School of Mathematical & Computer Sciences

Research output

Research output per year 1966 2021

• 195846 Citations
• 168 h-Index
• 4764 Article
• 1516 Conference contribution
• 633 Paper
• 159 Chapter
• 544 More
  • 110 Chapter (peer-reviewed)
  • 43 Literature review
  • 42 Book
  • 41 Editorial
  • 37 Anthology
  • 34 Working paper
  • 33 Conference article
  • 25 Other contribution
  • 24 Other chapter contribution
  • 16 Abstract
  • 16 Review article
  • 15 Commissioned report
  • 12 Other
  • 12 Comment/debate
  • 12 Letter
  • 9 Other report
  • 9 Doctoral Thesis
  • 8 Special issue
  • 7 Poster
  • 6 Book/Film/Article review
  • 6 Web publication/site
  • 5 Entry for encyclopedia/dictionary
  • 5 Foreword/postscript
  • 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

• 2021

  Abelian subgroups of two-dimensional Artin groups

  Martin, A. & Przytycki, P., 6 Mar 2021, (Accepted/In press) In: Bulletin of the London Mathematical Society.

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

  Open Access

  File

• Activity Recognition for Ambient Assisted Living with Videos, Inertial Units and Ambient Sensors

  Ranieri, C. M., MacLeod, S., Dragone, M., Vargas, P. A. & Romero, R. A. F., 1 Feb 2021, In: Sensors. 21, 3, 768.

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

  Open Access

  File

  • Datasets
  • Deep Learning
  • Human Activities
  • Activities of Daily Living
  • Wearable Electronic Devices
  28 Downloads (Pure)

• Acylindrical actions for two-dimensional Artin groups of hyperbolic type

  Martin, A. & Przytycki, P., 1 Mar 2021, (Accepted/In press) In: International Mathematics Research Notices.

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

• Acylindrical actions on CAT(0) square complexes

  Martin, A., 2021, In: Groups, Geometry, and Dynamics. 15, 1, p. 335–369 35 p.

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

  Open Access

  File

  • CAT(0)
  • Group Action
  • Quotient
  • Finitely Presented Groups
  • Infinite Groups

• Affordance-Aware Handovers with Human Arm Mobility Constraints

  Ardon, P., Cabrera, M. E., Pairet, E., Petrick, R. P. A., Ramamoorthy, S., Lohan, K. S. & Cakmak, M., Apr 2021, In: IEEE Robotics and Automation Letters. 6, 2, p. 3136-3143 8 p.

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

  Open Access

  File

  • Affordances
  • Handover
  • Human
  • Robots
  • Object

• A Genetic Algorithm with Tree-structured Mutation for Hyperparameter Optimisation of Graph Neural Networks

  Yuan, Y., Wang, W. & Pang, W., 6 Apr 2021, (Accepted/In press) CEC 2021: IEEE Congress on Evolutionary Computation. IEEE

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

  Open Access

  File

• Almost conservation laws for stochastic nonlinear Schrödinger equations

  Cheung, K., Li, G. & Oh, T., 20 Jan 2021, (E-pub ahead of print) In: Journal of Evolution Equations.

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

  Open Access

  File

  • Conservation Laws
  • Stochastic Equations
  • Nonlinear Equations
  • Cubic equation
  • Globalization

• A Multi-View Clustering Algorithm for Mixed Numeric and Categorical Data

  Ji, J., Li, R., Pang, W., He, F., Feng, G. & Zhao, X., 4 Feb 2021, In: IEEE Access. 9, p. 24913-24924

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

  Open Access

  File

  • Clustering algorithms
  • Experiments
  16 Downloads (Pure)

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

  Hacariz, O., Kleinow, T. & Macdonald, A. S., 11 May 2021, (Accepted/In press) In: Scandinavian Actuarial Journal.

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

  • Life Insurance
  • Insurer
  • Epidemiology
  • Underwriting
  • Premium

• An algebraic approach to discrete time integrability

  Doikou, A. & Findlay, I., 29 Jan 2021, In: Journal of Physics A: Mathematical and Theoretical. 54, 4, 045202.

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

  Open Access

  File

  • Algebraic Approach
  • R-matrix
  • Integrability
  • Discrete-time
  • Discrete Systems
  3 Downloads (Pure)

• An extension result for generalised special functions of bounded deformation

  Cagnetti, F., Chambolle, A., Perugini, M. & Scardia, L., 2021, In: Journal of Convex Analysis. 28, 2

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

  • Special Functions
  • Generalized Functions
  • Jump
  • Perimeter

• An Incompressible Polymer Fluid Interacting with a Koiter Shell

  Breit, D. & Mensah, P. R., Feb 2021, In: Journal of Nonlinear Science. 31, 1, 25.

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

  Open Access

  File

  • Polymers
  • Shell
  • Fluid
  • Incompressible Navier-Stokes
  • Self-intersection

• An Investigation of Comic-Based Permission Requests

  Watson, K., Just, M. & Berg, T., 3 Mar 2021, Secure IT Systems: Nordsec 2020. Asplund, M. & Nadjm-Tehrani, S. (eds.). Springer, p. 246-261 16 p. (Lecture Notes in Computer Science; vol. 12556).

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

  Open Access

  File

  • Informed Consent
  • Online Survey
  • Designer
  • Alternatives
  2 Downloads (Pure)

• Anomaly Detection for Insider Threats: An Objective Comparison of Machine Learning Models and Ensembles

  Bartoszewski, F., Just, M., Lones, M. A. & Mandrychenko, O., 23 Mar 2021, (Accepted/In press) IFIP International Information Security and Privacy Conference - IFIP Technical Commitee 11 (IFIP SEC 2021). Springer

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

  • Anomaly detection
  • Machine learning
  • Labels
  • Availability
  • Costs

• A novel methodology for hydrocarbon depth prediction in seabed logging: Gaussian process-based inverse modeling of electromagnetic data

  Daud, H., Mohd Aris, M. N., Mohd Noh, K. A. & Dass, S. C., 7 Feb 2021, In: Applied Sciences. 11, 4, 1492.

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

  Open Access

  File

  • Hydrocarbons
  • hydrocarbons
  • methodology
  • electromagnetism
  • Computer simulation
  1 Downloads (Pure)

• A Systematic Comparison Study on Hyperparameter Optimisation of Graph Neural Networks for Molecular Property Prediction

  Yuan, Y., Wang, W. & Pang, W., 26 Mar 2021, (Accepted/In press) GECCO 2021: The Genetic and Evolutionary Computation Conference. Association for Computing Machinery

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

  Open Access

  File

• Automatic speaker recognition using deep neural network classifiers

  Moumin, A. A. & Kumar, S. S., 25 Feb 2021, 2021 2nd International Conference on Computation, Automation and Knowledge Management (ICCAKM). IEEE, p. 282-286 5 p.

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

  • Speaker Recognition
  • Voice
  • Classifier
  • Deep neural networks
  • Acoustics

• Becchi-Rouet-Stora-Tyutin-Lagrangian Double Copy of Yang-Mills Theory

  Borsten, L., Jurco, B., Kim, H., Macrelli, T., Saemann, C. & Wolf, M., 14 May 2021, In: Physical Review Letters. 126, 19, 191601.

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

  Open Access

  File

  • Yang-Mills theory
  • supergravity
  • gauge theory
  • kinematics
  • color

• Benchmarking Natural Language Understanding Services for Building Conversational Agents

  Liu, X., Eshghi, A., Swietojanski, P. & Rieser, V., 2021, Increasing Naturalness and Flexibility in Spoken Dialogue Interaction: 10th International Workshop on Spoken Dialogue Systems. 1 ed. Springer, p. 165-183 19 p. (Lecture Notes in Electrical Engineering; vol. 714).

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

  Open Access

  • Benchmarking
  • Specifications
  • Cameras

• Cause of death specific cohort effects in U.S. mortality

  Redondo Lourés, C. & Cairns, A. J. G., Jul 2021, In: Insurance: Mathematics and Economics. 99, p. 190-199 10 p.

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

  • cause of death
  • mortality
  • smoking
  • cause
  • gender

• Checking contact tracing app implementations

  Flood, R., Chan, S. C., Chen, W. & Aspinall, D., 11 Feb 2021, Proceedings of the 7th International Conference on Information Systems Security and Privacy. Mori, P., Gabriele, L. & Furnell, S. (eds.). SciTePress, Vol. 1. p. 133-144 12 p.

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

  Open Access

  File

  • Application programs
  • Static analysis
  • Application programming interfaces (API)
  • Testing

• Clustering-Based Extensions of the Common Age Effect Multi-Population Mortality Model

  Schnürch, S., Kleinow, T. & Korn, R., 1 Mar 2021, In: Risks. 9, 3, 45.

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

  Open Access

  File

  • Mortality
  • Clustering
  • Common multiple
  • Model
  • Unsupervised Learning
  7 Downloads (Pure)

• Cohomology and extensions of ordered groupoids

  Gilbert, N. D. & Bainson, B. O., 14 Apr 2021, (Accepted/In press) In: Journal of Algebra and its Applications. 23 p.

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

  File

  • Groupoid
  • Cohomology
  • Inverse Semigroup
  • Exact Sequence
  • Cohomology Group

• Combining automotive radar and LiDAR for surface detection in adverse conditions

  Wallace, A. M., Mukherjee, S., Toh, B. & Ahrabian, A., Apr 2021, In: IET Radar, Sonar and Navigation. 15, 4, p. 359-369 11 p.

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

  Open Access

  File

  • Automotive radar
  • Markov processes
  • Radar
  • Sampling
  • Sensors

• Convergence rates for the numerical approximation of the 2D stochastic Navier–Stokes equations

  Breit, D. & Dodgson, A., Mar 2021, In: Numerische Mathematik. 147, 3, p. 553-578 26 p.

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

  Open Access

  File

  • Numerical Approximation
  • Convergence Rate
  • Stochastic Equations
  • Navier-Stokes Equations
  • Convergence in Probability
  2 Downloads (Pure)

• Convex bound approximations for sums of random variables under multivariate log-generalized hyperbolic distribution and asymptotic equivalences

  Li, Z., Luo, J. & Yao, J., 1 Aug 2021, In: Journal of Computational and Applied Mathematics. 391, 113459.

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

  • Generalized Hyperbolic Distribution
  • Sums of Random Variables
  • Asymptotic Equivalence
  • Approximation
  • Tail

• Cost-aware Feature Selection for IoT Device Classification

  Chakraborty, B., Divakaran, D. M., Nevat, I., Peters, G. W. & Gurusamy, M., 13 Jan 2021, (E-pub ahead of print) In: IEEE Internet of Things Journal.

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

  Open Access

  File

  • Internet of things
  • Feature extraction
  • Costs
  • Entropy
  • Machine learning
  1 Downloads (Pure)

• Deep multi-level feature pyramids: Application for non-canonical firearm detection in video surveillance

  Lim, J. Y., Al Jobayer, M. I., Baskaran, V. M., Lim, J. M. Y., See, J. & Wong, K. S., Jan 2021, In: Engineering Applications of Artificial Intelligence. 97, 104094.

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

  • Crime
  • Detectors
  • Violence
  • Deep learning
  • Experiments

• Design and implementation of fast spoken foul language recognition with different end-to-end deep neural network architectures

  Wazir, A. S. B., Karim, H. A., Abdullah, M. H. L., Aldahoul, N., Mansor, S., Fauzi, M. F. A., See, J. & Naim, A. S., 21 Jan 2021, In: Sensors. 21, 3, 17 p., 710.

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

  Open Access

  File

  • Deep neural networks
  • Network architecture
  • Recognition (Psychology)
  • Language
  • Recurrent neural networks

• Determine neighboring region spatial effect on dengue cases using ensemble ARIMA models

  Thiruchelvam, L., Dass, S. C., Asirvadam, V. S., Daud, H. & Gill, B. S., 12 Mar 2021, In: Scientific Reports. 11, 5873.

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

  Open Access

  File

  • Dengue
  • Humidity
  • Malaysia
  • Temperature
  2 Downloads (Pure)

• Discrete-time TASEP with holdback

  Shneer, V. & Stolyar, A., Jan 2021, In: Stochastic Processes and their Applications. 131, p. 201-235 35 p.

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

  • Condensation
  • Discrete-time
  • Fluxes
  • Interacting Particle Systems
  • Persistence

• Divergence and quasi-isometry classes of random Gromov's monsters

  Gruber, D. & Sisto, A., 18 Feb 2021, (E-pub ahead of print) In: Mathematical Proceedings of the Cambridge Philosophical Society.

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

  • Quasi-isometry
  • Divergence
  • Expander
  • Cancellation
  • Subsequence

• Dynamic stability of bio-inspired biped robots for lateral jumping in rugged terrain

  Zhang, Z., Wang, L., Liao, J., Zhao, J., Zhou, Z. & Liu, X., Sep 2021, In: Applied Mathematical Modelling. 97, p. 113-137 25 p.

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

  • Biped Robot
  • Robot
  • Lateral
  • Robots
  • Parameter Optimization

• Effect of “finite pool of worry” and COVID-19 on UK climate change perceptions

  Evensen, D., Whitmarsh, L., Bartie, P., Devine-Wright, P., Dickie, J., Varley, A., Ryder, S. & Mayer, A., 19 Jan 2021, In: Proceedings of the National Academy of Sciences. 118, 3, e2018936118.

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

  Open Access

  File

  • climate change
  • pandemics
  • effect
  • public
  14 Downloads (Pure)

• Effects of home confinement on mental health and lifestyle behaviours during the COVID-19 outbreak: Insights from the ECLB-COVID19 multicentre study

  Ammar, A., Trabelsi, K., Brach, M., Chtourou, H., Boukhris, O., Masmoudi, L., Bouaziz, B., Bentlage, E., How, D., Ahmed, M., Mueller, P., Mueller, N., Hammouda, O., Paineiras-Domingos, L. L., Braakman-Jansen, A., Wrede, C., Bastoni, S., Pernambuco, C. S., Mataruna, L., Taheri, M. & 48 others, Irandoust, K., Khacharem, A., Bragazzi, N. L., Strahler, J., Adrian, J., Andreeva, A., Glenn, J. M., Bott, N. T., Gargouri, F., Chaari, L., Batatia, H., Khoshnami, S. C., Samara, E., Zisi, V., Sankar, P., Ahmed, W. N., Ali, G. M., Abdelkarim, O., Jarraya, M., El Abed, K., Moalla, W., Romdhani, M., Aloui, A., Souissi, N., van Gemert-Pijnen, L., Riemann, B. L., Riemann, L., Delhey, J., Gómez-Raja, J., Epstein, M., Sanderman, R., Schulz, S., Jerg, A., Al-Horani, R., Mansi, T., Jmail, M., Barbosa, F., Ferreira-Santos, F., Šimunič, B., Pišot, R., Pišot, S., Gaggioli, A., Zmijewski, P., Bailey, S. J., Steinacker, J. M., Chamari, K., Driss, T. & Hoekelmann, A., 2021, In: Biology of Sport. 38, 1, p. 9-21 13 p.

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

  • Health Behavior
  • Disease Outbreaks
  • Multicenter Studies
  • Western Asia
  • Life Style
  16 Citations (Scopus)

• Efficient stochastic optimisation by unadjusted Langevin Monte Carlo: Application to maximum marginal likelihood and empirical Bayesian estimation

  De Bortoli, V., Durmus, A., Pereyra, M. & Vidal, A. F., May 2021, In: Statistics and Computing. 31, 3, 29.

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

  Open Access

  File

  • Stochastic Approximation
  • Marginal Likelihood
  • Marginal Maximum Likelihood
  • Bayesian Estimation
  • Stochastic Optimization

• Enhanced convergent PnP algorithms for image restoration

  Terris, M., Repetti, A., Pesquet, J-C. & Wiaux, Y., 21 Jan 2021, (Submitted) 5 p.

  Research output: Working paper

  File

  • Data Science
  • Image reconstruction
  • Image processing
  • Neural networks
  122 Downloads (Pure)

• Enhancing Reading Strategies by Exploring A Theme-based Approach to Literature Surveys

  Howden, T., Le Bras, P., Methven, T. S., Padilla, S. & Chantler, M. J., 10 Feb 2021, arXiv, 12 p.

  Research output: Working paper

  File

  • Visualization
  • Sampling
  9 Downloads (Pure)

• Experiences of Using WDumper to Create Topical Subsets from Wikidata

  Hosseini Beghaeiraveri, S. A., Gray, A. J. G. & McNeill, F., 23 Apr 2021, (Accepted/In press) Second International Workshop On Knowledge Graph Construction: Co-located with the ESWC 2021.

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

• Exploring shale activism on Twitter using spatio-temporal Network Analysis

  Varley, A., Bartie, P., Dickie, J., Ryder, S., Evensen, D., Devine-Wright, P. & Whitmarsh, L., Apr 2021, GISRUK 2021 Proceedings.

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

  Open Access

  File

  • network analysis
  • shale gas
  • shale
  • election
  • hydraulic fracturing
  1 Downloads (Pure)

• Face Coverings, Aerosol Dispersion and Mitigation of Virus Transmission Risk

  Viola, I. M., Peterson, B., Pisetta, G., Pavar, G., Akhtar, H., Menoloascina, F., Mangano, E., Dunn, K. E., Gabl, R., Nila, A., Molinari, E., Cummins, C., Thompson, G., Milly Lo, T-Y., Denison, F. C., Digard, P., Malik, O., Dunn, M. J. G., McDougall, C. M. & Mehendale, F., 20 Jan 2021, In: IEEE Open Journal of Engineering in Medicine and Biology. 2, p. 26-35

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

  Open Access

  File

  • Aerosols
  • Viruses
  • Masks
  • SARS Virus
  • Cough
  22 Downloads (Pure)

• Fast non mean field networks: uniform in time averaging

  Barré, J., Dobson, P., Ottobre, M. & Zatorska, E., 2021, In: SIAM Journal on Mathematical Analysis. 53, 1, p. 937–972 36 p.

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

  Open Access

  File

  • Fokker Planck equation
  • Mean Field
  • Averaging
  • Nonlinear Fokker-Planck Equations
  • Network Dynamics

• FE-BE coupling for a transmission problem involving microstructure

  Gimperlein, H., Maischak, M. & Stephan, E. P., 10 Mar 2021, (Accepted/In press) In: Journal of Applied and Numerical Optimization.

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

• Genetics, Insurance and Hypertrophic Cardiomyopathy

  Hacariz, O., Kleinow, T. & Macdonald, A. S., 2 Jan 2021, In: Scandinavian Actuarial Journal. 2021, 1, p. 54-81 28 p.

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

  • Hypertrophic Cardiomyopathy
  • Genetic Testing
  • Insurance
  • Mortality
  • Adverse Selection
  1 Citation (Scopus)

• Grassmannian flows and applications to non-commutative non-local and local integrable systems

  Doikou, A., Malham, S. J. A. & Stylianidis, I., Jan 2021, In: Physica D: Nonlinear Phenomena. 415, 132744.

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

  • Local System
  • Integrable Systems
  • Reverse
  • Hankel Operator
  • Differential System

• Group Reidentification with Multigrained Matching and Integration

  Lin, W., Li, Y., Xiao, H., See, J., Zou, J., Xiong, H., Wang, J. & Mei, T., Mar 2021, In: IEEE Transactions on Cybernetics. 51, 3, p. 1478-1492 15 p.

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

  • Deep neural networks
  • Cameras

• GRTr: Generative-Retrieval Transformers for Data-Efficient Dialogue Domain Adaptation

  Shalyminov, I., Sordoni, A., Atkinson, A. & Schulz, H., 21 Apr 2021, (E-pub ahead of print) In: IEEE/ACM Transactions on Audio Speech and Language Processing.

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

  Open Access

  File

  • Dialogue
  • Transformer
  • Retrieval
  • retrieval
  • transformers
  3 Downloads (Pure)

• Impulsive noise modeling and robust receiver design

  Clavier, L., Peters, G. W., Septier, F. & Nevat, I., 2021, In: EURASIP Journal on Wireless Communications and Networking. 2021, 13.

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

  Open Access

  File

  • Impulse noise
  • Parameter estimation
  • Statistical Models
  • Communication systems
  5 Downloads (Pure)

• Integration of 2D lateral groundwater flow into the variable infiltration capacity (VIC) model and effects on simulated fluxes for different grid resolutions and aquifer diffusivities

  Scheidegger, J. M., Jackson, C. R., Muddu, S., Tomer, S. K. & Filgueira, R., 1 Mar 2021, In: Water. 13, 5, 663.

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

  Open Access

  File

  • groundwater flow
  • Groundwater flow
  • Groundwater
  • aquifers
  • Aquifers

• Large-scale parallel server system with multi-component jobs

  Shneer, S. & Stolyar, A. L., 17 Feb 2021, (E-pub ahead of print) In: Queueing Systems.

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

  • Servers
  • Redundancy
  • Conservation