Systems Analytics Research Institute (SARI)

Research Output

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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/Report/Conference proceedingConference 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/Report/Conference proceedingConference publication

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/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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, 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/Report/Conference proceedingConference publication

ARRoW: Automatic Runtime Reappraisal of Weights for Self-Adaptation

Bencomo, N., Garcia Paucar, L. & 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference publication

Classification of EEG Signals Based on Image Representation of Statistical Features

Ashford, J., Bird, J., Campelo, F. & Faria, D., 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. 449-460 12 p. (Advances in Intelligent Systems and Computing; vol. 1043).

Research output: Chapter in Book/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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. Optical Society of America, Vol. Part F128-CLEO_QELS 2019. FF2D.4

Research output: Chapter in Book/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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, 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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. Optical Society of America, 8696831

Research output: Chapter in Book/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference publication

Signal-dependent noise for b-modulation NFT-based transmission

Vasylchenkova, A., Pankratova, M., Prilepsky, J. E., Chichkov, N. B. & Turitsyn, S. K., 17 Oct 2019, 2019 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2019. IEEE, 8872660

Research output: Chapter in Book/Report/Conference proceedingConference publication

Open Access
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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/Report/Conference proceedingConference 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/Report/Conference proceedingConference publication

Stepping-stones to Transhumanism: An EMG-controlled Low-cost Prosthetic Hand for Academia

Tatarian, K., Couceiro, M. S., Ribeiro, E. P. & Faria, D. R., 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. 807-812 6 p. 8710489. (2018 International Conference on Intelligent Systems (IS)).

Research output: Chapter in Book/Report/Conference proceedingConference publication

Study of Noise-Induced Signal Corruption for Nonlinear Fourier-Based Optical Transmission

Pankratova, M., Vasylchenkova, A., Prilepsky, J. E. & Derevyanko, S. A., 4 Mar 2019, 2018 British and Irish Conference on Optics and Photonics, BICOP 2018 - Proceedings. IEEE, 8658308

Research output: Chapter in Book/Report/Conference proceedingConference publication

Open Access
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The Design Principles of Reconfigurable Versatile Base Station for Upcoming Communication Networks

Belkinl, M. E., Bakhvalova, T., Turitsyn, S. & Sigov, A., 17 Jan 2019, 2018 26th Telecommunications Forum, TELFOR 2018 - Proceedings. IEEE, p. 1-3 8611864

Research output: Chapter in Book/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference publication

Open Access
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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/Report/Conference proceedingConference publication

Open Access
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Unsupervised and supervised machine learning for performance improvement of NFT optical transmission

Kotlyar, O., Pankratova, M., Kamalian Kopae, M., Vasylchenkova, A., Prilepsky, J. E. & Turitsyn, S. K., 4 Mar 2019, 2018 British and Irish Conference on Optics and Photonics, BICOP 2018 - Proceedings. IEEE, 8658274

Research output: Chapter in Book/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference publication

Using Constraint Solvers to Support Metamorphic Testing

de Castro-Cabrera, M. C., Garcia-Dominguez, A. & Medina-Bulo, I., 5 Aug 2019, 2019 IEEE/ACM 4th International Workshop on Metamorphic Testing (MET). IEEE, p. 32-39 8 p. 8785652

Research output: Chapter in Book/Report/Conference proceedingConference publication