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DSI - Foundations

  1. 2019
  2. Published

    The multi-objective Steiner pollution-routing problem on congested urban road networks

    Raeesi, R. & Zografos, K. G., 1/04/2019, In: Transportation Research Part B: Methodological. 122, p. 457-485 29 p.

    Research output: Contribution to journalJournal articlepeer-review

  3. Published

    Diagnosing and correcting the effects of multicollinearity: Bayesian implications of ridge regression

    Assaf, A. G., Tsionas, M. & Tasiopoulos, A., 04/2019, In: Tourism Management. 71, p. 1-8 8 p.

    Research output: Contribution to journalJournal articlepeer-review

  4. Published

    Empirical safety stock estimation based on kernel and GARCH models

    Trapero Arenas, J. R., Cardos, M. & Kourentzes, N., 04/2019, In: Omega: The International Journal of Management Science. 84, p. 199-211 13 p.

    Research output: Contribution to journalJournal articlepeer-review

  5. Published

    Unsupervised Deep Video Hashing via Balanced Code for Large-Scale Video Retrieval

    Wu, G., Han, J., Guo, Y., Liu, L., Ding, G., Ni, Q. & Shao, L., 04/2019, In: IEEE Transactions on Image Processing. 28, 4, p. 1993-2007 15 p.

    Research output: Contribution to journalJournal articlepeer-review

  6. Published

    Cross-temporal coherent forecasts for Australian tourism

    Kourentzes, N. & Athanasopoulos, G., 31/03/2019, In: Annals of Tourism Research. 75, p. 393-409 17 p.

    Research output: Contribution to journalJournal articlepeer-review

  7. Published

    Forecasting occupancy rate with Bayesian compression methods

    Assaf, A. G. & Tsionas, M. G., 31/03/2019, In: Annals of Tourism Research. 75, p. 439-449 11 p.

    Research output: Contribution to journalJournal articlepeer-review

  8. Published

    Measurement of the photon identification efficiencies with the ATLAS detector using LHC Run 2 data collected in 2015 and 2016AU - The ATLAS collaboration

    The ATLAS collaboration, 31/03/2019, In: European Physical Journal D. 79, 3, 41 p., 205.

    Research output: Contribution to journalJournal articlepeer-review

  9. E-pub ahead of print

    Real time fuzzy based traffic flow estimation and analysis

    Abbas, M., Mehboob, F., Khan, S. A., Rauf, A. & Jiang, R., 30/03/2019, New Knowledge in Information Systems and Technologies - Volume 2. Rocha, Á., Costanzo, S., Adeli, H. & Reis, L. P. (eds.). Springer-Verlag, Vol. 2. p. 472-482 11 p. (Advances in Intelligent Systems and Computing; vol. 931).

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

  10. Published
  11. E-pub ahead of print

    Multivariate stochastic volatility with large and moderate shocks

    Izzeldin, M., Tsionas, E. & Michaelides, P. G., 23/03/2019, In: Journal of the Royal Statistical Society: Series A Statistics in Society.

    Research output: Contribution to journalJournal articlepeer-review

  12. Published

    Electron and photon energy calibration with the ATLAS detector using 2015-2016 LHC proton-proton collision data

    Collaboration, ATLAS., Barton, A. E., Bertram, I. A., Borissov, G., Bouhova-Thacker, E. V., Fox, H., Henderson, R. C. W., Jones, R. W. L., Kartvelishvili, V., Long, R. E., Love, P. A., Muenstermann, D., Parker, A. J., Smizanska, M., Tee, A. S., Walder, J., Wharton, A. M. & Whitmore, B. W., 18/03/2019, In: Journal of Instrumentation. 14, 3, 60 p., P03017.

    Research output: Contribution to journalJournal articlepeer-review

  13. Published

    Collaborative Urban Transportation: Recent Advances in Theory and Practice

    Cleophas, C., Cottrill, C., Ehmke, J. F. & Tierney, K., 16/03/2019, In: European Journal of Operational Research. 273, 3, p. 801-816 16 p.

    Research output: Contribution to journalJournal articlepeer-review

  14. Published

    The impact of temporal aggregation on supply chains with ARMA(1,1) demand processes

    Rostami-Tabar, B., Babai, M. Z., Ali, M. & Boylan, J. E., 16/03/2019, In: European Journal of Operational Research. 273, 3, p. 920-932 13 p.

    Research output: Contribution to journalJournal articlepeer-review

  15. Published
  16. Published

    Properties of g→b¯b at small opening angles in pp collisions with the ATLAS detector at √s=13 TeV

    Collaboration, ATLAS., Barton, A. E., Bertram, I. A., Borissov, G., Bouhova-Thacker, E. V., Fox, H., Henderson, R. C. W., Jones, R. W. L., Kartvelishvili, V., Long, R. E., Love, P. A., Muenstermann, D., Parker, A. J., Smizanska, M., Tee, A. S., Walder, J., Wharton, A. M. & Whitmore, B. W., 14/03/2019, In: Physical Review D. 99, 5, 26 p., 052004.

    Research output: Contribution to journalJournal articlepeer-review

  17. Published

    Securely Storing and Sharing Memory Cues in Memory Augmentation Systems: A Practical Approach

    Bexheti, A., Langheinrich, M., Elhart, I. & Davies, N. A. J., 11/03/2019, 2019 IEEE International Conference on Pervasive Computing and Communications (PerCom). IEEE, 10 p.

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

  18. Published

    Measurement of the nuclear modification factor for inclusive jets in Pb plus Pb collisions at root s(NN)=5.02 TeV with the ATLAS detector

    Collaboration, ATLAS., Barton, A. E., Bertram, I. A., Borissov, G., Bouhova -Thacker, E. V., Burke, S., Cao, Y., Catmore, J. R., Dewhurst, A., Fox, H., Grimm, K., Henderson, R. C. W., Hunter, R. F. H., Janssen, J., Jones, R. W. L., Kartvelishvili, V., Kim, Y. K., Long, R. E., Love, P. A., Ma, Y. & 13 others, Meng, X. T., Muenstermann, D., Price, D., Sen, S., Smizanska, M., Solovyev, V., Sopczak, A., Tee, A. S., Walder, J., Wharton, A. M., Whitmore, B. W., Yamazaki, Y. & Ye, S., 10/03/2019, In: Physics Letters B. 790, p. 108-128 21 p.

    Research output: Contribution to journalJournal articlepeer-review

  19. Published

    Search for Higgs boson decays into a pair of light bosons in the bbμμ final state in pp collision at √s=13TeV with the ATLAS detector

    Collaboration, ATLAS., Barton, A. E., Bertram, I. A., Borissov, G., Bouhova -Thacker, E. V., Burke, S., Cao, Y., Catmore, J. R., Dewhurst, A., Fox, H., Grimm, K., Henderson, R. C. W., Hunter, R. F. H., Janssen, J., Jones, R. W. L., Kartvelishvili, V., Kim, Y. K., Long, R. E., Love, P. A., Ma, Y. & 15 others, Meng, X. T., Muenstermann, D., Price, D., Ruan, X., Saito, T., Sen, S., Smizanska, M., Solovyev, V., Sopczak, A., Tee, A. S., Walder, J., Wharton, A. M., Whitmore, B. W., Yamazaki, Y. & Ye, S., 10/03/2019, In: Physics Letters B. 790, p. 1-21 21 p.

    Research output: Contribution to journalJournal articlepeer-review

  20. Published

    Study of the hard double-parton scattering contribution to inclusive four-lepton production in pp collisions at root s=8 TeV with the ATLAS detector

    Collaboration, ATLAS., Barton, A. E., Bertram, I. A., Borissov, G., Bouhova-Thacker, E. V., Henderson, R. C. W., Jones, R. W. L., Kartvelishvili, V., Long, R. E., Love, P. A., Muenstermann, D., Parker, A. J. & Whitmore, B. W., 10/03/2019, In: Physics Letters B. 790, p. 595-614 20 p.

    Research output: Contribution to journalJournal articlepeer-review

  21. Published

    A Reinforcement Learning-based Trust Model for Cluster Size Adjustment Scheme in Distributed Cognitive Radio Networks

    Ling, M. H., Yau, K. A., Qadir, J. & Ni, Q., 1/03/2019, In: IEEE Transactions on Cognitive Communications and Networking. 5, 1, p. 28 - 43 17 p.

    Research output: Contribution to journalJournal articlepeer-review

  22. Published

    A review of ground-based robotic systems for the characterization of nuclear environments

    Tsitsimpelis, I., Taylor, C. J., Lennox, B. & Joyce, M. J., 1/03/2019, In: Progress in Nuclear Energy. 111, p. 109-124 16 p.

    Research output: Contribution to journalJournal articlepeer-review

  23. 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 journalJournal articlepeer-review

  24. 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 journalJournal articlepeer-review

  25. Published

    Capacity Uncertainty in Airline Revenue Management: Models, Algorithms, and Computations

    Busing, C., Kadatz, D. & Cleophas, C., 1/03/2019, In: Transportation Science. 53, 2, p. 383-400 18 p.

    Research output: Contribution to journalJournal articlepeer-review

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

  27. Published

    Incorporating macroeconomic leading indicators in tactical capacity planning

    Sagaert, Y. R., Kourentzes, N., De Vuyst, S., Aghezzaf, E-H. & Desmet, B., 1/03/2019, In: International Journal of Production Economics. 209, p. 12-19 8 p.

    Research output: Contribution to journalJournal articlepeer-review

  28. Published

    Instrumental variable estimation in semi-parametric additive hazards models

    Brueckner, M., Titman, A. C. & Jaki, T. F., 1/03/2019, In: Biometrics. 75, 1, p. 110-120 11 p.

    Research output: Contribution to journalJournal articlepeer-review

  29. Published

    Marketing innovations to old-age consumers: A dynamic Bass model for different life stages

    Pannhorst, M. & Dost, F., 1/03/2019, In: Technological Forecasting and Social Change. 140, p. 315-327 13 p.

    Research output: Contribution to journalJournal articlepeer-review

  30. Published

    Minimum spectral connectivity projection pursuit: Divisive clustering using optimal projections for spectral clustering

    Hofmeyr, D., Pavlidis, N. G. & Eckley, I. A., 1/03/2019, In: Statistics and Computing. 29, 2, p. 391–414 24 p.

    Research output: Contribution to journalJournal articlepeer-review

  31. Published

    Scalable Database Indexing and Fast Image Retrieval Based on Deep Learning and Hierarchically Nested Structure Applied to Remote Sensing and Plant Biology

    Sadeghi-Tehran, P., Angelov, P. P., Virlet, N. & Hawkesford, M., 1/03/2019, In: Journal of Imaging. 5, 3, p. 1-21 21 p., 33.

    Research output: Contribution to journalJournal articlepeer-review

  32. Published

    Search for heavy long-lived multicharged particles in proton-proton collisions at √s=13 TeV using the ATLAS detector

    Collaboration, ATLAS., Barton, A. E., Bertram, I. A., Borissov, G., Bouhova-Thacker, E. V., Fox, H., Henderson, R. C. W., Jones, R. W. L., Kartvelishvili, V., Long, R. E., Love, P. A., Muenstermann, D., Parker, A. J., Smizanska, M., Tee, A. S., Walder, J., Wharton, A. M. & Whitmore, B. W., 1/03/2019, In: Physical Review D. 99, 5, 26 p., 052003.

    Research output: Contribution to journalJournal articlepeer-review

  33. Published

    Seeding as Part of the Marketing Mix: Word-of-Mouth Program Interactions for Fast-Moving Consumer Goods

    Dost, F., Phieler, U., Haenlein, M. & Libai, B., 1/03/2019, In: Journal of Marketing. 83, 2, p. 62-81 10 p.

    Research output: Contribution to journalJournal articlepeer-review

  34. Published

    A strategy for a general search for new phenomena using data-derived signal regions and its application within the ATLAS experiment

    Collaboration, ATLAS., Barton, A. E., Beattie, M. D., Bertram, I. A., Borissov, G., Bouhova-Thacker, E. V., Fox, H., Henderson, R. C. W., Jones, R. W. L., Kartvelishvili, V., Long, R. E., Love, P. A., Muenstermann, D., Skinner, M. B., Smizanska, M., Walder, J., Wharton, A. M. & Whitmore, B. W., 28/02/2019, In: European Physical Journal D. 79, 2, 45 p., 120.

    Research output: Contribution to journalJournal articlepeer-review

  35. Published
  36. Published

    Measurements of W and Z boson production in pp collisions at √s=5.02 TeV with the ATLAS detector

    Collaboration, ATLAS., Barton, A. E., Bertram, I. A., Borissov, G., Bouhova-Thacker, E. V., Fox, H., Henderson, R. C. W., Jones, R. W. L., Kartvelishvili, V., Long, R. E., Love, P. A., Muenstermann, D., Parker, A. J., Smizanska, M., Tee, A. S., Walder, J., Wharton, A. M. & Whitmore, B. W., 28/02/2019, In: European Physical Journal D. 79, 2, 29 p., 128.

    Research output: Contribution to journalJournal articlepeer-review

  37. Published

    Quantifying the association between progression-free survival and overall survival in oncology trials using Kendall's tau.

    Weber, E. & Titman, A. C., 28/02/2019, In: Statistics in Medicine. 38, 5, p. 703-719 17 p.

    Research output: Contribution to journalJournal articlepeer-review

  38. Published

    How best to Design Fuzzy Sets and Systems: In memory of Prof. Lotfi A. Zadeh

    Angelov, P. P., 23/02/2019, Fuzzy Logic and Applications: 12th International Workshop, WILF 2018, Genoa, Italy, September 6–7, 2018, Revised Selected Papers. Fullér, R., Giove, S. & Massulli, F. (eds.). Cham: Springer, p. 236-239 4 p. (Lecture Notes in Artificial Intelligence; vol. 11291).

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

  39. Published

    Demo: Helping to Tackle Social Isolation and Loneliness of Older Adults Using Mobile Applications

    Shaw, P. A., Mikusz, M., Davies, N. A. J., Bull, C. N., Harding, M. P. & Hayes, J. N., 22/02/2019, HotMobile '19 Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications. New York: ACM, p. 185-185 1 p.

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

  40. Published

    IoT Maps: Charting the Internet of Things

    Shaw, P. A., Mikusz, M. A., Nurmi, P. T. & Davies, N. A. J., 22/02/2019, HotMobile 2019 - Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications. New York: ACM, p. 105-110 6 p.

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

  41. Published

    CityFlow: Exploiting Edge Computing for Large Scale Smart City Applications

    Giang, N. K., Leung, V. C. M., Kawano, M., Yonezawa, T., Nakazawa, J., Lea, R. & Broadbent, M., 19/02/2019, 2019 IEEE International Conference on Big Data and Smart Computing, BigComp 2019 - Proceedings. IEEE, 4 p. 8679234

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

  42. Published

    Location Assisted Subcarrier and Power Allocation in Underlay Mobile Cognitive Radio Networks

    Farooq-I-Azam, M., Yu, W., Ni, Q., Dong, M. & Ul Quddus, A., 19/02/2019, 2018 IEEE Globecom Workshops (GC Wkshps). IEEE, 6 p. 8644427

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

  43. Published

    Function Merging by Sequence Alignment

    Rocha, R., Petoumenos, P., Wang, Z., Cole, M. & Leather, H., 16/02/2019, ACM/IEEE International Symposium on Code Generation and Optimization (CGO) 2019. ACM, p. 149-163 15 p.

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

  44. Published

    The Zig-Zag Process and Super-Efficient Sampling for Bayesian Analysis of Big Data

    Bierkens, J., Fearnhead, P. & Roberts, G., 13/02/2019, In: Annals of Statistics. 47, 3, p. 1288-1320 33 p.

    Research output: Contribution to journalJournal articlepeer-review

  45. Published

    Measurement of photon–jet transverse momentum correlations in 5.02 TeV Pb + Pb and pp collisions with ATLAS

    Collaboration, A., Borissov, G., Bouhova-Thacker, E. V., Burke, S., Cao, Y., Catmore, J. R., Dewhurst, A. L., Fox, H., Grimm, K. A. T., Henderson, R. C. W., Hunter, R., Janssen, J-T., Jones, R. W. L., Kartvelishvili, V., Kim, Y., Long, R. E., Love, P. A., Ma, Y., Meng, X., Muenstermann, D. M. A. & 11 others, Price, D., Sen, S., Smizanska, M., Solovyev, V. A., Sopczak, A., Tee, A., Walder, J. W., Wharton, A. M., Whitmore, B., Yamazaki, Y. & Ye, S., 10/02/2019, In: Physics Letters B. 789, p. 167-190 24 p.

    Research output: Contribution to journalJournal articlepeer-review

  46. Published
  47. E-pub ahead of print

    Fast Nonconvex Deconvolution of Calcium Imaging Data

    Jewell, S., Hocking, T. D., Fearnhead, P. & Witten, D., 8/02/2019, In: Biostatistics. 21, 4

    Research output: Contribution to journalJournal articlepeer-review

  48. Published

    Gamma-ray modulation properties of tungsten coded apertures for a novel mixed-field imaging system

    Cieslak, M., Akurugoda Gamage, K., Glover, R. & Taylor, C. J., 8/02/2019, In: Journal of Instrumentation. 14, 15 p., P02007.

    Research output: Contribution to journalJournal articlepeer-review

  49. Unpublished

    Estimating the market potential with pre-release buzz

    Schaer, O., Kourentzes, N. & Fildes, R. A., 3/02/2019, (Unpublished) Department of Management Science, Lancaster University, p. 1-39, 39 p.

    Research output: Working paper

  50. 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 journalJournal articlepeer-review

  51. Published

    Industrial Internet of Things Driven by SDN Platform for Smart Grid Resiliency

    Al-rubaye, S., Kadhum, E., Ni, Q. & Anpalagan, A., 1/02/2019, In: IEEE Internet of Things Journal. 6, 1, p. 267-277 11 p.

    Research output: Contribution to journalJournal articlepeer-review

  52. Published

    Strategy Selection versus Flexibility: Using Eye-trackers to Investigate Strategy Use during Mental Rotation

    Nazareth, A., Killick, R. C., Dick, A. S. & Pruden, S. M., 1/02/2019, In: Journal of Experimental Psychology: Learning, Memory, and Cognition. 45, 2, p. 232-245 14 p.

    Research output: Contribution to journalJournal articlepeer-review

  53. Published

    Unconstraining methods for revenue management systems under small demand

    Kourentzes, N., Dong, L. & Strauss, A., 1/02/2019, In: Journal of Revenue and Pricing Management. 18, 1, p. 27-41 15 p.

    Research output: Contribution to journalJournal articlepeer-review

  54. Published

    Automatically Identifying Code Features for Software Defect Prediction: Using AST N-grams

    Shippey, T., Bowes, D. & Hall, T., 02/2019, In: Information and Software Technology. 106, p. 142-160 19 p.

    Research output: Contribution to journalJournal articlepeer-review

  55. Published

    Cooperative Non-Orthogonal Layered Multicast Multiple Access for Heterogeneous Networks

    Yang, L., Ni, Q., Lv, L., Chen, J., Xue, X., Zhang, H. & Jiang, H., 02/2019, In: IEEE Transactions on Communications. 67, 2, p. 1148 - 1165 18 p.

    Research output: Contribution to journalJournal articlepeer-review

  56. Published

    Coverage and Handoff Analysis of 5G Fractal Small Cell Networks

    Chen, J., Ge, X. & Ni, Q., 02/2019, In: IEEE Transactions on Wireless Communications. 18, 2, p. 1263 - 1276 14 p.

    Research output: Contribution to journalJournal articlepeer-review

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

  58. Published

    Current density in Saturn’s equatorial current sheet: Cassini magnetometer observations

    Martin, C. & Arridge, C. S., 31/01/2019, In: Journal of Geophysical Research: Space Physics. 124, 1, p. 279-292 14 p.

    Research output: Contribution to journalJournal articlepeer-review

  59. Published

    Search for doubly charged scalar bosons decaying into same-sign W boson pairs with the ATLAS detector

    Collaboration, ATLAS., Barton, A. E., Beattie, M. D., Bertram, I. A., Borissov, G., Bouhova-Thacker, E. V., Fox, H., Henderson, R. C. W., Jones, R. W. L., Kartvelishvili, V., Long, R. E., Love, P. A., Muenstermann, D., Parker, A. J., Smizanska, M., Skinner, M. B., Tee, A. S., Walder, J., Wharton, A. M. & Whitmore, B. W., 31/01/2019, In: European Physical Journal D. 79, 1, 30 p., 58.

    Research output: Contribution to journalJournal articlepeer-review

  60. Published

    Search for pair production of Higgs bosons in the bb¯ bb¯ final state using proton-proton collisions at √s=13 TeV with the ATLAS detector

    Collaboration, ATLAS., Barton, A. E., Beattie, M. D., Bertram, I. A., Borissov, G., Bouhova-Thacker, E. V., Fox, H., Henderson, R. C. W., Jones, R. W. L., Kartvelishvili, V., Long, R. E., Love, P. A., Muenstermann, D., Parker, A. J., Skinner, M. B., Smizanska, M., Tee, A. S., Walder, J., Wharton, A. M. & Whitmore, B. W., 31/01/2019, In: Journal of High Energy Physics. 2019, 1, 49 p., 30.

    Research output: Contribution to journalJournal articlepeer-review

  61. Published

    Search for pairs of highly collimated photon-jets in pp collisions at s =13 TeV with the ATLAS detector

    Collaboration, ATLAS., Barton, A. E., Beattie, M. D., Bertram, I. A., Borissov, G., Bouhova-Thacker, E. V., Fox, H., Jones, R. W. L., Kartvelishvili, V., Long, R. E., Love, P. A., Smizanska, M. & Whitmore, B. W., 31/01/2019, In: Physical Review D. 99, 1, 29 p., 012008.

    Research output: Contribution to journalJournal articlepeer-review

  62. Published
  63. Published

    Towards Evolving Cooperative Mapping for Large-Scale UAV Teams

    Shafipour Yourdshahi, E., Angelov, P. P., Soriano Marcolino, L. & Tsianakas, G., 31/01/2019, 2018 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, p. 2262-2269 8 p.

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

  64. Published

    Stochastic Gradient MCMC for Nonlinear State Space Models

    Aicher, C., Putcha, S., Nemeth, C., Fearnhead, P. & Fox, E. B., 29/01/2019, In: arXiv.

    Research output: Contribution to journalJournal articlepeer-review

  65. Published

    Subspace Clustering of Very Sparse High-Dimensional Data

    Peng, H., Pavlidis, N. G., Eckley, I. A. & Tsalamanis, I., 24/01/2019, 2018 IEEE International Conference on Big Data (Big Data). IEEE, p. 3780-3783 4 p.

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

  66. Published

    On lifted cover inequalities: a new lifting procedure with unusual properties

    Letchford, A. N. & Souli, G., 17/01/2019, In: Operations Research Letters. 47, 2, p. 83-88 6 p.

    Research output: Contribution to journalJournal articlepeer-review

  67. Published

    Email fraud: The search for psychological predictors of susceptibility

    Jones, H., Towse, J. N., Race, N. J. P. & Harrison, T., 16/01/2019, In: PLoS ONE. 14, 1, 15 p., e0209684.

    Research output: Contribution to journalJournal articlepeer-review

  68. Published

    On indoor visible light communication systems with spatially random receiver

    Ye, J., Pan, G., Xie, Y., Feng, Q., Ni, Q. & Ding, Z., 15/01/2019, In: Optics Communications. 431, p. 29-38 10 p.

    Research output: Contribution to journalJournal articlepeer-review

  69. Published

    User-Pair Selection in Multiuser Cooperative Networks With an Untrusted Relay

    He, B., Ni, Q., Chen, J., Yang, L. & Lv, L., 15/01/2019, In: IEEE Transactions on Vehicular Technology. 68, 1, p. 869-882 14 p.

    Research output: Contribution to journalJournal articlepeer-review

  70. Published

    KROSS-SAMI: a direct IFS comparison of the Tully–Fisher relation across 8 Gyr since z ≈ 1

    Tiley, A. L., Bureau, M., Cortese, L., Harrison, C. M., Johnson, H. L., Stott, J. P., Swinbank, A. M., Smail, I., Sobral, D., Bunker, A. J., Glazebrook, K., Bower, R. G., Obreschkow, D., Bryant, J. J., Jarvis, M. J., Bland-Hawthorn, J., Magdis, G., Medling, A. M., Sweet, S. M., Tonini, C. & 10 others, Turner, O. J., Sharples, R. M., Croom, S. M., Goodwin, M., Konstantopoulos, I. S., Lorente, N. P. F., Lawrence, J. S., Mould, J., Owers, M. S. & Richards, S. N., 11/01/2019, In: Monthly Notices of the Royal Astronomical Society. 482, 2, p. 2166–2188 23 p.

    Research output: Contribution to journalJournal articlepeer-review

  71. Published
  72. Published

    Search for light resonances decaying to boosted quark pairs and produced in association with a photon or a jet in proton–proton collisions at √s=13TeV with the ATLAS detector

    Collaboration, ATLAS., Beattie, M. D., Bertram, I. A., Borissov, G., Bouhova -Thacker, E. V., Burke, S., Catmore, J. R., Cheatham, S., Dewhurst, A., Fox, H., Grimm, K., Henderson, R. C. W., Hunter, R. F. H., Janssen, J., Jones, R. W. L., Kartvelishvili, V., Kim, H. Y., Kim, Y. K., Long, R. E., Love, P. A. & 12 others, Ma, Y., Meng, X. T., Muenstermann, D., Price, D., Smizanska, M., Solovyev, V., Sopczak, A., Walder, J., Wharton, A. M., Whitmore, B. W., Yamazaki, Y. & Ye, S., 10/01/2019, In: Physics Letters B. 788, p. 316-335 20 p.

    Research output: Contribution to journalJournal articlepeer-review

  73. Published

    Search for vector-boson resonances decaying to a top quark and bottom quark in the lepton plus jets final state in pp collisions at s=13 TeV with the ATLAS detector

    The ATLAS collaboration, 10/01/2019, In: Physics Letters B. 788, p. 347-370 24 p.

    Research output: Contribution to journalJournal articlepeer-review

  74. Published

    Search for long-lived particles in final states with displaced dimuon vertices in pp collisions at √s=13 TeV with the ATLAS detector

    The ATLAS collaboration, Beattie, M. & Skinner, M., 3/01/2019, In: Physical Review D. 99, 1, 32 p., 012001.

    Research output: Contribution to journalJournal articlepeer-review

  75. Published

    Most recent changepoint detection in Panel data

    Bardwell, L., Fearnhead, P. N., Eckley, I. A., Smith, S. & Spott, M., 2/01/2019, In: Technometrics. 61, 1, p. 88-98 11 p.

    Research output: Contribution to journalJournal articlepeer-review

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

  77. Published

    Face Symmetry Analysis Using a Unified Multi-task CNN for Medical Applications

    Storey, G. & Jiang, R., 1/01/2019, IntelliSys 2018: Intelligent Systems and Applications: Proceedings of SAI Intelligent Systems Conference. Arai, K., Kapoor, S. & Bhatia, R. (eds.). Cham: Springer, p. 451-463 13 p. Chapter 36. (Intelligent Systems and Applications; vol. 869).

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

  78. Published

    Measuring comparative advantages in the Euro Area

    Konstantakopoulou, I. & Tsionas, M. G., 1/01/2019, In: Economic Modelling. 76, p. 260-269 10 p.

    Research output: Contribution to journalJournal articlepeer-review

  79. Published

    Preface

    Angelov, P. P. & Gu, X., 1/01/2019, Empirical Approach to Machine Learning. Cham: Springer, p. xv-xviii 4 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNOther chapter contribution

  80. Published

    Straggler root-cause and impact analysis for massive-scale virtualized cloud datacenters

    Garraghan, P., Ouyang, X., Yang, R., McKee, D. & Xu, J., 1/01/2019, In: IEEE Transactions on Services Computing. 12, 1, p. 91-104 14 p.

    Research output: Contribution to journalJournal articlepeer-review

  81. Published

    The capacitated vehicle routing problem: stronger bounds in pseudo-polynomial time

    Letchford, A. N. & Salazar Gonzalez, J. J., 1/01/2019, In: European Journal of Operational Research. 272, 1, p. 24–31 8 p.

    Research output: Contribution to journalJournal articlepeer-review

  82. Published

    Bayesian emulation and calibration of an individual-based model of microbial communities

    Oyebamiji, O. K., Wilkinson, D., Li, B., Jayathilake, P. G., Zuliani, P. & Curtis, T., 01/2019, In: Journal of Computational Science. 30, p. 194-208 15 p.

    Research output: Contribution to journalJournal articlepeer-review

  83. Published

    Demand forecasting with user-generated online information

    Schaer, O., Kourentzes, N. & Fildes, R. A., 01/2019, In: International Journal of Forecasting. 35, 1, p. 197-212 16 p.

    Research output: Contribution to journalJournal articlepeer-review

  84. Published

    Efficient, Secure and Privacy-Preserving PMIPv6 Protocol for V2G Networks

    Hashem Eiza, M., Shi, Q., Marnerides, A., Owens, T. & Ni, Q., 01/2019, In: IEEE Transactions on Vehicular Technology. 68, 1, p. 19-33 15 p.

    Research output: Contribution to journalJournal articlepeer-review

  85. Published
  86. Published

    Find Me A Safe Zone: A Countermeasure for Channel State Information Based Attacks

    Zhang, J., Tang, Z., Li, M., Fang, D., Chen, X. & Wang, Z., 01/2019, In: Computers and Security. 80, p. 273-290 18 p.

    Research output: Contribution to journalJournal articlepeer-review

  87. Published

    Modeling and Analysis of Point-to-Multipoint Millimeter-Wave Backhaul Networks

    Shi, J., Lv, L., Ni, Q., Pervaiz, H. & Paoloni, C., 01/2019, In: IEEE Transactions on Wireless Communications. 18, 1, p. 268-285 18 p.

    Research output: Contribution to journalJournal articlepeer-review

  88. Published

    Modeling asymmetric price transmission in the European food market

    Rezitis, A. N. & Tsionas, M., 01/2019, In: Economic Modelling. 76, p. 216-230 15 p.

    Research output: Contribution to journalJournal articlepeer-review

  89. Published

    Non-parametric regression for hypothesis testing in hospitality and tourism research

    Assaf, A. G. & Tsionas, M., 01/2019, In: International Journal of Hospitality Management. 76, Part A, p. 43-47 5 p.

    Research output: Contribution to journalJournal articlepeer-review

  90. Published

    Perspectives on supply chain forecasting: Special Section: Supply Chain Forecasting

    Boone, T., Boylan, J. E., Fildes, R., Ganeshan, R. & Sanders, N., 01/2019, In: International Journal of Forecasting. 35, 1, p. 121-127 7 p.

    Research output: Contribution to journalEditorialpeer-review

  91. Published

    Producing Policy-relevant Science by Enhancing Robustness and Model Integration for the Assessment of Global Environmental Change

    Warren, R. F., Edwards, N. R., Barbonneau, F., Bacon, P. M., Dietrich, J. P., Ford, R. W., Garthwaite, P., Gerten, D., Goswami, S., Haurie, A., Hiscock, K., Holden, P., Hyde, M. R., Joshi, S. R., Kanudia, A., Labriet, M., Liembach, M., Oyebamiji, O. K., Osborn, T., Pizzileo, B. & 7 others, Popp, A., Price, J., Riley, G., Schaphoff, S., Slavin, P., Vielle, M. & Wallace, C., 01/2019, In: Environmental Modelling and Software. 111, p. 248-258 11 p.

    Research output: Contribution to journalJournal articlepeer-review

  92. Published

    Quantile forecast optimal combination to enhance safety stock estimation

    Trapero Arenas, J. R., Cardos, M. & Kourentzes, N., 01/2019, In: International Journal of Forecasting. 35, 1, p. 239-250 12 p.

    Research output: Contribution to journalJournal articlepeer-review

  93. 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

  94. 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

  95. 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

  96. 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

  97. 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

  98. 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

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

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

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

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