Computer Science Research Group

Search results

  • 2020

    Run-time and Collective Adaptation of Gameful Systems

    Bencomo, N., Bucchiarone, A., Loria, E., Marcon, A. & Cicchetti, A., 21 Aug 2020, p. 145-146. 2 p.

    Research output: Unpublished contribution to conference › Unpublished Conference Paper › peer-review

  • Software Agent-Centric Semantic Social Network for Cyber-Physical Interaction and Collaboration

    Hussain, N., Wang, H. H., Buckingham, C. D. & Zhang, X., 29 Jul 2020, In: International Journal of Software Engineering and Knowledge Engineering. 30, 6, p. 859-893 35 p.

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

  • Temporal Models for History-Aware Explainability

    Parra-Ullauri, J. M., García-Domínguez, A., García-Paucar, L. H. & Bencomo, N., 19 Oct 2020, Proceedings of the 12th System Analysis and Modelling Conference, SAM 2020. ACM, p. 155–164 10 p.

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

    Open Access
    File

  • Toward model-driven sustainability evaluation

    Kienzle, J., Mussbacher, G., Combemale, B., Bastin, L., Bencomo, N., Bruel, J.-M., Becker, C., Betz, S., Chitchyan, R., Cheng, B., Klingert, S., Paige, R. F., Penzenstadler, B., Seyff, N., Syriani, E. & Venters, C., 24 Feb 2020, In: Communications of the ACM. 63, 3, p. 80-91 12 p.

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

    Open Access
    File

  • Towards an assessment grid for intelligent modeling assistance

    Mussbacher, G., Combemale, B., Abrahão, S., Bencomo, N., Burgueño, L., Engels, G., Kienzle, J., Kühn, T., Mosser, S., Sahraoui, H. & Weyssow, M., 16 Oct 2020, Proceedings - 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, MODELS-C 2020 - Companion Proceedings. ACM, p. 1-10 10 p. 48. (Proceedings - 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, MODELS-C 2020 - Companion Proceedings).

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

    Open Access

  • Towards automated provenance collection for runtime models to record system history

    Reynolds, O., García-Domínguez, A. & Bencomo, N., 19 Oct 2020, Proceedings of the 12th System Analysis and Modelling Conference, SAM 2020. ACM, p. 12-22 11 p. (Proceedings of the 12th System Analysis and Modelling Conference, SAM 2020).

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

    Open Access
    File

  • To What Extent Can Text Classification Help with Making Inferences About Students’ Understanding

    Beaumont, A. J. & Al-Shaghdari, T., 3 Jan 2020, Machine Learning, Optimization, and Data Science - 5th International Conference, LOD 2019, Proceedings. Nicosia, G., Pardalos, P., Umeton, R., Giuffrida, G. & Sciacca, V. (eds.). Springer, p. 372-383 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11943 LNCS).

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

  • Using Sentiment Analysis for Pseudo-Relevance Feedback in Social Book Search

    Htait, A., Fournier, S., Bellot, P., Azzopardi, L. & Pasi, G., 14 Sept 2020, ICTIR '20 - Proceedings of the 2020 ACM SIGIR on International Conference on Theory of Information Retrieval. p. 29-32

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

  • When Agents Become Partners: A Review of the Role the Implicit Plays in the Interaction with Artificial Social Agents

    Dar, S. & Bernardet, U., 22 Nov 2020, In: Multimodal Technologies and Interaction. 4, 4, 24 p., 81.

    Research output: Contribution to journal › Review article › peer-review

    Open Access
    File
  • 2019

    Accent classification in human speech biometrics for native and non-native english speakers

    Bird, J. J., Wanner, E., Ekárt, A. & Faria, D. R., 5 Jun 2019, Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, PETRA 2019. ACM, p. 554-560 7 p.

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

  • A Deep Evolutionary Approach to Bioinspired Classifier Optimisation for Brain-Machine Interaction

    Bird, J., Faria, D., Manso, L. J., Ekárt, A. & Buckingham, C. D., 13 Mar 2019, In: Complexity. 2019, 14 p., 4316548.

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

    Open Access
    File

  • A Deep Learning Approach to Automatic Caption Generation for News Images

    Batra, V., He, Y. & Vogiatzis, G., 1 Jan 2019, The 11th International Conference on Language Resources and Evaluation (LREC).

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

    Open Access
    File

  • A Deep Reinforcement Learning Agent for Traffic Intersection Control Optimization

    Garg, D., Chli, M. & Vogiatzis, G., 28 Nov 2019, 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019. IEEE, p. 4222-4229 8 p. 8917361

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

  • An Architectural Framework for Quality-Driven Adaptive Continuous Experimentation

    Jimenez, M., Rivera, L. F., Villegas, N. M., Tamura, G., Muller, H. A. & Bencomo, N., 29 Aug 2019, (E-pub ahead of print) Proceedings - 2019 IEEE/ACM Joint 4th International Workshop on Rapid Continuous Software Engineering and 1st International Workshop on Data-Driven Decisions, Experimentation and Evolution, RCoSE/DDrEE 2019. IEEE, p. 20-23 4 p. 8818213

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

  • Application of Machine Intelligence in Digital Pathology: Identification of Falciparum Malaria in Thin Blood Smear Image

    Nag, S., Basu, N. & Bandyopadhyay, S. K., 12 Dec 2019, Advancement of Machine Intelligence in Interactive Medical Image Analysis. Verma, O. P., Roy, S., Pandey, S. C. & Mittal, M. (eds.). 1 ed. Singapore, p. 65-97 33 p. (Advancement of Machine Intelligence in Interactive Medical Image Analysis).

    Research output: Chapter in Book/Published conference output › Chapter (peer-reviewed) › peer-review

  • ARRoW: Automatic Runtime Reappraisal of Weights for Self-Adaptation

    Bencomo, N., Garcia Paucar, L. H. & Yuen, K. K. F., 8 Apr 2019, The 12th Edition of the Requirements Engineering Track (RE-Track'19) is part of the 34rd ACM Symposium on Applied Computing. SAC 2019. ACM, p. 1584-1591 8 p.

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

  • A Study on Mental State Classification using EEG-based Brain-Machine Interface

    Bird, J., Manso, L. J., Ribeiro, E. P., Ekárt, A. & Faria, D., 8 May 2019, 9th International Conference on Intelligent Systems 2018: Theory, Research and Innovation in Applications, IS 2018 - Proceedings. Martins, J., Jotsov, V., Bierwolf, R., Mendonca, J. P., Jardim-Goncalves, R. & Marques, M. (eds.). IEEE, p. 795-800 6 p. 8710576. (2018 International Conference on Intelligent Systems (IS)).

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

  • Augmented Reality for Accessible Digital Mental Healthcare

    Lush, V., Buckingham, C., Wileman, S., Edwards, S. & 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. 274-275 2 p. 8876554

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

  • Automatic generation of related work through summarizing citations

    Chen, J. & Zhuge, H., 10 Feb 2019, In: Concurrency Computation. 31, 3, e4261.

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

  • CHARIOT - Towards a Continuous High-Level Adaptive Runtime Integration Testbed

    Barnes, C. M., Bellman, K., Botev, J., Diaconescu, A., Esterle, L., Gruhl, C., Landauer, C., Lewis, P. R., Nelson, P. R., Stein, A., Stewart, C. & Tomforde, S., 8 Aug 2019, Proceedings - 2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems, FAS*W 2019. IEEE, p. 52-55 4 p. 8791947

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

  • Critical Analysis of Malaria Parasite Detection Using Machine Learning Technique

    Basu, N. & Nag, S., 1 May 2019, In: Journal of Medical Imaging and Health Informatics. 9, p. 830-837 8 p.

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

  • 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

  • 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

    Open Access
    File

  • 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

  • Extractive summarization of documents with images based on multi-modal RNN

    Chen, J. & Zhuge, H., 1 Oct 2019, In: Future Generation Computer Systems. 99, p. 186-196 11 p.

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

    Open Access
    File

  • Finding influential users of web event in social media

    Ma, Q., Luo, X. & Zhuge, H., 10 Feb 2019, In: Concurrency Computation. 31, 3, e5029.

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

    Open Access
    File

  • Forward search path count as an alternative indirect citation impact indicator

    Jiang, X. & Zhuge, H., 6 Nov 2019, In: Journal of Informetrics. 13, 4, 100977.

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

  • 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 output › Conference 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 output › Conference publication

  • How to tackle food fussiness. Why Vegetable Maths Masters, a new maths app using vegetables, could increase children’s vegetable intake

    Farrow, C., Haycraft, E., Coulthard, H., Thomas , J. M., Hakobyan, L. & Lumsden, J. M., 2019, Early Years Childcarer: the magazine for the early-years sector, 12, p. 22-23 2 p.

    Research output: Contribution to specialist publication or newspaper › Article

  • 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 output › Conference 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 output › Conference publication

  • Inland surface waters in protected areas globally: Current coverage and 30-year trends

    Bastin, L., Gorelick, N., Saura, S., Bertzky, B., Dubois, G., Fortin, M. J. & Pekel, J. F., 17 Jan 2019, In: PLoS ONE. 14, 1, e0210496.

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

    Open Access
    File

  • 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 output › Conference publication

    Open Access
    File

  • 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 output › Conference publication

  • Learning Non-Metric Visual Similarity for Image Retrieval

    Garcia, N. & Vogiatzis, G., 10 Feb 2019, In: Image and Vision Computing. 82, p. 18-25 8 p.

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

    Open Access
    File

  • Machine learning based framework to predict cardiac arrests in a paediatric intensive care unit: Prediction of cardiac arrests

    Matam, B. R., Duncan, H. & Lowe, D., 15 Aug 2019, In: Journal of Clinical Monitoring and Computing. 33, p. 713–724 12 p.

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

  • 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 output › Conference publication

    Open Access
    File

  • Message from the SASO 2018 Program Committee Chairs

    Beal, J., Bencomo, N. & Botev, J., 15 Jan 2019, In: International Conference on Self-Adaptive and Self-Organizing Systems, SASO. 2018-September, p. X-XI 8613709.

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

  • [email protected]: a Guided Tour of the State-of-the-Art and Research Challenges

    Bencomo, N., Götz, S. & Song, H., 1 Oct 2019, In: Software and Systems Modeling. 18, 5, p. 3049-3082 34 p.

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

    Open Access
    File

  • Moving Towards the Post p < 0.05 Era via the Analysis of Credibility

    Matthews, R. A. J., 29 Mar 2019, In: American Statistician . 73, sup1, p. 202-212 11 p.

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

    Open Access
    File

  • 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 output › Conference 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 output › Conference 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 output › Conference 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 output › Conference 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 output › Conference 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 output › Conference 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 output › Conference publication

    Open Access
    File

  • 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 output › Conference 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 others, Stein, 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 output › Conference publication