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  • 2019

    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 outputConference publication

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  • 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 outputConference publication

  • High Resolution Sentiment Analysis by Ensemble Classification

    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. 593-606 14 p. (Advances in Intelligent Systems and Computing; vol. 997).

    Research output: Chapter in Book/Published conference outputConference publication

  • How to read paintings: Semantic art understanding with multi-modal retrieval

    Garcia, N. & Vogiatzis, G., 29 Jan 2019, Computer Vision – ECCV 2018 Workshops, Proceedings. Roth, S. & Leal-Taixé, L. (eds.). Springer, Vol. 11130. p. 676-691 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11130 LNCS).

    Research output: Chapter in Book/Published conference outputConference publication

  • Improving Urban Air Quality Through Long-Term Optimisation of Vehicle Fleets

    Chitty, D. M., Parmar, R. & Lewis, P. R., 24 Aug 2019, (E-pub ahead of print) Intelligent Systems and Applications - Proceedings of the 2019 Intelligent Systems Conference IntelliSys Volume 2. Bi, Y., Bhatia, R. & Kapoor, S. (eds.). Springer, Vol. 1038. p. 70-89 20 p. (Advances in Intelligent Systems and Computing; vol. 1038).

    Research output: Chapter in Book/Published conference outputConference publication

  • Increasing genetic programming robustness using simulated dunning-kruger effect

    Griffiths, T. D. & Ekárt, A., 13 Jul 2019, GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion. ACM, p. 340-341 2 p.

    Research output: Chapter in Book/Published conference outputConference publication

  • Knowledge Base K Models to Support Trade-Offs for Self-Adaptation using Markov Processes

    Garcia Paucar, L. H. & Bencomo, N., 1 Jun 2019, Proceedings - 2019 IEEE 13th International Conference on Self-Adaptive and Self-Organizing Systems, SASO 2019. IEEE, Vol. 2019-June. p. 11-16 6 p. 8780528. (2019 IEEE 13th International Conference on Self-Adaptive and Self-Organizing Systems (SASO)).

    Research output: Chapter in Book/Published conference outputConference publication

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  • Learning and Sharing for Improved k-Coverage in Smart Camera Networks

    Vejdanparast, A. & Lewis, P. R., 8 Aug 2019, 2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems (FAS*W). IEEE, p. 80-85 6 p. 8791959

    Research output: Chapter in Book/Published conference outputConference publication

  • Making the Most of Repetitive Mistakes: An Investigation into Heuristics for Selecting and Applying Feedback to Programming Coursework

    Howell, R. & Wong, S. H., 16 Jan 2019, Proceedings of 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering, TALE 2018. Lee, M. J. W., Nikolic, S., Wong, G. K. W., Shen, J., Ros, M., Lei, L. C. U. & Venkatarayalu, N. (eds.). IEEE, p. 286-293 8 p. 8615128. (2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE)).

    Research output: Chapter in Book/Published conference outputConference publication

    Open Access
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  • Phoneme Aware Speech Synthesis via Fine Tune Transfer Learning with a Tacotron Spectrogram Prediction Network

    Bird, J. J., Ekárt, A. & Faria, D. R., 30 Aug 2019, Advances in Computational Intelligence Systems - Contributions Presented at the 19th UK Workshop on Computational Intelligence, 2019. Ju, Z., Zhou, D., Gegov, A., Yang, L. & Yang, C. (eds.). Springer, Vol. 1043. p. 271-282 12 p. (Advances in Intelligent Systems and Computing; vol. 1043).

    Research output: Chapter in Book/Published conference outputConference publication

  • Querying and Annotating Model Histories with Time-Aware Patterns

    García-Domínguez, A., Bencomo, N., Parra-Ullauri, J. M. & García-Paucar, L. H., 21 Nov 2019, Proceedings - 2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems, MODELS 2019. Kessentini, M., Yue, T., Yue, T., Pretschner, A., Voss, S., Burgueno, L. & Burgueno, L. (eds.). IEEE, p. 194-204 11 p. 8906985

    Research output: Chapter in Book/Published conference outputConference publication

  • RaM: Causally-Connected and Requirements-Aware Runtime Models using Bayesian Learning

    Bencomo, N. & Garcia Paucar, L. H., 21 Nov 2019, Proceedings - 2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems, MODELS 2019. Kessentini, M., Yue, T., Yue, T., Pretschner, A., Voss, S., Burgueno, L. & Burgueno, L. (eds.). IEEE, p. 216-226 11 p. 8906919

    Research output: Chapter in Book/Published conference outputConference publication

  • Resource Constrained Self-Aware Cyber-Physical Systems (Tutorial)

    Taherinejad, N., Lewis, P., Jantsch, A., Rahmani, A. & Esterle, L., 8 Aug 2019, 2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems (FAS*W). IEEE, p. 259-260 2 p. 8791942

    Research output: Chapter in Book/Published conference outputConference publication

  • Scaling ACO to large-scale vehicle fleet optimisation via partial-ACO

    Chitty, D. M., Wanner, E., Parmar, R. & Lewis, P. R., 13 Jul 2019, GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion. ACM, p. 97-98 2 p.

    Research output: Chapter in Book/Published conference outputConference publication

  • Self-improving system integration - Status and challenges after five years of SISSY

    Bellman, K., Botev, J., Diaconescu, A., Esterle, L., Gruhl, C., Landauer, C., Lewis, P. R., Stein, A., Tomforde, S. & Wurtz, R. P., 2 Jan 2019, Proceedings - 2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems, FAS*W 2018. IEEE, p. 160-167 8 p. 8599549

    Research output: Chapter in Book/Published conference outputConference publication

  • Semantic Rule Based Program Monitoring

    Tudor, L., Sun, J., Wang, H. H. & Wei, B., 12 Jul 2019, Proceedings - SEKE 2019: 31st International Conference on Software Engineering and Knowledge Engineering. Vol. 2019-July. p. 297-300 4 p.

    Research output: Chapter in Book/Published conference outputConference publication

    Open Access
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  • Sentiment Analysis and Sentence Classification in Long Book-Search Queries

    Htait, A., Fournier, S. & Bellot, P., 28 Mar 2019, International Conference on Computational Linguistics and Intelligent Text Processing.

    Research output: Chapter in Book/Published conference outputConference publication

  • SISSY 2018 Foreword: 5th International Workshop on Self-Improving Systems Integration

    Bellman, K., Tomforde, S., Würtz, R. P., Botev, J., Brinkschulte, U., Diaconescu, A., Esterle, L., Geihs, K., Hoffmann, M., Karl, W., Landauer, C., Lewis, P., Maehle, E., Mühl, G., Müller-Schloer, C., Ponsar, H., Reif, W., Rudolph, S., Schiele, G., Sick, B., & 4 othersStein, A., Stewart, C., Tessone, C. J. & Wacker, A., 2 Jan 2019, 2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems (FAS*W). IEEE, p. XX-XXI

    Research output: Chapter in Book/Published conference outputConference publication

  • Social Action in Socially Situated Agents

    Barnes, C. M., Ekart, A. & Lewis, P. R., 1 Jun 2019, Proceedings - 2019 IEEE 13th International Conference on Self-Adaptive and Self-Organizing Systems, SASO 2019. IEEE, Vol. 2019-June. p. 97-106 10 p. 8780530. (2019 IEEE 13th International Conference on Self-Adaptive and Self-Organizing Systems (SASO)).

    Research output: Chapter in Book/Published conference outputConference publication

  • The virtual human breathing relaxation system

    Dar, S., Lush, V. & Bernardet, U., 21 Oct 2019, Proceedings of the 2019 5th Experiment at International Conference, exp.at 2019. Cardoso, A. & Restivo, M. T. (eds.). IEEE, p. 276-277 2 p. 8876478

    Research output: Chapter in Book/Published conference outputConference publication

  • Tired of Choosing? Just Add Structure and Virtual Reality

    Easton, E., Bernardet, U. & Ekart, A., 27 Mar 2019, Computational Intelligence in Music, Sound, Art and Design - 8th International Conference, EvoMUSART 2019, Held as Part of EvoStar 2019, Proceedings. Castro Pena, M. L., Ekárt, A. & Liapis, A. (eds.). Springer, Vol. 11453. p. 142-155 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11453 LNCS).

    Research output: Chapter in Book/Published conference outputConference publication

    Open Access
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  • Towards History-Aware Self-Adaptation with Explanation Capabilities

    Garcia Dominguez, A., Bencomo, N., Parra Ullauri, J. M. & Garcia Paucar, L. H., 8 Aug 2019, 2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems (FAS*W). IEEE, p. 18-23 6 p. 8791972

    Research output: Chapter in Book/Published conference outputConference publication

  • Traffic3d: A rich 3D-traffic environment to train intelligent agents

    Garg, D., Chli, M. & Vogiatzis, G., 8 Jun 2019, Computational Science - ICCS 2019 - 19th International Conference, 2019, Proceedings. Rodrigues, J. M. F., Cardoso, P. J. S., Monteiro, J., Lam, R., Krzhizhanovskaya, V. V., Lees, M. H., Sloot, P. M. A. & Dongarra, J. J. (eds.). Springer, p. 749-755 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11540 LNCS).

    Research output: Chapter in Book/Published conference outputConference publication

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  • Traffic3D: A new traffic simulation paradigm

    Garg, D., Chli, M. & Vogiatzis, G., 8 May 2019, 18th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2019. ACM, p. 2354-2356 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 4).

    Research output: Chapter in Book/Published conference outputConference publication

    Open Access
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  • Uses and Attitudes of Old and Oldest Adults towards Self-Monitoring Health Systems

    D’Haeseleer, I., Gerling, K., Vanrumste, B., Schreurs, D., Buckingham, C. D. & Vanden Abeele, V., 23 May 2019, Pervasive Health ’19: EAI International Conference on Pervasive Computing Technologies for Healthcare, May 20–23, 2019, Trento, Italy..

    Research output: Chapter in Book/Published conference outputConference publication

    Open Access
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  • Using Abstraction Level in Question Answering System

    Xu, B., Wang, X. & Zhuge, H., 2 May 2019, Proceedings - 2018 14th International Conference on Semantics, Knowledge and Grids, SKG 2018. IEEE, p. 253-256 4 p. 8703959. (2018 14th International Conference on Semantics, Knowledge and Grids (SKG)).

    Research output: Chapter in Book/Published conference outputConference publication

  • Vehicle tire (tyre) detection and text recognition using deep learning

    Kazmi, W., Nabney, I., Vogiatzis, G., Rose, P. & Codd, A., 19 Sept 2019, (E-pub ahead of print) 2019 IEEE 15th International Conference on Automation Science and Engineering, CASE 2019. IEEE, Vol. 2019-August. p. 1074-1079 6 p. 8842962. (2019 IEEE 15th International Conference on Automation Science and Engineering (CASE)).

    Research output: Chapter in Book/Published conference outputConference publication

  • What Size of Language Unit Is More Appropriate for Text Summarization?

    Cao, M. & Zhuge, H., 2 May 2019, Proceedings - 2018 14th International Conference on Semantics, Knowledge and Grids, SKG 2018. IEEE, p. 196-202 7 p. 8703948. (2018 14th International Conference on Semantics, Knowledge and Grids (SKG)).

    Research output: Chapter in Book/Published conference outputConference publication

  • ‘Surprise’ Detection in Human Pattern-of-Life Behaviour

    Qarout, Y. K. & Lowe, D., 7 Feb 2019, 2018 5th International Conference on Information and Communication Technologies for Disaster Management (ICT-DM). IEEE, p. 1-8 8636382

    Research output: Chapter in Book/Published conference outputConference publication

  • 2018

    A mixed entropy local-global reproducing kernel for attributed graphs

    Cui, L., Bai, L., Rossi, L., Zhang, Z., Xu, L. & Hancock, E. R., 2 Aug 2018, Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, S+SSPR 2018, Proceedings. Springer, p. 501-511 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11004 LNCS).

    Research output: Chapter in Book/Published conference outputConference publication

  • A preliminary survey of analyzing dynamic time-varying financial networks using graph kernels

    Cui, L., Bai, L., Rossi, L., Zhang, Z., Jiao, Y. & Hancock, E. R., 2 Aug 2018, Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, S+SSPR 2018, Proceedings. Springer, p. 237-247 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11004 LNCS).

    Research output: Chapter in Book/Published conference outputConference publication

  • Asymmetric Spatio-Temporal Embeddings for Large-Scale Image-to-Video Retrieval

    Garcia, N. & Vogiatzis, G., 6 Sept 2018, 29TH BRITISH MACHINE VISION CONFERENCE.

    Research output: Chapter in Book/Published conference outputConference publication

    Open Access
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  • A target-oriented text scanning mechanism

    Zhuge, H. & Xu, B., 19 Jan 2018, Proceedings - 2017 13th International Conference on Semantics, Knowledge and Grids, SKG 2017. IEEE, Vol. 2018-January. p. 132-138 7 p.

    Research output: Chapter in Book/Published conference outputConference publication

  • Capturing human intelligence for modelling cognitive-based clinical decision support agents

    Rezaei-Yazdi, A. & Buckingham, C. D., 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. 105-116 12 p. (Communications in Computer and Information Science; vol. 732).

    Research output: Chapter in Book/Published conference outputConference publication

    Open Access
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  • Content-Based Conflict-of-Interest Detection on Wikipedia

    Orizu, U. & He, Y., 8 May 2018, The 11th International Conference on Language Resources and Evaluation (LREC). p. 166-173

    Research output: Chapter in Book/Published conference outputConference publication

    Open Access
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  • Deep Reinforcement Learning for Autonomous Traffic Light Control

    Garg, D., Chli, M. & Vogiatzis, G., 15 Oct 2018, 2018 3rd IEEE International Conference on Intelligent Transportation Engineering (ICITE). IEEE, p. 214-218 5 p. 8492537

    Research output: Chapter in Book/Published conference outputConference publication

  • DeSiRE: further understanding nuances of degrees of satisfaction of non-functional requirements trade-off

    Edwards, R. & Bencomo, N., 28 May 2018, Proceedings of the 13th International Conference on Software Engineering for Adaptive and Self-Managing Systems, SEAMS@ICSE 2018, Gothenburg, Sweden, May 28-29, 2018. ACM, p. 12-18 7 p.

    Research output: Chapter in Book/Published conference outputConference 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 outputConference 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 outputConference publication

  • 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 outputConference publication

  • 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 outputConference 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 outputConference publication

    Open Access
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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 outputConference publication

  • Improving the Decision-Making Support in Context-Aware Applications: The Case of an Adaptive Virtual Education Learning Management System

    Bocanegra, J., Paucar, L. H. G., Pavlich-Mariscal, J. & Bencomo, N., 27 Apr 2018, Proceedings of the XXI Iberoamerican Conference on Software Engineering, Bogota, Colombia, April 23-27, 2018. Sanchez Puccini, M., Garces, K. & Casallas, R. (eds.). p. 220-233

    Research output: Chapter in Book/Published conference outputConference publication

  • Improving the effectiveness of genetic programming using continuous self-adaptation

    Griffiths, T. D. & Ekárt, A., 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. 97-102 6 p. (Communications in Computer and Information Science; vol. 732).

    Research output: Chapter in Book/Published conference outputConference publication

  • Interacting Decision-Making Agents and their Impacts on Assurances: Taxonomy and Challenges

    Bencomo, N., Lewis, P. & Gotz, S., 22 Oct 2018, 2018 IEEE 8th International Model-Driven Requirements Engineering Workshop (MoDRE). IEEE, p. 79-83

    Research output: Chapter in Book/Published conference outputConference publication

  • Learning from Interaction: An Intelligent Networked-Based Human-Bot and Bot-Bot Chatbot System

    Bird, J. J., Ekárt, A. & Faria, D. R., 11 Aug 2018, (E-pub ahead of print) UK Workshop on Computational Intelligence. Springer, Vol. 840. p. 179-190 (Advances in Computational Intelligence Systems; vol. 840).

    Research output: Chapter in Book/Published conference outputConference publication

  • Neural Caption Generation for News Images

    Batra, V., He, Y. & Vogiatzis, G., 8 May 2018, 11th International Conference on Language Resources and Evaluation, LREC 2018. p. 1726-1733

    Research output: Chapter in Book/Published conference outputConference publication

    Open Access
  • Neural Storyline Extraction Model for Storyline Generation from News Articles

    Zhou, D., Guo, L. & He, Y., 1 Jun 2018, The 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL). Association for Computational Linguistics, p. 1727-1736

    Research output: Chapter in Book/Published conference outputConference publication

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  • Non-human Modelers: Challenges and Roadmap for Reusable Self-explanation

    Garcia-Dominguez, A. & Bencomo, N., 23 Jan 2018, Software Technologies: Applications and Foundations - STAF 2017 Collocated Workshops, Revised Selected Papers. Springer, Vol. 10748 LNCS. p. 161-171 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10748 LNCS).

    Research output: Chapter in Book/Published conference outputConference publication

    Open Access
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