Computer Science Research Group

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  • Conference publication

    Developing a hierarchical fuzzy rule-based model with weighted linguistic rules: A case study of water pipes condition prediction

    Amaitik, N. M. & Buckingham, C. D., 8 Jan 2018, Proceedings of Computing Conference 2017. IEEE, Vol. 2018-January. p. 30-40 11 p.

    Research output: Chapter in Book/Published conference output › Conference publication

  • Developing a probabilistic graphical structure from a model of mental-health clinical risk expertise

    Obembe, O. & Buckingham, C. D., 2010, Knowledge-based and intelligent information and engineering systems: 14th International Conference, KES 2010, Cardiff, UK, September 8-10, 2010, Proceedings. Setchi, R., Jordanov, I., Howlett, R. J. & Jain, L. C. (eds.). Berlin (DE): Springer, Vol. Part IV. p. 88-97 10 p. (Lecture notes in computer science; vol. 6279).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Discovering Missing Stages in the Teaching of Algorithm Analysis: an APOS-based study

    Kay, A. & Wong, S. H. S., 22 Nov 2018, Proceedings of the 18th Koli Calling International Conference on Computing Education Research. ACM, 18

    Research output: Chapter in Book/Published conference output › Conference publication

  • Discriminant adaptive edge weights for graph embedding

    Yuan, Y. & Pang, Y., 16 Sept 2008, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. p. 1993-1996 4 p. 4518029

    Research output: Chapter in Book/Published conference output › Conference publication

  • Disobedience as a mechanism of change

    Burth Kurka, D., Pitt, J., Lewis, P. R., Patelli, A. & Ekart, A., 15 Jan 2019, Proceedings - 12th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, SASO 2018. IEEE, Vol. 2018-September. p. 1-10 10 p. 8613714. ( 2018 IEEE 12th International Conference on Self-Adaptive and Self-Organizing Systems (SASO)).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Doctored JPEG image detection

    Li, W., Yu, N. & Yuan, Y., 23 Oct 2008, 2008 IEEE International Conference on Multimedia and Expo, ICME 2008 - Proceedings. p. 253-256 4 p. 4607419

    Research output: Chapter in Book/Published conference output › Conference publication

  • Domain adaptation for reinforcement learning on the Atari

    Carr, T., Chli, M. & Vogiatzis, G., 8 May 2019, 18th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2019. ACM, p. 1859-1861 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 4).

    Research output: Chapter in Book/Published conference output › Conference publication

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  • Dress Like a Star: Retrieving Fashion Products from Videos

    Garcia, N. & Vogiatzis, G., 19 Jan 2018, Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017. IEEE, Vol. 2018-January. p. 2293-2299 7 p.

    Research output: Chapter in Book/Published conference output › Conference publication

  • Dynamic decision-making based on NFR for managing software variability and configuration selection

    Almeida, A., Bencomo, N., Batista, T., Cavalcante, E. & Dantas, F., 13 Apr 2015, Proceedings of the 30th annual ACM Symposium on Applied Computing, SAC '15. New York, NY (US): ACM, p. 1376-1382 7 p.

    Research output: Chapter in Book/Published conference output › Conference publication

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  • Dynamic decision networks for decision-making in self-adaptive systems: a case study

    Bencomo, N., Belaggoun, A. & Issarny, V., 2013, SEAMS '13 proceedings of the 8th international symposium on Software Engineering for Adaptive and self-Managing Systems. Piscataway, NJ (US) : IEEE, p. 113-122 10 p.

    Research output: Chapter in Book/Published conference output › Conference publication

  • Early risk detection of self-harm and depression severity using BERT-based transformers: iLab at CLEF eRisk 2020

    Martínez-Castaño, R., Htait, A., Azzopardi, L. & Moshfeghi, Y., 25 Sept 2020, Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum. CEUR-WS.org, Vol. 2696. 16 p. 50. (CEUR Workshop Proceedings; vol. 2696).

    Research output: Chapter in Book/Published conference output › Conference publication

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  • Early warnings of heart rate deterioration

    Almeida, V. G. & Nabney, I. T., 13 Oct 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. IEEE, p. 940-943 4 p.

    Research output: Chapter in Book/Published conference output › Conference publication

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  • EEG/ECG information fusion for epileptic event detection

    Bermudez, T., Lowe, D. & Arlaud-Lamborelle, A. M., 20 Nov 2009, DSP 2009: 16th International Conference on Digital Signal Processing, Proceedings. Piscataway (US): IEEE, 8 p.

    Research output: Chapter in Book/Published conference output › Conference publication

  • Effect of mobility on violence in a bi-communal population

    Winsper, M. & Chli, M., 2009, Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. IFAAMAS, Vol. 2. p. 1361-1362 2 p.

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access

  • Emotion Recognition using Spatiotemporal Features from Facial Expression Landmarks

    Golzadeh, H., Faria, D., Manso, L. J., Ekárt, A. & Buckingham, C. D., 26 Sept 2018, Proceedings of the 9th International Conference on Intelligent Systems . 6 p.

    Research output: Chapter in Book/Published conference output › Conference publication

  • Empowering SMEs to make better decisions with Business Intelligence: A Case Study

    Raj, R., Wong, S. H. & Beaumont, A. J., 14 Nov 2018, (E-pub ahead of print) IC3K 2016: Knowledge Discovery, Knowledge Engineering and Knowledge Management . Fred, A., Dietz, J., Aveiro, D., Liu, K., Bernadino, J. & Filipe, J. (eds.). Springer, Vol. 914. p. 306-325 24 p. (Communications in Computer and Information Science; vol. 914).

    Research output: Chapter in Book/Published conference output › Conference publication

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  • Enclosing the behavior of a hybrid system up to and beyond a Zeno point

    Konečný, M., Taha, W., Duracz, J., Duracz, A. & Ames, A., 2013, 2013 IEEE 1st international conference on cyber-physical systems, networks, and applications (CPSNA). IEEE, p. 120-125 6 p.

    Research output: Chapter in Book/Published conference output › Conference publication

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  • Enhanced semantic access to formal software models

    Wang, H., Damljanovic, D. & Sun, J., 29 Oct 2010, Formal methods and software engineering: 12th International Conference on Formal Engineering Methods, ICFEM 2010, Shanghai, China, November 17-19, 2010. Proceedings. Dong, J. S. & Zhu, H. (eds.). Springer, Vol. 6447 LNCS. p. 237-252 16 p. (Lecture notes in computer science; vol. 6447).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Enhancing student learning experience through a novel electronic coursework assessment and feedback management system

    Wong, S. H. S., Taylor, J. E. & Beaumont, A. J., 18 Sept 2012, Proceedings for EE2012 - Innovation, Practice and Research in Engineering Education. Higher Education Academy, 12 p.

    Research output: Chapter in Book/Published conference output › Conference publication

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  • Evaluating the evaluator: modelling systematic data analysis strategies for software selection

    Lumsden, J., Apr 2004, Innovations through information technology. Khosrow-Pour, M. (ed.). IGI Global, p. 97-100 4 p. ITP4898

    Research output: Chapter in Book/Published conference output › Conference publication

  • Evaluation of variational and Markov Chain Monte Carlo methods for inference in partially observed stochastic dynamic systems

    Shen, Y., Archambeau, C., Cornford, D., Opper, M., Shawe-Taylor, J. & Barillec, R., 1 Dec 2007, Machine Learning for Signal Processing 17 - Proceedings of the 2007 IEEE Signal Processing Society Workshop, MLSP. IEEE, p. 306-311 6 p. 4414324

    Research output: Chapter in Book/Published conference output › Conference publication

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  • Event extraction from Twitter using non-parametric Bayesian mixture model with word embeddings

    Zhou, D., Zhang, X. & He, Y., 7 Apr 2017, Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics. Association for Computational Linguistics, Vol. 1. p. 808–817 10 p.

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access

  • Evolutionary market agents and heterogeneous service providers: achieving desired resource allocations

    Lewis, P. R., Marrow, P. & Yao, X., 2009, 2009 IEEE Congress on Evolutionary Computation, CEC 2009. IEEE, p. 904-910 7 p.

    Research output: Chapter in Book/Published conference output › Conference publication

  • Evolutionary market agents for resource allocation in decentralised systems

    Lewis, P. R., Marrow, P. & Yao, X., 2008, Parallel Problem Solving from Nature - PPSN X: 10th international conference Dortmund, Germany, September 13-17, 2008 proceedings. Berlin (DE): Springer, p. 1071-1080 10 p. (Lecture Notes in Computer Science; vol. 5199).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Evolutionary Optimisation of Fully Connected Artificial Neural Network Topology

    Bird, J. J., Ekárt, A., Buckingham, C. D. & Faria, D. R., 23 Jun 2019, Intelligent Computing - Proceedings of the 2019 Computing Conference. Arai, K., Bhatia, R. & Kapoor, S. (eds.). Springer, p. 751-762 12 p. (Advances in Intelligent Systems and Computing; vol. 997).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Evolution of lace knitting stitch patterns by genetic programming

    Ekárt, A., 2007, GECCO '07 : proceedings of the 9th annual conference companion on Genetic and evolutionary computation. New York, NY (US): ACM, p. 2457-2461 5 p.

    Research output: Chapter in Book/Published conference output › Conference publication

  • Evolving ambiguous images

    Machado, P., Vinhas, A., Correia, J. & Ekárt, A., 2015, Proceedings of the twenty-fourth International Joint Conference on Artificial Intelligence (IJCAI 2015. International Joint Conferences on Artificial Intelligence, p. 2473-2479 7 p.

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access

  • Evolving Neuromodulated Controllers in Variable Environments

    Barnes, C. M., Ekárt, A., Ellefsen, K. O., Glette, K., Lewis, P. R. & Tørresen, J., 5 Jan 2022, 2021 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS). El-Araby, E., Kalogeraki, V., Pianini, D., Lassabe, F., Porter, B., Ghahremani, S., Nunes, I., Bakhouya, M. & Tomforde, S. (eds.). IEEE, p. 164-169 6 p.

    Research output: Chapter in Book/Published conference output › Conference publication

  • Exploring differential topic models for comparative summarization of scientific papers

    He, L., Li, W. & Zhuge, H., 11 Dec 2016, Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: technical papers. Association for Computational Linguistics, p. 1028-1038 10 p. C16-1098

    Research output: Chapter in Book/Published conference output › Conference publication

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  • Exploring novel auditory displays for supporting accelerated skills acquisition and enhanced performance in motorsport

    Powell, N. & Lumsden, J., 8 Jul 2015, Proceedings of the 21st International Conference on Auditory Display (ICAD'15). Vogt, K., Andreopoulou, A. & Goudarz, V. (eds.). Graz (AT): University of Music and Performing Arts Graz, p. 173-180 8 p.

    Research output: Chapter in Book/Published conference output › Conference publication

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  • Exposing market mechanism design trade-offs via multi-objective evolutionary search

    Chandra, A., Allmendinger, R., Lewis, P. R., Yao, X. & Torresen, J., 2013, 2013 IEEE Congress on Evolutionary Computation . IEEE, p. 1515-1522 8 p.

    Research output: Chapter in Book/Published conference output › Conference publication

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  • Extracting topical phrases from clinical documents

    He, Y., 12 Feb 2016, Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI-16). AAAI, p. 2957-2963 7 p.

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access

  • Feature LDA: a supervised topic model for automatic detection of web API documentations from the web

    Lin, C., He, Y., Pedrinaci, C. & Domingue, J., 2012, The semantic web – ISWC 2012: 11th international semantic web conference, Boston, MA, USA, November 11-15, 2012, proceedings, part 1. Cudré-Mauroux, P., Heflin, J., Sirin, E. & E. A. (eds.). Heildelberg (DE): Springer, Vol. 7649. p. 328-343 16 p. (Lecture notes in computer science; vol. 7649).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Fitness and novelty in evolutionary art

    Vinhas, A., Assuncção, F., Correira, J., Ekárt, A. & Machado, P., 17 Mar 2016, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Johnson, C., Ciesielski, V., Correia, J. & Machado, P. (eds.). Springer, p. 225-240 16 p. (Lecture Notes in Computer Science; vol. 9596).

    Research output: Chapter in Book/Published conference output › Conference publication

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  • From a Series of (Un)fortunate Events to Global Explainability of Runtime Model-Based Self-Adaptive Systems

    Parra-Ullauri, J. M., Garcia-Dominguez, A. & Bencomo, N., 20 Dec 2021, 2021 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C). IEEE, p. 807-816 10 p.

    Research output: Chapter in Book/Published conference output › Conference publication

  • From Simulation to Reality: CNN Transfer Learning for Scene Classification

    Bird, J. J., Faria, D. R., Ekart, A. & Ayrosa, P. P. S., 18 Sept 2020, 2020 IEEE 10th International Conference on Intelligent Systems, IS 2020 - Proceedings. Sgurev, V., Jotsov, V., Kruse, R. & Hadjiski, M. (eds.). IEEE, p. 619-625 7 p. 9199968. (2020 IEEE 10th International Conference on Intelligent Systems, IS 2020 - Proceedings).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Fully-Autonomous, Vision-based Traffic Signal Control: from Simulation to Reality

    Garg, D., Chli, M. & Vogiatzis, G., 9 May 2022, Proceedings of the 21st International Conference on Autonomous Agents and Multi-agent Systems (AAMAS 2022). ACM, p. 454-462 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 1).

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access
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  • Function interval arithmetic

    Duracz, J., Farjudian, A., Konečný, M. & Taha, W., 31 Dec 2014, Mathematical software – ICMS 2014: 4th international congress, Seoul, South Korea, August 5-9, 2014, proceedings. Hong, H. & Yap, C. (eds.). Berlin (DE): Springer, p. 677-684 8 p. (Lecture Notes in Computer Science; vol. 8592).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Gaining insights into road traffic data through genetic improvement

    Ekárt, A., Patelli, A., Lush, V. & Ilie-Zudor, E., 15 Jul 2017, GECCO '17: proceedings of the Genetic and Evolutionary Computation Conference. New York, NY (US): ACM, p. 1511-1512 2 p.

    Research output: Chapter in Book/Published conference output › Conference publication

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  • Gamified and Self-Adaptive Applications for the Common Good: Research Challenges Ahead

    Bucchiarone, A., Cicchetti, A., Bencomo, N., Loria, E. & Marconi, A., 29 Jun 2021, Proceedings - 2021 International Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2021. IEEE, p. 149-155 7 p. 9462009. (Proceedings - 2021 International Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2021).

    Research output: Chapter in Book/Published conference output › Conference publication

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  • GCG aviator: A decision support agent for career management

    Patelli, A., Lewis, P. R., Wang, H., Nabney, I., Bennett, D. & Lucas, R., 19 Apr 2018, (E-pub ahead of print) Artificial Life and Intelligent Agents - Second International Symposium, ALIA 2016, Revised Selected Papers. Springer, Vol. 732. p. 143-147 5 p. (Communications in Computer and Information Science; vol. 732).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Generation of triangular pulses in normally dispersive fibre

    Wang, H., Latkin, A. I., Boscolo, S. A., Harper, P. & Turitsyn, S. K., 14 Jun 2009, European Conference on Lasers and Electro-Optics 2009 and the European Quantum Electronics Conference. : CLEO Europe - EQEC 2009. . IEEE, 1 p. (Conference publications).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Genetic Programming with Transfer Learning for Urban Traffic Modelling and Prediction

    Ekárt, A., Patelli, A., Lush, V. & Ilie-Zudor, E., 3 Sept 2020, 2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings. IEEE, 9185880

    Research output: Chapter in Book/Published conference output › Conference publication

  • Goal-based modeling of dynamically adaptive system requirements

    Goldsby, H. J., Sawyer, P., Bencomo, N., Hughes, D. & Cheng, B. H. C., Mar 2008, 15th Annual IEEE International Conference and Workshop on the Engineering of Computer Based Systems, 2008. ECBS 2008. IEEE, p. 36-45 10 p.

    Research output: Chapter in Book/Published conference output › Conference publication

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  • Goal Density-based Hindsight Experience Prioritization for Multi-Goal Robot Manipulation Reinforcement Learning

    Kuang, Y., Weinberg, A. I., Vogiatzis, G. & Faria, D. R., 14 Oct 2020, 29th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2020. IEEE, p. 432-437 6 p. 9223473. (29th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2020).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Goal detection from natural language queries

    He, Y., 2010, Natural language processing and information systems: 15th international conference on applications of natural language to information systems, NLDB 2010, Cardiff, UK, June 23-25, 2010. Proceedings. Hopfe, C. J., Rezgui, Y., Métais, E., Preece, A. & Li, H. (eds.). Berlin (DE): Springer, Vol. 6177. p. 157-168 12 p. (Lecture notes in computer science; vol. 6177).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Guidelines for audio-enhancement of graphical user Interface widgets

    Lumsden, J., Brewster, S., Crease, M. & Gray, P., 2002, Proceedings volume 2 of the 16th British HCI Conference London. Sharp, H., Chalk, P., LePeuple, J. & Rosbottom, J. (eds.). London (UK): British Computer Society , p. 6-9 4 p.

    Research output: Chapter in Book/Published conference output › Conference publication

  • Guiding local regression using visualisation

    Maniyar, D. M. & Nabney, I. T., Dec 2005, Deterministic and statistical methods in machine learning. Winkler, J., Niranjan, M. & Lawrence, N. (eds.). Berlin (DE): Springer, p. 98-109 12 p. (Lecture Notes in Computer Science; vol. 3635).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Handling and communicating uncertainty in chained geospatial web services

    Jones, R., Bastin, L., Cornford, D. & Williams, M., 2010, Accuracy 2010: Proceedings of the 9th international symposium on spatial accuracy assessment in natural resources and environmental sciences. Tate, N. J. & Fisher, P. F. (eds.).

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access

  • Handling varying amounts of missing data when classifying mental-health risk levels

    Saleh, S. N. & Buckingham, C. D., 31 Dec 2014, Innovation in Medicine and healthcare 2014. Graña, M., Toro, C., Howlett, R. J. & Jain, L. C. (eds.). IOS, p. 92-101 10 p. (Studies in health technology and informatics; vol. 207).

    Research output: Chapter in Book/Published conference output › Conference publication