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DSI - Foundations

  1. Published

    Approximations of the Restless Bandit Problem

    Grunewalder, S. & Khaleghi, A., 1/02/2019, In: Journal of Machine Learning Research. 20, 14, p. 1-37 37 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  2. Published

    Approximation methods for large-scale spatial queueing systems

    Boyaci, B. & Geroliminis, N., 1/04/2015, In: Transportation Research Part B: Methodological. 74, p. 151-181 31 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. Published

    Approximate dynamic programming algorithms for multidimensional flexible production-inventory problems

    Cimen, M. & Kirkbride, C., 04/2017, In: International Journal of Production Research. 55, 7, p. 2034-2050 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. 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/ISSNChapter (peer-reviewed)peer-review

  5. 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/ISSNChapter (peer-reviewed)peer-review

  6. 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/ISSNChapter (peer-reviewed)peer-review

  7. 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/ISSNChapter (peer-reviewed)peer-review

  8. 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/ISSNChapter (peer-reviewed)peer-review

  9. Published

    Application of reinforcement learning for security enhancement in cognitive radio networks

    Ling, M. H., Yau, K. A., Qadir, J., Poh, G. S. & Ni, Q., 12/2015, In: Applied Soft Computing. 37, p. 809-829 21 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. Published

    Application of non-orthogonal multiple access in cooperative spectrum-sharing networks over Nakagami-m fading channels

    Lv, L., Ni, Q., Ding, Z. & Chen, J., 06/2017, In: IEEE Transactions on Vehicular Technology. 66, 6, p. 5506-5511 6 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  11. Published

    AppIS: Protect Android Apps Against Runtime Repackaging Attacks

    Song, L., Tang, Z., Li, Z., Gong, X., Chen, X., Fang, D. & Wang, Z., 17/12/2017, 2017 IEEE 23rd International Conference on Parallel and Distributed Systems (ICPADS). IEEE, p. 25-32 8 p. (2017 IEEE 23rd International Conference on Parallel and Distributed Systems (ICPADS)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  12. Published

    AoI-Minimal Trajectory Planning and Data Collection in UAV-Assisted Wireless Powered IoT Networks

    Hu, H., Xiong, K., Qu, G., Ni, Q., Fan, P. & Letaief, K. B., 15/01/2021, In: IEEE Internet of Things Journal. 8, 2, p. 1211-1223 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  13. E-pub ahead of print

    AoI-minimal Power Adjustment in RF-EH-powered Industrial IoT Networks: A Soft Actor-Critic-Based Method

    Ge, Y., Xiong, K., Wang, Q., Ni, Q., Fan, P. & Letaief, K. B., 5/02/2024, (E-pub ahead of print) In: IEEE Transactions on Mobile Computing. 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  14. Published

    AoI-Minimal Online Scheduling for Wireless Powered IoT: A Lyapunov Optimization-based Approach

    Hu, H., Xiong, K., Yang, H-C., Ni, Q., Gao, B., Fan, P. & Letaief, K. B., 1/12/2023, In: IEEE Transactions on Green Communications and Networking. 7, 4, p. 2081-2092

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  15. Published

    Anti-Intelligent UAV Jamming Strategy via Deep Q-Networks

    Gao, N., Qin, Z., Jing, X. & Ni, Q., 20/05/2019, 2019 IEEE International Conference on Communications, ICC 2019 - Proceedings. IEEE, 6 p. 8762016. (IEEE International Conference on Communications; vol. 2019-May).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  16. Published

    Anti-Intelligent UAV Jamming Strategy via Deep Q-Networks

    Gao, N., Qin, Z., Jing, X., Ni, Q. & Jin, S., 1/01/2020, In: IEEE Transactions on Communications. 68, 1, p. 569-581 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  17. Published

    Another look at forecast selection and combination: evidence from forecast pooling

    Kourentzes, N., Barrow, D. K. & Petropoulos, F., 1/03/2019, In: International Journal of Production Economics. 209, p. 226-235 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  18. Published

    Another look at estimators for intermittent demand

    Petropoulos, F., Kourentzes, N. & Nikolopoulos, K., 11/2016, In: International Journal of Production Economics. 181 , Part A, p. 154-161 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  19. Published

    anomaly: An R package for detecting anomalies in data.

    Fisch, A., Grose, D., Eckley, I. & Fearnhead, P., 21/09/2018

    Research output: Exhibits, objects and web-based outputsSoftware

  20. 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/ISSNChapter (peer-reviewed)peer-review

  21. Published

    Anomalous behaviour detection based on heterogeneous data and data fusion

    Mohd Ali, A. & Angelov, P., 05/2018, In: Soft Computing. 22, 10, p. 3187-3201 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  22. Published

    Angular momentum evolution of galaxies over the past 10 Gyr: a MUSE and KMOS dynamical survey of 400 star-forming galaxies from z=0.3 to 1.7

    Swinbank, M., Harrison, C., Trayford, J., Schaller, M., Smail, I., Schaye, J., Theuns, T., Smit, R., Alexander, D., Bacon, R., Bower, R., Contini, T., Crain, R., Breuck, C. D., Decarli, R., Epinat, B., Fumagalli, M., Furlong, M., Galametz, A., Johnson, H., & 6 othersLagos, C., Richard, J., Vernet, J., Sharples, R., Sobral, D. & Stott, J., 06/2017, In: Monthly Notices of the Royal Astronomical Society. 467, 3, p. 3140-3159 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  23. Published

    Angular analysis of Bd0→K∗μ+μ− decays in pp collisions at √s=8 TeV with the ATLAS detector

    The ATLAS collaboration, 8/10/2018, In: Journal of High Energy Physics. 2018, 10, 47 p., 47.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  24. Published

    Analysis of the Wtb vertex from the measurement of triple-differential angular decay rates of single top quarks produced in the t-channel at √s=8 TeV with the ATLAS detector

    The ATLAS collaboration, 4/12/2017, In: Journal of High Energy Physics. 12, 60 p., 17.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  25. Published

    Analysis of Non-Stationary Modulated Time Series with Applications to Oceanographic Surface Flow Measurements

    Guillaumin, A. P., Sykulski, A. M., Olhede, S. C., Early, J. J. & Lilly, J. M., 09/2017, In: Journal of Time Series Analysis. 38, 5, p. 668-710 43 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  26. Published

    Analysis of events with b-jets and a pair of leptons of the same charge in pp collisions at √s = 8 TeV with the ATLAS detector

    The ATLAS collaboration, 10/2015, In: Journal of High Energy Physics. 10, 51 p., 150.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  27. Published

    Analysis of adaptation law of the robust evolving cloud-based controller

    Andonovski, G., Blazic, S., Angelov, P. P. & Skrjanc, I., 3/12/2015, Proceedings 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS). IEEE, p. 1-7 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  28. Published

    Analysis of a coronal mass ejection and corotating interaction region as they travel from the Sun passing Venus, Earth, Mars, and Saturn

    Prise, A. J., Harra, L. K., Matthews, S. A., Arridge, C. S. & Achilleos, N., 03/2015, In: Journal of Geophysical Research: Space Physics. 120, 3, p. 1566-1588 23 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  29. Published

    Analysis and recommendations for standardisation in penetration testing and vulnerability assessment: penetration testing market survey

    Knowles, W., Baron, A. & McGarr, T., 26/05/2015, London: BSI. 20 p.

    Research output: Book/Report/ProceedingsCommissioned report

  30. Published

    Analysis and Classification of Shape-Changing Interfaces for Design and Application-based Research

    Sturdee, M. & Alexander, J., 3/01/2018, In: ACM Computing Surveys. 51, 1, p. 2:1-2:32 32 p., 2.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  31. 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/ISSNChapter (peer-reviewed)peer-review

  32. Published

    Analysing Emotions in Cancer Narratives: A Corpus-Driven Approach

    Lal, D. M., Rayson, P., Payne, S. A. & Liu, Y., 1/05/2024, Proceedings of the First Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC-COLING 2024. Demner-Fushman, D., Ananiadou, S., Thompson, P. & Ondov, B. (eds.). Torino, Italia: ELRA and ICCL, p. 73-83 11 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  33. Published

    Analysing and visualising free-text comments: a corpus-based toolkit

    Knight, D., Rayson, P., Khallaf, N., Morris, S., El-Haj, M. & Ezeani, I., 5/07/2023.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  34. Published

    An Updated Literature Review of Distance Correlation and Its Applications to Time Series

    Edelmann, D., Fokianos, K. & Pitsillou, M., 1/08/2019, In: International Statistical Review. 87, 2, p. 237-262 26 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  35. Published

    An overview on fault diagnosis and nature-inspired optimal control of industrial process applications

    Precup, R-E., Angelov, P., Jales Costa, B. S. & Sayed-Mouchaweh, M., 12/2015, In: Computers in Industry. 74, p. 75-94 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  36. Published

    An optimization-simulation framework for vehicle and personnel relocations of one-way electric carsharing systems with reservations

    Boyacı, B., Zografos, K. G. & Geroliminis, N., 10/01/2016. 20 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  37. Published

    An optimization model for assigning 4D-trajectories to flights under the TBO concept

    Djeumou Fomeni, F., Lulli, G. & Zografos, K. G., 28/06/2017, p. 1-10. 10 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  38. Published

    An optimization framework for the development of efficient one-way car-sharing systems

    Boyaci, B., Zografos, K. & Geroliminis, N., 1/02/2015, In: European Journal of Operational Research. 240, 3, p. 718-733 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  39. Published

    An Optimisation Framework for Airline Fleet Maintenance Scheduling with Tail Assignment Considerations

    Torres Sanchez, D., Boyacı, B. & Zografos, K. G., 31/03/2020, In: Transportation Research Part B: Methodological. 133, p. 142-164 23 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  40. Published

    An optimisation framework for airline fleet maintenance scheduling and tail assignment

    Torres Sanchez, D., Boyacı, B. & Zografos, K. G., 25/04/2019.

    Research output: Contribution to conference - Without ISBN/ISSN Abstract

  41. Published

    An offloading method using decentralized P2P-enabled mobile edge servers in edge computing

    Tang, W., Zhao, X., Rafique, W., Qi, L., Dou, W. & Ni, Q., 1/03/2019, In: Journal of Systems Architecture. 94, p. 1-13 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  42. Published

    An iterated multi-stage selection hyper-heuristic

    Kheiri, A. & Özcan, E., 1/04/2016, In: European Journal of Operational Research. 250, 1, p. 77-90 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  43. Published

    An isolated, bright cusp aurora at Saturn

    Kinrade, J., Badman, S. V., Bunce, E. J., Tao, C., Provan, G., Cowley, S. W. H., Grocott, A., Gray, R., Grodent, D. C., Kimura, T., Nichols, J. D., Arridge, C. S., Radioti, A., Clarke, J. T., Crary, F. J., Pryor, W. R., Melin, H., Baines, K. H. & Dougherty, M. K., 06/2017, In: Journal of Geophysical Research: Space Physics. 122, 6, p. 6121-6138 18 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  44. Published

    An investigation of the very rare K+ to π+ νν- decay

    NA62 Collaboration, Carmignani, J., Jones, R. W. L., Ruggiero, G. & Dainton, J., 10/11/2020, In: Journal of High Energy Physics. 2020, 57 p., 42.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  45. Published

    An internally consistent approach to the estimation of market power and cost efficiency with an application to U.S. banking

    Tsionas, E. G., Malikov, E. & Kumbhakar, S. C., 16/10/2018, In: European Journal of Operational Research. 270, 2, p. 747-760 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  46. Published

    An integrated optimization-simulation framework for vehicle and personnel relocations of electric carsharing systems with reservations

    Boyaci, B., Zografos, K. G. & Geroliminis, N., 01/2017, In: Transportation Research Part B: Methodological. 95, p. 214-237 24 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  47. Published

    An integrated optimization-simulation framework for vehicle and personnel relocations of electric car-sharing systems

    Boyacı, B., Zografos, K. G. & Geroliminis, N., 31/05/2015. 4 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  48. Published

    An integrated modelling approach for the bicriterion vehicle routing and scheduling problem with environmental considerations

    Androutsopoulos, K. N. & Zografos, K. G., 09/2017, In: Transportation Research Part C: Emerging Technologies. 82, p. 180-209 30 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  49. Published

    An integrated data-driven model-based approach to condition monitoring of the wind turbine gearbox

    Qian, P., Ma, X. & Cross, P., 12/07/2017, In: IET Renewable Power Generation. 11, 9, p. 1177-1185 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  50. E-pub ahead of print

    An information-theoretic Phase I/II design for molecularly targeted agents that does not require an assumption of monotonicity

    Mozgunov, P. & Jaki, T. F., 15/06/2018, (E-pub ahead of print) In: Journal of the Royal Statistical Society: Series C (Applied Statistics). 68, 2, p. 347-367 21 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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