School of Informatics

Research output

Research output per year 1968 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 10468 Conference contribution
• 6066 Article
• 549 Chapter
• 443 Paper
• 1741 More
  • 286 Poster
  • 207 Chapter (peer-reviewed)
  • 206 Working paper
  • 160 Book
  • 156 Abstract
  • 129 Preprint
  • 66 Meeting abstract
  • 63 Editorial
  • 45 Other report
  • 43 Review article
  • 41 Commissioned report
  • 39 Other contribution
  • 37 Patent
  • 32 Doctoral Thesis
  • 29 Comment/debate
  • 23 Other
  • 22 Book/Film/Article review
  • 21 Special issue
  • 18 Entry for encyclopedia/dictionary
  • 15 Other chapter contribution
  • 14 Letter
  • 11 Anthology
  • 10 Foreword/postscript
  • 8 Literature review
  • 8 Artefact
  • 8 Exhibition
  • 8 Web publication/site
  • 7 Software
  • 7 Discussion paper
  • 5 Data set/Database
  • 4 Digital or Visual Products
  • 4 Master's Thesis
  • 3 Performance
  • 3 Protocols
  • 1 Scholarly edition
  • 1 Conference article
  • 1 Featured article

Research output per year

Research output per year

Search results

• 2019

  Implicitly Learning to Reason in First-Order Logic

  Belle, V. & Juba, B., 12 Aug 2019, (E-pub ahead of print). 7 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Background Knowledge 100%
  • Answering Query 100%
  • Theoretic Framework 50%
  • Probability 50%
  • Domains 50%

• A Key to Your Heart: Biometric Authentication Based on ECG Signals

  Samarin, N. & Sannella, D., 11 Aug 2019. 6 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Collected Data 100%
  • Biometric Authentication 100%
  • Biometrics 100%
  • User 50%
  • User Authentication 50%

• Online Community Engagement when Talking About Infidelity: The Case of Reddit

  Chen, L., Magdy, W. & Wolters, M., 20 Jul 2019. 2 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Infidelity 100%
  • Online Communities 100%
  • Social Media 75%
  • Social Support 25%
  • Loneliness 25%

• Local experts: Coordination and the albatross of domain-general HLC

  Philalithis, E., 3 Jul 2019. 3 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

• Iterative Model-Based Reinforcement Learning Using Simulations in the Differentiable Neural Computer

  Mufti, A., Penkov, S. & Ramamoorthy, S., 15 Jun 2019, (E-pub ahead of print). 8 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Model-Based Reinforcement Learning 100%
  • Simulation 100%
  • Computer Model 100%
  • Computer 100%
  • Learning Agent 33%

• Sparsity Emerges Naturally in Neural Language Models

  Saphra, N. & Lopez, A., 15 Jun 2019. 5 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Language 100%
  • Exercise 100%

• An empirical evaluation of adversarial robustness under transfer learning

  Davchev, T., Korres, T., Fotiadis, S., Antonopoulos, N. & Ramamoorthy, S., 14 Jun 2019, (E-pub ahead of print). 8 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Evaluation 100%
  • Transfer Learning 100%
  • Transfers 100%
  • Learning 100%
  • Network Target 28%

• Designing social play to support young hospitalised children

  Andries, V. & Robertson, J., 12 Jun 2019, p. 550–555. 6 p.

  Research output: Contribution to conference › Paper › peer-review

  • Children 100%
  • Social Play 100%
  • Child 100%
  • Hospital 30%
  • Pediatrics 20%

• Continuous-variable nonlocality and contextuality

  Soares Barbosa, R., Douce, T., Emeriau, P-E., Kashefi, E. & Mansfield, S., 11 Jun 2019. 21 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Continuous Variable 100%
  • Linear Program 33%
  • Accuracy 33%
  • Approximation (Algorithm) 33%
  • Bell Inequality 33%

• Measuring the Changing Cost of Cybercrime

  Anderson, R., Barton, C., Böhme, R., Clayton, R., Gañán, C., Grasso, T., Levi, M., Moore, T. & Vasek, M., 3 Jun 2019. 32 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Costs 100%
  • Cybercrime 100%
  • Fraud 85%
  • Crime 71%
  • Payment System 57%

• Attitude Recognition Using Multi-resolution Cochleagram Features

  Haider, F. & Luz, S., 12 May 2019, p. 3737-3741.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Communication 100%
  • Recognition Accuracy 50%
  • Accuracy 50%
  • Application 50%
  • Decision Trees 50%

• Darkening Programmable Donations

  Elsden, C., Trotter, L., Vines, J. & Speed, C., 5 May 2019. 5 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Groups 100%
  • Intention 100%
  • Motivation 100%
  • Attention 100%

• Machine learning on Crays to optimise petrophysical workflows in oil and gas exploration

  Brown, N., Roubickova, A., Lampaki, I., MacGregor, L., Ellis, M. & Vera de Newton, P., 5 May 2019. 15 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Machine Learning 100%
  • Natural Gas Exploration 100%
  • Oil Exploration 100%
  • Workflows 100%
  • Datum 57%

• Modelling the earth’s geomagnetic environment on Cray machines using PETSc and SLEPc

  Brown, N., Bainbridge, B., Beggan, C. D., Macmillan, S., Brown, W. & Hamilton, B., 5 May 2019. 13 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Models 100%
  • Memory Bound 33%
  • Normal Equation 33%
  • Symmetric Matrix 16%
  • Data Structure 16%

• Monzo + IFTTT: Everyday Automation through Programmable Money

  Feltwell, T., Elsden, C., Vines, J. & Lawson, S., 5 May 2019. 5 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Automation 100%
  • User 50%
  • Functions 50%
  • Mobile Banking 25%
  • Web Automation 25%

• Walkers—encoding multivariate data into human motion sequences

  Carson, I., Hinrichs, U. & Aaron, Q., 5 May 2019.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Visualization 100%
  • Human Motions 100%
  • Multivariate Data 100%
  • Analytics 50%
  • Dimensional Reduction 50%

• IoT Resources for Outdoor Play

  Dylan, T., Durrant, A., Wood, G., Vines, J. & Lawson, S., 4 May 2019, p. 1-5.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Children 100%
  • Social Support 49%
  • Community Resources 49%

• Saudis' Conceptualisation of Disturbing Content on Social Media

  Albakry, S., Alabdullatif, A., Vaniea, K. & Wolters, M., 4 May 2019, p. 68-72. 5 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • User 100%
  • Conceptualisation 100%
  • Social Media 100%
  • Personal Space 40%
  • Requirement Elicitation 20%

• Using Crowdsourcing to Foster Creativity in Children with Autism during Idea Generation

  Constantin, A., Alexandru, C. & Dragomir, M., 4 May 2019, (E-pub ahead of print). 5 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Idea Generation 100%
  • Participatory Design 66%
  • Machine Learning Technique 33%
  • Specific Disorder 33%
  • Teams 33%

• Chatty Factories: A vision for the future of product design and manufacture with IoT

  Burnap, P., Branson, D., Murray-Rust, D., Preston, J., Richards, D., Burnett, D., Edwards, N., Firth, R., Gorkovenko, K., Khanesar, M., Lakoju, M., Smith, T. & Thorp, J., 1 May 2019.

  Research output: Contribution to conference › Paper › peer-review

  • Product Design 100%
  • Internet of Things 100%
  • Design 66%
  • Education Sector 33%
  • Sensor 33%

• Improving Low-Resource NMT with ParserGenerated Syntactic Phrases

  Gupta, K. K., Sen, S., Ekbal, A. & Bhattacharyya, P., 7 Apr 2019. 13 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Machine Translation 100%
  • Syntactics 100%
  • Domains 66%
  • Models 66%
  • Parallel Corpus 33%

• Take Help from Elder Brother: Old to ModernEnglish NMT with Phrase Pair Feedback

  Sen, S., Hasanuzzaman, M., Ekbal, A., Bhattacharyya, P. & Way, A., 7 Apr 2019. 12 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Machine Translation 100%
  • Human Language 20%
  • Evaluation Result 20%
  • Parallel Corpus 20%
  • Training Example 20%

• To Compress Or Not To Compress: Understanding The Interactions Between Adversarial Attacks And Neural Network Compression

  Shumailov, I., Zhao, Y., Mullins, R. & Anderson, R., 31 Mar 2019, p. 230-240. 11 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Neural Network 100%
  • Deep Neural Network 100%
  • Models 50%
  • Quantization 25%
  • Sparsity 25%

• The Multihype: Virtualizing Heterogeneous-ISA Architectures

  Olivier, P., Ravindran, B. & Barbalace, A., 28 Mar 2019, p. 1-4. 4 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • General Purpose Processor 100%
  • Level Virtualization 66%
  • Cloud Computing 33%
  • Hardware Support 33%
  • Intelligent Network 33%

• A Formal Model for Delegated Authorization of IoT Devices Using ACE-OAuth

  Arnaboldi, L. & Tschofenig, H., 20 Mar 2019. 13 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Authorization 100%
  • Internet of Things Device 100%
  • Models 100%
  • Constrained Environment 100%
  • Security Protocol 60%

• Approximating the Earth Mover’s Distance between sets of points and line segments

  van Kreveld, M., Staals, F., Vaxman, A. & Vermeulen, J. L., 20 Mar 2019. 6 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Distance 100%
  • Segment 100%
  • Set 100%
  • Line Segment 100%
  • Points 100%

• Motor Learning for Control of Prosthetic Limbs

  Krasoulis, A., Dyson, M., Dupan, S. & Nazarpour, K., 20 Mar 2019.

  Research output: Contribution to conference › Paper › peer-review

  • Control 100%
  • Motor Learning 100%
  • Signal Processing Algorithm 16%
  • Classification 16%
  • Cursor Position 16%

• Named Entity Recognition for Electronic Health Records: A Comparison of Rule-based and Machine Learning Approaches

  Gorinski, P. J., Wu, H., Grover, C., Tobin, R., Talbot, C., Whalley, H., Whiteley, W. & Alex, B., 26 Feb 2019, (Accepted/In press). 8 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Named Entity Recognition 100%
  • Records 100%
  • Machine Learning Approach 100%
  • Electronics 100%
  • Electronic Health Record 100%

• Towards Mapping Lift to Deep Neural Network Accelerators

  Mogers, N., Steuwer, M., Smith, A., Dubach, C., Vytiniotis, D. & Tomioka, R., 21 Jan 2019.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Deep Neural Network 100%
  • Rewrite Rule 40%
  • Extensibility 40%
  • Generation 20%
  • Computation 20%

• How to train your MAML

  Antoniou, A., Edwards, H. & Storkey, A., 2019. 11 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Few-Shot Learning 100%
  • Convergence Speed 33%
  • Neural Network Architecture 33%
  • Generalization Performance 33%
  • Generalization 33%

• On the Relation Between the Sharpest Directions of DNN Loss and the SGD Step Length

  Jastrzębski, S., Kenton, Z., Ballas, N., Fischer, A., Bengio, Y. & Storkey, A., 2019. 19 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Deep Neural Network 100%
  • Gradient Descent 100%
  • Neural Network 12%
  • Smallest Eigenvalue 12%
  • Models 12%

• Supporting Real-Time Contextual Inquiry Through Sensor Data

  Gorkovenko, K., Burnett, D., Thorp, J., Richards, D. & Murray-Rust, D., 2019.

  Research output: Contribution to conference › Paper › peer-review

  File

• Tangible Thinking: Materializing How We Imagine and Understand Systems, Experiences, and Relationships

  Lockton, D., Brawley, L., Aguirre Ulloa, M., Prindible, M., Forlano, L., Rygh, K., Fass, J., Herzog, K. & Nissen, B., 2019.

  Research output: Contribution to conference › Paper

  • Thinking 100%
  • Experience 100%
  • Attention 33%
  • Group Discussions 33%
  • Paper 33%
• 2018

  Towards the use of Commitments in Multi-agent decision support systems

  Sassoon, I., Kokciyan, N., Parsons, S. & Sklar, E. I., 15 Dec 2018. 4 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Decision Support System 100%
  • Decision Maker 33%
  • Case Study 33%
  • Records 33%
  • Contexts 33%

• Parallax bundle adjustment on manifold with convexified initialization

  Liu, L., Zhang, T., Leighton, B., Zhao, L., Huang, S. & Dissanayake, G., 11 Dec 2018.

  Research output: Contribution to conference › Paper › peer-review

• Inference and Distillation for Option Learning

  Igl, M., Boehmer, W., Gambardella, A., Torr, P. H. S., Nardelli, N., Siddharth, N. & Whiteson, S., 8 Dec 2018. 10 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Distillation 100%
  • Temporal Extension 25%
  • Factorization 25%
  • Transfer Learning 25%
  • Learning Framework 25%

• Disentangling Disentanglement

  Mathieu, E., Rainforth, T., Siddharth, N. & Teh, Y. W., 7 Dec 2018. 11 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Encoding 100%
  • Independence 100%
  • Automobile 100%
  • Manipulation 50%
  • Representation 50%

• Visual Dialogue without Vision or Dialogue

  Massiceti, D., Dokania, P. K., Siddharth, N. & Torr, P., 7 Dec 2018. 6 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Visual Stimulus 100%
  • Art Performance 50%
  • Correlation Analysis 50%
  • Evaluation Metric 50%
  • Standards 50%

• Multi-Method Study of Electronic Health Records Workflows

  Grando, A., Manataki, A., Furniss, S. K., Duncan, B., Solomon, A., Kaufman, D., Hirn, S., Sunday, R., Bouchereau, J., Doebbeling, B., Burton, M. M., Poterack, K. A., Miksch, T. & Helmers, R. A., 5 Dec 2018, p. 498-507. 10 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Health 100%
  • Study Method 100%
  • Record 100%
  • Records 100%
  • Workflows 100%

• Bayesian Adversarial Spheres: Bayesian Inference and Adversarial Examples in a Noiseless Setting

  Bekasovs, A. & Murray, I., 16 Nov 2018, (Accepted/In press) p. 1-6. 6 p.

  Research output: Contribution to conference › Paper › peer-review

• Entity and Event Extraction from Scratch Using Minimal Training Data

  Wendlandt, L., Wilson, S., Ignat, O., Welch, C., Zhang, L., Wang, M., Deng, J. & Mihalcea, R., 14 Nov 2018, p. 1-9. 9 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Events 100%
  • Training Data 100%
  • Event Extraction 100%
  • Teams 33%
  • Knowledge Base 33%

• Driving asynchronous distributed tasks with events

  Brown, N., Brown, O. T. & Bull, J., 12 Nov 2018, (E-pub ahead of print). 10 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • User 100%
  • Parallelism 100%
  • Open Source 100%
  • Distributed Nature 100%
  • Events 100%

• Stakeholders' views on a collaborative decision support system to promote multimorbidity self-management: barriers, facilitators and design implications

  Porat, T., Kokciyan, N., Sassoon, I., Young, A. P., Chapman, M., Ashworth, M., Modgil, S., Parsons, S., Sklar, E. & Curcin, V., 7 Nov 2018. 3 p.

  Research output: Contribution to conference › Paper › peer-review

  • Decision Support System 100%
  • Design 100%
  • Facilitator 100%
  • Stakeholders 100%
  • Multiple Chronic Conditions 100%

• Responsible robotics: Exploring ethical implications of robots in the home

  Urquhart, L., Reedman-Flint, D. & Leesakul, N., 24 Sept 2018.

  Research output: Contribution to conference › Paper › peer-review

• Transferring Physical Motion Between Domains forNeural Inertial Tracking

  Chen, C., Lu, C. X., Blunsom, P., Markham, A. & Trigoni, N., 21 Sept 2018, (Accepted/In press). 4 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Domains 100%
  • Mobile Agents 16%
  • Domain Adaptation 16%
  • Invariant Domain 16%
  • Real World 16%

• It's all Relative: Monocular 3D Human Pose Estimation from Weakly Supervised Data

  Ruggero Ronchi, M., Mac Aodha, O., Eng, R. & Perona, P., 2 Sept 2018, p. 1-13. 13 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Pose Estimation 100%
  • Estimation Algorithm 28%
  • Training Data 28%
  • Algorithms 28%
  • Evaluation 14%

• LISA: Predicting the Impact of DoS Attacks onReal-World Low Power IoT Systems

  Arnaboldi, L. & Morisset, C., 8 Jul 2018. 2 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

• Findings of the Second Workshop on Neural Machine Translation and Generation

  Birch, A., Finch, A., Luong, M-T., Neubig, G. & Oda, Y., Jul 2018, p. 1-10. 10 p.

  Research output: Contribution to conference › Paper

  Open Access

  • Generation 100%
  • Machine Translation 100%
  • Adaptation Data 25%
  • Domain Adaptation 25%
  • Computational Linguistics 25%

• How Private Is Your Voting? A Framework for Comparing the Privacy of Voting Mechanisms

  Liu, A., Lu, Y., Xia, L. & Zikas, V., 22 Jun 2018. 39 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Differential Privacy 100%
  • Rendering 50%
  • Privacy Preserving 50%
  • Accuracy 50%
  • Standards 50%

• Bitcoin Redux

  Anderson, R., Shumailov, I., Ahmed, M. & Rietmann, A., 18 Jun 2018. 33 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Problem 100%
  • Cryptocurrency 100%
  • Bitcoin 100%
  • Customer 80%
  • Exchange 80%