School of Natural & Computing Sciences

Research output

Research output per year 1972 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2022 2023

• 272100 Citations
• 5984 Article
• 1437 Published conference contribution
• 289 Chapter
• 184 Unpublished paper
• 685 More
  • 80 Editorial
  • 67 Book
  • 58 Working paper
  • 52 Conference article
  • 49 Poster
  • 46 Abstract
  • 39 Comment/debate
  • 38 Literature review
  • 31 Other
  • 30 Other contribution
  • 29 Letter
  • 26 Review article
  • 26 Preprint
  • 25 Patent
  • 21 Book/Film/Article review
  • 16 Chapter (peer-reviewed)
  • 11 Other Report
  • 11 Oral Presentation
  • 6 Commissioned Report
  • 5 Foreword/postscript
  • 4 Software
  • 3 Anthology
  • 3 Website, Blog, Social Media
  • 3 Special issue
  • 2 Short survey
  • 1 Entry for encyclopedia/dictionary
  • 1 Report
  • 1 Database
  • 1 Discussion paper

Research output per year

Research output per year

Search results

• 2023

  Artificial Intelligence for Dementia Research Methods Optimization

  Bucholc, M., James, C., Khleifat, A. A., Badhwar, A., Clarke, N., Dehsarvi, A., Madan, C. R., Marzi, S. J., Shand, C., Schilder, B. M., Tamburin, S., Tantiangco, H. M., Lourida, I., Llewellyn, D. J. & Ranson, J. M., 2 Mar 2023, (Submitted) ArXiv.

  Research output: Working paper

  • Artificial Intelligence 100%
  • Machine Learning 85%
  • Dementia 63%
  • Learning 18%
  • Psychology Reinforcement 13%
• 2022

  Learning with capsule: a survey

  Ribeiro, F. D. S., Duarte, K., Everett, M. A., Leontidis, G. & Shah, M., 7 Jun 2022, ArXiv, 29 p.

  Research output: Working paper

  Open Access

  • Convolutional neural networks 100%
  • Computer vision 92%
  • Medical imaging 62%
  • Neurons 50%
  • Deep learning 49%

• User-Driven Research of Medical Note Generation Software

  Knoll, T., Moramarco, F., Papadopoulos Korfiatis, A., Young, R., Ruffini, C., Perera, M., Perstl, C., Reiter, E., Belz, A. & Savkov, A., 5 May 2022, ArXiv, 13 p.

  Research output: Working paper

  Open Access

  • Audio recordings 100%
  • Systems analysis 54%

• Task-Aware Active Learning for Endoscopic Image Analysis

  Thapa, S. K., Poudel, P., Bhattarai, B. & Stoyanov, D., 1 Apr 2022, ArXiv, 12 p.

  Research output: Working paper

  • Problem-Based Learning 100%
  • Image analysis 83%
  • Pipelines 44%
  • Semantics 39%
• 2021

  Pricing and hedging contingent claims in a multi-asset binomial market

  Kędra, J., Libman, A. & Steblovskaya, V., 24 Jun 2021, ArXiv, 35 p.

  Research output: Working paper

  File

  • Martingale Measure 100%
  • Contingent Claims 99%
  • Hedging 92%
  • Pricing 78%
  • Market 72%
  4 Downloads (Pure)

• Some considerations about reviewing and open-access in scientific publishing

  Politi, P., Majumdar, S. N., Politi, A. & Ruffo, S., 5 Apr 2021, (Submitted) ArXiv, 17 p.

  Research output: Working paper

  File

  • Open access 100%
  23 Downloads (Pure)

• A Systematic Review of Reproducibility Research in Natural Language Processing

  Belz, A., Shimorina, A., Agarwal, S. & Reiter, E., 14 Mar 2021, (Submitted) ArXiv.

  Research output: Working paper

  • Natural Language Processing 100%
  • Reproducibility of Results 60%
  • Systematic Reviews 49%
  16 Citations (Scopus)

• Q-W-algebras, Zhelobenko operators and a proof of De Concini-Kac-Procesi conjecture

  Sevostyanov, A., 5 Feb 2021, ArXiv, 194 p.

  Research output: Working paper

  File

  • W-algebras 100%
  • Irreducible Module 49%
  • Slice 43%
  • Roots of Unity 42%
  • Quantum Groups 42%
  7 Downloads (Pure)

• Towards non-perturbative quantization and the mass gap problem for the Yang-Mills Field

  Sevostyanov, A., 5 Feb 2021, ArXiv, 17 p.

  Research output: Working paper

  File

  • Yang-Mills Field 100%
  • Quantization 67%
  • Probability Measure 45%
  • Yang-Mills 21%
  • Electromagnetic Fields 19%
  5 Downloads (Pure)
• 2020

  Loop space homology of a small category

  Broto, C., Levi, R. & Oliver, B., 28 Nov 2020, (E-pub ahead of print) ArXiv, p. 1-44, 44 p.

  Research output: Working paper

  • Loop Space 100%
  • Wedge 87%
  • Homology 72%
  • Finite Group 24%
  • Chain 24%
  1 Citation (Scopus)

• Witt Vectors, Polynomial Maps, and Real Topological Hochschild Homology

  Dotto, E., Moi, K. J. & Patchkoria, I., 16 Oct 2020, (Submitted) ArXiv, p. 1-57, 57 p.

  Research output: Working paper

  File

  • Witt Vectors 100%
  • Hochschild Homology 91%
  • Polynomial Maps 89%
  • Functor 45%
  • Multiplicative 28%
  9 Downloads (Pure)

• Estimating the number of COVID-19 cases being introduced into UK Higher Education Institutions during Autumn 2020

  Perez-Reche, F. & Strachan, N., 10 Sep 2020, MedRxiv.

  Research output: Working paper

  File

  • higher education 100%
  • educational institutions 96%
  • students 69%
  • autumn 54%
  • quarantine 10%
  1 Downloads (Pure)

• Ontology-guided Semantic Composition for Zero-Shot Learning

  Chen, J., Lecue, F., Geng, Y., Pan, J. Z. & Chen, H., 30 Jun 2020, (Submitted) ArXiv, 5 p.

  Research output: Working paper

  • Ontology 100%
  • Semantics 80%
  • Chemical analysis 76%
  • Image classification 41%
  • Animals 38%

• Extensions of homomorphisms between localities

  Henke, E., 22 Jun 2020, (Submitted) ArXiv, p. 1-32, 32 p.

  Research output: Working paper

  • Locality 100%
  • Linking 89%
  • Homomorphism 70%
  • Fusion 25%
  • Lemma 19%

• Preference Elicitation in Assumption-Based Argumentation

  Mahesar, Q., Oren, N. & Vasconcelos, W. W., 12 May 2020, (Submitted) ArXiv, 12 p.

  Research output: Working paper

  • Semantics 100%
  • Set theory 94%

• Importance of untested infectious individuals for the suppression of COVID-19 epidemics

  Perez-Reche, F., Forbes, K. & Strachan, N., 30 Apr 2020, MedRxiv.

  Research output: Working paper

  • herd immunity 100%
  • China 81%
  • Germany 54%
  • Spain 53%
  • Italy 51%

• Equivariant dimensions of groups with operators

  Grant, M., Meir, E. & Patchkoria, I., 23 Apr 2020, ArXiv, p. 1-23, 23 p.

  Research output: Working paper

  File

  • Equivariant 100%
  • Subgroup 71%
  • Cohomological Dimension 69%
  • Operator 50%
  • Lusternik-Schnirelmann Category 37%
  1 Downloads (Pure)

• Impulse control of chaos in the flexible shaft rotating-lifting system of the mono-silicon crystal puller

  Zhou, Z-X., Grebogi, C. & Ren, H-P., 11 Mar 2020, (Submitted) ArXiv, 8 p.

  Research output: Working paper

  • Chaos theory 100%
  • Crystals 97%
  • Silicon 77%
  • Engineers 8%

• Benefit sharing: combining intellectual property, trade secrets, science and an ecosystem focussed approach

  Jaspars, M. & Brown, A., 31 Jan 2020, University of Aberdeen: School of Law, (Working Paper Series; no. 001/20).

  Research output: Working paper

  Open Access

  File

  • Trade secrets 100%
  • genetic resources 97%
  • intellectual property 72%
  • rights of owner 64%
  • farmers right 59%
  18 Downloads (Pure)

• An autoencoder wavelet based deep neural network with attention mechanism for multistep prediction of plant growth

  Alhnaity, B., Kollias, S., Leontidis, G., Jiang, S., Schamp, B. & Pearson, S., 2020, ArXiv.

  Research output: Working paper

  • Deep neural networks 100%
  • Long short-term memory 47%
  • Time series analysis 25%
  • Wavelet decomposition 25%
  • Agriculture 22%
• 2019

  MVF Designer: Design and Visualization of Morse Vector Fields

  Zhou, Y., Lazovskis, J., Catanzaro, M. J., Zabka, M. & Wang, B., 19 Dec 2019, (Submitted) ArXiv, 11 p.

  Research output: Working paper

  File

  • Visualization 100%
  • Vector Field 74%
  • Design 56%
  • Design Process 44%
  • Morse Function 40%
  47 Downloads (Pure)

• Nonequilibrium phenomena in nonlinear lattices: from slow relaxation to anomalous transport

  Iubini, S., Lepri, S., Livi, R., Politi, A. & Politi, P., 14 Nov 2019, ArXiv, 24 p.

  Research output: Working paper

  File

  • statistical mechanics 100%
  • harmonic oscillators 95%
  • heat 62%
  • interactions 37%
  • energy 27%
  59 Downloads (Pure)

• Semigroup identities of supertropical matrices

  Izhakian, Z. & Merlet, G., 13 Nov 2019, (Submitted) ArXiv, 6 p.

  Research output: Working paper

  File

  • Semigroup 100%
  • Walk 67%
  • Digraph 62%
  • Monoid 61%
  • Arc of a curve 56%
  31 Downloads (Pure)

• Cauchy-Schwarz functions and convex partitions in the ray space of a supertropical quadratic form

  Izhakian, Z. & Knebusch, M., 30 Sep 2019, (Submitted) ArXiv, 39 p.

  Research output: Working paper

  File

  • Quadratic form 100%
  • Half line 96%
  • Cauchy 95%
  • Partition 79%
  • Trigonometry 38%
  19 Downloads (Pure)

• Latent Space Factorisation and Manipulation via Matrix Subspace Projection

  Li, X., Lin, C., Wang, C. & Guerin, F., 26 Jul 2019, (Submitted) ArXiv, 10 p.

  Research output: Working paper

  • Factorization 100%

• A Framework for Evaluating Snippet Generation for Dataset Search

  Wang, X., Chen, J., Li, S., Cheng, G., Pan, J. Z., Kharlamov, E. & Qu, Y., 2 Jul 2019, (Submitted) ArXiv, (arXiv).

  Research output: Working paper

  • Search engines 100%
  6 Citations (Scopus)

• Artificial Intelligence Enhances the Performance of Chaos-based Wireless Communication

  Ren, H-P., Zhao, H-E., Bai, C., Yin, H-P. & Grebogi, C., 27 Jun 2019, (Submitted) ArXiv, (arXiv).

  Research output: Working paper

  • Chaos theory 100%
  • Artificial intelligence 86%
  • Communication 49%
  • Communication systems 39%
  • Matched filters 28%

• Augmenting Transfer Learning with Semantic Reasoning

  Lecue, F., Chen, J., Pan, J. Z. & Chen, H., 31 May 2019, (Submitted) ArXiv, (arXiv).

  Research output: Working paper

  • Transfer learning 100%
  • Semantics 57%
  • Embeddings (Algorithms) 25%
  • Air quality 23%
  • Semantic Web 21%

• Stabilization of the homotopy groups of the self equivalences of linear spheres

  Libman, A., 29 Mar 2019, (Submitted) ArXiv.

  Research output: Working paper

  File

  • Homotopy Groups 100%
  • Stabilization 75%
  • Equivalence 59%
  • Pi 59%
  • Unit vector 34%
  10 Downloads (Pure)

• Commutative ν-Algebra and Supertropical Algebraic Geometry

  Izhakian, Z., 23 Jan 2019, (Submitted) ArXiv, (arXiv).

  Research output: Working paper

  File

  • Commutative Algebra 100%
  • Algebraic Geometry 99%
  • Congruence 82%
  • Layout 27%
  • Algebra 25%
  107 Downloads (Pure)

• A scalable test suite for continuous dynamic multiobjective optimisation

  Jiang, S., Kaiser, M., Yang, S., Kollias, S. & Krasnogor, N., 2019, ArXiv.

  Research output: Working paper

  • Multiobjective optimization 100%
  • Scalability 12%
  • Set theory 9%
• 2018

  Radio-wave communication with chaos

  Ren, H-P., Zheng, W-Y. & Grebogi, C., 18 Nov 2018, (Submitted) ArXiv, (arXiv).

  Research output: Working paper

  • Radio waves 100%
  • Chaos theory 79%
  • Communication systems 62%
  • Matched filters 46%
  • Communication 39%

• Smoothness of stabilisers in generic characteristic

  Martin, B., Stewart, D. & Topley, L., 30 Oct 2018, (Submitted) ArXiv.

  Research output: Working paper

  File

  • Centralizer 100%
  • Finite Type 93%
  • Unital 90%
  • Smoothness 76%
  • Ring 59%
  19 Downloads (Pure)

• Towards a context-dependent numerical data quality evaluation framework

  Marev, M. S., Compatangelo, E. & Vasconcelos, W., 22 Oct 2018, (Submitted) ArXiv, 12 p.

  Research output: Working paper

  File

  • Artificial intelligence 100%
  • Oils 73%
  • Gases 65%
  86 Downloads (Pure)

• Semigroup identities of tropical matrices through matrix ranks

  Izhakian, Z. & Merlet, G., 28 Jun 2018, (Submitted) ArXiv.

  Research output: Working paper

  File

  • Semigroup 100%
  • Monoid 41%
  • Exceed 40%
  44 Downloads (Pure)

• Fusion systems with Benson-Solomon components

  Henke, E. & Lynd, J., 5 Jun 2018, (Submitted) (arXiv).

  Research output: Working paper

  File

  • Fusion 100%
  • Centralizer 20%
  • Subsystem 18%
  • Involution 17%
  • Family 8%
  90 Downloads (Pure)

• Recurrence based quantification of dynamical complexity in the Earth's magnetosphere at geospace storm timescales

  Donner, R. V., Balasis, G., Stolbova, V., Georgiou, M., Wiedermann, M. & Kurths, J., 29 Jan 2018, (Submitted) (ArXiv).

  Research output: Working paper

  • magnetosphere 100%
  • timescale 65%
  • solar wind 37%
  • physical process 33%
  • wind forcing 21%
• 2017

  Transfer of Tool Affordance and Manipulation Cues with 3D Vision Data

  Abelha, P. & Guerin, F., 13 Oct 2017, (Submitted) ArXiv.

  Research output: Working paper

  File

  • Robots 100%
  • Wine 71%
  • Kitchens 68%
  • Bottles 62%
  • End effectors 54%
  68 Downloads (Pure)

• Normal subsystems of fusion systems and partial normal subgroups of localities

  Chermak, A. & Henke, E., 16 Jun 2017, (Submitted) ArXiv.

  Research output: Working paper

  • Locality 100%
  • Fusion 90%
  • Normal subgroup 85%
  • Subsystem 81%
  • Partial 56%

• The Distance Standard Deviation

  Edelmann, D., Richards, D. & Vogel, D., 16 May 2017, (Submitted) ArXiv, p. 1-27, 27 p.

  Research output: Working paper

  File

  • Standard deviation 100%
  • Correlation Analysis 16%
  • Spacing 13%
  • Order Statistics 11%
  • Asymptotic distribution 10%
  303 Downloads (Pure)

• On Distance Preserving and Sequentially Distance Preserving Graphs

  Smith, J. P. & Zahedi, E., 17 Jan 2017, ArXiv.

  Research output: Working paper

  File

  • Isometric 100%
  • Graph in graph theory 96%
  • Subgraph 86%
  • Cycle 48%
  • Cut Vertex 47%
  4 Downloads (Pure)
• 2016

  A Network of Networks Approach to Interconnected Power Grids

  Schultz, P., Hellmann, F., Heitzig, J. & Kurths, J., 31 Dec 2016, (Submitted) ArXiv, p. 1-10, 10 p.

  Research output: Working paper

  • Electric power systems 100%
  • Network layers 66%
  • Glues 24%
  • Labels 16%

• e-Distance Weighted Support Vector Regression

  Wang, Y., Ou, G., Pang, W., Huang, L. & Coghill, G. M., 21 Jul 2016, ArXiv, p. 1-10, 10 p.

  Research output: Working paper

  • Support vector regression 100%

• Covering Dimension of C*-Algebras and 2-Coloured Classification

  Bosa, J., Brown, N. P., Sato, Y., Tikuisis, A. P., White, S. & Winter, W., 24 May 2016, ArXiv, 93 p.

  Research output: Working paper

  Open Access

  • Covering Dimension 100%
  • C*-algebra 64%
  • Unital 54%
  • Trace 44%
  • Equivalence 28%

• Assessing the impact of costly punishment and group size in collective-risk climate dilemmas

  Jiang, L-L., Wang, Z., Zhou, C-S., Kurths, J. & Moreno, Y., 16 Apr 2016, (Submitted) ArXiv, p. 1-26, 26 p.

  Research output: Working paper

  • group size 100%
  • penalty 69%
  • climate 64%
  • climate change 35%
  • Group 24%

• Quantifying topological invariants of neuronal morphologies

  Kanari, L., Dłotko, P., Scolamiero, M., Levi, R., Shillcock, J., Hess, K. & Markram, H., 28 Mar 2016, (Submitted) ArXiv, p. 1-15, 15 p.

  Research output: Working paper

  • Carisoprodol 100%
  • Nervous System 74%
  • Anatomy 74%
  • Costs and Cost Analysis 56%
  • Neurons 56%

• Topological analysis of the connectome of digital reconstructions of neural microcircuits

  Dlotko, P., Hess, K., Levi, R., Nolte, M., Muller, E., Reimann, M., Scolamiero, M., Turner, K. & Markram, H., 7 Jan 2016, (Submitted) ArXiv, p. 1-28, 28 p.

  Research output: Working paper

  • Neurons 100%
  • Directed graphs 63%
  • Topology 18%
• 2015

  Impacto do Câncer na Atividade Cerebral

  Translated title of the contribution: The impact of cancer on the neural activityIarosz, K. C., Batista, A. M., Baptista, M. D. S. & Protachevicz, P. R., 2 Oct 2015, (Submitted) ArXiv, p. 1-14, 14 p.

  Research output: Working paper

  • Neurons 100%
  • Brain Death 99%
  • Neoplasms 52%
  • Growth 40%
  • Population 31%
• 2014

  Strong Admissibility Revisited (proofs)

  Caminada, M. W. A., Apr 2014, Aberdeen: University of Aberdeen, (Technical Report Series; no. ABDN–CS–14–CAM01).

  Research output: Working paper

  Open Access

  File

  • Admissibility 100%
  9 Downloads (Pure)
• 2013

  On the Difference between Assumption-Based Argumentation and Abstract Argumentation

  Caminada, M. W. A., Sá, S., Alcântara, J. & Dvořák, W., Sep 2013, University of Aberdeen.

  Research output: Working paper

  • Semantics 100%