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DSI - Foundations

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  1. Chapter (peer-reviewed)
  2. Published

    Analysing Keyword Lists

    Rayson, P. & Potts, A., 5/05/2021, A Practical Handbook of Corpus Linguistics. Paquot, M. & Gries, S. (eds.). Cham: Springer, p. 119-139 21 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  3. Published

    Deep Learning for Driverless Vehicles

    Hodges, C., An, S., Rahmani, H. & Bennamoun, M., 1/03/2019, Handbook of Deep Learning Applications. Balas, V., Roy, S., Sharma, D. & Samui, P. (eds.). Cham: Springer, p. 83-99 17 p. ( Smart Innovation, Systems and Technologies; vol. 136).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  4. Published

    Multilingual Financial Narrative Processing: Analysing Annual Reports in English, Spanish and Portuguese

    El Haj, M., Rayson, P. E., Young, S. E., Alves, P. & Herrero Zorita, C., 02/2019, Multilingual Text Analysis: Challenges, Models, and Approaches. Litvak, M. & Vanetik, N. (eds.). World Scientific Publishing

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  5. Published

    Empirical Approach—Introduction

    Angelov, P. P. & Gu, X., 1/01/2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Cham: Springer-Verlag, p. 103-133 31 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  6. Published

    Empirical Fuzzy Sets and Systems

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 135-155 21 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  7. Published

    Epilogue: Studies in Computational Intelligence

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 341-346 6 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  8. Published

    Introduction

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 1-14 14 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  9. Published

    Transparent Deep Rule-Based Classifiers

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 223-245 23 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  10. Published

    Anomaly Detection—Empirical Approach

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. P. & Gu, X. (eds.). Cham: Springer, p. 157-173 17 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  11. Published

    Applications of Autonomous Anomaly Detection

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 249-259 11 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  12. Published

    Applications of Autonomous Data Partitioning

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 261-276 16 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  13. Published

    Applications of Autonomous Learning Multi-model Systems

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 277-293 17 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  14. Published

    Applications of Deep Rule-Based Classifiers

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 295-319 25 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  15. Published

    Applications of Semi-supervised Deep Rule-Based Classifiers

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 321-340 20 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  16. Published

    Brief Introduction to Computational Intelligence

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 69-99 31 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  17. Published

    Autonomous Learning Multi-model Systems

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 199-222 24 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  18. Published

    Brief Introduction to Statistical Machine Learning

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 17-67 51 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  19. Published

    Data Partitioning—Empirical Approach

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 175-198 24 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  20. Published

    Evaluating the Quality of Radiotherapy Treatment Plans for Prostate Cancer

    Stubington, E., Ehrgott, M., Glyn, S. & Nohadani, O., 23/12/2018, Cases based on Multiple Criteria Decision Making/Aiding methods: Building and Solving Decision Models with Computer Implementations. Huber, S., Geiger, M. J. & de Almeida, A. T. (eds.). Springer, p. 41-66 26 p. (International Series in Operations Research & Management Science; vol. 274).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  21. Published

    Modelling space in historical texts

    Gregory, I. N., Donaldson, C. E., Hardie, A. & Rayson, P. E., 30/10/2018, The Shape of Data in Digital Humanities: Modeling Texts and Text-based Resources. Flanders, J. & Jannidis, F. (eds.). London: Routledge, p. 133-149 17 p. (Digital Research in the Arts and Humanities).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  22. Published

    A heuristic for maximising energy efficiency in OFDMA systems with QoS constraints

    Letchford, A. N., Ni, Q. & Zhong, Z., 1/07/2018, Combinatorial Optimization: 5th International Symposium. Lee, J., Rinaldi, G. & Mahjoub, A. R. (eds.). Springer, p. 303-312 10 p. (Lecture Notes in Computer Science; vol. 10856).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  23. Published

    Preface

    Corrales, J. C., Iglesias, J. A. & Angelov, P., 1/01/2018, Advances in Information and Communication Technologies for Adapting Agriculture to Climate Change: Proceedings of the International Conference of ICT for Adapting Agriculture to Climate Change (AACC'17), November 22-24, 2017, Popayán, Colombia. Angelov, P., Iglesias, J. A. & Corrales, J. C. (eds.). Cham: Springer, p. v-vi 2 p. (Advances in Intelligent Systems and Computing; vol. 687).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  24. Published

    Asymptotics of ABC

    Fearnhead, P., 2018, Handbook of Approximate Bayesian Computation . Sisson, S., Fan, Y. & Beaumont, M. (eds.). CRC Press, p. 269-288 20 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  25. Published

    Strengthening Chvátal-Gomory cuts for the stable set problem

    Letchford, A. N., Marzi, F., Rossi, F. & Smriglio, S., 10/09/2016, Combinatorial Optimization: 4th International Symposium, ISCO 2016, Vietri sul Mare, Italy, May 16-18, 2016, Revised Selected Papers. Cerulli, R., Fujishige, S. & Mahjoub, A. R. (eds.). Berlin: Springer, p. 201-212 12 p. (Lecture Notes in Computer Science; vol. 9849).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  26. Published

    Pricing toll roads under uncertainty

    Dokka Venkata Satyanaraya, T., Alain, Z., Sen Gupta, S. & Talla Nobibon, F., 2016, 16th Workshop on Algorithmic Approaches for Transportation Modelling, Optimization, and Systems (ATMOS 2016). Goerigk, M. & Werneck, R. (eds.). Dagstuhl, Germany: Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik, Vol. 54. p. 4:1-4:14 14 p. (Open Access Series in Informatics (OASIcs)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  27. Published

    Statistical analysis of count time series models: a GLM perspective

    Fokianos, K., 2016, Handbok of discrete-valued time series. Davis, R., Holan, S. H., Lund, R. & Ravishanker, N. (eds.). Chapman and Hall/CRC Press, p. 3-27 25 p. (Handbooks of Modern Statistical Methods).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  28. Published

    The power of teams that disagree: team formation in large action spaces

    Soriano Marcolino, L., Xu, H., Xin Jiang, A., Tambe, M. & Bowring, E., 7/11/2015, Coordination, Organizations, Institutions and Norms in Agent Systems X: COIN 2014 International Workshops, COIN@AAMAS, Paris, France, May 6, 2014, COIN@PRICAI, Gold Coast, QLD, Australia, December 4, 2014, Revised Selected Papers. Ghose, A., Oren, N., Telang, P. & Thangarajah, J. (eds.). Springer, p. 213-232 20 p. (Lecture Notes in Computer Science; vol. 9372).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  29. Published

    Spatializing and analysing digital texts: corpora, GIS and places

    Gregory, I., Cooper, D., Hardie, A. & Rayson, P., 4/02/2015, Deep maps and spatial narratives. Bodenhamer, D., Corrigan, J. & Harris, T. (eds.). Bloomington, Ind.: Indiana University Press, p. 150-178 29 p. (Spatial Humanities).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  30. Published

    A robust evolving cloud-based controller

    Angelov, P., Skrjanc, I. & Blazic, S., 2015, Springer Handbook of Computational Intelligence . Kacprzyk, J. & Pedrycz, W. (eds.). Berlin: Springer, Vol. G. p. 1435-1449 15 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  31. Chapter
  32. Published

    Fog Orchestration and Simulation for IoT Services

    Yang, R., Wen, Z., McKee, D., Lin, T., Xu, J. & Garraghan, P., 1/03/2020, Fog and Fogonomics: Challenges and Practices of Fog Computing, Networking, Strategy, and Economics. Yang, Y., Huang, J., Zhang, T. & Weinman, J. (eds.). Wiley, p. 179-212 34 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  33. Published

    Diversity as a Response to User Preference Uncertainty

    Edwards, J. A. & Leslie, D. S., 04/2018, Statistical Data Science. Adams, N. & Cohen, E. (eds.). World Scientific, p. 55-68 14 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  34. Published

    Learning action recognition model from depth and skeleton videos

    Rahmani, H. & Bennamoun, M., 22/12/2017, Proceedings of the IEEE International Conference on Computer Vision. Institute of Electrical and Electronics Engineers Inc., p. 5833-5842 10 p. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2017-October).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  35. Published

    3D action recognition from novel viewpoints

    Rahmani, H. & Mian, A., 27/06/2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 1506-1515 10 p. (2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  36. Published

    Exact methods for multi-objective combinatorial optimisation

    Ehrgott, M., Gandibleux, X. & Przybylski, A., 15/05/2016, Multiple criteria decision analysis: state of the art surveys. Greco, S., Ehrgott, M. & Figueira, J. R. (eds.). 2nd ed. New York: Springer, p. 817-850 34 p. (International Series in Operations Research and Management Science; vol. 233).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  37. Published

    Continuous multiobjective programming

    Wiecek, M. M., Ehrgott, M. & Engau, A., 15/05/2016, Multiple criteria decision analysis : state of the art surveys. Greco, S., Ehrgott, M. & Figueira, J. R. (eds.). 2nd ed. New York: Springer, p. 739-815 77 p. (International Series in Operations Research & Management Science; vol. 233).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  38. Published

    Prediction of the attention area in ambient intelligence tasks

    Shafi, J., Angelov, P. P. & Umair, M., 3/02/2016, Innovative issues in intelligent systems. Sgurev, V., Yager, R., Kacprzyk, J. & Jotsov, V. (eds.). Berlin: Springer, p. 33-56 24 p. (Studies in Computational Intelligence; vol. 623).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  39. Published

    ARTOD: Autonomous Real Time Objects Detection by a moving camera using recursive density estimation

    Sadeghi Tehran, P. & Angelov, P., 28/01/2016, Novel applications of intelligent systems. Hadjiski, M., Kasabov, N., Filev, D. & Jotsov, V. (eds.). Cham: Springer Verlag, p. 123-138 16 p. (Studies in Computational Intelligence; vol. 586).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  40. Published

    Computational tools and methods for corpus compilation and analysis

    Rayson, P. E., 05/2015, The Cambridge Handbook of English corpus linguistics. Biber, D. & Reppen, R. (eds.). Cambridge: Cambridge University Press, p. 32-49 18 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  41. Published

    Watchconnect: a toolkit for prototyping smartwatch-centric cross-device applications

    Houben, S. & Marquardt, N., 18/04/2015, CHI '15 Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems. New York: ACM, p. 1247-1256 10 p. (Conference on Human Factors in Computing Systems - Proceedings; vol. 2015-April).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  42. Published

    Spatializing and analyzing digital texts: Corpora, GIS, and places

    Gregory, I., Cooper, D., Hardie, A. & Rayson, P., 1/01/2015, Deep Maps and Spatial Narratives. Bodenhamer, D. J., Corrigan, J. & Harris, T. M. (eds.). Indiana University Press, p. 150-178 29 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  43. Entry for encyclopedia/dictionary
  44. Published

    Corpus analysis of key words

    Rayson, P., 2019, The Concise Encyclopedia of Applied Linguistics. Chapelle, C. (ed.). Wiley, p. 320-326

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Entry for encyclopedia/dictionary

  45. Conference contribution/Paper
  46. Published

    Towards an Extensible Framework for Understanding Spatial Narratives

    Ezeani, I., Rayson, P., Gregory, I., Haris, E., Cohn, A., Stell, J., Cole, T., Taylor, J., Bodenhamer, D., Devadasan, N., Steiner, E., Frank, Z. & Olson, J., 13/11/2023, GeoHumanities '23: Proceedings of the 7th ACM SIGSPATIAL International Workshop on Geospatial Humanities. New York: ACM, p. 1-10 10 p. (Proceedings of the 7th ACM SIGSPATIAL International Workshop on Geospatial Humanities).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  47. Published

    Integration of Hybrid Offshore Wind and Wave Energy using PMSG and Linear Generators

    Ayub, M. W. & Ma, X., 16/10/2023, ICAC 2023 - 28th International Conference on Automation and Computing. IEEE, p. 1-6 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  48. Published

    FinAraT5: A text to text model for financial Arabic text understanding and generation

    Zmandar, N., El-Haj, M. & Rayson, P., 1/09/2023, Proceedings of the 4th Conference on Language, Data and Knowledge. Carvalho, S., Khan, A. F., Anić, A. O., Spahiu, B., Gracia, J., McCrae, J. P., Gromann, D., Heinisch, B. & Salgado, A. (eds.). Vienna, Austria: NOVA CLUNL, Portugal, p. 262-273 12 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  49. Published

    Water Pressure Optimisation for Leakage Management Using Q Learning

    Negm, A., Ma, X. & Aggidis, G., 2/08/2023, Proceedings - 2023 IEEE Conference on Artificial Intelligence, CAI 2023. IEEE, p. 270-271 2 p. (2023 IEEE Conference on Artificial Intelligence (CAI)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  50. Published

    A Comparative Study of Evaluation Metrics for Long-Document Financial Narrative Summarization with Transformers

    Zmandar, N., El-Haj, M. & Rayson, P., 21/06/2023, Natural Language Processing and Information Systems - 28th International Conference on Applications of Natural Language to Information Systems, NLDB 2023, Proceedings. Métais, E., Meziane, F., Manning, W., Reiff-Marganiec, S. & Sugumaran, V. (eds.). Cham: Springer, p. 391-403 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13913 LNCS).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  51. Published

    Long-Short Term Memory Based TALOS Wave Energy Converter Power Output Prediction with Numerical Modelling

    Wu, Y., Sheng, W., Taylor, C. J., Aggidis, G. & Ma, X., 19/06/2023, The 33rd International Ocean and Polar Engineering Conference, Ottawa, Canada, June 2023: ISOPE 2023. ISOPE, p. 657-662 6 p. ISOPE-I-23-095

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  52. Published

    Medium-Voltage Modular Power Converter for Wave Energy Conversion Systems

    Darwish, A., Ma, X. & Aggidis, G., 19/06/2023, The 33rd International Ocean and Polar Engineering Conference, Ottawa, Canada, June 2023: ISOPE 2023. ISOPE, p. 636-643 6 p. ISOPE-I-23-092

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  53. Published

    Extracting Imprecise Geographical and Temporal References from Journey Narratives

    Ezeani, I., Rayson, P. & Gregory, I., 2/04/2023, Text2Story 2023 Sixth Workshop on Narrative Extraction From Texts: Proceedings of Text2Story — Sixth Workshop on Narrative Extraction From Texts held in conjunction with the 45th European Conference on Information Retrieval (ECIR 2023). CEUR Workshop Proceedings, p. 113-118 5 p. 11. (CEUR Workshop Proceedings; vol. 3370).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  54. Published

    Advanced Machine Learning Approach of Power Flow Optimization in Community Microgrid

    Aldahmashi, J. & Ma, X., 10/10/2022, Proceedings of the 27th International Conference on Automation & Computing (ICAC2022). IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  55. Forthcoming

    User Scheduling in NOMA Random Access Using Contextual Multi-Armed Bandits

    Wang, W., Yu, W., Foh, C. H., Gao, D. & Ni, Q., 19/09/2022, (Accepted/In press) Proceedings of 2022 IEEE Globecom Workshops (GC Wkshps). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  56. Published

    Optimization for Prediction-Driven Cooperative Spectrum Sensing in Cognitive Radio Networks

    Nie, D., Yu, W., Ni, Q. & Pervaiz, H., 11/07/2022, 2022 IEEE International Conference on Communications Workshops (ICC Workshops). IEEE, (IEEE International Conference on Communications Workshops (ICC Workshops)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  57. Published

    CoFiF Plus: A French Financial Narrative Summarisation Corpus

    Zmandar, N., Daudert, T., Ahmadi, S., El-Haj, M. & Rayson, P., 23/06/2022, Language Resources and Evaluation (LREC 2022). Calzolari, N. (ed.). Paris: European Language Resources Association (ELRA), p. 1622-1639 18 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  58. Published

    IgboBERT Models: Building and Training Transformer Models for the Igbo Language

    Chukwuneke, CI., Rayson, P., Ezeani, I. & El-Haj, M., 20/06/2022, LREC 2022 Conference Proceedings. Calzolari, N. (ed.). Paris: European Language Resources Association (ELRA), p. 5114–5122 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  59. Published

    Survey on Thai NLP Language Resources and Tools

    Arreerard, R., Mander, S. & Piao, S., 16/06/2022, Language Resources and Evaluation Conference LREC 2022 Proceedings. Paris: European Language Resources Association (ELRA), p. 6495-6505 11 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  60. Published

    The Financial Narrative Summarisation Shared Task (FNS 2022)

    El-Haj, M., Zmandar, N., Rayson, P., AbuRa'ed, A., Litvak, M., Pittaras, N., Giannakopoulos, G., Kosmopoulos, A., Carbajo-Coronado, B. & Sandoval, A., 15/06/2022, Language Resources and Evaluation (LREC 2022). Calzolari, N. (ed.). Paris: European Language Resources Association (ELRA), p. 52-61 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  61. Published

    Blockchain and Cryptocurrency in Human Computer Interaction: A Systematic Literature Review and Research Agenda

    Fröhlich, M., Waltenberger, F., Trotter, L., Alt, F. & Schmidt, A., 13/06/2022, DIS 2022 - Proceedings of the 2022 ACM Designing Interactive Systems Conference: Digital Wellbeing. ACM, p. 155-177 23 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  62. Published

    Pole assignment control design for time–varying time–delay systems using radial basis functions

    Albrecht, O. & Taylor, C. J., 27/05/2022, 2022 UKACC 13th International Conference on Control (CONTROL). IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  63. Published

    A linear regression variable time delay estimation algorithm for the analysis of hydraulic manipulators

    Albrecht, O. & Taylor, C. J., 27/05/2022, 2022 UKACC 13th International Conference on Control (CONTROL). IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  64. Published

    Efficient Pruning-Split LSTM Machine Learning Algorithm for Terrestrial-Satellite Edge Network

    Zheng, G., Ni, Q., Navaie, K., Pervaiz, H. & Zarakovitis, C., 16/05/2022, 2022 IEEE International Conference on Communications Workshops (ICC Workshops 2022). Institute of Electrical and Electronics Engineers Inc., p. 307-311 5 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  65. Forthcoming

    Trimmer: Cost-Efficient Deep Learning Auto-tuning for Cloud Datacenters

    Borowiec, D., Yeung, G-F., Friday, A., Harper, R. H. R. & Garraghan, P., 11/05/2022, (Accepted/In press) IEEE International Conference on Cloud Computing. CLOUD 22. IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  66. Published

    STGAT-MAD: Spatial-Temporal Graph Attention Network for Multivariate Time Series Anomaly Detection

    Zhan, J., Wang, S., Ma, X., Wu, C., Yang, C., Zeng, D. & Wang, S., 27/04/2022, (ICASSP 2022) 2022 IEEE International Conference on Acoustics, Speech and Signal Processing, May 22-27, 2022, Singapore. IEEE, 5 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  67. Published

    Indolence is fatal: Research Opportunities in Designing Digital Shadows and Twins for Decision Support

    Marquardt, T., Cleophas, C. & Morgan, L., 28/02/2022, WSC '21: Proceedings of the Winter Simulation Conference. IEEE, 11 p. 239. (Proceedings of the Winter Simulation Conference).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  68. Published

    The Multi-Modal Video Reasoning and Analyzing Competition

    Peng, H., Huang, H., Xu, L., Li, T., Liu, J., Rahmani, H., Ke, Q., Guo, Z., Wu, C., Li, R., Ye, M., Wang, J., Zhang, J., Liu, Y., He, T., Zhang, F., Liu, X. & Lin, T., 24/11/2021, 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). IEEE, p. 806-813 8 p. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2021-October).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  69. Published

    Machine Learning for Photovoltaic Systems Condition Monitoring: A Review

    Berghout, T., Benbouzid, M., Ma, X., Durovic, S. & Mouss, L-H., 15/11/2021, IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society. IEEE, 5 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  70. Published

    Robust End-to-End Hand Identification via Holistic Multi-Unit Knuckle Recognition

    Vyas, R., Rahmani, H., Boswell-Challand, R., Angelov, P., Black, S. & Williams, B., 4/08/2021, International Joint Conference on Biometrics (IJCB-2021). Shenzhen, China: IEEE, p. 1-8 8 p. 9484356. (2021 IEEE International Joint Conference on Biometrics, IJCB 2021).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  71. Published

    Big Data Analytics for Electricity Theft Detection in Smart Grids

    Khan, I. U., Javaid, N., Taylor, C. J., Gamage, K. & Ma, X., 29/07/2021, 2021 IEEE Madrid PowerTech - 14th IEEE Power and Energy Society PowerTech Conference. IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  72. Published

    A Matheuristic Approach for Finding Effective Base Locations and Team Configurations for North West Air Ambulance

    Boyacı, B., Nayeem, M. A. & Kheiri, A., 8/07/2021, GECCO '21: Proceedings of the Genetic and Evolutionary Computation Conference Companion. Chicano, F. (ed.). New York: ACM, p. 1817-1824 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  73. Published

    A reinforcement learning hyper-heuristic for water distribution network optimisation

    Ahmed, A. O. M., Osman, S. M. Y., Yousif, T. E. H. & Kheiri, A., 17/05/2021, 2020 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE). IEEE, 4 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  74. Published

    A Right Time to Give: Beyond Saving Time in Automated Conditional Donations

    Bidwell, N. J., Elsden, C., Trotter, L., Hallwright, J., Moore, S., Jeite-Delbridge, K., Harding, M., Shaw, P., Davies, N., Speed, C. & Vines, J., 10/05/2021, CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. New York: ACM, p. 1-20 20 p. 49

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  75. Published

    Unknown and time-varying time delays in the modelling and control of hydraulic actuators: literature review

    Albrecht, O. & Taylor, C. J., 21/01/2021, 2020 Australian and New Zealand Control Conference (ANZCC). IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  76. Published

    A prototype telepresence robot for use in the investigation of ebola and lassa virus threatened villages in Nigeria

    Monk, S., Jorgensen, E., McCulloch, A., Peacock, R., Sangprachatanaruk, I., Azeta, J., Bolu, C. A. & Taylor, C. J., 7/01/2021, Proceedings of the 27th International Conference on Systems Engineering, ICSEng 2020. Selvaraj, H., Chmaj, G. & Zydek, D. (eds.). Springer, p. 34-48 15 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  77. Published

    Smart Donations: Event-Driven Conditional Donations Using Smart Contracts On The Blockchain

    Trotter, L., Harding, M., Shaw, P., Davies, N., Elsden, C., Speed, C., Abadi, A. & Hallwright, J., 4/12/2020, OzChi'20: Proceedings of the 32nd Australian Conference On Human-Computer Interaction. New York: ACM, p. 546-557 12 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  78. Published

    Reduced chatter sliding mode control for hydraulic manipulators based on continuous–time state dependent parameter models

    Nemati, H., Bandala Sanchez, M., Albrecht, O. & Taylor, C. J., 27/11/2020, 4th Australian and New Zealand Control Conference (ANZCC). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  79. Published

    Action conditional recurrent Kalman networks for forward and inverse dynamics learning

    Shaj, V., Becker, P., Buchler, D., Pandya, H., van Duijkeren, N., Taylor, C. J., Hanheide, M. & Neumann, G., 18/11/2020, Proceedings of Machine Learning Research.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  80. Published

    Optimal power flow solution with uncertain RES using augmented grey wolf optimization

    Khan, I. U., Javaid, N., Akurugoda Gamage, K., Taylor, C. J. & Ma, X., 2/11/2020, 2020 IEEE International Conference on Power Systems Technology (POWERCON). IEEE, 6 p. (IEEE International Conference on Power Systems Technology (POWERCON)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  81. Published

    Horus: An Interference-aware Resource Manager for Deep Learning Systems

    Yeung, G., Borowiec, D., Yang, R., Friday, A., Harper, R. H. R. & Garraghan, P., 29/09/2020, Algorithms and Architectures for Parallel Processing. ICA3PP 2020. Qiu, M. (ed.). Springer, p. 492-508 17 p. (Lecture Notes in Computer Science; vol. 12453).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  82. Published

    Big data analytics based short term electricity load forecasting model for residential buildings in smart grids

    Khan, I. U., Javaid, N., Taylor, C. J., Gamage, K. A. A. & Ma, X., 10/08/2020, IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). IEEE, p. 544-549 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  83. Published

    Designing for Conflict: A Design Space for Multi-Viewer Support in Future Display Networks

    Almutairi, A., Davies, N., Mikusz, M., Langheinrich, M. & Clinch, S., 1/06/2020, PerDis '20: Proceedings of the 9TH ACM International Symposium on Pervasive Displays. ACM, p. 47-54 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  84. Published

    Unfinished Business: Construction and Maintenance of a Semantically Tagged Historical Parliamentary Corpus, UK Hansard from 1803 to the present day

    Coole, M., Rayson, P. & Mariani, J., 11/05/2020, Proceedings of the Second ParlaCLARIN Workshop. Fišer, D., Eskevich, M. & de Jong, F. (eds.). Paris: European Language Resources Association (ELRA), p. 23-27 5 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  85. Published

    LexiDB: Patterns & Methods for Corpus Linguistic Database Management

    Coole, M., Rayson, P. & Mariani, J., 11/05/2020, Proceedings of The 12th Language Resources and Evaluation Conference. Paris: European Language Resources Association (ELRA), p. 3128-3135 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  86. Forthcoming

    Towards GPU Utilization Prediction for Cloud Deep Learning

    Yeung, G-F., Borowiec, D., Friday, A., Harper, R. H. R. & Garraghan, P., 1/05/2020, (Accepted/In press) The 12th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud '20). USENIX Association

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  87. Forthcoming

    A cloud gaming framework for dynamic graphical rendering towards achieving distributed game engines

    Bulman, J. & Garraghan, P., 1/05/2020, (Accepted/In press) The 12th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud '20).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  88. Published

    A Mobile Platform for Event-Driven Donations Using Smart Contracts

    Trotter, L., Harding, M., Elsden, C., Davies, N. & Speed, C., 3/03/2020, HotMobile '20: Proceedings of the 21st International Workshop on Mobile Computing Systems and Applications. New York: ACM, 1 p. 108

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  89. Published

    An analytical model of trilateration localization error

    Farooq-I-Azam, M., Ni, Q. & Dong, M., 27/02/2020, 2019 IEEE Global Communications Conference (GLOBECOM). IEEE, p. 1-6 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  90. Published

    Subspace Clustering with Active Learning

    Peng, H. & Pavlidis, N., 24/02/2020, Proceedings of 2019 IEEE International Conference on Big Data. IEEE, 10 p. 9006361

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  91. Published

    Deep learning based pedestrian detection at distance in smart cities

    Dinakaran, R. K., Easom, P., Bouridane, A., Zhang, L., Jiang, R., Mehboob, F. & Rauf, A., 1/01/2020, Intelligent Systems and Applications - Proceedings of the 2019 Intelligent Systems Conference IntelliSys Volume 2. Bi, Y., Bhatia, R. & Kapoor, S. (eds.). Springer-Verlag, p. 588-593 6 p. (Advances in Intelligent Systems and Computing; vol. 1038).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  92. Published

    Weighted Tradeoff between Spectral Efficiency and Energy Efficiency in Energy Harvesting Systems

    Siddiqui, A. M., Musavian, L., Aissa, S. & Ni, Q., 21/11/2019, 2019 IEEE 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC). IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  93. Published

    Eigenvalue analysis and case study examples of fractional order generalised predictive control

    Alarfaj, Y. & Taylor, C. J., 11/11/2019, 25th IEEE International Conference on Automation and Computing (ICAC). IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  94. Published

    Auto-tuning MPI Collective Operations on Large-Scale Parallel Systems

    Zheng, W., Fang, J., Chen, J., Pan, X., Wang, H., Huang, C., Sun, X., Tang, T. & Wang, Z., 3/10/2019, The 21st IEEE International Conference on High Performance Computing and Communications. IEEE, p. 670-677 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  95. Published

    Deep Rule-Based Aerial Scene Classifier using High-Level Ensemble Feature Descriptor

    Gu, X. & Angelov, P. P., 30/09/2019, 2019 International Joint Conference on Neural Networks (IJCNN). IEEE, 7 p. 8851838

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  96. Published

    Actively Semi-Supervised Deep Rule-based Classifier Applied to Adverse Driving Scenarios

    Almeida Soares, E., Angelov, P. P., Costa, B. S. J. & Castro, M., 30/09/2019, 2019 International Joint Conference on Neural Networks (IJCNN). IEEE, p. 1-8 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  97. Published

    Simplified models for heating system optimisation using a thermal-electrical analogy

    Tate, O., Cheneler, D. & Taylor, C. J., 7/09/2019, 25th IEEE International Conference on Automation and Computing (ICAC). IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  98. Published

    General Program Synthesis using Guided Corpus Generation and Automatic Refactoring

    Wild, A. & Porter, B., 31/08/2019, Search-Based Software Engineering: 11th International Symposium, SSBSE 2019, Tallinn, Estonia, August 31 – September 1, 2019, Proceedings. Nejati, S. & Gay, G. (eds.). Cham: Springer-Verlag, p. 89-104 15 p. (Lecture Notes in Computer Science; vol. 11664).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  99. Published

    Data analytics for trajectory selection and preference-model extrapolation in the European airspace

    Lancia, C., De Giovanni, L. & Lulli, G., 30/08/2019, Operations Research Proceedings 2018: Selected Papers of the Annual International Conference of the German Operations Research Society (GOR), Brussels, Belgium, September 12-14, 2018. Fortz, B. & Labbe', M. (eds.). Cham: Springer, p. 563-570 8 p. (Open Research Proceedings).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  100. Published

    Code Synthesis in Self-improving Software Systems

    Rodrigues Filho, R., Wild, A. & Porter, B., 8/08/2019, International Workshop of Self-Improving System Integration. IEEE, p. 4-5 2 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  101. Published

    Emergent Scheduling of Distributed Execution Frameworks

    Dean, P. & Porter, B., 8/08/2019, Doctoral Symposium at the International Conference on Self-Adaptive and Self-Organizing Systems. IEEE, p. 240-242 3 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  102. Published

    Distributed Emergent Software: Assembling, Perceiving and Learning Systems at Scale

    Porter, B. & Rodrigues Filho, R., 1/08/2019, 2019 IEEE 13th International Conference on Self-Adaptive and Self-Organizing Systems (SASO). IEEE, p. 127-136 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  103. Published

    Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs

    Wu, Y., Liu, X., Feng, Y., Wang, Z., Yan, R. & Zhao, D., 31/07/2019, The 28th International Joint Conference on Artificial Intelligence (IJCAI). IJCAI, p. 5278-5284 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  104. Published

    FIESTA: Fast IdEntification of State-of-The-Art models using adaptive bandit algorithms

    Moss, H. B., Moore, A., Leslie, D. S. & Rayson, P., 30/07/2019, Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. Stroudsburg PA: Association for Computational Linguistics, p. 2920-2930 11 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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