 >DOI

Al-Shabandar R, Hussain A, Keight R, Liatsis P. Analyzing Learners Behavior in MOOCs: An Examination of Performance and Motivation Using a Data-Driven Approach IEEE Access,

McWhirter P, Steele I, Hussain A, Al-Jumeily D, Vellasco M. GRAPE: Genetic Routine for Astronomical Period Estimation Monthly Notices of the Royal Astronomical Society, :5196-5213

Hussain A, Al-Fayadh A, Radi N. Image Compression Techniques: A Survey in Lossless and Lossy algorithms Neurocomputing, >DOI

Reid D, Hussain AJ, Tawkif H. Financial Time Series Prediction Using Spiking Neural Networks PLoS One, >DOI

Conference publication

Reid D, Hussain AJ, Tawfik H, Ghazali R, Al-Jumeily D. 2018. Forecasting Natural Events using Axonal Delay 2018 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), IEEE Congress on Evolutionary Computation (IEEE CEC) as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI) :260-265 >Link

Orphanidou NK, Hussain A, Keight R, Lisboa P, Hind J, Al-Askar H. 2018. Predicting Freezing of Gait in Parkinsons Disease Patients using Machine Learning 2018 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), IEEE Congress on Evolutionary Computation (IEEE CEC) as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI) :266-273 >Link

Al Kafri AS, Sudirman S, Hussain AJ, Al-Jumeily D, Fergus P, Natalia F, Meidia H, Afriliana N, Sophian A, Al-Jumaily M, Al-Rashdan W, Bashtawi M. 2018. Segmentation of Lumbar Spine MRI Images for Stenosis Detection using Patch-based Pixel Classification Neural Network 2018 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), IEEE Congress on Evolutionary Computation (IEEE CEC) as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI) :538-545 >Link

Aljaaf A, Al-Jumeily D, Hussain A, Baker T, Khairallah T, Alloghani M. 2018. H-Diary: Mobile application for headache diary and remote patient monitoring The 11th International Conference on the Developments in eSystems Engineering

Al-Khafajiy M, Baker T, Waraich A, Al-Jumeily D, Hussain A. 2018. IoT-Fog Optimal Workload via Fog Offloading 11th IEEE/ACM International Conference on Utility and Cloud Computing

Al-Maytami BA, Fan P, Hussain A. 2018. I-MMST: A New Task Scheduling Algorithm in Cloud Computing Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10955 LNCS :601-612 >DOI

Alaskar H, Jaafar Hussain A. 2018. Data Mining to Support the Discrimination of Amyotrophic Lateral Sclerosis Diseases Based on Gait Analysis Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10956 LNAI :760-766 >DOI

Alloghani M, Al-Jumeily D, Baker T, Hussain A, Mustafina J, Kaky AJM. 2018. Applications of Machine learning Techniques for Software Engineering Learning and Early Prediction of Students' Performance Communications in Computer and Information Science (CCIS) series, Forth International Conference on Soft Computing in Data Science 2018 (SCDS2018)

Baker T, García-Campos JM, Gutiérrez Reina D, Toral S, Tawfik H, Al-Jumeily D, Hussain A. 2018. GreeAODV: An Energy Efficient Routing Protocol for Vehicular Ad Hoc Networks International Conference On Intelligent Computing (ICIC 2018)

Kaky A, Al-Jumeily D, Haglan H, Alloghani M, Baker T, Hussain A, Mustafina J. 2018. Early Prediction of Chronic Kidney Disease Using Machine Learning Supported by Predictive Analytics The bi-annual IEEE World Congress on Computational Intelligence (IEEE WCCI), 2018 IEEE Congress on Evolutionary Computation (CEC)

Randles M, Johnson P. 2017. INTERNET OF THINGS ECO-SYSTEMS: ASSURED INTERACTIVITY OF DEVICES AND DATA THROUGH CLOUD BASED TEAM WORK Second International conference on Internet of Things, Data and Cloud Computing (ICC'17)

Younis YA, Kifayat K, Hussain A. 2017. Preventing and detecting cache side-channel attacks in cloud computing ACM International Conference Proceeding Series, >DOI

Kendrick P, Hussain A, Criado N, Randles M. 2017. Selecting Scalable Network Features for Infiltration Detection Hamdan H, AlJumeily D, Hussain A, Tawfik H, Hind J. 2017 10TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2017), 10th International Conference on Developments in eSystems Engineering (DeSE) :88-93 >DOI >Link

Al Kafri AS, Sudirman S, Hussain AJ, Fergus P, Al-Jumeily D, Al Smadi H, Khalaf M, Al-Jumaily M, Al-Rashdan W, Bashtawi M. 2017. Detecting the Disc Herniation in Segmented Lumbar Spine MR Image using Centroid Distance Function Hamdan H, AlJumeily D, Hussain A, Tawfik H, Hind J. 2017 10TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2017), 10th International Conference on Developments in eSystems Engineering (DeSE) :9-13 >DOI >Link

Alloghani M, Hussain A, Al-Jumeily D, Aljaaf AJ, AlShamsi N. 2017. Development of An Interactive System to Enhance Strategic Planning Process and Quality of Aviation Operations Using Balanced Scorecard: A UAE case study Hamdan H, AlJumeily D, Hussain A, Tawfik H, Hind J. 2017 10TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2017), 10th International Conference on Developments in eSystems Engineering (DeSE) :201-205 >DOI >Link

Hind J, Al-Jumeily D, Hussain AJ, Almughamisi N, Allen M, Mustafina J. 2017. Impacts and Benefits of Health Informatics in Saudi Arabia: A Weblink Pilot Project Hamdan H, AlJumeily D, Hussain A, Tawfik H, Hind J. 2017 10TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2017), 10th International Conference on Developments in eSystems Engineering (DeSE) :43-49 >DOI >Link

Khalaf M, Hussain AJ, Keight R, Al-Jumeily D, Keenan R, Chalmers C, Fergus P, Salih W, Abd DH, Idowu IO. 2017. Recurrent Neural Network Architectures for Analysing Biomedical Data sets Hamdan H, AlJumeily D, Hussain A, Tawfik H, Hind J. 2017 10TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2017), 10th International Conference on Developments in eSystems Engineering (DeSE) :232-237 >DOI >Link

Khalaf M, Hussain AJ, Al-Jumeily D, Keight R, Keenan R, Al Kafri AS, Chalmers C, Fergus P, Idowu IO. 2017. A Performance Evaluation of Systematic Analysis for Combining Multi-class Models for Sickle Cell Disorder Data Sets Huang DS, Jo KH, FigueroaGarcia JC. INTELLIGENT COMPUTING THEORIES AND APPLICATION, ICIC 2017, PT II, 13th International Conference on Intelligent Computing (ICIC) 10362 :115-121 >DOI >Link

Montanez CAC, Fergus P, Hussain A, Al-Jumeily D, Dorak MT, Abdullah R. 2017. Evaluation of Phenotype Classification Methods for Obesity Using Direct to Consumer Genetic Data Huang DS, Jo KH, FigueroaGarcia JC. INTELLIGENT COMPUTING THEORIES AND APPLICATION, ICIC 2017, PT II, 13th International Conference on Intelligent Computing (ICIC) 10362 :350-362 >DOI >Link

Lisboa P, Hind J, Hussain A, Al-Jumeily D. 2017. A Robust Method for the Interpretation of Genomic Data 2017 International Joint Conference on Neural Networks (IJCNN 2017) >DOI

McWhirter P, Steele I, Al-Jumeily D, Hussain A, Vellasco M. 2017. The classification of periodic light curves from non-survey optimized observational data through automated extraction of phase-based visual features Neural Networks (IJCNN), 2017 International Joint Conference on Neural Networks (IJCNN 2017) >DOI

Al-Shabandar R, Hussain A, Laws A, Keight R, Lunn J. 2017. Machine Learning Approaches to Predict Learning Outcomes in Massive Open Online Courses 2017 International Joint Conference on Neural Networks (IJCNN 2017) >DOI

Keight R, al-Jumeily D, Hussain A, Al-Jumaily M, Mallucci C. 2017. Towards the Discrimination of Primary and Secondary Headache: An Intelligent Systems Approach International Journal of Neural Networks, 2017 International Joint Conference on Neural Networks (IJCNN 2017) >DOI

Curbelo Montañez C, Fergus P, Hussain A, Al-Jumeily D. 2017. Machine learning approaches for the prediction of obesity using publicly available genetic profiles 2017 International Joint Conference on Neural Network >DOI

Kendrick P, Randles M, Hussain A, Criado N. 2017. Multi-Agent Systems for Scalable Internet of Things Security ACM Digital Library, The second International Conference on Internet of Things, Data and Cloud Computing (ICC 2017)

Alloghani M, Hussain A, Al-Jumeily D, AlJaaf A. 2017. Gamification in e-Governance: Development of an online gamified system to enhance government entities services delivery and promote public's awareness International Conference Proceedings Series by ACM, 2017 5th International Conference on Information and Education Technology (ICIET 2017)

Alloghani M, Al-Jumeily D, Hussain A. 2016. APPS FOR EDUCATION: DEVELOPMENT OF A VIRTUAL ROLE-PLAY SIMULATION APP FOR ACADEMIC TEACHERS AND STUDENTS Chova LG, Martinez AL, Torres IC. EDULEARN16: 8TH INTERNATIONAL CONFERENCE ON EDUCATION AND NEW LEARNING TECHNOLOGIES, 8th International Conference on Education and New Learning Technologies (EDULEARN) :2201-2201 >Link

Hamid T, Al-Jumeily D, Hussain A, Mustafina J. 2016. Cyber Security Risk Evaluation Research Based on Entropy Weight Method Aljumeily D, Hussain A, Tawfik H, Hamdan H, Dawson T, Hind J. 2016 9TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2016), 9th International Conference on Developments in eSystems Engineering (DeSE) :98-104 >DOI >Link

Salih WM, Hussain AJ, Khalaf M, Lunn J, Al-Jumeily D, Fergus P, Ealeifo T, Salih HM. 2016. The Effects of Premature Birth on Children Education Aljumeily D, Hussain A, Tawfik H, Hamdan H, Dawson T, Hind J. 2016 9TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2016), 9th International Conference on Developments in eSystems Engineering (DeSE) :51-55 >DOI >Link

Alghamdi M, Al-Jumeily D, Hussain A, Mac Dermott A. 2016. A Proposed Tutoring System to Support the Learning of Computer Programming: Case Study Proceedings of the 2016 SAI Computing Conference (SAI), SAI Computing Conference (SAI) :875-880 >Link

Aljaaf AJ, Al-Jumeily D, Hussain AJ, Fergus P, Al-Jumaily M, Hamdan H. 2016. Partially Synthesised Dataset to Improve Prediction Accuracy Huang DS, Bevilacqua V, Premaratne P. INTELLIGENT COMPUTING THEORIES AND APPLICATION, ICIC 2016, PT I, 12th International Conference on Intelligent Computing (ICIC) 9771 :855-866 >DOI >Link

Alloghani M, hussain A, Al-jumeily D, Abuelmaatti OE. 2016. Technology Acceptance Model for the Use of M-Health Services among health related users in UAE Development on E-systems Engineering

alloghani M, Al-Jumeily D, Hussain A. 2016. DEVELOPMENT OF A VIRTUAL ROLE-PLAY SIMULATION APP FOR ACADEMIC TEACHERS AND STUDENTS 8th annual International Conference on Education and New Learning Technologies

Kendrick P, Hussain A, Criado N. 2016. Multi-Agent Systems for Dynamic Forensic Investigation Lecture Notes in Computer Science, 2016 International Conference on Intelligent Computation

McWhirter PR, Wright S, Steele IA, Al-Jumeily D, Hussain A, Fergus P. 2016. A Dynamic, Modular Intelligent-Agent framework for Astronomical Light Curve Analysis and Classification 2016 International Conference on Intelligent Computation

khalaf M, Hussain A, Al-Jumeily D, Keight R, Keenan R, Fergus P, AlAskar H, Shaw A, Olatunji I. 2016. Training Neural networks for Experimental models: Classifying Biomedical Datasets for Sickle Cell Disease Lecture Notes in Computer Science, 2016 International Conference on Intelligent Computation

Aljaaf A, Al-jumeily D, Hussain A, Fergus P, al-jumaily M, Hamdan H. 2016. Partially Synthesised Dataset to Improve Prediction Accuracy (Case Study: Prediction of Heart Diseases) Lecture Notes in Computer Science, 2016 International Conference on Intelligent Computation

Aday Curbelo Montañez C, Fergus P, Hussain A, Al-Jumeily D, Abdulaimma B, Al-askar H. 2016. A Genetic Analytics Framework for Risk Variant Identification to Support Intervention Strategies for People Susceptible to Polygenic Obesity and Overweigh Lecture Notes in Computer Science, 2016 International Conference on Intelligent Computation

Al Kafri A, Sudirman S, Hussain A, Fergus P, Al-Jumeily D, Al-Jumaily M, Alaskar H. 2016. A Framework on A Computer Assisted and Systematic Methodology for Detection of Chronic Lower Back Pain using Artificial Intelligence and Computer Graphics Technologies Lecture Notes in Computer Science, 2016 International Conference on Intelligent Computation

Alloghani M, Hussain A, Al-Jumeily D, Fergus P, Abuelma'atti O, Hamdan H. 2016. A Mobile Health Monitoring Application for Obesity Management and Control Using the Internet-of-Things 1Mohamed Sixth International Conference on Digital Information Processing and Communications (ICDIPC)

khalaf M, Hussain A, Keight R, Al-Jumeily D, Keenan R, Fergus P, Idowu I. 2016. The Utilisiation of composite Machine Learning models for the Classification of Medical Datasets For Sickle Cell Disease Sixth International Conference on Digital Information Processing and Communications (ICDIPC)

Aljaaf A, Hussain A, Fergus P, Przybyla A, Barton G. 2016. Evaluation of Machine Learning Methods to Predict Knee Loading from the Movement of Body Segments IEEE World Congress on Computational Intelligence :5168-5173 >DOI

Idowu I, Fergus P, Hussain A, Dobbins C, Khalaf M, Casana Eslava R, Keight R. 2016. Artificial Intelligence for Detecting Preterm Uterine Activity in Gynacology and Obstertric Care 15th IEEE International Conference on Computer and Information Technology (CIT’15) :215-220 >DOI

Khalaf M, Hussain AJ, Al-Jumeily D, Keenan R, Keight R, Fergus P, Idowu IO. 2015. Applied Difference Techniques of Machine learning Algorithm and Web-based Management System for Sickle Cell Disease Jumelly DA, Hussain A, Tawfik H, MacDermott A, Lempereur B. PROCEEDINGS 2015 INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING DESE 2015, International Conference on Developments in eSystems Engineering (DeSE) :231-235 >DOI >Link

Al-Jumeily D, Hussain A, MacDermott A, Tawfik H, Murphy J. 2015. Improving Communication Between Healthcare Professionals and Their Patients Through a Prescription Tracking System Jumelly DA, Hussain A, Tawfik H, MacDermott A, Lempereur B. PROCEEDINGS 2015 INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING DESE 2015, International Conference on Developments in eSystems Engineering (DeSE) :218-224 >DOI >Link

Hussain AJ, Fergus P, Al-Jumeily D, Pich A, Hind J. 2015. Teaching Primary School Children the Concept of Computer Programming Jumelly DA, Hussain A, Tawfik H, MacDermott A, Lempereur B. PROCEEDINGS 2015 INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING DESE 2015, International Conference on Developments in eSystems Engineering (DeSE) :180-184 >DOI >Link

Al-Jumeily D, Hussain A, MacDermott A, Tawfik H, Seeckts G, Lunn J. 2015. The Development of Fraud Detection Systems for Detection of Potentially Fraudulent Applications Jumelly DA, Hussain A, Tawfik H, MacDermott A, Lempereur B. PROCEEDINGS 2015 INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING DESE 2015, International Conference on Developments in eSystems Engineering (DeSE) :7-13 >DOI >Link

Lennon U, Hussain AJ, Francis H, Al-Jumeily D, Fergus P, Khalaf M, Radi N. 2015. The Impact of Social Media and its Utilisation by Pharmaceutical Companies Jumelly DA, Hussain A, Tawfik H, MacDermott A, Lempereur B. PROCEEDINGS 2015 INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING DESE 2015, International Conference on Developments in eSystems Engineering (DeSE) :14-19 >DOI >Link

Alghamdi M, Al-Jumeily D, Hussain AJ. 2015. Supporting Young Students to Learn Computer Programming in an Early Schooling INTERNATIONAL CONFERENCE ON COMPUTER VISION AND IMAGE ANALYSIS APPLICATIONS, International Conference on Computer Vision and Image Analysis Applications (ICCVIA) >Link

Khalaf M, Hussain AJ, Al-Jumeily D, Keenan R, Fergus P, Idowu IO. 2015. Robust Approach for Medical Data Classification and Deploying Self-Care Management System for Sickle Cell Disease Wu YL, Min GY, Georgalas N, Hu J, Atzori L, Jin XL, Jarvis S, Liu L, Calvo RA. CIT/IUCC/DASC/PICOM 2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY - UBIQUITOUS COMPUTING AND COMMUNICATIONS - DEPENDABLE, AUTONOMIC AND SECURE COMPUTING - PERVASIVE INTELLIGENCE AND COMPUTING, IEEE International Conference on Computer and Information :575-580 >DOI >Link

Alghamdi M, Al-Jumeily D, Hussain AJ. 2015. Supporting young students to learn computer programming in an early schooling Proceedings - International Conference on Computer Vision and Image Analysis Applications, ICCVIA 2015, >DOI

Khalaf M, Hussain A, Al-Jumeily D, Fergus P, Keenan R, Radi N. 2015. A Framework to Support Ubiquitous Healthcare Monitoring and Diagnostic for Sickle Cell Disease International Conference on Intelligent Computation 9226 2015 >DOI

Aljaaf AJ, Al-Jumeily D, Hussain AJ, Fergus P, Al-Jumaily M, Radi N. 2015. Applied Machine Learning Classifiers for Medical Applications: Clarifying the behavioural patterns using a variety of datasets Liatsis P, Uus A, Miah S. 2015 INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING (IWSSIP 2015), 22nd International Conference on Systems, Signals and Image Processing (IWSSIP) :228-232 >Link

Al-Jumeily D, Hussain A, MacDermott A, Murphy J. 2015. Improving the barrier of communication between healthcare professionals and their patients using a Prescription Tracking System Liatsis P, Uus A, Miah S. 2015 INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING (IWSSIP 2015), 22nd International Conference on Systems, Signals and Image Processing (IWSSIP) :282-286 >Link

Al-Jumeily D, Hussain A, MacDermott A, Seeckts G, Lunn J. 2015. Methods and Techniques to Support the Development of Fraud Detection System Liatsis P, Uus A, Miah S. 2015 INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING (IWSSIP 2015), 22nd International Conference on Systems, Signals and Image Processing (IWSSIP) :224-227 >Link

Aljaaf AJ, Al-Jumeily D, Hussain AJ, Fergus P, Al-Jumaily M, Abdel-Aziz K. 2015. Toward an Optimal Use of Artificial Intelligence Techniques within a Clinical Decision Support System 2015 SCIENCE AND INFORMATION CONFERENCE (SAI), Proceedings of the Science and Information Conference (SAI) :548-554 >Link

Francis H, Hussain A, Connell L, Al-Jumeily D, Fergus P, Lunn J, Radi N. 2015. An Investigation into Gender Disparities in the Field of Computing IEEE, DeSE 105

Hussain A. 2015. The utilisation of social media for bridging the gap between patients and pharmaceutical companies 2015 International Conference on Systems, Signals and Image Processing (IWSSIP) >DOI

Hussain A. 2015. Advance flood detection and notification system based on sensor technology and machine learning algorithm 2015 International Conference on Systems, Signals and Image Processing (IWSSIP) >DOI

Aljaaf AJ, Al-Jumeily D, Hussain AJ, Fergus P, Al-Jumaily M, Radi N. 2015. A Systematic Comparison and Evaluation of Supervised Machine Learning Classifiers Using Headache Dataset Huang DS, Han K. ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS, ICIC 2015, PT III, 11th International Conference on Intelligent Computing (ICIC) 9227 :101-108 >DOI >Link

Hussain AJ, Fergus P, Al-Jumeily D, Alaskar H, Radi N. 2015. The Utilisation of Dynamic Neural Networks for Medical Data Classifications- Survey with Case Study Huang DS, Han K. ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS, ICIC 2015, PT III, 11th International Conference on Intelligent Computing (ICIC) 9227 :752-758 >DOI >Link

Hussain AJ, Al-Jumeily D, Al-Askar H. 2015. The Application of Dynamic Self-organised Multilayer network Inspired by the Immune Algorithm for Weather Signals Forecast 2015 Third International Conference on Technological Advances in Electrical, Electronics and Computer Engineering (TAEECE), 3rd International Conference on Technological Advances in Electrical, Electronics and Computer Engineering (TAEECE) :94-100 >Link

Aljaaf AJ, Al-Jumeily D, Hussain AJ, Dawson T, Fergus P, Al-Jumaily M. 2015. Predicting the Likelihood of Heart Failure with a Multi Level Risk Assessment Using Decision Tree 2015 Third International Conference on Technological Advances in Electrical, Electronics and Computer Engineering (TAEECE), 3rd International Conference on Technological Advances in Electrical, Electronics and Computer Engineering (TAEECE) :101-106 >Link

Al-Askar H, Hussain AJ, Al-Jumeily D, Radi N. 2014. Regularized dynamic self organized neural network inspired by the immune algorithm for financial time series prediction Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8590 LNBI :56-62 >DOI

Farrugia A, Al-Jumeily D, Al-Jumaily M, Hussain A, Lamb D. 2014. Medical Diagnosis: are Artificial Intelligence systems able to diagnose the underlying causes of specific headaches? Hussain A, AlJumeily D, Radi N, Tawk H, Radvan R. 2013 SIXTH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE), Sixth International Conference on Developments in eSystems Engineering (DeSE) :376-382 >DOI >Link

Al-Jumeily D, Hussain A, Al Lawatib B, Crate S. 2014. CONCEPTUAL FRAMEWORK FOR SUPPORTING E-LEARNING SYSTEMS Chova LG, Martinez AL, Torres IC. EDULEARN14: 6TH INTERNATIONAL CONFERENCE ON EDUCATION AND NEW LEARNING TECHNOLOGIES, 6th International Conference on Education and New Learning Technologies (EDULEARN) :885-895 >Link

Aljaaf AJ, Al-Jumeily D, Hussain AJ, Lamb D, Al-Jumaily M, Abdel-Aziz K. 2014. A Study of Data Classification and Selection Techniques for Medical Decision Support Systems Huang DS, Jo KH, Wang L. INTELLIGENT COMPUTING METHODOLOGIES, 10th International Conference on Intelligent Computing (ICIC) 8589 :135-143 >Link

Fergus P, Hignett D, Hussain AJ, Al-Jumeily D. 2014. An advanced machine learning approach to generalised epileptic seizure detection Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8590 LNBI :112-118 >DOI

Al-Jumeily D, Iram S, Hussain AJ, Francois-Benois V, Fergus P. 2014. Early detection method of alzheimer's disease using EEG signals Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8590 LNBI :25-33 >DOI

Alaskar H, Hussain AJ, Paul FH, Al-Jumeily D, Tawfik H, Hamdan H. 2014. Feature analysis of uterine electrohystography signal using dynamic self-organised multilayer network inspired by the immune algorithm Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8588 LNCS :206-212 >DOI

Hussain AJ, Al-Askar H, Al-Jumeily D. 2014. Physical time series prediction using dynamic neural network inspired by the immune algorithm Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8779 LNAI :152-161 >DOI

Reid D, Hussain AJ, Tawfik H, Ghazali R. 2014. Prediction of physical time series using spiking neural networks Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8589 LNAI :816-824 >DOI

Huang R, Tawfik H, Hussain AJ, Al-Askar H. 2014. The application of artificial immune systems for the prediction of premature delivery Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8589 LNAI :825-833 >DOI

Al-Jumeily D, Hussain A, Alghamdi M, Lamb D, Hamdan H. 2014. The Development of an Intelligent Tutorial System for System Development 2014 INTERNATIONAL CONFERENCE ON WEB AND OPEN ACCESS TO LEARNING (ICWOAL), International Conference on Web and Open Access to Learning (ICWOAL) >Link

Iram S, Al-Jumeily D, Fergus P, Hussain A. 2014. Exploring the Hidden Challenges Associated with the Evaluation of Multi-class Datasets using Multiple Classifiers 2014 EIGHTH INTERNATIONAL CONFERENCE ON COMPLEX, INTELLIGENT AND SOFTWARE INTENSIVE SYSTEMS (CISIS),, 8th International Conference on Complex, Intelligent and Software Intensive Systems (CISIS) :346-352 >DOI >Link

Idowu I, Fergus P, Hussain A, Dobbins C, Al-Askar H. 2014. Advance Artificial Neural Network Classification Techniques Using EHG for Detecting Preterm Births 2014 Eighth International Conference on Complex, Intelligent and Software Intensive Systems :95-100 >DOI

Reid D, Hussain AJ, Tawfik H. 2013. Spiking Neural Networks for Financial Data Prediction 2013 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), International Joint Conference on Neural Networks (IJCNN) >Link

Al-Jumeily D, Hussain A, Alaskar H. 2013. Recurrent Neural Networks Inspired by Artificial Immune Algorithm for Time Series Prediction 2013 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), International Joint Conference on Neural Networks (IJCNN) >Link

Al-Jumeily D, Hussain AJ, Alaskar H. 2013. Recurrent Neural Networks Inspired by Artificial Immune Algorithm for Time Series Prediction 2013 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), International Joint Conference on Neural Networks (IJCNN) >Link

Alghamdi M, Lamb DJ, Al-Jumeily D, Hussain A. 2013. Introducing an Adaptive Tutoring Support System for Software Development Students BCS IITC

Al-Jumeily D, Hussain A, Tawfik H. 2012. Investigating the factors that affect peoples' acceptance of e-learning systems and websites 2012 International Conference on Education and e-Learning Innovations, ICEELI 2012, >DOI

Ahmed Z, Hussain AJ, Al-Jumeily D. 2012. Edge detection for fast block-matching motion estimation to enhance mean predictive block matching algorithm INISTA 2012 - International Symposium on INnovations in Intelligent SysTems and Applications, >DOI

Hussain AJ, Morgan S, Al-Jumeily D, Tawfik H. 2012. Can ICT improve teachings and learning within schools? 2012 International Conference on Education and e-Learning Innovations, ICEELI 2012, >DOI

Ahmed Z, Hussain AJ, Al-Jumeily D. 2011. Mean Predictive Block Matching (MPBM) for fast block-matching motion estimation 3rd European Workshop on Visual Information Processing, EUVIP 2011 - Final Program, :67-72 >DOI

Radi N, Hussain AJ, Al-Jumeily D. 2011. Hybrid predictive, wavelet and arithmetic (HPWA) image coding system Proceedings - 4th International Conference on Developments in eSystems Engineering, DeSE 2011, :558-563 >DOI

Hussain AJ, Morgan S, Al-Jumeily D. 2011. How does ICT affect teachings and learning within school education Proceedings - 4th International Conference on Developments in eSystems Engineering, DeSE 2011, :250-254 >DOI

Ahmed Z, Hussain AJ, Al-Jumeily D. 2011. Enhanced computation time for fast block matching algorithm Proceedings - 4th International Conference on Developments in eSystems Engineering, DeSE 2011, :289-293 >DOI

Mousa Al-Zawi M, Al-Jumeily D, Hussain A, Taleb-Bendiab A. 2011. Autonomic computing: Applications of self-healing systems Proceedings - 4th International Conference on Developments in eSystems Engineering, DeSE 2011, :381-386 >DOI

Mahdi AA, Hussain AJ, Al-Jumeily D. 2010. The prediction of non-stationary physical time series using the application of regularization technique in self-organised multilayer perceptrons inspired by the immune algorithm Proceedings - 3rd International Conference on Developments in eSystems Engineering, DeSE 2010, :213-218 >DOI

Hughes G, Al-Jumeily D, Hussain A. 2010. Supporting Cloud Computing management through an object mapping declarative language Proceedings - 3rd International Conference on Developments in eSystems Engineering, DeSE 2010, :175-181 >DOI

Jameel AJ, Adnan H, Xiaohu Y, Hussain A. 2009. Layered space-time codes in wireless communications channels - System design and performance analysis Proceedings - International Conference on Developments in eSystems Engineering, DeSE 2009, :77-83 >DOI

Jameel AJ, Adnan H, Hussain AJ, Guangguo B. 2009. Performance enhancement of OFDM system in indoor wireless channels using loading algorithm Proceedings - International Conference on Developments in eSystems Engineering, DeSE 2009, :72-76 >DOI

Jameel AJ, Adnan H, Xiaohu Y, Hussain A. 2009. Error concealment of EVRC speech decoder using residual redundancy Proceedings - International Conference on Developments in eSystems Engineering, DeSE 2009, :84-88 >DOI

Radi N, Hussain AJ, Al-Jumeily D. 2009. On the Design of Training and Testing Data for Neural Networks in Image prediction AlJumeily D, Nagar AK, Tawfik H, Hussain A, Lisboa P. 2009 SECOND INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2009), 2nd International Conference on Developments in eSystems Engineering :364-+ >DOI >Link

Ghazali R, Hussain AJ, Al-Jumeily D, Lisboa P. 2009. Time Series Prediction Using Dynamic Ridge Polynomial Neural Networks AlJumeily D, Nagar AK, Tawfik H, Hussain A, Lisboa P. 2009 SECOND INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2009), 2nd International Conference on Developments in eSystems Engineering :354-+ >DOI >Link

Hassan S, Al-Jumeily D, Hussain AJ. 2009. Autonomic Computing Paradigm to Support System's Development AlJumeily D, Nagar AK, Tawfik H, Hussain A, Lisboa P. 2009 SECOND INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2009), 2nd International Conference on Developments in eSystems Engineering :273-+ >DOI >Link

Hussain AJ, Al-Jumeily D, Lisboa P. 2009. Adaptive Classified Vector Quantisation of non-orthogonal representations of images and its application to image compression 2009 1ST INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE, COMMUNICATION SYSTEMS AND NETWORKS(CICSYN 2009), 1st International Conference on Computational Intelligence, Communication Systems and Networks :386-+ >DOI >Link

Mahdi AA, Hussain AJ, Al-Jumeily D. 2009. Adaptive neural network model using the immune system for financial time series forecasting CSSim 2009 - 1st International Conference on Computational Intelligence, Modelling, and Simulation, :104-109 >DOI

Mahdi A, Hussain AJ, Lisbo P, Al-Jumeily D. 2009. The Application of the Neural Network Model Inspired by The Immune System In Financial Time Series Prediction AlJumeily D, Nagar AK, Tawfik H, Hussain A, Lisboa P. 2009 SECOND INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2009), 2nd International Conference on Developments in eSystems Engineering :370-376 >DOI >Link

Al-Fayadh A, Hussain AJ, Lisboa P, Al-Jumeily D, Al-Jumaily M. 2009. A Hybrid Image Compression Method and Its Application to Medical Images AlJumeily D, Nagar AK, Tawfik H, Hussain A, Lisboa P. 2009 SECOND INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2009), 2nd International Conference on Developments in eSystems Engineering :107-+ >DOI >Link

Al-Zawi M, Al-Jumeily D, Hussain A, Abdelsalam TF. 2008. Autonomic computing application in power system distributions Innovations'07: 4th International Conference on Innovations in Information Technology, IIT, :417-420 >DOI

Ghazali R, Hussain AJ, Salleh MNM. 2008. Application of Polynomial Neural Networks to Exchange Rate Forecasting Pan JS, Abraham A, Chang CC. ISDA 2008: EIGHTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, VOL 2, PROCEEDINGS, 8th International Conference on Intelligent Systems Design and Applications (ISDA 2008) :90-+ >DOI >Link

Al-Fayadh A, Hussain AJ, Lisboa P, Al-Jumeily D. 2008. An adaptive hybrid classified vector quantisation and its application to image compression Proceedings - EMS 2008, European Modelling Symposium, 2nd UKSim European Symposium on Computer Modelling and Simulation, :253-256 >DOI

Al-Fayadh A, Hussain AJ, Lisboa P, Al-Jumeily D. 2008. An adaptive hybrid image compression method and its application to medical images 2008 IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING: FROM NANO TO MACRO, VOLS 1-4, 5th IEEE International Symposium on Biomedical Imaging :237-240 >DOI >Link

Al-Zawi M, Al-Jumeily D, Hussain A, Symons A, Taleb-Bendiab A. 2007. A Survey: Autonomic Computing 1st International Conference on Digital Communications and Computer Applications (DCCA2007) :973-979

Al-Fayadh A, Hussain AJ, Lisboa P, Al-Jumeily D. 2007. Hybrid Classified Vector Quantisation and its application to image compression EUROCON 2007: THE INTERNATIONAL CONFERENCE ON COMPUTER AS A TOOL, VOLS 1-6, International Conference on Computer as a Tool (EUROCON 2007) :130-135 >Link

Hussain AJ, Al-Jumeily D. 2007. How good is the backpropogation neural network using a self-organised network inspired by immune algorithm (SONIA) when used for multi-step financial time series prediction? Liu DR, Fei SM, Hou ZG, Zhang HG, Sun CY. ADVANCES IN NEURAL NETWORKS - ISNN 2007, PT 2, PROCEEDINGS, 4th International Symposium on Neural Networks (ISNN 2007) 4492 :921-+ >Link

Ghazali R, Hussain AJ, Al-Jumeily D, Merabti M. 2007. Dynamic Ridge Polynomial Neural Networks in exchange rates time series forecasting Beliczynski B, Dz ielinski A, Iwanowski M, Ribeiro B. ADAPTIVE AND NATURAL COMPUTING ALGORITHMS, PT 2, 8th International Conference on Adaptive and Natural Computing Algorithms (ICANNGA) 4432 :123-+ >Link

Al-Fayadh A, Hussain AJ, Lisboa P, Al-Jumeily D. 2007. A Hybrid Classified Vector Quantisation and Its Application to Image Compression ICSPC: 2007 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATIONS, VOLS 1-3, PROCEEDINGS, IEEE International Conference on Signal Processing and Communications :125-128 >Link

Al-Zawi M, Al-Jumeily D, Hussain A, Abdelsalam TF. 2007. Autonomic computing application in power system distributions 2007 INNOVATIONS IN INFORMATION TECHNOLOGIES, VOLS 1 AND 2, 4th International Conference on Innovations in Information Technology :646-+ >Link

Hussain AJ, Knowles A, Lisboa P, El-Deredy W, Al-Jumeily D. 2006. Polynomial pipelined neural network and its application to financial time series prediction Sattar A, Kang BH. AI 2006: ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 19th Australian Joint Conference on Artificial Intelligence 4304 :597-+ >Link

Hussain AJ, Ghazali R, Al-Jumeily D, Merabti M. 2006. Dynamic ridge polynomial neural network for financial time series prediction 2006 INNOVATIONS IN INFORMATION TECHNOLOGY, 3rd International Conference on Innovations in Information Technology :127-+ >Link

Radi N, Hussain AJ, Al-Jumeily D. 2006. Adaptive variable-length quantiser for image compression 2006 INNOVATIONS IN INFORMATION TECHNOLOGY, 3rd International Conference on Innovations in Information Technology :516-+ >Link

Ghazali R, Hussain A, El-Deredy W. 2006. Application of Ridge Polynomial Neural Networks to financial time series prediction 2006 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORK PROCEEDINGS, VOLS 1-10, IEEE International Joint Conference on Neural Network :913-+ >Link

Hussain A. 2002. Physical time-series prediction using second-order pipelined recurrent neural network Zakharevich VG, Kureichik VM. 2002 IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE SYSTEMS, PROCEEDINGS, IEEE International Conference on Artificial Intelligence Systems (ICAIS 2002) :219-223 >DOI >Link

Hussain AJ, Liatsis P. 1999. A new recurrent polynomial neural network for predictive image coding SEVENTH INTERNATIONAL CONFERENCE ON IMAGE PROCESSING AND ITS APPLICATIONS, 7th IEE Conference on Image Processing and its Applications (IPA99) :82-86 >Link

Abbas R, Hussain A, Al-Jumeily D, Baker T, Khattak A. Classification of Foetal Distress and Hypoxia using Machine Learning Approaches 2018 International Conference on Intelligent Computing

Alsadhan A, Hussain A, Alfandi O, Baker T. Detecting Distributed Denial of Service Attacks in Neighbour Discovery Protocol Using Machine Learning Algorithm Based on Streams Representation 2018 International Conference on Intelligent Computing

Hussain A, Marcinonyte D, Iqbal F, Tawfik H, Baker T, Al-Jumeily D. Smart Home Systems Security IEEE Xplore, The 16th IEEE International Conference on Smart City (SmartCity-2018)

Curbelo Montañez CA, Fergus P, Hussain A, Al-Jumeily D. Analysis of Extremely Obese Individuals Using Deep Learning Stacked Autoencoders and Genome-Wide Genetic Data 2018 International Conference on Intelligent Computing (ICIC) >Link

Abdulaimma B, Hussain A, Fergus P, Al-Jumeily D, Lisboa P, Huang D-S, Radi N. Improving Type 2 Diabetes Phenotypic Classification by Combining Genetics and Conventional Risk Factors 2018 IEEE Congress on Evolutionary Computation (IEEE CEC 2018)

Hussain A, Nnamoko N, England D. Predicting Diabetes Onset: an Ensemble Supervised Learning Approach IEEE Congress on Evolutionary Computation

Khalaf M, Hussain A, Al-Jumeily D, Baker T, Keight R, Lisboa P, Alkafri A, Fergus P. A Data Science Methodology Based on Machine Learning Algorithms for Flood Severity Prediction The bi-annual IEEE World Congress on Computational Intelligence (IEEE WCCI), 2018 IEEE Congress on Evolutionary Computation (CEC)

Alshabandar R, Hussain A, Keight R, Laws A, Lunn J, Shamsa T. The Application of Gaussian Mixture Models for the Identification of At-Risk Learners in Massive Open Online Courses The bi-annual IEEE World Congress on Computational Intelligence (IEEE WCCI), 2018 IEEE Congress on Evolutionary Computation (CEC)

Hussain A. Association Mapping Approach into Type 2 Diabetes using Biomarkers and Clinical Data IInetrnational Conference Intelligence Computing

Keight R, Al-Jaaf A, Hussain A, Al-Jumeily D,  Ozge A, Mallucci C. An Intelligent Systems Approach to Primary Headache Diagnosis Lecture Notes in Computer Science, International Conference Intelligent Computing

Al-kafri A, Sudirman S, Hussain A, Al-Jumeily D, Al-Jumaily M, Al-Rashdan W, Bashtawi M. Lumbar Spine Discs Labeling using Axial View MRI Based on the Pixels Coordinate and Gray Level Features Lecture Notes in Computer Science, 2017 International Conference on Intelligent Computing

Curbelo Montañez A, Fergus P, Hussain A, Al-jumeily D. Introduction to the Evaluation and Classification of Biomarkers using Direct to Consumer Genetic Data Lecture Notes in Computer Science, 2017 International Conference on Intelligent Computing

Al-Shabandar R, Hussain A, Laws A, Keight R, Lunn J. Towards the Differentiation of Initial and Final Retention in Massive Open Online Courses Lecture Notes in Computer Science, International Conference on Intelligent Computing

Journal article

Kendrick P, Shamsa TB, Maamar Z, Hussain A, Buyya R, Al-Jumeily D. 2018. An Efficient Multi-Cloud Service Composition Using A Distributed Multiagent-based, Memory-driven Approach IEEE Transactions on Sustainable Computing, >DOI

Hussain A, Al-Jumeily D, Aljaaf A, Radi N. 2018. Backpropagation Approach Supported by Image Compression Algorithm for the Classification of Chronic Condition Diseases IEEE/ACM Transactions on Computational Biology and Bioinformatics, >DOI

Hussain A, Liatsis P, Khalaf M, Tawfik H, Alaskar H. 2018. A Dynamic Neural Network Architecture with immunology Inspired Optimization for Weather Data Forecasting Big Data Research, >DOI

Kendrick P, Criado N, Hussain A, Randles M. 2018. A Self-Organising Multi-Agent System For Decentralised Forensic Investigations Expert Systems with Applications, 102 :12-26 >DOI

Petrov E, Alloghani M, Hussain A, Al-Jumeily D, Mustafina J, Slavina L. 2017. Quality Improvement of Educational Systems: Using iPads and Smart Tablets for Autism Learners to Accomplish Class Activities Petrov E. International Journal of Scientific Study, 5 :117-122 >DOI

Waheeb W, Ghazali R, Hussain AJ. 2017. Dynamic ridge polynomial neural network with Lyapunov function for time series forecasting Applied Intelligence, >DOI

Fergus P, Hussain AJ, Hearty J, Fairclough S, Boddy L, Mackintosh K, Stratton G, Ridgers N, Al-Jumeily D, Aljaaf AJ, Lunn J. 2017. A machine learning approach to measure and monitor physical activity in children Neurocomputing, >DOI

Fergus P, Hussain A, Al-Jumeily D, kaky A, Lunn J. 2017. A Data Science and Machine Learning Approach to Measure and Monitor Physical Activity in Children Neurocomputing, >DOI

Al-Jumeily D, Hussain AJ, Abuelmaatti O, Fergus P, Lunn J. 2016. An open learning system for special needs education Knowledge Management and E-Learning, 8 :68-85

Al-Jumeily D, Hussain A, Abuelmaatti O, fergus P, Lunn J. 2016. An open learning system for special needs education Knowledge Management & E-Learning, 8 :153-169

Lunn J, Khalaf M, Hussain A, Al-Jumeily D, Pich A, McCarthy S. 2016. The use of serious gaming for Open Learning environments Knowledge Management & E-Learning: An International Journal, 8 :39-54

Taylor MJ, Higgins E, Lisboa P, Jarman I, Hussain A. 2016. Community fire prevention via population segmentation modelling Community Development Journal, 51 :229-247 >DOI

Fergus P, Hussain A, Hignett D, Al-Jumeily D, Abdel-Aziz K, Hamdan H. 2015. A machine learning system for automated whole-brain seizure detection Applied Computing and Informatics, >DOI

Hussain A, Al-Jumeily D, Al-Askar H, Radi N. 2015. Regularized dynamic self-organized neural network inspired by the immune algorithm for financial time series prediction Neurocomputing, 188 :23-30 >DOI

Al-Jumeily D, Hussain AJ, Fergus P, Radi N. 2015. Self-organized neural network inspired by the immune algorithm for the prediction of speech signals Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9226 :654-664 >DOI

Huang DS, Jo KH, Hussain A. 2015. Intelligent computing theories and methodologies: 11th international conference, ICIC 2015 Fuzhou, China, august 20–23, 2015 proceedings, part II Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9226 >DOI

Reid D, Tawfik H, Hussain AJ, Al-Askar H. 2015. Forecasting weather signals using a polychronous spiking neural network Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9225 :116-123 >DOI

Fergus P, Hussain A, Al-Jumeily D, Radi N. 2015. A position paper on predicting the onset of nocturnal enuresis using advanced machine learning Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9226 :689-700 >DOI

Khalaf M, Hussain AJ, Al-Jumeily D, Fergus P, Keenan R, Radi N. 2015. A framework to support ubiquitous healthcare monitoring and diagnostic for sickle cell disease Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9226 :665-675 >DOI

Alghamdi M, Symons A, Al-Jumeily D, Hussain A. 2015. Supporting the Learning of Computer programming in Early Years Schooling International Journal of Information Systems, 3

Fergus P, Hussain A, Hearty J, Fairclough SJ, Boddy LM, Mackintosh KA, Stratton G, Ridgers ND, Naeem Radi . 2015. A Machine Learning Approach to Measure and Monitor Physical Activity in Children to Help Fight Overweight and Obesity Intelligent Computing Theories and Methodologies, 9226 :676-688 >DOI

Al-jumeily D, Hussain A, Alghamdi M, Dobbins C, Lunn J. 2015. Educational crowdsourcing to support the learning of computer programming Research and Practice in Technology Enhanced Learning (RPTEL): Special Issue on Emerging Trends for Open Access Learning, 10 >DOI

Fergus P, Hignett D, Hussain A, Al-Jumeily D, Abdel-Aziz K. 2015. Automatic Epileptic Seizure Detection Using Scalp EEG and Advanced Artificial Intelligence Techniques BIOMED RESEARCH INTERNATIONAL, >DOI >Link

Hussain AJ, Fergus P, Al-Askar H, Al-Jumeily D, Jager F. 2015. Dynamic neural network architecture inspired by the immune algorithm to predict preterm deliveries in pregnant women NEUROCOMPUTING, 151 :963-974 >DOI >Link

Hussain A, Al-Jumeily D, Radi N, Lisboa P. 2015. Hybrid Neural Network Predictive-Wavelet Image Compression System Neurocomputing, 151 :975-975 >DOI

Al-Askar H, Hussain AJ, Al-Jumeily D, Radi N. 2014. Regularized Dynamic Self Organized Neural Network Inspired by the Immune Algorithm for Financial Time Series Prediction Huang DS, Han K, Gromiha M. INTELLIGENT COMPUTING IN BIOINFORMATICS, 8590 :56-62 >Link

Hussain A, Al-Jumeily D, Radi N, Al-Askar H. 2014. Regularized Dynamic Self Organized Neural Network Inspired by the Immune Algorithm for Financial Time Series Prediction Intelligent Computing in Bioinformatics, 8590 :56-62 >DOI

Hussain AJ, Knight L, Al-Jumeily D, Fergus P, Hamdan H. 2014. Block Matching Algorithms for Motion Estimation - A Comparison Study Thampi SM, Gelbukh A, Mukhopadhyay J. ADVANCES IN SIGNAL PROCESSING AND INTELLIGENT RECOGNITION SYSTEMS, 264 :359-369 >DOI >Link

Hussain A, Folxman DA-JD, Hamdan H. 2014. An Investigation into the Development of a Mobile Multimedia Application to Support the Learning Process for Speech and Language Therapy 2014 INTERNATIONAL CONFERENCE ON WEB AND OPEN ACCESS TO LEARNING (ICWOAL), >Link

Alghamdi M, Lamb DJ, Al-Jumeily D, Hussain AJ. 2014. Assessing the Impact of Web-Based Technology on Learning Styles in Education Hussain A, AlJumeily D, Radi N, Tawk H, Radvan R. 2013 SIXTH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE), :348-353 >DOI >Link

Hussain A, Al-Jumeily D, Folxman D, Hamdan H. 2014. An Investigation into the Development of a Mobile Multimedia Application to Support the Learning Process for Speech and Language Therapy 2014 INTERNATIONAL CONFERENCE ON WEB AND OPEN ACCESS TO LEARNING (ICWOAL), >Link

Al-Jumeily D, Hussain A, Macilwee S. 2014. Investigation of green disposal of smartphones Advanced Materials Research, 1051 :622-626 >DOI

Huang R, Tawfik H, Hussain AJ, Al-Askar H. 2014. The Application of Artificial Immune Systems for the Prediction of Premature Delivery Huang DS, Jo KH, Wang L. INTELLIGENT COMPUTING METHODOLOGIES, 8589 :825-833 >Link

Reid D, Hussain AJ, Tawfik H, Ghazali R. 2014. Prediction of Physical Time Series Using Spiking Neural Networks Huang DS, Jo KH, Wang L. INTELLIGENT COMPUTING METHODOLOGIES, 8589 :816-824 >Link

Hussain AJ, Al-Askar H, Al-Jumeily D. 2014. Physical Time Series Prediction Using Dynamic Neural Network Inspired by the Immune Algorithm Bouchachia A. ADAPTIVE AND INTELLIGENT SYSTEMS, ICAIS 2014, 8779 :152-161 >Link

Alaskar H, Hussain AJ, Paul FH, Al-Jumeily D, Tawfik H, Hamdan H. 2014. Feature Analysis of Uterine Electrohystography Signal Using Dynamic Self-organised Multilayer Network Inspired by the Immune Algorithm Huang DS, Bevilacqua V, Premaratne P. INTELLIGENT COMPUTING THEORY, 8588 :206-212 >Link

Fergus P, Idowu IO, Hussain A, Dobbins C, Al-Askar H. 2014. Evaluation of Advanced Artificial Neural Network Classification and Feature Extraction Techniques for Detecting Preterm Births Using EHG Records Huang D-S, Han K, Gromiha M. Intelligent Computing in Bioinformatics, 8590 :309-314 >DOI

Al-Jumeily D, Iram S, Hussain AJ, Francois-Benois V, Fergus P. 2014. Early Detection Method of Alzheimer's Disease Using EEG Signals Huang DS, Han K, Gromiha M. INTELLIGENT COMPUTING IN BIOINFORMATICS, 8590 :25-33 >Link

Fergus P, Hignett D, Hussain AJ, Al-Jumeily D. 2014. An Advanced Machine Learning Approach to Generalised Epileptic Seizure Detection Huang DS, Han K, Gromiha M. INTELLIGENT COMPUTING IN BIOINFORMATICS, 8590 :112-118 >Link

Al-Jumeily D, Ghazali R, Hussain A. 2014. Predicting Physical Time Series Using Dynamic Ridge Polynomial Neural Networks PLOS ONE, 9 >DOI >Link

Al-Askar H, Lamb DJ, Hussain A, Al-Jumeily D, Randles M, Fergus P. 2013. Predicting Financial Time Series Data Using Artificial Immune System-Inspired Neural Networks International Journal of Artificial Intelligence and Soft Computing,

Fergus P, Cheung P, Hussain A, Al_jumeily D, Al-Jumeily D, Dobbins C, Iram C. 2013. Prediction of Preterm Deliveries from EHG Signals Using Machine Learning PLoS One, 8 >DOI

Fergus P, Attwood A, Dobbins C, Stratton G, Hussain A, Al-Jumeily D, Randles M. 2012. Monitoring and measuring physical activity and sedentary behaviour International Journal of Healthcare Technology and Management, 13 :283-303 >DOI

Hughes G, Al-Jumeily D, Hussain AJ. 2011. Research, design and development review of the Cloud Computing Management System (CCMS) 2011 International Conference for Internet Technology and Secured Transactions, ICITST 2011, :128-131

Ghazali R, Hussain AJ, Liatsis P. 2011. Dynamic Ridge Polynomial Neural Network: Forecasting the univariate non-stationary and stationary trading signals Liebowitz J. Expert Systems with Applications, 38 :3765-3776 >DOI

Tawfik H, Hussain A, Al-Jumeily D, Nagar AK. 2010. DeSE 2010 Preface Proceedings - 3rd International Conference on Developments in eSystems Engineering, DeSE 2010, >DOI

Al-Jumeily D, Williams D, Hussain AJ, Griffiths P. 2010. Can we truly learn from a cloud or is it just a lot of thunder? Proceedings - 3rd International Conference on Developments in eSystems Engineering, DeSE 2010, :131-139 >DOI

Al-Jumeily D, Nagar AK, Tawfik H, Hussain A, Lisboa P. 2009. DeSE 2009 preface Proceedings - International Conference on Developments in eSystems Engineering, DeSE 2009,

Al-Fayadh A, Hussain AJ, Lisboa P, Al-Jumeily D. 2009. Novel hybrid classified vector quantization using discrete cosine transform for image compression JOURNAL OF ELECTRONIC IMAGING, 18 >DOI >Link

Ghazali R, Hussain AJ, Mohd Nawi N, Mohamad B. 2009. Non-stationary and stationary prediction of financial time series using dynamic ridge polynomial neural network Heskes T. Neurocomputing, 72 :2359-2367 >DOI

Hussain A, Liatsis P. 2008. A novel recurrent polynomial neural network for financial time series prediction :190-211 >DOI

Hussain AJ, Knowles A, Lisboa PJG, El-Deredy W. 2008. Financial time series prediction using polynomial pipelined neural networks EXPERT SYSTEMS WITH APPLICATIONS, 35 :1186-1199 >DOI >Link

Ghazali R, Hussain AJ, Liatsis P, Tawfik H. 2008. The application of ridge polynomial neural network to multi-step ahead financial time series prediction NEURAL COMPUTING & APPLICATIONS, 17 :311-323 >DOI >Link

Al-Fayadh A, Hussain AJ, Lisboa P, Al-Jumeily D. 2007. Hybrid classified vector quantisation and its application to image compression EUROCON 2007 - The International Conference on Computer as a Tool, :157-162 >DOI

Hussain AJ, Al-Fayadh A, Al-Jumeily D, Lisboa P, Liatsis P. 2007. Image compression using improved hybrid classified vector quantisation ELECTRONICS LETTERS, 43 :385-387 >DOI >Link

Ghazali R, Hussain A, Merabti M. 2006. Higher order neural networks and their applications to financial time series prediction Proceedings of the 10th IASTED International Conference on Artificial Intelligence and Soft Computing, ASC 2006, :119-124

Hussain AJ, Liatsis P. 2003. Recurrent pi-sigma networks for DPCM image coding NEUROCOMPUTING, 55 :363-382 >DOI >Link

Liatsis P, Hussain AJ. 1999. Nonlinear 1-D DPCM image prediction using polynomial neural networks Proceedings of SPIE - The International Society for Optical Engineering, 3647 :58-68

Al-Shabandar R, Hussain A, Keight R, Liatsis P. Analyzing Learners Behavior in MOOCs: An Examination of Performance and Motivation Using a Data-Driven Approach IEEE Access,

McWhirter P, Steele I, Hussain A, Al-Jumeily D, Vellasco M. GRAPE: Genetic Routine for Astronomical Period Estimation Monthly Notices of the Royal Astronomical Society, :5196-5213

Hussain A, Al-Fayadh A, Radi N. Image Compression Techniques: A Survey in Lossless and Lossy algorithms Neurocomputing, >DOI

Fergus P, Hussain A, al-jumeily D, Huang D, Bouguila N. Classification of Caesarean Section and Normal Vaginal Deliveries Using Foetal Heart Rate Signals and Advanced Machine Learning Algorithms Koprowski R. BioMedical Engineering OnLine,

khalaf M, Hussain A, Keight R, Al-Jumeily D, Fergus P, Keenan R, TSo P. Machine Learning approaches to the application of Disease Modifying Therapy for Sickle Cell using Classification Models NEUROCOMPUTING, >DOI

Fergus P, Hussain A, Hignett D, Al-Jumeily D, Abdel-Aziz K, Hamdan H. Using Advanced Artificial Intelligence Techniques for Automated Whole-Brain Seizure Detection Aboalsamh H. Applied Computing and Informatics,

Fergus P, Idowu I, Hussain A, Dobbins C. Advanced Artificial Neural Network Classification for Detecting Preterm Births Using EHG Records Heskes T. Neurocomputing,

Al-Jumeily D, Hussain A. The Performance of Immune Based Neural Network with Financial Time Series Prediction Cogent Engineering, 2

Al-Jumeily D, Abdel-Aziz K, Hussain A, Fergus P. A Novel mobile health application for patients with chronic headache The Journal of Headache and Pain 2014,

Al-Jumeily D, Iram S, Vialatte F, Fergus P, Hussain A. A Novel Method of Early Diagnosis of Alzheimer’s Disease Based on EEG Signals The Scientific World Journal, 2015

Reid D, Hussain AJ, Tawkif H. Financial Time Series Prediction Using Spiking Neural Networks PLoS One, >DOI

Fergus P, Cheung P, Hussain A, Al-Jumeily D, Dobbins C, Iram S. Prediction of Preterm Deliveries from EHG Signals using Machine Learning PLoS One, 8 :e77154-e77154 >DOI

Book

Huang DS, Gromiha MM, Han K, Hussain A. 2018. Preface 10956 LNAI :V-VI 9783319959566

Huang DS, Hussain A, Han K, Gromiha MM. 2017. Preface 10363 LNAI :V-VI 9783319633145

Huang DS, Han K, Hussain A. 2016. Preface 9773 :V 9783319422961 >DOI

Huang DS, Jo KH, Hussain A. 2015. Preface 9226 9783319221854

Al-Jumeily D, Hussain A, Mallucci C, Oliver C. 2015. Applied Computing in Medicine and Health Morgan Kaufmann 9780128034989

Staff IEEE. 2013. 2013 Sixth International Conference on Developments in ESystems Engineering (DeSE) 9781479952632

Chapters

Kaky A, Mallucci C, Al-Jumeily D, Hussain A, Alloghani M, Mustafina J. 2018. A Study of Data Classification and Selection Techniques to Diagnose Headache Patients Alani M, Tawfik H, Saeed M, Obinna A. Applications of Big Data Analytics Trends, Issues, and Challenges 1 :121-134 Springer. Springer International Publishing AG, part of Springer Nature 2018 9783319764726 >DOI >Link

Alloghani M, Baker T, Al-Jumeily D, Hussain A, Kaky A, Mustafina J. 2018. Early Detection and Prediction of Lung Cancer using Machine Learning Algorithms Applied on a Secure Healthcare Data System Architecture Machine Learning for Computer and Cyber Security: Principles, Algorithms, and Practices Taylor and Francis Group LLC (T&F)

Keight R, Al-Jumeily D, Hussain A, Fergus P, Mustafina J. 2017. Big data and data science applications for independent and healthy living Technology for Smart Futures :77-111 9783319601373 >DOI

Ai-Jumeily D, Al-Zawi M, Hussain AJ, Dobre C. 2014. Adaptive pipelined neural network structure in self-aware internet of things 546 :111-136 >DOI

Ghazali R, Hussain AJ, Nawi NM. 2010. Dynamic ridge polynomial higher order neural network Artificial Higher Order Neural Networks for Computer Science and Engineering: Trends for Emerging Applications :255-267 9781615207114 >DOI

Knowles A, Hussain A, El Deredy W, Lisboa PGJ, Dunis CL. 2008. Higher order neural networks with bayesian confidence measure for the prediction of the EUR/USD exchange rate Artificial Higher Order Neural Networks for Economics and Business :48-59 9781599048970 >DOI

Liatsis P, Hussain A, Milonidis E. 2008. Artificial higher order pipeline recurrent neural networks for financial time series prediction Artificial Higher Order Neural Networks for Economics and Business :164-189 9781599048970 >DOI

Patent

Hussain A, Al-Fayadh A, Al-Jumeily D. Image Edge Direction and Orientation Detecting Method

Engagement & Impact

Conference organisation:

14th International Conference on Computational Intelligence (ICIC), Programme co-chair, http://ic-ic.tongji.edu.cn/2018/index.htm

13th International Conference on Computational Intelligence (ICIC), General Co-chair, http://ic-ic.tongji.edu.cn/2017/index.htm

International Conference on Development in E-Systems Engineering, Conference Series General Chair, http://dese.org.uk/

2017 International Conference on Intelligent Computing, General Chair, http://ic-ic.tongji.edu.cn/2017/index.htm

2016 International Conference on Intelligent Computing (ICIC2016), Tutorial Chair, http://www.ic-ic.org/2016/index.htm

International Joint Conference on Neural Networks IJCNN 2015, Competition Chair

2015 International Conference on Intelligent Computing (ICIC2015), Program Committee Co-Chair

Development of E-Systems Engineering, General co-Chair, http://www.dese.or.uk/

Editorial boards:

Plos One, Academic Editor, http://journals.plos.org/plosone/

Cogent Engineering, Editor, https://www.cogentoa.com/journal/engineering

Membership of professional bodies:

Member, International Neural Networks Society, http://www.inns.org/

Member, IEEE, https://www.ieee.org/index.html

Member, IET