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  1. Published

    A cascade of deep learning fuzzy rule-based image classifier and SVM

    Angelov, P. P. & Gu, X., 5/10/2017, Systems, Man, and Cybernetics (SMC), 2017 IEEE International Conference on: Human Intelligence for Systems and Cybernetics. IEEE, p. 746-751 6 p.

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

  2. Published

    Deep rule-based classifier with human-level performance and characteristics

    Angelov, P. P. & Gu, X., 10/2018, In: Information Sciences. 463-464, p. 196-213 18 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. Published

    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, Popayan, Colombia)

    Angelov, P. P. (ed.), Iglesias, J. A. (ed.) & Carlos Corrales, J. (ed.), 17/12/2017, 1st ed. Cham: Springer. 265 p. (Advances in Intelligent Systems and Computing; vol. 687)

    Research output: Book/Report/Proceedings › Book

  4. Published

    The 16th Annual UK Workshop on Computational Intelligence PREFACE

    Angelov, P., Shang, C. & Chao, F., 05/2018, In: Soft Computing. 22, 10, p. 3123-3124 2 p.

    Research output: Contribution to Journal/Magazine › Editorial › peer-review

  5. Published

    Special issue of Big Data Research Journal on "Big Data and Neural Networks"

    Angelov, P., Manolopoulos, Y. & Papadopoulos, A., 03/2018, In: Big data research. 11, p. III-IV 2 p.

    Research output: Contribution to Journal/Magazine › Editorial › peer-review

  6. Published

    Towards Anthropomorphic Machine Learning

    Angelov, P. P. & Gu, X., 09/2018, In: IEEE Computer. 51, 9, p. 18-27 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    Empirical Approach to Machine Learning

    Angelov, P. P. & Gu, X., 2019, Cham: Springer. 437 p. (Studies in Computational Intelligence; vol. 800)

    Research output: Book/Report/Proceedings › Book

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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/ISSN › Conference contribution/Paper › peer-review

  24. Published

    Challenges in deep learning

    Angelov, P. & Sperduti, A., 27/04/2016, ESANN 2016 - 24th European Symposium on Artificial Neural Networks. i6doc.com publication, p. 489-496 8 p. (ESANN 2016 - 24th European Symposium on Artificial Neural Networks).

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

  25. Published

    Preface

    Angelov, P., Gegov, A., Jayne, C. & Shen, Q., 1/01/2017, Advances in Computational Intelligence Systems: Contributions Presented at the 16th UK Workshop on Computational Intelligence, September 7–9, 2016, Lancaster, UK. Angelov, P., Gegov, A., Jayne, C. & Shen, Q. (eds.). Springer, p. v-vi 2 p. (Advances in Intelligent Systems and Computing; vol. 513).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Other chapter contribution

  26. 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/ISSN › Other chapter contribution

  27. Published

    Understanding corpus text prototypicality: A multifaceted problem

    Anthony, L., Smith, N., Hoffmann, S. & Rayson, P., 18/05/2023.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  28. Published

    A general purpose intelligent surveillance system for mobile devices using deep learning

    Antoniou, A. & Angelov, P. P., 24/07/2016, 2016 International Joint Conference on Neural Networks (IJCNN). Vancouver Canada: IEEE, p. 2879-2886 8 p. (Neural Networks (IJCNN), 2016 International Joint Conference on).

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

  29. Published

    Bang: a system for training and visualization in multi-agent team formation

    Antunes Silva, S., Renato Dias, S. & Soriano Marcolino, L., 8/05/2017, AAMAS '17 Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems São Paulo, Brazil — May 08 - 12, 2017 . Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems, p. 1781-1783 3 p.

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

  30. Published

    Guidelines for normalising early modern English corpora: decisions and justifications

    Archer, D., Kytö, M., Baron, A. & Rayson, P. E., 1/03/2015, In: ICAME Journal. 39, 1, p. 5-24 20 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  31. 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

  32. Published

    Sources of local time asymmetries in magnetodiscs

    Arridge, C. S., Kane, M., Sergis, N., Khurana, K. K. & Jackman, C. M., 04/2015, In: Space Science Reviews. 187, 1-4, p. 301-333 33 p.

    Research output: Contribution to Journal/Magazine › Literature review › peer-review

  33. Published

    Cassini in situ observations of long-duration magnetic reconnection in Saturn’s magnetotail

    Arridge, C. S., Eastwood, J. P., Jackman, C. M., Poh, G-K., Slavin, J. A., Thomsen, M. F., André, N., Jia, X., Kidder, A., Lamy, L., Radioti, A., Reisenfeld, D., Sergis, N., Volwerk, M., Walsh, A. P., Zarka, P., Coates, A. J. & Dougherty, M. K., 03/2016, In: Nature Physics. 12, 3, p. 268-271 4 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  34. Published

    Cassini observations of Saturn’s southern polar cusp

    Arridge, C. S., Jasinski, J. M., Achilleos, N., Bogdanova, Y. V., Bunce, E. J., Cowley, S. W. H., Fazakerley, A. N., Khurana, K. K., Lamy, L., Leisner, J. S., Roussos, E., Russell, C. T., Zarka, P., Coates, A. J., Dougherty, M. K., Jones, G. H., Krimigis, S. M. & Krupp, N., 04/2016, In: Journal of Geophysical Research: Space Physics. 121, 4, p. 3006-3030 25 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  35. Published

    Ikuchi: 3D Views of Solar System Magnetospheres (Version v0.6b.1)

    Arridge, C. & Wiggs, J., 19/09/2019

    Research output: Exhibits, objects and web-based outputs › Software

  36. Published

    Floating band D2D: exploring and exploiting the potentials of adaptive D2D-enabled networks

    Asadi, A., Mancuso, V. & Jacko, P., 14/06/2015, World of Wireless, Mobile and Multimedia Networks (WoWMoM), 2015 IEEE 16th International Symposium on a. Bononi, L., Noubir, G. & Manfredi, V. (eds.). IEEE, p. 1-9 9 p.

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

  37. Published

    Unobserved heterogeneity in hospitality and tourism research

    Assaf, A. G., Oh, H. & Tsionas, E., 07/2016, In: Journal of Travel Research. 55, 6, p. 774-788 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  38. Published

    Incorporating destination quality into the measurement of tourism performance: a Bayesian approach

    Assaf, A. G. & Tsionas, E., 08/2015, In: Tourism Management. 49, p. 58-71 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  39. Published

    The time has come: Toward Bayesian SEM estimation in tourism research

    Assaf, A. G., Tsionas, M. & Oh, H., 02/2018, In: Tourism Management. 64, p. 98-109 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  40. Published

    The estimation and decomposition of tourism productivity

    Assaf, A. G. & Tsionas, M., 04/2018, In: Tourism Management. 65, p. 131-142 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  41. Published

    Changing The Basics: Toward More Use of Quantile Regressions in Hospitality and Tourism Research

    Assaf, A. G. & Tsionas, M., 06/2018, In: International Journal of Hospitality Management. 72, p. 140-144 5 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  42. 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 Journal/Magazine › Journal article › peer-review

  43. Published

    Measuring hotel performance: Toward more rigorous evidence in both scope and methods

    Assaf, A. G. & Tsionas, M., 12/2018, In: Tourism Management. 69, p. 69-87 19 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  44. E-pub ahead of print

    On proper specification in tourism research

    Assaf, A. G. & Tsionas, M. G., 1/12/2018, (E-pub ahead of print) In: Annals of Tourism Research. 77, p. 148-153 6 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  45. 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 Journal/Magazine › Journal article › peer-review

  46. 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 Journal/Magazine › Journal article › peer-review

  47. E-pub ahead of print

    Critical reflection of the tourism literature on performance modeling

    Assaf, A. G. & Tsionas, M., 30/06/2024, In: Tourism Management. 102, 104892.

    Research output: Contribution to Journal/Magazine › Review article › peer-review

  48. Published

    Combining Monte-Carlo and hyper-heuristic methods for the multi-mode resource-constrained multi-project scheduling problem

    Asta, S., Karapetyan, D., Kheiri, A., Özcan, E. & Parkes, A. J., 10/12/2016, In: Information Sciences. 373, p. 476-498 23 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  49. Published

    A State Transition MIP Formulation for the Unit Commitment Problem

    Atakan, S., Lulli, G. & Sen, S., 01/2018, In: IEEE Transactions on Power Systems. 33, 1, p. 736-748 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  50. Unpublished

    Forecasting with Temporal Hierarchies

    Athanasopoulos, G., Hyndman, R. J., Kourentzes, N. & Petropoulos, F., 2015, (Unpublished) Lancaster: Department of Management Science, Lancaster University, 26 p.

    Research output: Working paper

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