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  1. 2017
  2. Published

    MJRyder.net Research Blogs (series)

    Ryder, M., 17/02/2017

    Research output: Exhibits, objects and web-based outputsBlog

  3. Published

    ‘They took our jobs!’: AI, robots and the future jobs market

    Ryder, M., 11/09/2017

    Research output: Exhibits, objects and web-based outputsBlog

  4. 2018
  5. Published

    Cars, guns and inevitable automation

    Ryder, M., 4/04/2018

    Research output: Exhibits, objects and web-based outputsBlog

  6. Published

    Ethics, killing, and the Moral Machine

    Ryder, M., 10/12/2018

    Research output: Exhibits, objects and web-based outputsBlog

  7. 2019
  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/ISSNChapter (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/ISSNChapter (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/ISSNChapter (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/ISSNChapter (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/ISSNChapter (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/ISSNChapter (peer-reviewed)peer-review

  14. 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

  15. 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

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

  18. 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/ProceedingsBook

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

  21. Published
  22. 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/ISSNChapter (peer-reviewed)peer-review

  23. Unpublished

    Regulating the Frontiers of Hybrid-Warfare: The International Law on Foreign State Cyber Operations Targeting Democracy

    Wheatley, S., 2019.

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

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

  25. 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

  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/ISSNOther chapter contribution

  27. Published

    The Idea of International Human Rights Law

    Wheatley, S. M., 31/01/2019, Oxford: Oxford University Press. 220 p.

    Research output: Book/Report/ProceedingsBook

  28. 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

  29. 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 Journal/MagazineJournal articlepeer-review

  30. Published

    In The Zone podcast (series)

    Ryder, M. (Speaker) & Hughes, J. (Speaker), 12/02/2019

    Research output: Exhibits, objects and web-based outputsDigital or Visual Products

  31. 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

  32. Published

    Editorial special issue on assumptions about the concept of childhood and the roles of children in design

    Bekker, T., Barendregt, W., Skovbjerg, H. M., Landoni, M., Nicol, E. & Rubegni, E., 1/03/2019, In: International Journal of Child-Computer Interaction. 19, p. 89-92 4 p.

    Research output: Contribution to Journal/MagazineEditorialpeer-review

  33. 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 Journal/MagazineJournal articlepeer-review

  34. Published

    Killer robots already exist, and they’ve been here a very long time…

    Ryder, M., 19/03/2019

    Research output: Exhibits, objects and web-based outputsBlog

  35. Published

    Killer robots already exist, and they’ve been here a very long time

    Ryder, M., 27/03/2019

    Research output: Exhibits, objects and web-based outputsBlog

  36. Published

    A Distance-Type-Insensitive Clustering Approach

    Gu, X., Angelov, P. P. & Zhao, Z., 1/04/2019, In: Applied Soft Computing. 77, p. 622-634 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  37. Published

    Self-boosting first-order autonomous learning neuro-fuzzy systems

    Gu, X. & Angelov, P. P., 1/04/2019, In: Applied Soft Computing. 77, p. 118-134 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  38. Published

    A Semi-Supervised Deep Rule-Based Approach for Remote Sensing Scene Classication

    Gu, X. & Angelov, P. P., 3/04/2019, The 2019 INNS Big Data and Deep Learning (INNSBDDL 2019) conference. Springer, p. 257-266 10 p.

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

  39. Published

    Public Sector Internet of Things Deployments: Value, Transparency, Risks and Challenges

    Jacobs, N., Markovic, M., Cottrill, C. D., Edwards, P. & Salt, K., 10/05/2019. 6 p.

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

  40. Published

    Robotic consumption – what Uber’s new ‘quiet mode’ tells us about the human and the machine

    Ryder, M., 22/05/2019

    Research output: Exhibits, objects and web-based outputsBlog

  41. Published

    Design Thinking and Business Model Innovation

    Liu, R. & Mannhardt, L., 9/06/2019, p. 1-30. 30 p.

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

  42. Published

    Child-display interaction: Exploring avatar-based touchless gestural interfaces

    Rubegni, E., Gentile, V., Malizia, A., Sorce, S. & Kargas, N., 12/06/2019, PerDis '19 Proceedings of the 8th ACM International Symposium on Pervasive Displays. Gentile, V. & Cauchard, J. R. (eds.). New York: Association for Computing Machinery, Inc, 7 p. 23

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

  43. Published

    Comic-based digital storytelling with primary school children

    Rutta, C. B., Schiavo, G., Zancanaro, M. & Rubegni, E., 12/06/2019, IDC '19 Proceedings of the 18th ACM International Conference on Interaction Design and Children. New York: Association for Computing Machinery, Inc, p. 508-513 6 p. (Proceedings of the 18th ACM International Conference on Interaction Design and Children, IDC 2019).

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

  44. Published

    Detecting gender stereotypes in children digital storytelling

    Rubegni, E., Landoni, M., De Angeli, A. & Jaccheri, L., 12/06/2019, IDC '19 Proceedings of the 18th ACM International Conference on Interaction Design and Children. New York: ACM, p. 386-393 8 p.

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

  45. Published

    Video Assistant Referee: in football, as in war, sometimes we need a human touch

    Ryder, M., 25/06/2019

    Research output: Exhibits, objects and web-based outputsBlog

  46. Published

    Measuring vision using innate behaviours in mice with intact and impaired retina function

    Storchi, R., Rodgers, J., Gracey, M., Martial, F. P., Wynne, J., Ryan, S., Twining, C. J., Cootes, T. F., Killick, R. & Lucas, R. J., 17/07/2019, In: Scientific Reports. 9, 25 p., 10396.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  47. Published

    Abnormalities of saccadic eye movements in dementia due to Alzheimer's disease and mild cognitive impairment

    Wilcockson, T., Mardanbegi, D., Xia, B., Taylor, S., Sawyer, P., Gellersen, H., Leroi, I., Killick, R. & Crawford, T., 15/08/2019, In: Aging. 11, 15, p. 5389-5398 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  48. Published

    Visions of the future: five dark warnings from the world of classic science fiction

    Ryder, M., 27/08/2019

    Research output: Exhibits, objects and web-based outputsBlog

  49. Published

    Persuasive or not? The Effect of Social Media Influencer’s Credibility on Consumer Processing and Purchase Intention

    Gadalla, E., Liu, R., Martin, F. & Supatchaya , N. T., 3/09/2019. 19 p.

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

  50. Published

    A Bayesian binary algorithm for root mean squared-based acoustic signal segmentation

    Hubert, P., Killick, R., Chung, A. & Padovese, L., 27/09/2019, In: Journal of the Acoustical Society of America. 146, 9 p., 1799.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  51. 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/ISSNConference contribution/Paperpeer-review

  52. 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/ISSNConference contribution/Paperpeer-review

  53. Published

    The export additionality of innovation policy

    Freel, M. S., Liu, R. R.-Y. & Rammer, C., 1/10/2019, In: Industrial and Corporate Change. 28, 5, p. 1257–1277 21 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  54. Published

    The future of automation

    Ryder, M. (Speaker) & Hughes, J. (Speaker), 15/10/2019

    Research output: Exhibits, objects and web-based outputsPodcast

  55. Published

    An Odometer-Free Approach for Unmanned Ground-Based Vehicle Simultaneous Localization and Mapping

    Gu, X., Angelov, P. & Khan, M., 26/10/2019.

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

  56. Published

    Recording Provenance of Food Delivery Using IoT, Semantics and Business Blockchain Networks

    Markovic, M., Edwards, P. & Jacobs, N., 31/10/2019, 2019 6th International Conference on Internet of Things: Systems, Management and Security, IOTSMS 2019. Alsmirat, M. & Jararweh, Y. (eds.). IEEE, p. 116-118 3 p. 8939250

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

  57. Published

    The Black Archive #37 Kerblam!

    Jacobs, N. & Rodebaugh, T. L., 11/2019, Obverse. (The Black Archive; vol. 37)

    Research output: Book/Report/ProceedingsBook

  58. Published
  59. Published

    A Self-Adaptive Synthetic Over-Sampling Technique for Imbalanced Classification

    Gu, X., Angelov, P. P. & Soares, E. A., 25/11/2019, In: arXiv.

    Research output: Contribution to Journal/MagazineJournal article

  60. Published

    Local Optimality of Self-Organising Neuro-Fuzzy Inference Systems

    Gu, X., Angelov, P. P. & Rong, H., 30/11/2019, In: Information Sciences. 503, p. 351-380 30 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  61. Published

    Towards Explainable Deep Neural Networks (xDNN)

    Angelov, P. & Soares, E., 5/12/2019, In: arXiv. p. 1-9 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  62. Published

    It could be time to start thinking about a cybernetic Bill of Rights

    Ryder, M., 11/12/2019

    Research output: Exhibits, objects and web-based outputsBlog

  63. Published

    Explainable Density-based Approach for Self-driving Actions Classification

    Almeida Soares, E., Angelov, P., Filev, D., Costa, B., Castro, M. & Nageshrao, S., 16/12/2019, p. 1-6. 6 p.

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

  64. Published

    Self-Organising and Self-Learning Model for Soybean Yield Prediction

    Alghamdi, M., Angelov, P., Rufino, M., Gimenez, R. & Almeida Soares, E., 16/12/2019, 2019 6th International Conference on Social Networks Analysis, Management and Security, SNAMS 2019. Alsmirat, M. & Jararweh, Y. (eds.). IEEE, p. 441-446 6 p.

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

  65. Published

    ICDS 2019 Preface

    Angelov, P., Boumhidi, J., Hagras, H., Nfaoui, E. H., Oubenaalla, Y., Loqman, C., Mestari, M. & Mousannif, H., 26/12/2019, 2019 Third International Conference on Intelligent Computing in Data Sciences (ICDS). IEEE, 1 p.

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

  66. Published

    The Effects of Previous Error and Success in Alzheimer’s Disease and Mild Cognitive Impairment

    Crawford, T., Taylor, S., Mardanbegi, D., Polden, M., Wilcockson, T., Killick, R., Sawyer, P., Gellersen, H. & Leroi, I., 27/12/2019, In: Scientific Reports. 9, 1, 10 p., 20204.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  67. 2020
  68. Published

    On-Line Estimators for Ad-Hoc Task Allocation

    Shafipour Yourdshahi, E., Aparecido do Carmo Alves, M., Soriano Marcolino, L. & Angelov, P., 2020, Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2020. Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems, p. 1999–2001 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 2020-May).

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

  69. Published

    A nonparametric approach to detecting changes in variance in locally stationary time series

    Chapman, J.-L., Eckley, I. & Killick, R., 1/02/2020, In: Environmetrics. 31, 1, 12 p., e2576.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  70. Published

    Considering long-memory when testing for changepoints in surface temperature: a classification approach based on the time-varying spectrum

    Beaulieu, C., Killick, R. C., Ireland, D. & Norwood, B., 1/02/2020, In: Environmetrics. 31, 1, 14 p., e2568.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  71. Published

    Towards Deep Machine Reasoning: a Prototype-based Deep Neural Network with Decision Tree Inference

    Angelov, P. & Soares, E., 2/02/2020, In: arXiv.

    Research output: Contribution to Journal/MagazineJournal article

  72. Published

    A Comparison of post-saccadic oscillations in European-Born and China-Born British University Undergraduates

    Mardanbegi, D., Wilcockson, T., Killick, R. C., Xia, B., Gellersen, H.-W. G., Sawyer, P. & Crawford, T. J., 25/02/2020, In: PLoS ONE. 15, 2, 14 p., e0229177.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  73. Published

    Humans, robots and rules: what the Covid-19 pandemic tells us about decision-making and rules

    Ryder, M., 27/03/2020

    Research output: Exhibits, objects and web-based outputsBlog

  74. E-pub ahead of print

    Highly interpretable hierarchical deep rule-based classifier

    Gu, X. & Angelov, P., 20/04/2020, (E-pub ahead of print) In: Applied Soft Computing. 92

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  75. Published

    SARS-CoV-2 CT-scan dataset: A large dataset of real patients CT scans for SARS-CoV-2 identification

    Angelov, P. & Almeida Soares, E., 29/04/2020, In: medRxiv. 8 p.

    Research output: Contribution to Journal/MagazineJournal article

  76. Published

    Made-up Rubbish: Design Fiction as a Tool for Participatory Internet of Things Research

    Jacobs, N., Markovic, M., Cottrill, C., Edwards, P., Corsar, D. & Salt, K., 1/05/2020, In: The Design Journal. 23, 3, p. 419-440 22 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  77. Published

    Decentralised Task Allocation in the Fog: Estimators for Effective Ad-hoc Teamwork

    Shafipour Yourdshahi, E., Do Carmo Alves, M., Soriano Marcolino, L. & Angelov, P., 8/05/2020.

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

  78. Published

    On-line Estimators for Ad-hoc Task Allocation: Extended Abstract

    Shafipour Yourdshahi, E., Do Carmo Alves, M., Soriano Marcolino, L. & Angelov, P., 9/05/2020, Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2020). ACM, p. 1999–2001 3 p.

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

  79. Published

    An evolving approach to data streams clustering based on typicality and eccentricity data analytics

    Bezerra, C. G., Costa, B. S. J., Guedes, L. A. & Angelov, P. P., 31/05/2020, In: Information Sciences. 518, p. 13-28 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  80. Published

    Interpretable policies for reinforcement learning by empirical fuzzy sets

    Huang, J., Angelov, P. P. & Yin, C., 31/05/2020, In: Engineering Applications of Artificial Intelligence. 91, 13 p., 103559.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  81. Published

    A Self-Adaptive Synthetic Over-Sampling Technique for Imbalanced Classification

    Gu, X., Angelov, P. & Almeida Soares, E., 1/06/2020, In: International Journal of Intelligent Systems. 35, 6, p. 923-943 21 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  82. Published

    Advancements on Child–Computer Interaction research: Contributions from IDC 2018

    Giannakos, M., Horn, M. S. & Rubegni, E., 1/06/2020, In: International Journal of Child-Computer Interaction. 23-24, 3 p., 100170.

    Research output: Contribution to Journal/MagazineEditorialpeer-review

  83. Published

    Preface

    Maglogiannis, I., Angelov, P., Macintyre, J., Iliadis, L., Kolias, S. & Pimenidis, E., 5/06/2020, Artificial Intelligence Applications and Innovations: 16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings, Part I. Maglogiannis, I., Iliadis, L. & Pimenidis, E. (eds.). Cham: Springer, p. v-ix 5 p. (IFIP Advances in Information and Communication Technology; vol. 583).

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

  84. Published

    Preface

    Maglogiannis, I., Angelov, P., Macintyre, J., Iliadis, L., Kolias, S. & Pimenidis, E., 5/06/2020, Artificial Intelligence Applications and Innovations: 16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings, Part II. Maglogiannis, I., Iliadis, L. & Pimenidis, E. (eds.). Cham: Springer, p. v-ix 5 p. (IFIP Advances in Information and Communication Technology; vol. 584).

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

  85. Published

    Preface

    Maglogiannis, I., Angelov, P., Macintyre, J., Iliadis, L., Kolias, S. & Pimenidis, E., 5/06/2020, Artificial Intelligence Applications and Innovations. AIAI 2020 IFIP WG 12.5 International Workshops: MHDW 2020 and 5G-PINE 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings. Maglogiannis, I., Iliadis, L. & Pimenidis, E. (eds.). Cham: Springer, p. v-vi 2 p. (IFIP Advances in Information and Communication Technology; vol. 585).

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

  86. Published

    Interdisciplinary methodologies for the fan studies bricoleur

    Jacobs, N., 15/06/2020, In: Transformative Works and Cultures. 33

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  87. Published

    AI-enabled Microscopic Blood Analysis for Microfluidic COVID-19 Hematology

    Xia, T., Fu, Y. Q., Jin, N., Chazot, P., Angelov, P. & Jiang, R., 21/06/2020, p. 98-102. 5 p.

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

  88. Published

    Collaborative comic-based digital storytelling with primary school children

    Rutta, C., Schiavo, G., Zancanaro, M. & Rubegni, E., 21/06/2020, IDC '20: Proceedings of the Interaction Design and Children Conference. New York: ACM, p. 426-437 12 p.

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

  89. Published

    Creating opportunities for children's critical reflections on AI, robotics and other intelligent technologies

    Charisi, V., Malinverni, L., Schaper, M.-M. & Rubegni, E., 21/06/2020, IDC '20: Proceedings of the 2020 ACM Interaction Design and Children Conference: Extended Abstracts. New York: ACM, p. 89-95 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNAbstract

  90. Published

    IDC 2020 Chair's Welcome

    Rubegni, E., Vasalou, A., Burgues, N. P. & Sawhney, N., 21/06/2020, IDC '20: Proceedings of the 2020 ACM Interaction Design and Children Conference: Extended Abstracts. New York: ACM, 1 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNForeword/postscript

  91. Published

    High-Dimensional Changepoint Detection via a Geometrically Inspired Mapping

    Grundy, T., Killick, R. & Mihaylov, G., 1/07/2020, In: Statistics and Computing. 30, p. 1155–1166 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  92. Published

    Design for change with and for children: how to design Digital StoryTelling tool to raise stereotypes awareness.

    Rubegni, E., Landoni, M. & Jaccheri, L., 6/07/2020.

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

  93. Published

    Who Trusts in the Smart City? Transparency, Governance and the Internet of Things

    Jacobs, N., Edwards, P., Markovic, M., Cottrill, C. & Salt, K., 14/07/2020, In: Data & Policy. 2, 9 p., e11.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  94. Published

    Deep Learning based Automated Forest Health Diagnosis from Aerial Images

    Chiang, C.-Y., Angelov, P., Barnes, C. & Jiang, R., 28/07/2020, In: IEEE Access. 8, p. 144064 - 144076 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  95. Published

    Governance and Accountability in Internet of Things (IoT) Networks

    Jacobs, N., Edwards, P., Cottrill, C. D. & Salt, K., 1/08/2020, The Oxford Handbook of Digital Technology and Society. Oxford: Oxford University Press, (Oxford Handbook).

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

  96. Published

    How firms learn in NPD networks: The 4S model

    Liu, R., Rindt, J. & Hart, S., 1/08/2020, In: Industrial Marketing Management. 89, p. 446-458 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  97. Published

    A Novel Self-Organizing PID Approach for Controlling Mobile Robot Locomotion

    Gu, X., Khan, M., Angelov, P., Tiwary, B., Shafipour Yourdshahi, E. & Yang, Z., 26/08/2020, 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE, p. 1-10 10 p.

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

  98. Published

    Autonomous Learning Multiple-Model Zero-Order Classifier for Heart Sound Classification

    Almeida Soares, E., Angelov, P. P. & Gu, X., 1/09/2020, In: Applied Soft Computing. 94, 9 p., 106449.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  99. Published

    The Local Partial Autocorrelation Function and some Applications

    Killick, R. C., Knight, M., Nason, G. P. & Eckley, I. A., 10/09/2020, In: Electronic Journal of Statistics. 14, 2, p. 3268-3314 47 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  100. Published

    Towards explainable deep neural networks (xDNN)

    Angelov, P. & Soares, E., 1/10/2020, In: Neural Networks. 130, p. 185-194 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  101. Published

    Life as a Networked Fan

    Garrison, S. & Jacobs, N., 5/10/2020, In: AoIR Selected Papers of Internet Research. 2020 AoRI2020, 4 p.

    Research output: Contribution to Journal/MagazineConference articlepeer-review

  102. Published

    Concept Drift Detection Using Autoencoders in Data Streams Processing

    Jaworski, M., Rutkowski, L. & Angelov, P., 7/10/2020, Artificial Intelligence and Soft Computing: 19th International Conference, ICAISC 2020, Zakopane, Poland, October 12-14, 2020, Proceedings, Part I. Rutkowski, L., Scherer, R., Korytkowski, M., Pedrycz, W., Tadeusiewicz, R. & Zurada, J. M. (eds.). Cham: Springer, p. 124-133 10 p. (Lecture Notes in Computer Science; vol. 12415 ).

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

  103. Published

    Towards Deep Machine Reasoning: A Prototype-based Deep Neural Network with Decision Tree Inference

    Angelov, P. & Soares, E., 11/10/2020, 2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020. Institute of Electrical and Electronics Engineers Inc., Vol. October. p. 2092-2099 8 p. 9282812

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

  104. Published

    Salon: Online Spaces: The Present and Future of Virtual Fan Conventions

    Jacobs, N., 13/10/2020.

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

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