School of Mathematical & Computer Sciences

Research output

Research output per year 1966 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023

• 249640 Citations
• 188 h-index
• 5194 Article
• 1833 Conference contribution
• 666 Paper
• 168 Chapter
• 674 More
  • 115 Chapter (peer-reviewed)
  • 63 Book
  • 59 Conference article
  • 50 Editorial
  • 44 Other report
  • 43 Literature review
  • 37 Anthology
  • 32 Working paper
  • 25 Other contribution
  • 24 Other chapter contribution
  • 21 Review article
  • 20 Abstract
  • 19 Preprint
  • 16 Commissioned report
  • 14 Other
  • 14 Comment/debate
  • 13 Letter
  • 9 Doctoral Thesis
  • 8 Book/Film/Article review
  • 8 Special issue
  • 6 Foreword/postscript
  • 6 Poster
  • 6 Web publication/site
  • 5 Entry for encyclopedia/dictionary
  • 5 Meeting abstract
  • 5 Patent
  • 2 Digital or Visual Products
  • 2 Exhibition
  • 2 Discussion paper
  • 1 Master's Thesis

Research output per year

Research output per year

Search results

• 2023

  A Comic-Based Approach to Permission Request Communication

  Watson, K., Just, M. & Berg, T., Jan 2023, In: Computers and Security. 124, 102942.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Comics 100%
  • Reaction 33%
  • Intention 33%
  • Decision Making 16%
  • Design 16%
  5 Downloads (Pure)

• An empirical investigation of COVID-19 effects on herding behaviour in USA and UK stock markets using a quantile regression approach

  Ampofo, R. T., Aidoo, E. N., Ntiamoah, B. O., Frimpong, O. & Sasu, D., 6 Jan 2023, (E-pub ahead of print) In: Journal of Economics and Finance.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Herding 100%
  • Market 83%
  • Investors 33%
  • Quantile Regression 33%
  • Investment 16%

• A Review of Capsule Networks in Medical Image Analysis

  El-Shimy, H., Zantout, H., Lones, M. & El Gayar, N., 2023, Artificial Neural Networks in Pattern Recognition. ANNPR 2022. El Gayar, N., Trentin, E., Ravanelli, M. & Abbas, H. (eds.). Springer, p. 65-80 16 p. (Lecture Notes in Computer Science; vol. 13739).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Networks 100%
  • Convolutional Neural Network 75%
  • Aided Diagnosis 75%
  • Computer 75%
  • Interpretability 50%

• Assessment of Pharmaceutical Patent Novelty with Siamese Neural Networks

  El-Shimy, H., Zantout, H. & Hassen, H. R., 2023, Artificial Neural Networks in Pattern Recognition. ANNPR 2022. El Gayar, N., Trentin, E., Ravanelli, M. & Abbas, H. (eds.). Springer, p. 140-155 16 p. (Lecture Notes in Computer Science; vol. 13739).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Patent 100%
  • Natural Language Processing 28%
  • Image Processing 14%
  • Analysis Method 14%
  • Digitization 14%

• A survey on physarum polycephalum intelligent foraging behaviour and bio-inspired applications

  Awad, A., Pang, W., Lusseau, D. & Coghill, G. M., Jan 2023, In: Artificial Intelligence Review. 56, 1, p. 1-26 26 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Physarum 100%
  • Algorithms 42%
  • Physarum polycephalum 42%
  • Application 42%
  • Competition 42%

• Examining the Correlates of HIV Testing for Venezuelan Migrants in Trinidad

  Lyons, N., Bhagwandeen, B. & Edwards, J., 1 Feb 2023, In: International Journal of Environmental Research and Public Health. 20, 3, 2148.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Person 100%
  • Health 50%
  • Public Health 50%
  • Healthcare 33%
  • Adoption 33%
  1 Downloads (Pure)

• Exponential convergence of hp FEM for spectral fractional diffusion in polygons

  Banjai, L., Melenk, J. M. & Schwab, C., Jan 2023, In: Numerische Mathematik. 153, 1, p. 1-47 47 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Polygonal Domain 100%
  • Balakrishnan 50%
  • 2-Manifolds 50%
  • Coefficient Term 50%

• Feature Correspondences Increase and Hybrid Terms Optimization Warp for Image Stitching

  Cong, Y., Wang, Y., Hou, W. & Pang, W., 4 Jan 2023, In: Entropy. 25, 1, 106.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Overlapping Region 100%
  • Image Stitching 75%
  • Optimization 50%
  • Experimental Result 25%
  • Simulation Mode 25%
  1 Downloads (Pure)

• Future Forums: A methodology for Exploring, Gamifying, and Raising Security Awareness of Code-Citizens

  Georgiou, T., Baillie, L., Chatzifoti, O. & Chan, S. C., Jan 2023, In: International Journal of Human-Computer Studies. 169, 102930.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Cyber 100%
  • Serious Game 100%
  • Participatory Design 100%
  • Design 100%
  • User-Centered Design 50%

• Geometric modelling of polycrystalline materials: Laguerre tessellations and periodic semi-discrete optimal transport

  Bourne, D. P., Pearce, M. & Roper, S. M., Jan 2023, In: Mechanics Research Communications. 127, 104023.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Optimal Transport 100%
  • Newton Method 66%
  • Objective Function 33%
  • Fast Algorithm 33%
  • Prescribed Volume 33%

• Getting the most out of maths: How to coordinate mathematical modelling research to support a pandemic, lessons learnt from three initiatives that were part of the COVID-19 response in the UK

  Dangerfield, C. E., David Abrahams, I., Budd, C., Butchers, M., Cates, M. E., Champneys, A. R., Currie, C. S. M., Enright, J., Gog, J. R., Goriely, A., Déirdre Hollingsworth, T., Hoyle, R. B., Professional services, INI., Isham, V., Jordan, J., Kaouri, M., Kavoussanakis, K., Leeks, J., Maini, P. K., Marr, C., & 6 othersMerritt, C., Mollison, D., Ray, S., Thompson, R. N., Wakefield, A. & Wasley, D., 21 Jan 2023, In: Journal of Theoretical Biology. 557, 111332.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Research 100%
  • Statistical Modeling 50%
  • Mathematics 25%
  • Knowledge 25%
  • Information 25%
  1 Downloads (Pure)

• Growing importance of climate change beliefs for attitudes towards gas

  Evensen, D., Whitmarsh, L., Devine-Wright, P., Dickie, J., Bartie, P., Foad, C., Ryder, S., Mayer, A. & Varley, A., 19 Jan 2023, (Accepted/In press) In: Nature Climate Change.

  Research output: Contribution to journal › Article › peer-review

  • Gases 100%
  • Gas 100%
  • Climate Change 75%
  • Belief 50%
  • Climate 50%

• Long-range seed dispersal enables almost stationary patterns in a model for dryland vegetation

  Eigentler, L. & Sherratt, J. A., Jan 2023, In: Journal of Mathematical Biology. 86, 1, 15.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Vegetation 100%
  • Seed Dispersal 80%
  • Model 60%
  • Report 40%
  • Show 40%
  1 Downloads (Pure)

• Multi-stage Bias Mitigation for Individual Fairness in Algorithmic Decisions

  Ghadage, A., Yi, D., Coghill, G. M. & Pang, W., 2023, Artificial Neural Networks in Pattern Recognition: ANNPR 2022. El Gayar, N., Trentin, E., Ravanelli, M. & Abbas, H. (eds.). Springer, p. 40-52 13 p. (Lecture Notes in Computer Science; vol. 13739).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Real World 100%
  • Simulation Mode 100%
  • Research Worker 50%
  • Machine Learning 50%
  • Classification (Machine Learning) 50%

• Robust Fingerprint Construction Based on Multiple Path Loss Model (M-PLM) for Indoor Localization

  Yong, Y. F., Tan, C. K., Tan, I. K. T. & Tan, S-W., 2023, In: Computers, Materials and Continua. 74, 1, p. 1801-1818 18 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Signal Path 100%
  • Path Loss Model 80%
  • Maps 60%
  • Survey 60%
  • Multipath 40%
  26 Downloads (Pure)

• Spot-then-recognize: A Micro-Expression Analysis Network for seamless evaluation of long videos

  Liong, G-B., See, J. & Chan, C-S., Jan 2023, In: Signal Processing: Image Communication. 110, 116875.

  Research output: Contribution to journal › Article › peer-review

  • Networks 100%
  • Real World 40%
  • Recognition Network 40%
  • Classes 40%
  • Research Worker 20%

• Start Making Sense: Identifying Behavioural Indicators When Things Go Wrong During Interaction with Artificial Agents

  Dalzel-Job, S., Hill, R. & Petrick, R., 2023, PRIMA 2022: Principles and Practice of Multi-Agent Systems. Aydoğan, R., Criado, N., Sanchez-Anguix, V., Lang, J. & Serramia, M. (eds.). Springer, p. 582-591 10 p. (Lecture Notes in Computer Science; vol. 13753).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Humans 100%
  • Behavior 66%
  • Communication 66%
  • Human Behavior 33%
  • Facial Expression 33%

• Three-dimensional investigation of capturing particle considering particle-RBCs interaction under the magnetic field produced by an Halbach array

  Ranjbari, L., Zarei, K., Alizadeh, A., Hosseini, O. & Aminian, S., Jan 2023, In: Journal of Drug Delivery Science and Technology. 79, 104046.

  Research output: Contribution to journal › Article › peer-review

  • Velocity 100%
  • Particle Diameter 80%
  • Capture Efficiency 60%
  • Interaction Force 60%
  • Blood 60%

• Transformer-Encoder Generated Context-Aware Embeddings for Spell Correction

  Samsudin, N. & Ragab Hassan, H., 2023, Artificial Neural Networks in Pattern Recognition. ANNPR 2022. El Gayar, N., Trentin, E., Ravanelli, M. & Abbas, H. (eds.). Springer, p. 129-139 11 p. (Lecture Notes in Computer Science; vol. 13739).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Contexts 100%
  • Simulation Mode 42%
  • Embedding 42%
  • Word Embeddings 28%
  • Embedding Space 28%

• Tubule-U-Net: a novel dataset and deep learning-based tubule segmentation framework in whole slide images of breast cancer

  Tekin, E., Yazıcı, Ç., Kusetogullari, H., Tokat, F., Yavariabdi, A., Iheme, L. O., Çayır, S., Bozaba, E., Solmaz, G., Darbaz, B., Özsoy, G., Ayaltı, S., Kayhan, C. K., İnce, Ü. & Uzel, B., 4 Jan 2023, In: Scientific Reports. 13, 128.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • U-Net 100%
  • Simulation Mode 50%
  • Segmentation 50%
  • Deep Learning 37%
  • Breast Cancer 37%
  2 Downloads (Pure)
• 2022

  Accuracy Evaluation of Transposed Convolution-Based Quantized Neural Networks

  Sestito, C., Perri, S. & Stewart, R. J., 30 Sep 2022, 2022 International Joint Conference on Neural Networks (IJCNN). IEEE, 9892671

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Accuracy 100%
  • Application 75%
  • Deep Learning 75%
  • Computing Device 50%
  • Evaluation 50%
  1 Citation (Scopus)

• A coevolution model of defensive medicine, litigation and medical malpractice insurance

  Antoci, A., Galeotti, M., Rabitti, G. & Russo, P., Feb 2023, In: Communications in Nonlinear Science and Numerical Simulation. 117, 106935.

  Research output: Contribution to journal › Article › peer-review

  • Physician 100%
  • Patients 87%
  • Patient 75%
  • Physicians 62%
  • Strategy 37%

• A Collaboratively-Derived Research Agenda for E-assessment in Undergraduate Mathematics

  Kinnear, G., Jones, I., Sangwin, C., Alarfaj, M., Davies, B., Fearn, S., Foster, C., Heck, A., Henderson, K., Hunt, T., Iannone, P., Kontorovich, I., Larson, N., Lowe, T., Meyer, J. C., O’Shea, A., Rowlett, P., Sikurajapathi, I. & Wong, T., 12 Sep 2022, (E-pub ahead of print) In: International Journal of Research in Undergraduate Mathematics Education.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Research 100%
  • Assessment 100%
  • Mathematical Skill 25%
  • Tools 25%
  • Teachers 25%
  1 Citation (Scopus)

  7 Downloads (Pure)

• A Combined Neural Network Approach for the Prediction of Admission Rates Related to Respiratory Diseases

  Jose, A., MacDonald, A. S., Tzougas, G. & Streftaris, G., 16 Nov 2022, In: Risks. 10, 11, 217.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Neural Network 100%
  • Regression Model 85%
  • Respiratory Disease 28%
  • Biases 28%
  • Methodology 28%
  5 Downloads (Pure)

• A Comparative Study of Navigation API ETA Accuracy for Shuttle Bus Tracking

  Gan, S. Q., Bin Narul Akhla, A. A., Thong, C. L., Shibghatullah, A. S., Chit, S. M., Chaw, L. Y. & Lee, C. Y., 16 Jun 2022, Design, Operation and Evaluation of Mobile Communications - Third International Conference, MOBILE 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Proceedings. Salvendy, G. & Wei, J. (eds.). Springer, Vol. 13337. p. 446-461 16 p. (Lecture Notes in Computer Science; vol. 13337).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Application 100%
  • Application Programming Interface 85%
  • Accuracy 42%
  • Prediction Accuracy 14%
  • Comparison Result 14%

• A comparison of normality tests towards convoluted probability distributions

  Ag-Yi, D. & Aidoo, E. N., 12 Jul 2022, (E-pub ahead of print) In: Research in Mathematics. 9, 1

  Research output: Contribution to journal › Article › peer-review

  Open Access

• A Convolutional Neural Network for Artifacts Detection in EEG Data

  Boudaya, A., Chaabene, S., Bouaziz, B., Batatia, H., Zouari, H., Jemea, S. B. & Chaari, L., 21 Apr 2022, Proceedings of International Conference on Information Technology and Applications. ICITA 2021. Ullah, A., Gill, S., Rocha, Á. & Anwar, S. (eds.). Springer, p. 3-13 11 p. (Lecture Notes in Networks and Systems; vol. 350).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Electroencephalography 100%
  • Seizure 20%
  • Nervous System Disorder 20%

• ACT-Thor: A Controlled Benchmark for Embodied Action Understanding in Simulated Environments

  Hanna, M., Pedeni, F., Suglia, A., Testoni, A. & Bernardi, R., Oct 2022, Proceedings of the 29th International Conference on Computational Linguistics. p. 5597-5612 16 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

• Acylindrical hyperbolicity for Artin groups of dimension 2

  Vaskou, N., Feb 2022, In: Geometriae Dedicata. 216, 1, 7.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Geometry 100%
  2 Citations (Scopus)

  3 Downloads (Pure)

• Adaptive Multilevel Monte Carlo for Probabilities

  Haji-Ali, A-L., Spence, J. & Teckentrup, A., 2022, In: SIAM Journal on Numerical Analysis. 60, 4, p. 2125-2149 25 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Monte Carlo 100%
  • Approximation 60%
  • Costs 60%
  • Probability Theory 40%
  • Return 40%
  4 Downloads (Pure)

• A distributed Gibbs Sampler with Hypergraph Structure for High-Dimensional Inverse Problems

  Thouvenin, P-A., Repetti, A. & Chainais, P., Oct 2022, (Submitted) In: Journal of Computational and Graphical Statistics. 38 p.

  Research output: Contribution to journal › Article › peer-review

  File

  • Gibbs Sampler 100%
  • Linear Operator 66%
  • Algorithm 66%
  • Intervals 66%
  • Inverse Problem 66%

• A general framework for analysing the mortality experience of a large portfolio of lives: with an application to the UK universities superannuation scheme

  Cairns, A. J. G., Blake, D., Dowd, K., Coughlan, G. D., Jones, O. & Rowney, J., Jun 2022, In: European Actuarial Journal. 12, 1, p. 381-415 35 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Mortality 100%
  • Universities 66%
  • Deprivation 44%
  • Pensions 33%
  • Indexes 33%
  18 Downloads (Pure)

• A global method for deterministic and stochastic homogenisation in BV

  Cagnetti, F., Dal Maso, G., Scardia, L. & Zeppieri, C. I., Jun 2022, In: Annals of PDE. 8, 1, 8.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Integrand 100%
  • Subadditive 33%
  • Ergodic Theorem 33%
  • Pointwise 33%
  • Asymptotics 33%
  3 Downloads (Pure)

• A Haptic Sleeve as a Method of Mechanotactile Feedback Restoration for Myoelectric Hand Prosthesis Users

  Borkowska, V. R., McConnell, A., Vijayakumar, S., Stokes, A. A. & Roche, A. D., 25 Apr 2022, In: Frontiers in Rehabilitation Sciences. 3, 806479.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Grasping 100%
  • Vision 100%
  • Motor Control 50%

• Aligning a Serious Game, Secure Programming and CyBOK-Linked Learning Outcomes

  McGregor, L., Chan, S. C., Wlodarczyk, S. & Maarek, M., 27 Jun 2022, 2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW). IEEE, p. 486-495 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Cybersecurity 100%
  • Serious Game 50%
  • Task Programming 50%
  • Software Developer 25%
  • Learning Experiences 25%
  17 Downloads (Pure)

• All particles driving particle swarm optimization: Superior particles pulling plus inferior particles pushing

  Liu, Q., Li, J., Ren, H. & Pang, W., 5 Aug 2022, In: Knowledge-Based Systems. 249, 108849.

  Research output: Contribution to journal › Article › peer-review

  • Particle Swarm Optimization 100%
  • Simulation Experiment 12%
  • Objective Function 12%
  • Statistical Analysis 12%
  • Interaction Operator 12%

• A Mixed Reality-Based Framework for Blended Learning Environment

  Iqbal, J., Chit, S. M. & Chin, J. H., 16 Jun 2022, Design, Operation and Evaluation of Mobile Communications - Third International Conference, MOBILE 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Proceedings. Salvendy, G. & Wei, J. (eds.). Springer, Vol. 13337. p. 408-416 9 p. (Lecture Notes in Computer Science; vol. 13337).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Mixed Reality 100%
  • Knowledge Acquisition 50%
  • Synthesis 25%
  • Visualization 12%
  • Learning Process 12%

• A multi-Kalman filter-based approach for decoding arm kinematics from EMG recordings

  ElMohandes, H., Eldawlatly, S., Cardona Audí, J. M., Ruff, R. & Hoffmann, K. P., 3 Sep 2022, In: BioMedical Engineering OnLine. 21, 60.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Arm 100%
  • Electromyography 75%
  • Athletic Training 50%
  • Movement (Physiology) 50%
  • Myoelectric Control 25%
  6 Downloads (Pure)

• An Actuarial Model of Arrythmogenic Right Ventricular Cardiomyopathy and Life Insurance

  Hacariz, O., Kleinow, T. & Macdonald, A. S., 7 Feb 2022, In: Scandinavian Actuarial Journal. 2022, 2, p. 94-114 21 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Arrhythmogenic Right Ventricular Dysplasia 100%
  • Heart Right Ventricle Dysplasia 100%
  • Rights 100%
  • Life Insurance 80%
  • Genetics 80%
  114 Downloads (Pure)

• An Adaptive Mutual K-nearest Neighbors Clustering Algorithm based on Maximizing Mutual Information

  Wang, Y., Pang, W. & Jiao, Z., May 2023, In: Pattern Recognition. 137, 109273.

  Research output: Contribution to journal › Article › peer-review

  • Algorithms 100%
  • Clustering Result 42%
  • Clustering Algorithm 28%
  • Mutual Information 28%
  • Experimental Result 14%

• An algebraic theory of contrasts for Neyman’s modified chi-square statistic

  Loisel, S. & Takane, Y., 13 Sep 2022, (E-pub ahead of print) In: Behaviormetrika.

  Research output: Contribution to journal › Article › peer-review

  • Covariance Structure 100%
  • Variance 100%
  • Square Statistic 66%
  • Modified Chi 66%
  • Statistics 66%
  1 Citation (Scopus)

• AnalyZr: A Python application for zircon grain image segmentation and shape analysis

  Scharf, T., Kirkland, C. L., Daggitt, M. L., Barham, M. & Puzyrev, V., May 2022, In: Computers and Geosciences. 162, 105057.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Zircon 100%
  • Shapes 22%
  • Shape 22%
  • Segmentation 18%
  • Utilization 13%
  2 Citations (Scopus)

  40 Downloads (Pure)

• An Analytic Inversion Formula for a Radon Transform on a Class of Cones

  Tarpau, C., Cebeiro, J., Nguyen, M. K., Rollet, G. & Dumas, L., 2022, In: Eurasian Journal of Mathematical and Computer Applications. 10, 3, p. 73-83 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Radon Transform 100%
  • Conical Surface 66%
  • Generalization 33%
  • Classes 33%
  • Analytics 33%

• An atomistic derivation of von-Kármán plate theory

  Braun, J. & Schmidt, B., Aug 2022, In: Networks and Heterogeneous Media. 17, 4, p. 613-644 32 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Plate Theory 100%
  • Derivation 66%
  • Model 33%
  • Distance 33%
  • Thickness 33%

• Android Malware Detection Using API Calls: A Comparison of Feature Selection and Machine Learning Models

  Muzaffar, A., Ragab Hassan, H., Lones, M. A. & Zantout, H., 2 Feb 2022, Proceedings of the International Conference on Applied CyberSecurity (ACS) 2021. Ragab Hassen, H. & Batatia, H. (eds.). Springer, p. 3-12 10 p. (Lecture Notes in Networks and Systems; vol. 378).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Machine Learning 100%
  • Simulation Mode 100%
  • Feature Selection 100%
  • Malware 100%
  • Android 66%
  1 Citation (Scopus)

• Android Malware Detection Using Long Short Term Memory Recurrent Neural Networks

  Georgieva, L. & Lamarque, B., 2 Feb 2022, Proceedings of the International Conference on Applied CyberSecurity (ACS) 2021. Ragab Hassen, H. & Batatia, H. (eds.). Springer, p. 42-52 11 p. (Lecture Notes in Networks and Systems; vol. 378).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Long Short-Term Memory Network 100%
  • Source Codes 50%
  • Accuracy 50%
  • Recurrent Neural Network 33%
  • Android 33%

• A negative binomial approximation in group testing

  Yu, L., Daly, F. A. & Johnson, O., 28 Oct 2022, (E-pub ahead of print) In: Probability in the Engineering and Informational Sciences.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  1 Downloads (Pure)

• A neurorobotics approach to behaviour selection based on human activity recognition

  Ranieri, C. M., Moioli, R. C., Vargas, P. A. & Romero, R. A. F., 27 Sep 2022, (E-pub ahead of print) In: Cognitive Neurodynamics.

  Research output: Contribution to journal › Article › peer-review

  • Activity Recognition 100%
  • Robot 100%
  • Simulation Mode 75%
  • Human Activity 75%
  • Computational Modeling 50%

• A new approach to SHRIMP II zircon U-Th disequilibrium dating

  Marsden, R. C., Kirkland, C. L., Danišík, M., Daggitt, M. L., Ahn, U. S., Friedrichs, B. & Evans, N. J., Jan 2022, In: Computers and Geosciences. 158, 104947.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • High Resolution 100%
  • Ion Microprobe 100%
  • Zircon 83%
  • Disequilibrium 66%
  • Approach 50%
  2 Citations (Scopus)

• A new implementation of the geometric method for solving the Eady slice equations

  Egan, C. P., Bourne, D. P., Cotter, C. J., Cullen, M. J. P., Pelloni, B., Roper, S. M. & Wilkinson, M., 15 Nov 2022, In: Journal of Computational Physics. 469, 111542.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Transport Theory 100%
  • Rossby Number 50%
  • Atmospherics 50%
  • Frontogenesis 50%
  • Model 50%
  1 Citation (Scopus)

  4 Downloads (Pure)