Computer Science and Engineering

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Iris Image Recognition using Optimized Kohonen Self Organizing Neural Network

Conference paper

Jenkin Winston, J., Jude Hemanth, D., Angelopoulou, A. and Kapetanios, E. 2019. Iris Image Recognition using Optimized Kohonen Self Organizing Neural Network. The 9th International Conference on Imaging for Crime Detection and Prevention. 16 - 18 Dec 2019 Institution of Engineering and Technology (IET). https://doi.org/10.1049/cp.2019.1171

A Framework for Automatic Morphological Feature Extraction and Analysis of Abdominal Organs in MRI Volumes

Journal article

Asaturyan, H., Thomas, E.L., Bell, J.D. and Villarini, B. 2019. A Framework for Automatic Morphological Feature Extraction and Analysis of Abdominal Organs in MRI Volumes. Journal of Medical Systems. 43 334. https://doi.org/10.1007/s10916-019-1474-3

Tuning the Filter Responses with Graphene Based Resonators

Conference paper

Ilić, A.Z., Bukvic, B.M., Budimir, D. and Ilić, M.M. 2019. Tuning the Filter Responses with Graphene Based Resonators. ICEAA (International Conference on Electromagnetics in Advanced Applications) - IEEE APWC (IEEE-APS Topical Conference on Antennas and Propagation in Wireless Communications. Granada, Spain 09 - 13 Sep 2019 IEEE .

Advancing Pancreas Segmentation in Multi-protocol MRI Volumes using Hausdorff-Sine Loss Function

Conference paper

Asaturyan, H., Thomas, E.L., Fitzpatrick, J., Bell, J.D. and Villarini, B. 2019. Advancing Pancreas Segmentation in Multi-protocol MRI Volumes using Hausdorff-Sine Loss Function. 10th International Workshop on Machine Learning in Medical Imaging (MLMI 2019) in conjunction with MICCAI 2019. Shenzen, China 13 Oct 2019 Springer. https://doi.org/10.1007/978-3-030-32692-0_4

Scene-and-Process-Dependent Spatial Image Quality Metrics

Journal article

Fry, E., Triantaphillidou, S., Jenkin, R., Jacobson, R.E. and Jarvis, J. 2019. Scene-and-Process-Dependent Spatial Image Quality Metrics. Journal of Imaging Science and Technology. 63 (6), pp. 060407-1–060407-13 13. https://doi.org/10.2352/J.ImagingSci.Technol.2019.63.6.060407

Validation of Modulation Transfer Functions and Noise Power Spectra from Natural Scenes

Journal article

Fry, E., Triantaphillidou, S., Jenkin, R., Jarvis, J. and Jacobson, R.E. 2019. Validation of Modulation Transfer Functions and Noise Power Spectra from Natural Scenes. Journal of Imaging Science and Technology. 63 (6), pp. 060406-1–060406-11. https://doi.org/10.2352/J.ImagingSci.Technol.2019.63.6.060406

Towards Certified Model Checking for PLTL using One-pass Tableaux

Conference paper

Abuin, A., Bolotov, A., de Cerio, U., Hermo, M. and Lucio, P. 2019. Towards Certified Model Checking for PLTL using One-pass Tableaux. 26th International Symposium on Temporal Representation and Reasoning, TIME 2019. Malaga, Spain 16 - 19 Oct 2019 Schloss Dagstuhl – Leibniz-Zentrum für Informatik, Dagstuhl Publishing, Germany. https://doi.org/10.4230/LIPIcs.TIME.2019.12

Machine Learning Classification of Females Susceptibility to Visceral Fat Associated Diseases

Conference paper

Aldraimli, M., Soria, D., Parkinson, J., Whitcher, B., Thomas, E.L., Bell, J.D., Chaussalet, T.J. and Dwek, M. 2019. Machine Learning Classification of Females Susceptibility to Visceral Fat Associated Diseases. MEDICON 2019: XV Mediterranean Conference on Medical and Biological Engineering and Computing. Coimbra, Portugal 26 - 28 Sep 2019 Springer. https://doi.org/10.1007/978-3-030-31635-8_81

Fostering Creativity via Technoself Enhanced Learning with Emerging Technologies

Conference paper

Jin, L. and Forrest, K. 2019. Fostering Creativity via Technoself Enhanced Learning with Emerging Technologies. 11th Annual International Conference on Education and New Learning Technologies. Palma de Mallorca, Spain 01 - 03 Jul 2019 IATED Academy. https://doi.org/doi:10.21125/edulearn.2019

Modern Family: A Revocable Hybrid Encryption Scheme Based on Attribute-Based Encryption, Symmetric Searchable Encryption and SGX

Conference paper

Bakas, A. and Michalas, A. 2019. Modern Family: A Revocable Hybrid Encryption Scheme Based on Attribute-Based Encryption, Symmetric Searchable Encryption and SGX. 15th EAI International Conference on Security and Privacy in Communication Networks (SecureComm’19). Orlando, United States 25 Jul - 23 Oct 2019 Springer. https://doi.org/10.1007/978-3-030-37231-6_28

The Lord of the Shares: Combining Attribute-Based Encryption and Searchable Encryption for Flexible Data Sharing

Conference paper

Michalas, A. 2019. The Lord of the Shares: Combining Attribute-Based Encryption and Searchable Encryption for Flexible Data Sharing. 34th ACM/SIGAPP Symposium on Applied Computing (SAC'19). Limassol, Cyprus 08 - 12 Apr 2019 ACM. https://doi.org/10.1145/3297280.3297297

A Fully Adaptive Lattice-based Notch Filter for Mitigation of Interference in GPS

Conference paper

Arif, S., Coskun, A. and Kale, I. 2019. A Fully Adaptive Lattice-based Notch Filter for Mitigation of Interference in GPS. 15th Conference on PhD Research in Microelectronics and Electronics (PRIME 2019). Lausanne 15 - 18 Jul 2019 IEEE . https://doi.org/10.1109/PRIME.2019.8787822

On board Processor and Processing Strategies for Next Generation Reconfigurable Satellite Payloads

Conference paper

Cetinsel, S., Coskun, A., Kale, I., Hughes, R., Ernst, C. and Angeletti, P. 2019. On board Processor and Processing Strategies for Next Generation Reconfigurable Satellite Payloads. Recent Advances in Space Technologies (RAST 2019). Turkey 11 - 14 Jun 2019 IEEE . https://doi.org/10.1109/RAST.2019.8767830

Controlling Understaffing with Conditional Value-at-Risk Constraint for an Integrated Nurse Scheduling Problem under Patient Demand Uncertainty

Journal article

He, F., Chaussalet, T.J. and Qu, R. 2019. Controlling Understaffing with Conditional Value-at-Risk Constraint for an Integrated Nurse Scheduling Problem under Patient Demand Uncertainty. Operations Research Perspectives. 6 (2019), p. 100119 100119. https://doi.org/10.1016/j.orp.2019.100119

Real Time Hand Movement Trajectory Tracking for Enhancing Dementia Screening in Ageing Deaf Signers of British Sign Language

Book chapter

Liang, X., Kapetanios, D.E., Woll, B. and Angelopoulou, A. 2019. Real Time Hand Movement Trajectory Tracking for Enhancing Dementia Screening in Ageing Deaf Signers of British Sign Language. in: Machine Learning and Knowledge Extraction. CD-MAKE 2019 Springer.

Energy harvesting from Microbial Fuel Cells – Wastewater to Electricity

Conference poster

Breheny, M., Bowman, K., Turgul, V., Keshavarz, T., Kale, I., Gomaa, O. and Kyazze, G. 2019. Energy harvesting from Microbial Fuel Cells – Wastewater to Electricity. 1st Annual EBNet Early Career Conference. Sheffield Hallam University 01 - 02 Jul 2019

Serious Games for Mathematics Support in Higher Education

Conference poster

Ferrier, C. 2019. Serious Games for Mathematics Support in Higher Education. Economou, D. (ed.) Immersive Learning Research Network Conference. London 23 - 27 Jun 2019 Verlag der Technischen Universität Graz.

Towards a Deadline-Based Simulation Experimentation Framework Using Micro-Services Auto-Scaling Approach

Conference paper

Anagnostou, A., Taylor, S.J.E., Abubakar, N.T., Kiss, T., Deslauriers, J., Gesmier, G., Terstyanszky, G., Kacsuk, P. and Kovacs, J. 2019. Towards a Deadline-Based Simulation Experimentation Framework Using Micro-Services Auto-Scaling Approach. Mustafee, N., Bae, K.-H.G., Lazarova-Molnar, S., Rabe, M., Szabo, C., Haas, P. and Son, Y-J. (ed.) Winter Simulation Conference 2019. Gaylord National Resort & Conference Center National Harbor, Maryland 08 - 11 Dec 2019 IEEE . https://doi.org/10.1109/wsc40007.2019.9004882

Conceptual Framework and Methodology for Analysing Previous Molecular Docking Results

PhD thesis

Temelkovski, D. 2019. Conceptual Framework and Methodology for Analysing Previous Molecular Docking Results. PhD thesis University of Westminster School of Computer Science and Engineering https://doi.org/10.34737/qv97x

Design and Implementation of Complexity Reduced Digital Signal Processors for Low Power Biomedical Applications

PhD thesis

Eminaga, Y. 2019. Design and Implementation of Complexity Reduced Digital Signal Processors for Low Power Biomedical Applications. PhD thesis University of Westminster School of Computer Science and Engineering https://doi.org/10.34737/qv97q

Brain-Inspired Intelligent Systems for Daily Assistance

Journal article

Angelopoulou, A., Garcia-Rodriguez, J., Kapetanios, D.E., Roth, P.M. and Revett, K. 2019. Brain-Inspired Intelligent Systems for Daily Assistance. Computational Intelligence and Neuroscience. 2019 7597839. https://doi.org/10.1155/2019/7597839

Complex Methods Applied to Data Analysis, Processing, and Visualisation

Edited issue

Garcia Rodriguez, J., Angelopoulou, A., David Tomas and Lewis, A. 2019. Complex Methods Applied to Data Analysis, Processing, and Visualisation. Complexity. 2019 9316123. https://doi.org/10.1155/2019/9316123

Computational Modelling for Bankruptcy Prediction: Semantic data Analysis Integrating Graph Database and Financial Ontology

Conference paper

Yerashenia, N. and Bolotov, A. 2019. Computational Modelling for Bankruptcy Prediction: Semantic data Analysis Integrating Graph Database and Financial Ontology. 21st IEEE Conference on Business Informatics. Moscow, Russian Federation 15 - 17 Jul 2019 IEEE . https://doi.org/10.1109/CBI.2019.00017

Modelling the Home Health Care Nurse Scheduling Problem for Patients with Long-Term Conditions in the UK

Conference paper

He, F., Chaussalet, T.J. and Qu, R. 2019. Modelling the Home Health Care Nurse Scheduling Problem for Patients with Long-Term Conditions in the UK. 33rd International ECMS Conference on modelling and Simulation. Universita degli Studi della Campania, Caserta, Area of Napoli, Italy 11 - 14 Jun 2019 European Council for Modeling and Simulation. https://doi.org/10.7148/2019-0317

Adult Learning Sign Language by combining video, interactivity and play in a 3D game platform

Conference paper

Economou, D., Gonzalez Russi, M., Doumanis, I., Bouki, V., Mentzelopoulos, M. and Ferguson, J. 2019. Adult Learning Sign Language by combining video, interactivity and play in a 3D game platform. Beck, D., Peña-Rios, A., Ogle, T., Economou, D., Mentzelopoulos, M., Eckhardt, C., Morgado, L., Pirker, J., Koitz-Hristov, R., Richter, J., Gütl, C. and Gardner, M. (ed.) 5th International Conference of Immersive Learning Research Network. London 23 - 27 Jun 2019 Graz University Press. https://doi.org/10.3217/978-3-85125-657-4

Immersive Learning Research Network, 5th International Conference, iLRN 2019, London, UK, June 23–27, 2019, Proceedings

Book

Beck, D., Peña-Rios, A., Ogle, Economou, D., Mentzelopoulos, M., Morgado, L., Eckhardt, C., Pirker, J., Koitz-Hristov, R., Richter, J., Gütl, C. and Gardner, M. Beck, D., Peña-Rios, A., Ogle, T., Economou, D., Mentzelopoulos, M., Morgado, L., Eckhardt, C., Pirker, J., Koitz-Hristov, R., Richter, J., Gütl, C. and Gardner, M. (ed.) 2019. Immersive Learning Research Network, 5th International Conference, iLRN 2019, London, UK, June 23–27, 2019, Proceedings. Switzerland Springer.

Adaptive hypermedia driven serious game design and cognitive style in school settings: an exploratory study

Conference paper

Hadwen-Bennett, A. and Economou, D. 2019. Adaptive hypermedia driven serious game design and cognitive style in school settings: an exploratory study. Beck, D., Peña-Rios, A., Ogle, T., Economou, D., Mentzelopoulos, M., Morgado, L., Eckhardt, C., Pirker, J., Koitz-Hristov, R., Richter, J., Gütl, C. and Gardner, M. (ed.) 5th International Conference of Immersive Learning Research Network. London 23 - 27 Jun 2019 Springer. https://doi.org/10.1007/978-3-030-23089-0_11

Using Cognitive Walkthrough and Hybrid Prototyping to Gather User Requirements in Early Design Virtual Reality Prototypes

Conference paper

Doumanis, I. and Economou, D. 2019. Using Cognitive Walkthrough and Hybrid Prototyping to Gather User Requirements in Early Design Virtual Reality Prototypes. Beck, D., Peña-Rios, A., Ogle, T., Economou, D., Mentzelopoulos, M., Morgado, L., Eckhardt, C., Pirker, J., Koitz-Hristov, R., Richter, J., Gütl, C. and Gardner, M. (ed.) 5th International Conference of Immersive Learning Research Network. London 23 - 27 Jun 2019 Springer. https://doi.org/10.1007/978-3-030-23089-0_18

Design and implementation of a deep recurrent model for prediction of readmission in urgent care using electronic health records

Conference paper

Zebin, T. and Chaussalet, T.J. 2019. Design and implementation of a deep recurrent model for prediction of readmission in urgent care using electronic health records. 16th IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology. Certosa di Pontignano, Siena - Tuscany, Italy 09 - 11 Jul 2019 IEEE . https://doi.org/10.1109/CIBCB.2019.8791466

A deep learning approach for length of stay prediction in clinical settings from medical records

Conference paper

Zebin, T., Rezvy, S. and Chaussalet, T.J. 2019. A deep learning approach for length of stay prediction in clinical settings from medical records. 16th IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology. Certosa di Pontignano, Siena - Tuscany, Italy 09 - 11 Jul 2019 IEEE . https://doi.org/10.1109/CIBCB.2019.8791477

Edge Detection Techniques for Quantifying Spatial Imaging System Performance and Image Quality

Conference paper

Van Zwanenberg, O., Triantaphillidou, S., Jenkin, R. and Psarrou, A. 2019. Edge Detection Techniques for Quantifying Spatial Imaging System Performance and Image Quality. The Conference on Computer Vision and Pattern Recognition (CVPR 2019). Long Beach California 15 - 21 Jun 2019 ACM/IEEE. https://doi.org/10.1109/CVPRW.2019.00238

A Cloud-agnostic Queuing System to Support the Implementation of Deadline-based Application Execution Policies

Journal article

Kiss, T., Deslauriers, J., Gesmier, G., Terstyanszky, G., Pierantoni, G., Abu Oun, O., Taylor, S.J.E., Anagnostou, A. and Kovacs, J. 2019. A Cloud-agnostic Queuing System to Support the Implementation of Deadline-based Application Execution Policies. Future Generation Computer Systems. 101, pp. 99-111. https://doi.org/10.1016/j.future.2019.05.062

Combining Clustering and Classification Ensembles: A Novel Pipeline to Identify Breast Cancer Profiles

Journal article

Agrawal, U., Soria, D., Wagner, C., Garibaldi, J.M., Ellis, I.O., Bartlett, J.M.S., Cameron, D., Rakha, E.A. and Green, A.R. 2019. Combining Clustering and Classification Ensembles: A Novel Pipeline to Identify Breast Cancer Profiles. Artificial Intelligence in Medicine. 97, pp. 27-37. https://doi.org/10.1016/j.artmed.2019.05.002

High Speed Simulation Analytics

Book chapter

Taylor, S.J.E., Anagnostou, A. and Kiss, T. 2019. High Speed Simulation Analytics. in: Gunal, M.M. (ed.) Simulation for Industry 4.0: Past, Present and Future Springer. pp. 167-189

Morphological and multi-level geometrical descriptor analysis in CT and MRI volumes for automatic pancreas segmentation

Journal article

Asaturyan, H., Gligorievski, A. and Villarini, B. 2019. Morphological and multi-level geometrical descriptor analysis in CT and MRI volumes for automatic pancreas segmentation. Computerized Medical Imaging and Graphics. 75, pp. 1-13. https://doi.org/10.1016/j.compmedimag.2019.04.004

A Secure Cloud-based Platform to Host Healthcare Applications

Conference paper

Pierantoni, G., Kiss, T., Terstyanszky, G., Dang, H.V., Delgado Olabarriaga, S., Tuler de Olivera, M., Yigzaw, K. Y., Belika, J. G., Krefting, D. and Penzel, T. 2019. A Secure Cloud-based Platform to Host Healthcare Applications. Gesing, S. (ed.) 11th International Workshop on Science Gateways, IWSG 2019. Ljubljana, Slovenia 12 - 14 Jun 2019

A Cloud/HPC Platform and Marketplace for Manufacturing SMEs

Conference paper

Kiss, T. 2019. A Cloud/HPC Platform and Marketplace for Manufacturing SMEs. 11th International Workshop on Science Gateways, IWSG 2019. Ljubljana, Slovenia 12 - 14 Jun 2019

Enabling modular design of an application-level auto-scaling and orchestration framework using tosca-based application description templates

Conference paper

Deslauriers, J., Kiss, T., Pierantoni, G., Gesmier, G. and Terstyanszky, G. 2019. Enabling modular design of an application-level auto-scaling and orchestration framework using tosca-based application description templates. Stankovski, V and Gesing, S. (ed.) 11th International Workshop on Science Gateways, IWSG 2019. Ljubljana, Slovenia 12 - 14 Jun 2019 CEUR Workshop Proceedings.

Fuzzy Integral Driven Ensemble Classification using A Priori Fuzzy Measures

Conference paper

Agrawal, U., Wagner, C., Garibaldi, J.M. and Soria, D. 2019. Fuzzy Integral Driven Ensemble Classification using A Priori Fuzzy Measures. International Conference on Fuzzy Systems (FUZZ-IEEE 2019). 23 - 26 Jun 2019 IEEE . https://doi.org/10.1109/FUZZ-IEEE.2019.8858821

Low-Cost Hybrid Manufactured Waveguide Bandpass Filters with 3D Printed Insert Dielectric

Conference paper

Jankovic, U., Mohottige, N., Basu, A. and Budimir, D. 2019. Low-Cost Hybrid Manufactured Waveguide Bandpass Filters with 3D Printed Insert Dielectric. European Microwave Conference (EuMC2019), part of European Microwave Week (EuMW2019). Paris, France 29 Sep - 04 Oct 2019 IEEE .


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