A

Al Alkeem, E. and Yeun, C.Y. and Yun, J. and Yoo, Paul D. and Chae, M. and Rahman, A. and Asyhari, A.T. (2021) Robust deep identification using ECG and multimodal biometrics for Industrial Internet of Things. Ad Hoc Networks 121 (102581), ISSN 1570-8705.

Al Hamadi, A. and Yeun, C.Y. and Damiani, E. and Yoo, Paul D. and Hu, J. and Yeun, H.K. and Yim, M.-S. (2021) Explainable Artificial Intelligence to evaluate industrial internal security using EEG signals in IoT Framework. Ad Hoc Networks 123 (102641), ISSN 1570-8705.

Al-Nima, R. and Han, Tingting and Al-Sumaidaee, S. and Chen, Taolue and Woo, W. (2021) Robustness and performance of Deep Reinforcement Learning. Applied Soft Computing 105 (107295), ISSN 1568-4946.

Anabanti, Chimere and Aroh, A.B. and Hart, Sarah and Oodo, A.R. (2021) A question of Zhou, Shi and Duan on nonpower subgroups of finite groups. Quaestiones Mathematicae , ISSN 1607-3606.

Artale, A. and Kontchakov, Roman and Kovtunova, A. and Ryzhikov, Vladislav and Wolter, F. and Zakhariyashchev, Michael (2021) First-order rewritability of ontology-mediated queries in linear temporal logic. Artificial Intelligence 299 , ISSN 0004-3702.

Athanasopoulou, Maria Eleni and Deveikyte, Justina and Mosca, Alan and Peri, Ilaria and Provetti, Alessandro (2021) A hybrid model for forecasting short-term electricity demand. In: 2nd ACM International Conference on AI in Finance, 03-05 Nov 2021, London, UK. (In Press)

B

Bartlett, Thomas and Jia, P. and Chandna, Swati and Roy, Sa. (2021) Inference of tissue relative proportions of the breast epithelial cell types luminal progenitor, basal, and luminal mature. Scientific Reports 11 (1), p. 23702. ISSN 2045-2322.

Brown, Paul and Fenner, Trevor (2021) Fast generation of Unlabelled Free Trees using Weight Sequences. Journal of Graph Algorithms and Applications 25 (1), pp. 219-240. ISSN 1526-1719.

C

Cecez-Kecmanovic, D. and Marjanovic, O. and Vidgen, Richard (2021) Algorithmic pollution: making the invisible visible. Journal of Information Technology 36 (4), pp. 391-408. ISSN 02683962.

Celik, Dilek (2021) Sociomaterial perspective of learning design practice and Its implications on learning design software development. [Thesis] (Unpublished)

Chen, Y. and Hou, Y. and Leng, S. and Zhang, Q. and Lin, Z. and Zhang, Dell (2021) Long-tail hashing. In: UNSPECIFIED (ed.) Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, pp. 1328-1338. ISBN 9781450380379. (In Press)

Chouliaras, Spyridon and Sotiriadis, Stelios (2021) Detecting performance degradation in cloud systems using LSTM autoencoders. In: Barolli, L. and Woungang, I. and Enokido, T. (eds.) Advanced Information Networking and Applications: Proceedings of the 35th International Conference on Advanced Information Networking and Applications (AINA-2021). Lecture Notes in Networks and Systems 2 226. Springer, pp. 472-481. ISBN 9783030750749.

E

Ellis-Monaghan, Jo.A. and Goodall, A.J. and Moffatt, I. and Noble, Steven and Vena, L. (2021) Irreducibility of the Tutte polynomial of an embedded graph. Technical Report. Birkbeck, University of London, London, UK. (Submitted)

Ermaliuc, M. and Stamate, D. and Magoulas, George and Pu, I. (2021) Creating ensembles of generative adversarial network discriminators for one-class classification. In: 22nd International Conference on Engineering Applications of Neural Networks, 25-27 June 2021, Crete, Greece (online).

G

Gao, P. and Xie, H. and Song, F. and Chen, Taolue (2021) A hybrid approach to formal verification of higher-order masked arithmetic programs. ACM Transactions on Software Engineering and Methodology 30 (3), 26:1-26:42.

Gou, J. and Yu, B. and Maybank, Stephen and Tao, Da. (2021) Knowledge distillation: a survey. International Journal of Computer Vision 129 , pp. 1789-1819. ISSN 0920-5691.

H

Han, Seongil (2021) Explainable credit scoring through generative adversarial networks. [Thesis] (Unpublished)

Hart, Sarah (2021) Ahab's arithmetic; or, the mathematics of Moby-Dick. Journal of Humanistic Mathematics 11 (1), pp. 4-32. ISSN 2159-8118.

Hart, Sarah and Kelsey, V. and Rowley, P. (2021) Generating finite Coxeter groups with elements of the same order. Turkish Journal of Mathematics 45 (6), pp. 2623-2645. ISSN 1300-0098.

Herzog, Nitsa J. and Magoulas, George D. (2021) Brain asymmetry detection and machine learning classification for diagnosis of early Dementia. Sensors 21 (3), ISSN 1424-8220.

Herzog, Nitsa and Magoulas, George (2021) Deep learning of brain asymmetry images and transfer learning for early diagnosis of dementia. In: 22nd International Conference on Engineering Applications of Neural Networks, 25-27 June 2021, Crete, Greece (online).

K

Khan, S. and Akter, S. and Goswami, B. and Ahashan, H. and Banu, T. and Barton, Carl and Osman, E. and Samir, S. and Arjuman, F. and Hasan, S. and Hossain, M. (2021) Whole genome mapping and identification of single nucleotide polymorphisms of four Bangladeshi individuals and their functional significance. BMC Research Notes 14 (105), ISSN 1756-0500.

Kikot, Stanislav and Kurucz, Agi and Podolskii, Vladimir V. and Zakharyaschev, Michael (2021) Deciding Boundedness of Monadic Sirups. In: PODS'21: Proceedings of the 40th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, Virtual Event, China, June 20-25, 2021.

Kurucz, A. and Ryzhikov, Vladislav and Savateev, Yury and Zakhariyashchev, Michael (2021) Deciding FO-definability of regular languages. In: RAMICS 2021: International Conference on Relational and Algebraic Methods in Computer Science, 2–5 November 2021, Marseille, France.

L

Lachish, Oded and Gur, T. (2021) On the power of relaxed Local Decoding Algorithms. SIAM Journal on Computing 50 (2), pp. 788-813. ISSN 0097-5397.

Levene, Mark (2021) A hypothesis test for the goodness-of-fit of the marginal distribution of a time series with application to Stablecoin data. Engineering Proceedings 5 (1), ISSN 2673-4591.

Levene, Mark and Fenner, Trevor (2021) A stochastic differential equation approach to the analysis of the UK 2017 and 2019 general election polls. International Journal of Forecasting 37 (3), pp. 1227-1234. ISSN 0169-2070.

M

Maybank, Stephen and Ieng, S.-H. and Migliore, D. and Benosman, R. (2021) Optical flow estimation using the Fisher-Rao metric. Neuromorphic Computing and Engineering 1 (024004), ISSN 2634-4386.

Moffatt, Iain and Noble, Steven (2021) Topological graph theory through matroid theory. Newsletter of the London Mathematical Society 496 , pp. 29-33. ISSN 2516-3841.

P

Paterson, Maura B. and Stinson, D.R. (2021) Splitting authentication codes with perfect secrecy: new results, constructions and connections with algebraic manipulation detection codes. Advances in Mathematics of Communications , ISSN 1930-5346. (Submitted)

Pozzana, Iacopo and Prifti, Ylli and Provetti, Alessandro (2021) Live monitoring 4chan discussion threads. In: IC2S2 2021: 7th International Conference on Computational Social Science, 27-31 Jul 2021, Online.

R

Ryzhikov, Vladislav and Savateev, Yury and Zakhariyashchev, Michael (2021) Deciding FO-rewritability of ontology-mediated queries in linear temporal logic. In: TIME 2021: 28th International Symposium on Temporal Representation and Reasoning, 27-29 September 2021, University of Klagenfurt, Austria (online).

S

Sakr, S. and Bonifati, A. and Voigt, H. and Iosup, A. and Ammar, K. and Angles, R. and Aref, W. and Arenas, M. and Besta, M. and Boncz, P.A. and Daudjee, K. and Valle, E.D. and Dumbrava, S. and Hartig, O. and Haslhofer, B. and Hegeman, T. and Hidders, Jan and Hose, K. and Iamnitchi, A. and Kalavri, V. and Kapp, H. and Martens, W. and Özsu, M.T. and Peukert, E. and Plantikow, S. and Ragab, M. and Ripeanu, M.R. and Salihoglu, S. and Schulz, C. and Selmer, P. and Sequeda, J. F. and Shinavier, J. and Szárnyas, G. and Tommasini, R. and Tumeo, A. and Uta, A. and Varbanescu, A.L. and Wu, H.-Y. and Yakovets, N. and Yan, D. and Yoneki, E. (2021) The future is big graphs. Communications of the ACM 64 (9), pp. 62-71. ISSN 0001-0782.

Shao, X. and Xing, J. and Lyu, J. and Zhou, X. and Shi, Y. and Maybank, Stephen (2021) Robust face alignment via deep progressive reinitialization and adaptive error-driven learning. IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (9), pp. 5488-5502. ISSN 0162-8828.

Slattery, P. and Vidgen, Richard and Finnegan, P. (2021) Winning heads and hearts? How websites encourage prosocial behaviour. Behaviour & Information Technology 40 (9), pp. 933-961. ISSN 0144-929X.

Stamate, Cosmin and Magoulas, George and Thomas, Michael (2021) Deep learning topology-preserving EEG-based images for autism detection in infants. In: 22nd International Conference on Engineering Applications of Neural Networks, 25-27 June 2021, Crete, Greece (online).

Stamate, Cosmin and Saez Pons, Joan and Weston, David and Roussos, George (2021) PDKit: a data science toolkit for the digital assessment of Parkinson's Disease. PLoS Computational Biology 17 (3), e1008833. ISSN 1553-7358.

Stavrinides, Vasilis and Papageorgiou, Georgios and Danks, D. and Giganti, F. and Pashayan, N. and Trock, B. and Freeman, A. and Hu, Y. and Whitaker, H. and Allen, C. and Kirkham, A. and Punwani, S. and Sonn, G. and Barratt, D. and Emberton, M. and Moore, C. (2021) Mapping PSA density to outcome of MRI-based active surveillance for prostate cancer through joint longitudinal-survival models. Prostate Cancer and Prostatic Diseases , ISSN 1476-5608.

T

Taha, K. and Davuluri, R. and Yoo, Paul D. and Spencer, J. (2021) Personizing the prediction of future susceptibility to a specific disease. PLoS One , ISSN 1932-6203.

Tomasz, Sikora and Magoulas, George D. (2021) Neural Adaptive Admission Control Framework: SLA-driven action termination for real-time application service management. Enterprise Information Systems 15 (2), pp. 133-173. ISSN 1751-7575.

V

Vafeiadou, Jenny and Vasalou, A. and Roussos, George (2021) Self-tracking in Parkinson's: the lived efforts of self-management. Proceedings of the ACM on Human-Computer Interaction 5 (CSCW1), pp. 1-25. ISSN 2573-0142.

Y

Yang, H. and Yan, D. and Zhang, L. and Sun, Y. and Li, D. and Maybank, Stephen (2021) Feedback graph convolutional network for skeleton-based action recognition. IEEE Transactions on Image Processing 31 , pp. 164-175. ISSN 1057-7149.

Yoo, Paul and Tari, Z. (2021) Sustainable information security and forensic computing. [Editorial/Introduction]

Z

Zhang, X. and Zhou, Y. and Han, Tingting and Chen, Taolue (2021) Training deep code comment generation models via data augmentation. In: Internetware '20: 12th Asia-Pacific Symposium on Internetware, 12-14 May 2020, Singapore.

Zhao, H. and Zeng, X. and Chen, Taolue and Liu, Z. and Woodcock, J. (2021) Learning safe neural network controllers with barrier certificates. Formal Aspects of Computing 33 (3), pp. 437-455. ISSN 0934-5043.

Zhou, Y. and Su, Y. and Chen, Taolue and Huang, Z. and Gall, H.C. and Panichella, S. (2021) User review-based change file localization for mobile applications. IEEE Transactions on Software Engineering 47 (12), pp. 2755-2770. ISSN 0098-5589.