Systems Analytics Research Institute (SARI)

Research Output

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

A Hitchhiker's Guide to Model-Driven Engineering for Data-Centric Systems

Combemale, B., Kienzle, J. A., Mussbacher, G., Ali, H., Amyot, D., Bagherzadeh, M., Batot, E., Bencomo, N., Benni, B., Bruel, J. M., Cabot, J., Cheng, B. H. C., Collet, P., Engels, G., Heinrich, R., Jezequel, J. M., Koziolek, A., Mosser, S., Reussner, R., Sahraoui, H. & 5 others, Saini, R., Sallou, J., Stinckwich, S., Syriani, E. & Wimmer, M., 15 May 2020, In : IEEE Software.

Research output: Contribution to journalArticle

Open Access
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An Agent-Based Lattice Model for the Emergence of Anti-Microbial Resistance

Alamino, R. C., 7 Feb 2020, In : Journal of Theoretical Biology. 486, 110080.

Research output: Contribution to journalArticle

A news image captioning approach based on multimodal pointer-generator network

Chen, J. & Zhuge, H., 6 Apr 2020, In : Concurrency Computation.

Research output: Contribution to journalArticle

A Self-Aware and Scalable Solution for Efficient Mobile-Cloud Hybrid Robotics

Akbar, A., Lewis, P. & Wanner, E., 5 Aug 2020, In : Frontiers in Robotics and AI. 7, 102.

Research output: Contribution to journalArticle

Open Access
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Association of novel monomethine cyanine dyes with bacteriophage MS2: A fluorescence study

Vus, K., Tarabara, U., Balklava, Z., Nerukh, D., Stich, M., Laguta, A., Vodolazkaya, N., Mchedlov-Petrossyan, N. O., Farafonov, V., Kriklya, N., Gorbenko, G., Trusova, V., Zhytniakivska, O., Kurutos, A., Gadjev, N. & Deligeorgiev, T., 15 Mar 2020, In : Journal of Molecular Liquids. 302, 112569.

Research output: Contribution to journalArticle

Beyond goal-rationality: Traditional action can reduce volatility in socially situated agents

Barnes, C. M., Ekárt, A. & Lewis, P. R., 17 Jul 2020, In : Future Generation Computer Systems. 113, p. 579-596 18 p.

Research output: Contribution to journalArticle

Open Access
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Built-up areas within and around protected areas: Global patterns and 40-year trends

Fuente, B. D. L., Bertzky, B., Delli, G., Mandrici, A., Conti, M., Florczyk, A. J., Freire, S., Schiavina, M., Bastin, L. & Dubois, G., 28 Sep 2020, In : Global Ecology and Conservation. 24, e01291.

Research output: Contribution to journalArticle

Open Access
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Coarse-grained pressure dynamics in superfluid turbulence

Laurie, J. & Baggaley, A. W., 28 Jan 2020, In : Physical Review Fluids. 5, 1, 014603.

Research output: Contribution to journalArticle

Open Access
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Cross-domain MLP and CNN Transfer Learning for Biological Signal Processing: EEG and EMG

Bird, J. J., Kobylarz, J., Faria, D. R., Ekart, A. & Ribeiro, E. P., 9 Mar 2020, In : IEEE Access. 8, p. 54789-54801 13 p., 9027853.

Research output: Contribution to journalArticle

Open Access
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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

Grouping sentences as better language unit for extractive text summarization

Cao, M. & Zhuge, H., 1 Aug 2020, In : Future Generation Computer Systems. 109, p. 331-359 29 p.

Research output: Contribution to journalArticle

Open Access
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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/Report/Conference proceedingConference publication

Open Access
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Probabilistic inference on uncertain semantic link network and its application in event identification

Li, W. & Zhuge, H., 1 Mar 2020, In : Future Generation Computer Systems. 104, p. 32-42 11 p.

Research output: Contribution to journalArticle

Open Access
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Probabilistic message passing control and FPD based decentralised control for stochastic complex systems

Zhou, Y. & Herzallah, R., 10 Jun 2020, In : AIMS Electronics and Electrical Engineering. 4, 2, p. 216-233 18 p.

Research output: Contribution to journalArticle

Open Access
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Reducing urban traffic congestion due to localized routing decisions

Li, B., Saad, D. & Lokhov, A. Y., 2 Sep 2020, In : Physical Review Research. 2, 032059(R).

Research output: Contribution to journalArticle

Open Access
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Special issue on human behaviour monitoring, interpretation and understanding

Lotfi, A., Pourabdollah, A. & Faria, D. R., 26 Sep 2020, In : Journal of Ambient Intelligence and Humanized Computing.

Research output: Contribution to journalEditorial

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 journalArticle

Open Access
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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
Open Access
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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 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 journalArticle

Open Access
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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

An Efficient Approach for Geo-Multimedia Cross-Modal Retrieval

Zhu, L., Long, J., Zhang, C., Yu, W., Yuan, X. & Sun, L., 9 Sep 2019, In : IEEE Access. 7, p. 180571-180589 19 p., 8827517.

Research output: Contribution to journalArticle

Open Access
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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

Automatic Quality Control and Enhancement for Voice-Based Remote Parkinson’s Disease Detection

Poorjam, A. H., Kavalekalam, M. S., Shi, L., Yordan, R., Jensen, J. B., Little, M. A. & Christensen, M. G., 28 May 2019.

Research output: Preprint or Working paperWorking paper

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Benchmark and Parameter Sensitivity Analysis of Single-Cell RNA Sequencing Clustering Methods

Krzak, M., Raykov, Y., Boukouvalas, A., Cutillo, L. & Angelini, C., 11 Dec 2019, In : Frontiers in Genetics. 10, 1253.

Research output: Contribution to journalArticle

Open Access
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Biological and clinical insights from genetics of insomnia symptoms

25 Feb 2019, In : Nature Genetics. 51, 3, p. 387–393 7 p.

Research output: Contribution to journalLetter, comment or opinion

Open Access

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

Collecting Symptoms and Sensor Data With Consumer Smartwatches (the Knee OsteoArthritis, Linking Activity and Pain Study): Protocol for a Longitudinal, Observational Feasibility Study

Beukenhorst, A. L., Parkes, M., Cooke, L. A., Barnard, R., van der Veer, S., Little, M. A., Howells, K., Sanders, C., Sergeant, J. C., O'Neill, T., McBeth, J. & Dixon, W. G., 23 Jan 2019, In : JMIR Research Protocols. 8, 1, p. e10238 e10238.

Research output: Contribution to journalArticle

Open Access
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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

Compulsory persistent cooperation in continuous public goods games

Li, Y., Liu, X. & Claussen, J. C., 1 Oct 2019, In : Physica A: Statistical Mechanics and its Applications. 531, 121767.

Research output: Contribution to journalArticle

Open Access
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Open Access
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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

Distributed autonomy and trade-offs in online multiobject k-coverage

Esterle, L. & Lewis, P. R., 12 Dec 2019, In : Computational Intelligence.

Research output: Contribution to journalArticle

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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Double power law decay in the Japanese financial market

Jain, S. & Yamano, T., 1 Jan 2019, In : International Journal of Productivity Management and Assessment Technologies. 7, 1, 8 p., 2.

Research output: Contribution to journalArticle

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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