Systems Analytics Research Institute (SARI)

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  • 2021

    Electromyography Signal-Based Gesture Recognition for Human-Machine Interaction in Real-Time Through Model Calibration

    Dolopikos, C., Pritchard, M., Bird, J. J. & Faria, D. R., 16 Apr 2021, Advances in Information and Communication - Proceedings of the 2021 Future of Information and Communication Conference, FICC. Arai, K. (ed.). Springer, p. 898-914 17 p. (Advances in Intelligent Systems and Computing; vol. 1364 AISC).

    Research output: Chapter in Book/Published conference outputConference publication

  • 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 outputConference publication

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  • Investigating the Potential Impact of Values on Requirements and Software Engineering

    Sutcliffe, A., Sawyer, P., Liu, W. & Bencomo, N., 7 May 2021, Proceedings - 2021 IEEE/ACM 43rd International Conference on Software Engineering: Software Engineering in Society, ICSE-SEIS 2021. IEEE, p. 39-47 9 p. 9402169. (Proceedings - International Conference on Software Engineering; vol. 2021-May).

    Research output: Chapter in Book/Published conference outputConference publication

  • Look and listen: A multi-modality late fusion approach to scene classification for autonomous machines

    Bird, J. J., Faria, D. R., Premebida, C., Ekart, A. & Vogiatzis, G., 10 Feb 2021, 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2020. IEEE, p. 10380-10385 6 p. 9341557. (IEEE International Conference on Intelligent Robots and Systems).

    Research output: Chapter in Book/Published conference outputConference publication

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  • RDMSim: An Exemplar for Evaluation and Comparison of Decision-Making Techniques for Self-Adaptation

    Samin, H., Paucar, L. H. G., Bencomo, N., Hurtado, C. M. C. & Fredericks, E. M., 29 Jun 2021, Proceedings - 2021 International Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2021. IEEE, p. 238-244 7 p. 9462042. (Proceedings - 2021 International Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2021).

    Research output: Chapter in Book/Published conference outputConference publication

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  • Towards an architecture integrating complex event processing and temporal graphs for service monitoring

    Parra-Ullauri, J. M., García-Domínguez, A., Boubeta-Puig, J., Bencomo, N. & Ortiz, G., 22 Mar 2021, Proceedings of the 36th Annual ACM Symposium on Applied Computing, SAC 2021. ACM, p. 427–435 9 p. (Proceedings of the 36th Annual ACM Symposium on Applied Computing).

    Research output: Chapter in Book/Published conference outputConference publication

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  • Towards priority-awareness in autonomous intelligent systems

    Samin, H., Paucar, L. H. G., Bencomo, N. & Sawyer, P., 22 Mar 2021, Proceedings of the 36th Annual ACM Symposium on Applied Computing, SAC 2021. ACM, p. 1328–1337 10 p. (Proceedings of the 36th Annual ACM Symposium on Applied Computing).

    Research output: Chapter in Book/Published conference outputConference publication

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  • 2020

    Abstractive text-image summarization using multi-modal attentional hierarchical RNN

    Chen, J. & Zhuge, H., 1 Jan 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 4046-4056 11 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

    Research output: Chapter in Book/Published conference outputConference publication

  • Automated provenance graphs for models@run.time

    Reynolds, O., García-Domínguez, A. & Bencomo, N., 16 Oct 2020, Proceedings - 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, MODELS-C 2020 - Companion Proceedings. ACM, p. 344-353 10 p. 53. (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 outputConference publication

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  • Coevolutionary learning of neuromodulated controllers for multi-stage and gamified tasks

    Barnes, C. M., Ekart, A., Ellefsen, K. O., Glette, K., Lewis, P. R. & Torresen, J., 15 Sep 2020, Proceedings - 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems, ACSOS 2020. El-Araby, E., Tomforde, S., Wood, T., Kumar, P., Raibulet, C., Petri, I., Valentini, G., Nelson, P. & Porter, B. (eds.). IEEE, p. 129-138 10 p. 9196458. (Proceedings - 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems, ACSOS 2020).

    Research output: Chapter in Book/Published conference outputConference publication

  • CSC-GAN: Cycle and Semantic Consistency for Dataset Augmentation

    Barros Arantes, R., Vogiatzis, G. & Faria, D. R., 7 Dec 2020, Advances in Visual Computing - 15th International Symposium, ISVC 2020, Proceedings. Bebis, G., Yin, Z., Kim, E., Bender, J., Subr, K., Kwon, B. C., Zhao, J., Kalkofen, D. & Baciu, G. (eds.). Springer, Vol. 12509. p. 170-181 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12509 LNCS).

    Research output: Chapter in Book/Published conference outputConference publication

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

    Bird, J. J., Faria, D. R., Ekart, A. & Ayrosa, P. P. S., 18 Sep 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 outputConference publication

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

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

    Research output: Chapter in Book/Published conference outputConference publication

  • 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 outputConference publication

  • Graph Neural Networks for Human-aware Social Navigation

    Manso, L. J., Jorvekar, R. R., Faria, D., Bustos, P. & Bachiller, P., 3 Nov 2020, Advances in Physical Agents II - Proceedings of the 21st International Workshop of Physical Agents WAF 2020. Bergasa, L. M., Ocaña, M., Barea, R., López-Guillén, E. & Revenga, P. (eds.). Springer, p. 167-179 13 p. (Advances in Intelligent Systems and Computing; vol. 1285).

    Research output: Chapter in Book/Published conference outputConference publication

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  • How to Successfully Run a Digital Apprenticeship: The Programming Boot Camp Case Study

    Patelli, A., Beaumont, T. & James, G., 10 Jan 2020, Proceedings - 4th Conference on Computing Education Practice, CEP 2020. ACM, p. 1-4 3. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Published conference outputConference publication

  • Message from the Chairs

    Lämmel, R., Tratt, L., De Lara, J., García-Domínguez, A., Diekmann, L. & Burgueño, L., 16 Nov 2020, SLE 2020: Proceedings of the 13th ACM SIGPLAN International Conference on Software Language Engineering. ACM, p. III (SLE 2020 - Proceedings of the 13th ACM SIGPLAN International Conference on Software Language Engineering, Co-located with SPLASH 2020).

    Research output: Chapter in Book/Published conference outputConference publication

  • Multi-Agent Deep Reinforcement Learning for Traffic optimization through Multiple Road Intersections using Live Camera Feed

    Garg, D., Chli, M. & Vogiatzis, G., 24 Dec 2020, 2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020. IEEE, 9294375. (2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020).

    Research output: Chapter in Book/Published conference outputConference publication

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  • Optimal Electricity Trading Strategy for a Household Microgrid

    Qin, Z., Hua, H., Liang, H., Herzallah, R., Zhou, Y. & Cao, J., 30 Nov 2020, 2020 IEEE 16th International Conference on Control and Automation, ICCA 2020. IEEE, p. 1308-1313 6 p. 9264421. (IEEE International Conference on Control and Automation, ICCA; vol. 2020-October).

    Research output: Chapter in Book/Published conference outputConference publication

  • 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 outputConference publication

  • 2019

    A Case Study of Model-Driven Engineering for Automated Timetabling

    Eke, C., Garcia-dominguez, A., Van Mourik, J. & Khan, I., 21 Nov 2019, Proceedings - 2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems Companion, MODELS-C 2019. Burgueno, L., Burgueno, L., Pretschner, A., Voss, S., Chaudron, M., Kienzle, J., Volter, M., Gerard, S., Zahedi, M., Bousse, E., Rensink, A., Polack, F., Engels, G. & Kappel, G. (eds.). IEEE, p. 203-210 8 p. 8904643

    Research output: Chapter in Book/Published conference outputConference publication

  • 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 outputConference publication

  • 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 outputConference publication

    Open Access
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  • 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 outputConference 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 outputConference publication

  • 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 outputConference 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 outputConference 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 outputConference publication

  • 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, 2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems (FAS*W). IEEE, p. 52-55 4 p. 8791947

    Research output: Chapter in Book/Published conference outputConference publication

  • Classification of EEG Signals Based on Image Representation of Statistical Features

    Ashford, J., Bird, J., Campelo, F. & Faria, D., 30 Aug 2019, (E-pub ahead of print) 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. 449-460 12 p. (Advances in Intelligent Systems and Computing; vol. 1043).

    Research output: Chapter in Book/Published conference outputConference publication

  • Committees as artificial organisms – Evolution and adaptation

    Alamino, R. C., 26 Apr 2019, ESANN 2019 - Proceedings, 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. p. 31-36 6 p.

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

    Open Access
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  • ECG-Derived Respiration Using a Real-Time QRS Detector Based on Empirical Mode Decomposition

    Kozia, C., Herzallah, R. & Lowe, D., 4 Feb 2019, 12th International Conference on Signal Processing and Communication Systems. ICSPCS 2018. Wysocki, T. A. & Wysocki, B. J. (eds.). IEEE, 8631760

    Research output: Chapter in Book/Published conference outputConference publication

    Open Access
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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

  • Experimental evidence of gain-through-loss mechanism in passive fiber ring cavities : toward tunable frequency comb generation

    Bessin, F., Perego, A. M., Staliunas, K., Turitsyn, S. K., Kudlinski, A., Conforti, M. & Mussot, A., 10 May 2019, CLEO: QELS_Fundamental Science, CLEO_QELS 2019. Vol. Part F128-CLEO_QELS 2019. FF2D.4

    Research output: Chapter in Book/Published conference outputConference publication

  • Fully Probabilistic Design for Stochastic Discrete System with Multiplicative Noise

    Zhou, Y., Herzallah, R. & Zafar, A., 19 Jul 2019, 2019 IEEE 15th International Conference on Control and Automation, ICCA 2019. IEEE, p. 940-945 6 p. 8899607

    Research output: Chapter in Book/Published conference outputConference publication

    File
  • 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

  • ICA-Derived Respiration Using an Adaptive R-peak Detector

    Kozia, C., Herzallah, R. & Lowe, D., 19 Oct 2019, International Conference on Time Series and Forecasting: ITISE 2018: Theory and Applications of Time Series Analysis . Springer, p. 363-377

    Research output: Chapter in Book/Published conference outputConference publication

    Open Access
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  • 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

    Open Access
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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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  • Nonlinear Fourier Transform for Nonlinear Fibre Channels

    Turitsyn, S. K., 22 Apr 2019, 2019 Optical Fiber Communications Conference and Exhibition, OFC 2019 - Proceedings. 8696831

    Research output: Chapter in Book/Published conference outputConference publication

  • Performance Prediction using Neural Network and Confidence Intervals: a Gas Turbine application

    Cisotto, S. & Herzallah, R., 24 Jan 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). IEEE, p. 2151-2159 9 p. 8621919

    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