Ahmed Kaky

School of Computer Science and Mathematics

Degrees

2017, Liverpool John Moores University, United Kingdom, PhD
2010, University of Anbar, Iraq, MSc

Highlighted publications

Kaky AJ, Mohsin TM, Al-Jumeily D, Alloghani M. 2021. A fusion of data science and feed-forward neural network-based modelling of COVID-19 outbreak forecasting in IRAQ, Journal of Biomedical Informatics Journal of Biomedical Informatics, 118 DOI Author Url Publisher Url Public Url

Alloghani M, Aljaaf A, Hussain A, Baker T, Mustafina J, Al-Jumeily D, Khalaf M. 2020. Implementation of machine learning algorithms to create diabetic patient re-admission profiles (vol 19, 253, 2019) BMC MEDICAL INFORMATICS AND DECISION MAKING, 20 DOI Author Url

Alsmadi H, Aljaaf A, Hussain A, Shamsa TB, Mallucci C, Hussien A, Al-Jumeily R. 2019. An Insight into ICP Monitoring of Patients with Hydrocephalus using Data Science Approach Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA, 16th ACS/IEEE International Conference on Computer Systems and Applications AICCSA 2019 DOI Author Url

Aljaaf A, Tonder LV, Mallucci C, Al-Jumeily D, Hussain A, Alloghani M. 2019. Patients Attitude to Technology A Way to Improve Hydrocephalus Management and Follow up Using Smartphone Intelligent Application Journal of Medical Systems, DOI Author Url Public Url

Harper M, Mustafina J, Aljaaf AJ, Lunn J, Yasen S, Ghali F. 2019. Data science techniques to support prediction, diagnosis and ReCODE treatment of Alzheimer's Disease AlJumeily D, Hind J, Mustafina J, AlHajj A, Hussain A, Magid E, Tawfik H. 12TH INTERNATIONAL CONFERENCE ON THE DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2019), 12th International Conference on the Developments in eSystems Engineering (DeSE) :332-339 DOI Author Url

Salih O, Smadi HB, Messina M, Mallucci C, Mustafina J, Aljaaf AJ. 2019. Smart Shunting and Monitoring of Hydrocephalus Patients AlJumeily D, Hind J, Mustafina J, AlHajj A, Hussain A, Magid E, Tawfik H. 12TH INTERNATIONAL CONFERENCE ON THE DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2019), 12th International Conference on the Developments in eSystems Engineering (DeSE) :861-866 DOI Author Url

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 DOI Author Url

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) DOI Author Url

Aljaaf AJ, Mallucci C, Al-Jumeily D, Hussain A, Alloghani M, Mustafina J. 2018. A study of data classification and selection techniques to diagnose headache patients Applications of Big Data Analytics: Trends, Issues, and Challenges :121-134 9783319764719 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 Author Url

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 Publisher Url Public Url

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 Author Url Public Url

Fergus P, Hussain AJ, Hearty J, Fairclough S, Boddy L, Mackintosh K, Stratton G, Ridgers N, Al-Jumeily D, Aljaaf AJ, Lunn J. 2016. A machine learning approach to measure and monitor physical activity in children Neurocomputing, 228 :220-230 DOI Author Url Public Url

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 DOI Author Url Public Url

Kaky AJM. INTELLIGENT SYSTEMS APPROACH FOR CLASSIFICATION AND MANAGEMENT OF PATIENTS WITH HEADACHE Al-Jumeily DHIYA, Hussain ABIR.

Journal article

Kaky AJ, Mohsin TM, Al-Jumeily D, Alloghani M. 2021. A fusion of data science and feed-forward neural network-based modelling of COVID-19 outbreak forecasting in IRAQ, Journal of Biomedical Informatics Journal of Biomedical Informatics, 118 DOI Author Url Publisher Url Public Url

Alloghani M, Aljaaf A, Hussain A, Baker T, Mustafina J, Al-Jumeily D, Khalaf M. 2020. Implementation of machine learning algorithms to create diabetic patient re-admission profiles (vol 19, 253, 2019) BMC MEDICAL INFORMATICS AND DECISION MAKING, 20 DOI Author Url

Alloghani M, Aljaaf A, Hussain A, Baker T, Mustafina J, Al-Jumeily D, Khalaf M. 2019. Implementation of machine learning algorithms to create diabetic patient re-admission profiles BMC MEDICAL INFORMATICS AND DECISION MAKING, 19 DOI Author Url

Alloghani M, Alani MM, Al-Jumeily D, Shamsa TB, Mustafina J, Hussain A, Kaky AJ. 2019. A Systematic Review on the Status and Progress of Homomorphic Encryption Technologies Journal of Information Security and Applications, 48 DOI Author Url Publisher Url Public Url

Aljaaf A, Tonder LV, Mallucci C, Al-Jumeily D, Hussain A, Alloghani M. 2019. Patients Attitude to Technology A Way to Improve Hydrocephalus Management and Follow up Using Smartphone Intelligent Application Journal of Medical Systems, DOI Author Url Public Url

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 Author Url

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 Publisher Url Public Url

Fergus P, Hussain AJ, Hearty J, Fairclough S, Boddy L, Mackintosh K, Stratton G, Ridgers N, Al-Jumeily D, Aljaaf AJ, Lunn J. 2016. A machine learning approach to measure and monitor physical activity in children Neurocomputing, 228 :220-230 DOI Author Url Public Url

Conference publication

Shubbar A, Al-Jumeily D, Aljaaf AJ, Alyafei M, Sadique M, Mustafina J. 2020. Investigating the Mechanical and Durability Performance of Cement Mortar Incorporated Modified Fly Ash and Ground Granulated Blast Furnace Slag as Cement Replacement Materials 2019 12th International Conference on Developments in eSystems Engineering (DeSE), 2019 Developments in eSystems Engineering (DeSE) :434-439 DOI Author Url Publisher Url Public Url

Alloghani M, Al-Jumeily D, Aljaaf AJ, Khalaf M, Mustafina J, Tan SY. 2020. The Application of Artificial Intelligence Technology in Healthcare: A Systematic Review Communications in Computer and Information Science, 1174 CCIS :248-261 DOI

Alsmadi H, Aljaaf A, Hussain A, Shamsa TB, Mallucci C, Hussien A, Al-Jumeily R. 2019. An Insight into ICP Monitoring of Patients with Hydrocephalus using Data Science Approach Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA, 16th ACS/IEEE International Conference on Computer Systems and Applications AICCSA 2019 DOI Author Url

Okashi OMA, Mohammed FM, Aljaaf AJ. 2019. An ensemble learning approach for automatic brain hemorrhage detection from MRIS Proceedings - International Conference on Developments in eSystems Engineering, DeSE, October-2019 :929-932 DOI

Alloghani M, Al-Jumeily D, Hussain A, Aljaaf AJ, Mustafina J, Khalaf M, Tan SY. 2019. The XML and semantic web: A systematic review on technologies Multi Conference on Computer Science and Information Systems, MCCSIS 2019 - Proceedings of the International Conferences on Big Data Analytics, Data Mining and Computational Intelligence 2019 and Theory and Practice in Modern Computing 2019, :92-102 DOI

Khaldoon O, Aljaaf AJ, Alloghani M. 2019. A Novel Self-Calibration Technique for Linear Array Based on Modified MVDR Adaptive Beamformer AlJumeily D, Hind J, Mustafina J, AlHajj A, Hussain A, Magid E, Tawfik H. 12TH INTERNATIONAL CONFERENCE ON THE DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2019), 12th International Conference on the Developments in eSystems Engineering (DeSE) :345-350 DOI Author Url

Tan SY, Hussain A, Mustafina J, Aljaaf AJ, Alloghani M. 2019. A Perspective on Education to Support Industry 4.0: A Qualitative Case Study in UK AlJumeily D, Hind J, Mustafina J, AlHajj A, Hussain A, Magid E, Tawfik H. 12TH INTERNATIONAL CONFERENCE ON THE DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2019), 12th International Conference on the Developments in eSystems Engineering (DeSE) :215-220 DOI Author Url

Harper M, Mustafina J, Aljaaf AJ, Lunn J, Yasen S, Ghali F. 2019. Data science techniques to support prediction, diagnosis and ReCODE treatment of Alzheimer's Disease AlJumeily D, Hind J, Mustafina J, AlHajj A, Hussain A, Magid E, Tawfik H. 12TH INTERNATIONAL CONFERENCE ON THE DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2019), 12th International Conference on the Developments in eSystems Engineering (DeSE) :332-339 DOI Author Url

Salih O, Smadi HB, Messina M, Mallucci C, Mustafina J, Aljaaf AJ. 2019. Smart Shunting and Monitoring of Hydrocephalus Patients AlJumeily D, Hind J, Mustafina J, AlHajj A, Hussain A, Magid E, Tawfik H. 12TH INTERNATIONAL CONFERENCE ON THE DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2019), 12th International Conference on the Developments in eSystems Engineering (DeSE) :861-866 DOI Author Url

Alloghani M, Mustafina J, Al-Jumeily D, Hussain A, Baker T, Kaky A. 2018. A Systematic Review on Application of Data Mining Techniques in Healthcare Analytics and Data-driven Decisions Springer, 5th International Conference on Interactive Digital Media (ICIDM 2018)

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 DOI Author Url

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) DOI Author Url

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) DOI

Jebur AA, Al-Jumeily D, Aljaaf AJ, Aljanabi KR, Al Khaddar RM, Atherton W, Alattar ZI, Majeed AH, Mustafina J. 2018. A Novel Artificial Neural Network Scheme for Modelling of Nonlinear Soil Stress-Strain Modulus Exponent 2018 1ST ANNUAL INTERNATIONAL CONFERENCE ON INFORMATION AND SCIENCES (AICIS 2018), 1st Annual International Conference on Information and Sciences (AiCIS) :62-69 DOI Author Url

Alloghani M, Al-Jumeily D, Hussain A, Aljaaf AJ, Mustafina J, Petrov E. 2018. Application of Machine Learning on Student Data for the Appraisal of Academic Performace 2018 11TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2018), 11th International Conference on Developments in eSystems Engineering (DeSE) :157-162 DOI Author Url

Alloghani M, Aljaaf AJ, Al-Jumeily D, Hussain A, Mallucci C, Mustafina J. 2018. Data Science to Improve Patient Management System 2018 11TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2018), 11th International Conference on Developments in eSystems Engineering (DeSE) :27-30 DOI Author Url

Alloghani M, Al-Jumeily D, Hussain A, Aljaaf AJ, Mustafina J, Petrov E. 2018. Healthcare Services Innovations based on the state of the art Technology Trend Industry 4.0 2018 11TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2018), 11th International Conference on Developments in eSystems Engineering (DeSE) :64-70 DOI Author Url

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) DOI Author Url Public Url

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 Author Url

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 Author Url Public Url

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 Author Url

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 Author Url Publisher Url

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 DOI Author Url

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 DOI Author Url Public Url

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), Science and Information Conference (SAI) :548-554 DOI Author Url

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 DOI Author Url Publisher Url

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 DOI Author Url Public Url

Chapters

Alloghani M, Al-Jumeily D, Hussain A, Mustafina J, Baker T, Aljaaf AJ. 2020. Implementation of machine learning and data mining to improve cybersecurity and limit vulnerabilities to cyber attacks Studies in Computational Intelligence 855 :47-76 DOI

Alloghani M, Al-Jumeily D, Hussain A, Liatsis P, Aljaaf AJ. 2020. Performance-based prediction of chronic kidney disease using machine learning for high-risk cardiovascular disease patients Studies in Computational Intelligence 855 :187-206 DOI

Alloghani M, Baker T, Al-Jumeily D, Hussain A, Mustafina J, Aljaaf AJ. 2020. Prospects of machine and deep learning in analysis of vital signs for the improvement of healthcare services Studies in Computational Intelligence 855 :113-136 DOI

Alloghani M, Baker T, Al-Jumeily D, Hussain A, Mustafina J, Aljaaf AJ. 2019. A systematic review on security and privacy issues in mobile devices and systems Handbook of Computer Networks and Cyber Security: Principles and Paradigms :585-608 9783030222765 DOI

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) Publisher Url

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 Author Url Publisher Url

Aljaaf AJ, Mallucci C, Al-Jumeily D, Hussain A, Alloghani M, Mustafina J. 2018. A study of data classification and selection techniques to diagnose headache patients Applications of Big Data Analytics: Trends, Issues, and Challenges :121-134 9783319764719 DOI

Thesis/Dissertation

Kaky AJM. INTELLIGENT SYSTEMS APPROACH FOR CLASSIFICATION AND MANAGEMENT OF PATIENTS WITH HEADACHE Al-Jumeily DHIYA, Hussain ABIR. Public Url

Kaky AJM. INTELLIGENT SYSTEMS APPROACH FOR CLASSIFICATION AND MANAGEMENT OF PATIENTS WITH HEADACHE Al-Jumeily DHIYA, Hussain ABIR.

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