Professor Hissam Tawfik

Singh B; Tawfik H (2020) Machine Learning Approach for the Early Prediction of the Risk of Overweight and Obesity in Young People. Springer International Publishing.

https://doi.org/10.1007/978-3-030-50423-6_39

Yusuf AB; Kor AL; Tawfik H (2019) Development of a Simulation Experiment to Investigate In-Flight Startle using Fuzzy Cognitive Maps and Pupillometry. 14 July 2019 - 19 July 2019.

https://doi.org/10.1109/IJCNN.2019.8851828

Singh B; Tawfik H (2019) A Machine Learning Approach for Predicting Weight Gain Risks in Young Adults. In: 2019 10th International Conference on Dependable Systems, Services and Technologies (DESSERT), 5 June 2019 - 7 June 2019. IEEE.

https://doi.org/10.1109/dessert.2019.8770016

Baker T; García-Campos JM; Reina DG; Toral S; Tawfik H; Al-Jumeily D; Hussain A (2018) GreeAODV: An Energy Efficient Routing Protocol for Vehicular Ad Hoc Networks.

https://doi.org/10.1007/978-3-319-95957-3_69

Anya O; Tawfik H (2018) An “Awareness” Environment for Clinical Decision Support in e-Health.

https://doi.org/10.1007/978-3-319-78759-6_41

Reina DG; Toral SL; Tawfik H (2016) UAVs Deployment in Disaster Scenarios Based on Global and Local Search Optimization Algorithms. In: 2016 9th International Conference on Developments in eSystems Engineering (DeSE), 31 August 2016 - 2 September 2016. IEEE.

https://doi.org/10.1109/dese.2016.34

Reid D; Tawfik H; Hussain AJ; Al-Askar H (2015) Forecasting Weather Signals Using a Polychronous Spiking Neural Network. Springer International Publishing.

https://doi.org/10.1007/978-3-319-22180-9_12

Reid D; Hussain AJ; Tawfik H; Ghazali R (2014) Prediction of Physical Time Series Using Spiking Neural Networks. Springer International Publishing.

https://doi.org/10.1007/978-3-319-09339-0_82

Reid D; Hussain AJ; Tawfik H; Ghazali R (2014) Prediction of physical time series using spiking neural networks.

https://doi.org/10.1007/978-3-319-09339-0-82

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. Springer International Publishing.

https://doi.org/10.1007/978-3-319-09333-8_22

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.

https://doi.org/10.1007/978-3-319-09333-8-22

Huang R; Tawfik H; Hussain AJ; Al-Askar H (2014) The application of artificial immune systems for the prediction of premature delivery.

https://doi.org/10.1007/978-3-319-09339-0-83

Reid D; Hussain AJ; Tawfik H (2013) Spiking neural networks for financial data prediction. In: 2013 International Joint Conference on Neural Networks (IJCNN 2013 - Dallas), 4 August 2013 - 9 August 2013. IEEE.

https://doi.org/10.1109/ijcnn.2013.6707140

Anya O; Tawfik H; Nagar AK; Lootah KM (2012) A framework for practice-centred awareness and decision support in pervasive e-health. In: 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 5 January 2012 - 7 January 2012. IEEE.

https://doi.org/10.1109/bhi.2012.6211742

Anya O; Tawfik H; Amin S; Nagar A; Shaalan K (2010) Context-aware knowledge modelling for decision support in e-health. In: 2010 International Joint Conference on Neural Networks (IJCNN), 18 July 2010 - 23 July 2010. IEEE.

https://doi.org/10.1109/ijcnn.2010.5596556

Huang R; Tawfik H; Nagar AK (2010) A novel hybrid artificial immune inspired approach for online break-in fraud detection. Elsevier BV.

https://doi.org/10.1016/j.procs.2010.04.307

Huang R; Tawfik H; Nagar A (2010) Electronic Fraud Detection for Video-on-Demand System Using Hybrid Immunology-Inspired Algorithms. Springer Berlin Heidelberg.

https://doi.org/10.1007/978-3-642-14547-6_23

Anya O; Nagar A; Tawfik H (2008) An Approach for Enriching Information for Supporting Collaborative e-Work. Springer Berlin Heidelberg.

https://doi.org/10.1007/978-3-540-69389-5_48

Tawfik H; Liatsis P (2006) Modelling Tactical Driving Manoeuvres with GA-INTACT. Springer Berlin Heidelberg.

https://doi.org/10.1007/11758532_100

Tawfik H; Nagar A; Khan A (2005) Positioning temporary facilities using multi sub-population evolution.

(2018) Applications of Big Data Analytics. Springer International Publishing.

Reina DG; Camp T; Munjal A; Toral SL; Tawfik H (2018) Evolutionary Deployment and Hill Climbing-Based Movements of Multi-UAV Networks in Disaster Scenarios. In: Applications of Big Data Analytics. Springer International Publishing, pp. 63-95.

Tian D; Deng J; Vinod G; Santhosh TV; Tawfik H (2018) A Neural Networks Design Methodology for Detecting Loss of Coolant Accidents in Nuclear Power Plants. In: Applications of Big Data Analytics. Springer International Publishing, pp. 43-61.

Anya O; Tawfik H (2016) Leveraging Big Data Analytics for Personalized Elderly Care. In: Applied Computing in Medicine and Health. Elsevier, pp. 99-124.

Reid D; Hussain AJ; Tawfik H (In press) Financial Time Series Prediction Using Spiking Neural Networks. PLoS ONE, 9 (8), pp. e103656-e103656.

https://doi.org/10.1371/journal.pone.0103656

Cong P; Zhang Y; Liu Z; Baker T; Tawfik H; Wang W; Xu K; Li R; Li F (2021) A deep reinforcement learning-based multi-optimality routing scheme for dynamic IoT networks. Computer Networks, 192 pp. 108057-108057.

https://doi.org/10.1016/j.comnet.2021.108057

Mahoro Ntwari D; Gutierrez-Reina D; Toral Marín SL; Tawfik H (2021) Time Efficient Unmanned Aircraft Systems Deployment in Disaster Scenarios Using Clustering Methods and a Set Cover Approach. Electronics, 10 (4),

https://doi.org/10.3390/electronics10040422

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Alaskar H; Hussain AJ; Khan W; Tawfik H; Trevorrow P; Liatsis P; Sbaï Z (2020) A data science approach for reliable classification of neuro-degenerative diseases using gait patterns. Journal of Reliable Intelligent Environments, 6 (4), pp. 233-247.

https://doi.org/10.1007/s40860-020-00114-1

Javed AR; Sarwar MU; Beg MO; Asim M; Baker T; Tawfik H (2020) A collaborative healthcare framework for shared healthcare plan with ambient intelligence. Human-centric Computing and Information Sciences, 10 (1),

https://doi.org/10.1186/s13673-020-00245-7

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Khalaf M; Alaskar H; Hussain AJ; Baker T; Maamar Z; Buyya R; Liatsis P; Khan W; Tawfik H; Al-Jumeily D (2020) IoT-Enabled flood severity prediction via ensemble machine learning models. IEEE Access, 8 pp. 70375-70386.

https://doi.org/10.1109/ACCESS.2020.2986090

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Kotb Y; Al Ridhawi I; Aloqaily M; Baker T; Jararweh Y; Tawfik H (2019) Cloud-Based Multi-Agent Cooperation for IoT Devices Using Workflow-Nets. Journal of Grid Computing, 17 (4), pp. 625-650.

https://doi.org/10.1007/s10723-019-09485-z

Alsadhan A; Hussain A; Liatsis P; Alani M; Tawfik H; Kendrick P; Francis H (2019) Locally weighted classifiers for detection of neighbor discovery protocol distributed denial-of-service and replayed attacks. Transactions on Emerging Telecommunications Technologies

https://doi.org/10.1002/ett.3700

Anya O; Tawfik H; Alani MM; Hu J (2019) Cybersecurity design considerations for cross-boundary clinical decision support. Journal of Reliable Intelligent Environments, 5 (2), pp. 91-103.

https://doi.org/10.1007/s40860-019-00076-z

Tian D; Deng J; Vinod G; Santhosh TV; Tawfik H (2018) A constraint-based genetic algorithm for optimizing neural network architectures for detection of loss of coolant accidents of nuclear power plants. Neurocomputing, 322 pp. 102-119.

https://doi.org/10.1016/j.neucom.2018.09.014

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Hussain AJ; Liatsis P; Khalaf M; Tawfik H; Al-Asker H (2018) A Dynamic Neural Network Architecture with Immunology Inspired Optimization for Weather Data Forecasting. Big Data Research, 14 pp. 81-92.

https://doi.org/10.1016/j.bdr.2018.04.002

Baker T; Aldawsari B; Asim M; Tawfik H; Maamar Z; Buyya R (2018) Cloud-SEnergy: A bin-packing based multi-cloud service broker for energy efficient composition and execution of data-intensive applications. Sustainable Computing: Informatics and Systems, 19 pp. 242-252.

https://doi.org/10.1016/j.suscom.2018.05.011

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Reina DG; Tawfik H; Toral SL (2018) Multi-subpopulation evolutionary algorithms for coverage deployment of UAV-networks. Ad Hoc Networks, 68 pp. 16-32.

https://doi.org/10.1016/j.adhoc.2017.09.005

Baker T; Asim M; Tawfik H; Aldawsari B; Buyya R (2017) An energy-aware service composition algorithm for multiple cloud-based IoT applications. Journal of Network and Computer Applications, 89 pp. 96-108.

https://doi.org/10.1016/j.jnca.2017.03.008

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Anya O; Tawfik H (2016) A model of medical practice for contextual knowledge sharing in collaborative healthcare. International Journal of Medical Engineering and Informatics, 8 (4), pp. 360-389.

https://doi.org/10.1504/IJMEI.2016.079364

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Anya O; Tawfik H (2016) Designing for practice-based context-awareness in ubiquitous e-health environments. Computers and Electrical Engineering, 61 pp. 312-326.

https://doi.org/10.1016/j.compeleceng.2016.08.012

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Tawfik H; Bruno D (2016) Editorial. International Journal of Medical Informatics, 6 (1), pp. III-IX.

https://doi.org/10.1016/j.ijmedinf.2016.04.004

Baker T; Al-Dawsari B; Tawfik H; Reid D; Ngoko Y (2015) GreeDi: An energy efficient routing algorithm for big data on cloud. Ad Hoc Networks, 35 pp. 83-96.

https://doi.org/10.1016/j.adhoc.2015.06.008

Tawfik H; Anya O (2015) Evaluating practice-centered awareness in cross-boundary telehealth decision support systems. Telematics and Informatics, 32 (3), pp. 486-503.

https://doi.org/10.1016/j.tele.2014.11.002

Shaalan K; Al-Mansoori M; Tawfik H (2014) An awareness-raising E-learning approach for children living in a high diabetic population. Informatics for Health and Social Care, 39 (2), pp. 81-103.

https://doi.org/10.3109/17538157.2013.858043

Tawfik H; Anya O; Nagar AK (2012) Understanding Clinical Work Practices for Cross-Boundary Decision Support in e-Health. IEEE Transactions on Information Technology in Biomedicine, 16 (4), pp. 530-541.

https://doi.org/10.1109/titb.2012.2187673

Abbas G; Nagar AK; Tawfik H (2011) On unified quality of service resource allocation scheme with fair and scalable traffic management for multiclass Internet services. IET Communications, 5 (16), pp. 2371-2385.

https://doi.org/10.1049/iet-com.2010.0163

Khan MS; Muyeba M; Coenen F; Reid D; Tawfik H (2011) Finding Associations in Composite Data Sets. International Journal of Data Warehousing and Mining, 7 (3), pp. 1-29.

https://doi.org/10.4018/jdwm.2011070101

Anya O; Nagar A; Tawfik H (2011) Building adaptive systems for collaborative e-work: The e-Workbench approach. Intelligent Decision Technologies, 5 (1), pp. 83-100.

https://doi.org/10.3233/idt-2011-0099

Abbas G; Nagar AK; Tawfik H; Goulermas JY (2010) Pricing and Unresponsive Flows Purging for Global Rate Enhancement. Journal of Electrical and Computer Engineering, 2010 pp. 1-10.

https://doi.org/10.1155/2010/379652

Katebi M; Tawfik H; Katebi SD (2009) Limit Cycle Prediction Based on Evolutionary Multiobjective Formulation. Mathematical Problems in Engineering, 2009 pp. 1-17.

https://doi.org/10.1155/2009/816707

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 and Applications, 17 (3), pp. 311-323.

https://doi.org/10.1007/s00521-007-0132-8

Tawfik H; Liatsis P (2008) An intelligent systems framework for prototyping tactical driving decisions. International Journal of Intelligent Systems Technologies and Applications, 5 (1/2), pp. 20-20.

https://doi.org/10.1504/ijista.2008.018165

Liatsis P; Tawfik HM (1999) Two-dimensional road shape optimisation using genetic algorithms. Mathematics and Computers in Simulation, 51 (1-2), pp. 19-31.

https://doi.org/10.1016/s0378-4754(99)00092-0