A

Adaba, Godfried and Wilson, David W. and Sims, Julian (2022) The impact of national culture on strategic IT alignment: a multiple-case study of subsidiaries of multinational corporations. Information Systems Management 39 (4), pp. 288-304. ISSN 1058-0530.

Al-Obaidi, A. and Al-Nima, R. and Han, Tingting (2022) Interpreting Arabic Sign Alphabet by using the Deep Learning. In: International Conference on Sustainable Development Techniques, 29-30 Jun 2022, Mosul City, Iraq. (In Press)

Anabanti, Chimere and Hart, Sarah (2022) Groups with a given number of nonpower subgroups. Bulletin of the Australian Mathematical Society 106 (2), pp. 315-319. ISSN 0004-9727.

Artale, A. and Kontchakov, Roman and Kovtunova, A. and Ryzhikov, Vladislav and Wolter, F. and Zakhariyashchev, Michael (2022) First-Order Rewritability and complexity of Two-Dimensional Temporal Ontology-Mediated Queries. Journal of Artificial Intelligence Research 75 , pp. 1223-1291. ISSN 1076-9757.

Artale, A. and Kontchakov, Roman and Kovtunova, A. and Ryzhikov, Vladislav and Wolter, F. and Zakharyashchev, Michael (2022) First-order rewritability and complexity of two-dimensional temporal ontology-mediated queries. Journal of Artificial Intelligence Research 75 , pp. 1223-1291. ISSN 1076-9757.

B

Baudon, T. and Fuhs, Carsten and Gonnord, L. (2022) Analysing Parallel Complexity of Term Rewriting. In: Villanueva, A. (ed.) Logic-Based Program Synthesis and Transformation: 32nd International Symposium, LOPSTR 2022, Tbilisi, Georgia, September 21–23, 2022, Proceedings. Lecture Notes in Computer Science 13474. Springer, pp. 3-23. ISBN 9783031167669.

Brown, Paul and Fenner, Trevor (2022) Supercards, sunshines and caterpillar graphs. Journal of Combinatorics 13 (1), pp. 41-78. ISSN 2156-3527.

C

Carl, Barton (2022) On the average-case complexity of pattern matching with wildcards. Theoretical Computer Science 922 , pp. 37-45. ISSN 0304-3975.

Carta, Ludovico and Fairbairn, Ben (2022) Generalised Beauville Groups. Journal of Group Theory 25 (2), pp. 355-377. ISSN 1435-4446.

Chandna, Swati and Olhede, S. and Wolfe, P. (2022) Local linear graphon estimation using covariates. Biometrika 109 (3), pp. 721-734. ISSN 1464-3510.

Charalampopoulos, Panagiotis and Gawrychowski, P. and Mozes, S. and Weimann, O. (2022) On the hardness of computing the edit distance of shallow trees. Lecture Notes in Computer Science 13617 , pp. 290-302. ISSN 0302-9743.

Charalampopoulos, Panagiotis and Kociumaka, T. and Wellnitz, P. (2022) Faster pattern matching under edit distance : a reduction to dynamic puzzle matching and the Seaweed Monoid of permutation matrices. 63rd IEEE Annual Symposium on Foundations of Computer Science, FOCS 2022 , pp. 698-707. ISSN 2575-8454.

Charalampopoulos, Panagiotis and Pissis, S.P. and Radoszewski, J. and Rytter, W. and Waleń, T. and Zuba, W. (2022) Subsequence covers of words. Lecture Notes in Computer Science , pp. 3-15. ISSN 0302-9743.

Chen, Qing and Helmer, Sven and Lachish, Oded and Bohlen, Michael (2022) Dynamic Spanning Trees for connectivity queries on fully-dynamic undirected graphs. In: 48th International Conference on Very Large Databases, 5-9 Sep 2022, Sydney, Australia.

Chen, Taolue and Hague, M. and Flores-Lamas, A. and Han, Z. and Hu, D. and Kan, S. and Lin, A. and Wu, Z. (2022) Solving string constraints with Regex-dependent functions through transducers with priorities and variables. Proceedings of the ACM on Programming Languages 6 (POPL), pp. 1-31. ISSN 2475-1421.

Chen, Y. and Zhang, H. and Tian, Z. and Wang, J. and Zhang, Dell and Li, Xuelong (2022) Enhanced Discrete Multi-modal Hashing: more constraints yet less time to learn. IEEE Transactions on Knowledge and Data Engineering (TKDE) 34 (3), pp. 1177-1190. ISSN 1041-4347.

Corby, T. and Baily, G. and Mackenzie, J. and Lane, G. and Dickson, E. and Sime, L. and Roussos, George (2022) The data imaginaries of climate art: the manifest data project. Leonardo 55 (2), pp. 125-129. ISSN 0024-094X.

D

Deveikyte, Justina and Geman, Hélyette and Piccari, Carlo and Provetti, Alessandro (2022) A sentiment analysis approach to the prediction of market volatility. Frontiers in Artificial Intelligence 5 , ISSN 2624-8212.

Drange, P.G. and Muzi, I. and Reidl, Felix (2022) Harmless sets in sparse classes. Lecture Notes in Computer Science 13270 , pp. 299-312. ISSN 0302-9743.

E

El Hajjar, Ayman (2022) Key pre distribution in the context of IoT: the RPL new objective function SISLO. [Thesis] (Unpublished)

Ellis-Monaghan, J. and Goodall, A. and Moffatt, I. and Noble, Steven and Vena, L. (2022) Irreducibility of the Tutte polynomial of an embedded graph. Algebraic Combinatorics 5 (6), pp. 1337-1351. ISSN 2589-5486.

F

Fan, J. and Zhang, J. and Maybank, Stephen and Tao, D. (2022) Wide-angle image rectification: a survey. International Journal of Computer Vision 130 , pp. 747-776. ISSN 0920-5691.

Fitzgerald, T. and Brettell, I. and Leger, A. and Wolf, N. and Kusminski, N. and Monahan, J. and Barton, Carl and Herder, C. and Aadepu, N. and Gierten, J. and Becker, C. and Hammouda, O.T. and Hasel, E. and Lischik, C. and Lust, K. and Sokolova, N. and Suzuki, R. and Tsingos, E. and Tavhelidse, T. and Thumberger, T. and Watson, P. and Welz, B. and Khouja, N. and Naruse, K. and Birney, E. and Wittbrodt, J. and Loosli, F. (2022) The Medaka Inbred Kiyosu-Karlsruhe (MIKK) panel. Genome Biology , ISSN 1474-7596.

Fortin, M. and Konev, B. and Ryzhikov, Vladislav and Savateev, Yury and Wolter, F. and Zakhariyashchev, Michael (2022) Unique characterisability and learnability of Temporal Instance Queries. In: 19th International Conference on Principles of Knowledge Representation and Reasoning, KR 2022, 31 Jul - 05 Aug 2022, Haifa, Israel.

Frohn, F. and Fuhs, Carsten (2022) A calculus for modular loop acceleration and non-termination proofs. International Journal on Software Tools for Technology Transfer 24 , pp. 691-715. ISSN 1433-2779.

Frosini, Riccardo and Poulovassilis, Alex and Wood, Peter and Calì, Andrea (2022) Optimisation techniques for flexible SPARQL queries. ACM Transactions on the Web 16 (4), pp. 1-44. ISSN 1559-1131.

G

Gerasimova, O. and Kikot, Stanislav and Kurucz, A. and Podolskii, V. and Zakharyashchev, Michael (2022) A tetrachotomy of ontology-mediated queries with a covering axiom. Artificial Intelligence 309 , p. 103738. ISSN 0004-3702.

H

HASAN, Abul and Levene, Mark and Weston, David and Fromson, R. and Koslover, N. and Levene, T. (2022) Monitoring COVID-19 on social media: development of an end-to-end natural language processing pipeline using a novel triage and diagnosis approach. Journal of Medical Internet Research 24 (2), e30397. ISSN 1438-8871.

Haq, Anwar ul (2022) Grounded theory approach for the development of a new effectiveness model for e-learning services and its validation through partial least squares structural equation modelling. [Thesis] (Unpublished)

Harris, C. and Pymar, Richard and Rowat, Colin (2022) Joint Shapley Values: a measure of joint feature importance. International Conference on Learning Representations ,

Hasan, Abul Kalam Md. Rajib (2022) Extracting health information from social media. [Thesis] (Unpublished)

Herzog, Nitsa J. and Magoulas, George D. (2022) Machine learning-supported MRI analysis of brain asymmetry for early diagnosis of dementia. In: Hassanien, A.E. and Bhatnagar, R. and Snášel, V. and Yasin Shams, M. (eds.) Medical Informatics and Bioimaging Using Artificial Intelligence. Studies in Computational Intelligence 1005. Springer, pp. 29-52. ISBN 9783030911034.

Herzog, Nitsa and Magoulas, George (2022) Convolutional neural networks-based framework for early identification of dementia using MRI of brain asymmetry. International Journal of Neural Systems 32 (12), ISSN 1793-6462.

Herzog, Nitsa and Magoulas, George (2022) Deep transfer learning for DTI- and MRI- based early diagnosis of cognitive decline and dementia. In: 17th International Conference on Computational Intelligence Methods for Bioinformatics and Biostatistics-CIBB 2021, 15-17 Nov 2021, Online.

Herzog, Nitsa and Magoulas, George (2022) Transfer learning and magnetic resonance imaging techniques for the deep neural network-based diagnosis of early cognitive decline and dementia. In: Chicco, D. and Facchiano, A. and Mutarelli, M. (eds.) Computational Intelligence Methods for Bioinformatics and Biostatistics: 17th International Meeting, CIBB 2021, Virtual Event, November 15–17, 2021, Revised Selected Papers. Lecture Notes in Computer Science. Springer, pp. 53-66. ISBN 9783031208379.

Hirsch, R. and Mikulas, Szabolcs and Stokes, T. (2022) The algebra of non-deterministic programs: demonic operations, orders and axioms. Logic Journal of the IGPL 30 (5), pp. 886-906. ISSN 1367-0751.

Hu, W. and Liu, H. and Du, Y. and Yuan, C. and Li, B. and Maybank, Stephen (2022) Interaction-aware spatio-temporal pyramid attention networks for action classification. IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (10), pp. 7010-7028. ISSN 0162-8828.

K

Karkalas, Sokratis (2022) Simplifying authoring and facilitating component reuse of programming tutors. [Thesis] (Unpublished)

Kim, S.-K. and Yeun, C.Y. and Yoo, Paul and Lo, N.-W. and Damiani, E. (2022) Deep learning-based arrhythmia detection using RR-Interval framed electrocardiograms. In: UNSPECIFIED (ed.) The 8th International Congress on Information and Communication Technology. Lecture Notes in Networks and Systems. Springer. (In Press)

Knapp, C. and Noble, Steven (2022) The complexity of the Greedoid Tutte Polynomial. Technical Report. Birkbeck, University of London, London, UK. (Submitted)

L

Lachish, Oded and Reidl, Felix and Trehan, Chhaya (2022) When you come at the King you best not miss. 42nd IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science (FSTTCS 2022) 250 , 25:1-25:12. ISSN 1868-8969.

Lagias, Paschalis and Magoulas, George and Prifti, Ylli and Provetti, Alessandro (2022) Predicting seriousness of injury in a traffic accident: a new imbalanced dataset and benchmark. Communications in Computer and Information Science 1600 , pp. 412-423. ISSN 1865-0937.

Leger, A. and Brettell, I. and Monahan, J. and Barton, Carl and Wolf, N. and Kusminski, N. and Herder, C. and Aadepu, N. and Becker, C. and Gierten, J. and Hammouda, O. and Hasel, E. and Lischik, C. and Lust, K. and Sokolova, N. and Suzuki, R. and Tavhelidse, T. and Thumberger, T. and Tsingos, E. and Watson, P. and Welz, B. and Naruse, K. and Loosli, F. and Wittbrodt, J. and Birney, E. and Fitzgerald, T.W. (2022) Genomic variations and epigenomic landscape of the Medaka Inbred Kiyosu-Karlsruhe (MIKK) panel. Genome Biology , ISSN 1465-6906.

Levene, Mark (2022) A skew logistic distribution for modelling COVID-19 waves and its evaluation using the empirical survival Jensen-Shannon divergence. Entropy 24 (5), p. 600. ISSN 1099-4300.

Li, J. and Zhang, J. and Maybank, Stephen (2022) Bridging composite and real: towards end-to-end deep image matting. International Journal of Computer Vision 130 , pp. 246-266. ISSN 0920-5691.

M

Matuozzo, Alberto and Yoo, Paul and Provetti, Alessandro and Kim, Maria (2022) Machine learning methods for Equity Time Series forecasting: a compendium. In: 31st ACM International Conference on Information and Knowledge Management, Oct 17-21 2022, Atlanta, U.S.. (Unpublished)

N

Noble, Steven (2022) The U, V and W polynomials. In: Ellis-Monaghan, J.A. and Moffatt, I. (eds.) Handbook of the Tutte Polynomial and Related Topics. Chapman & Hall. ISBN 9781482240627.

P

Papageorgiou, Georgios (2022) Bayesian semiparametric modelling of covariance matrices for multivariate longitudinal data. Statistics in Medicine 41 (14), pp. 2665-2687. ISSN 0277-6715.

T

Taha, K. and Yoo, Paul and Eddinari, F.Z. (2022) Detecting implicit cross-communities to which an active user belongs. PLoS One , ISSN 1932-6203.

Taha, K. and Yoo, Paul and Eddinari, F.Z. and Nedunkulathil, S. (2022) Inferring the densest multi-profiled cross-community for a user. Knowledge-Based Systems 237 (107681), ISSN 0950-7051.

U

Uysal, Dilara and Yoo, Paul and Kamal, T. (2022) Data-driven malware detection for 6G networks: a survey from the perspective of continuous learning and explainability via visualisation. IEEE Open Journal of Vehicular Technology , ISSN 2644-1330.

X

Xu, Y. and Zhang, J. and Maybank, Stephen and Tao, D. (2022) DUT: learning video stabilization by simply watching unstable videos. IEEE Transactions on Image Processing 31 , pp. 4306-4320. ISSN 1057-7149.

Y

Yang, G. and Zhou, Y. and Chen, X. and Zhang, X. and Han, Tingting and Chen, Taolue (2022) ExploitGen: template-augmented exploit code generation based on CodeBERT. Journal of Systems and Software , ISSN 0164-1212.

Yang, H. and Chu, X. and Zhang, L. and Sun, Y. and Li, D. and Maybank, Steve (2022) QuadNet: quadruplet loss for multi-view learning in baggage re-identification. Pattern Recognition 126 , p. 108546. ISSN 0031-3203.

Yu, Z. and Shen, J. and Zhang, X. and Yang, W. and Han, Tingting and Chen, Taolue (2022) Automatic source code summarization with graph attention networks. Journal of Systems and Software 188 , ISSN 0164-1212.

Yuan, J. and Ji, W. and Zhang, Dell and Pan, J. and Wang, X. (2022) Micro-behavior encoding for session-based recommendation. In: UNSPECIFIED (ed.) Proceedings of the 38th IEEE International Conference on Data Engineering (ICDE). IEEE. (In Press)

Z

Zhang, G. and Nulty, Paul and Lillis, D. (2022) Enhancing legal argument mining with domain pre-training and neural networks. Journal of Data Mining & Digital Humanities NLP4DH , ISSN 2416-5999.

Zhang, G. and Nulty, Paul and Lillis, D. (2022) A decade of legal argumentation mining: datasets and approaches. In: Rosso, P. and Basile, V. and Martínez, R. and Métais, E. and Meziane, F. (eds.) Natural Language Processing and Information Systems - 27th International Conference on Applications of Natural Language to Information Systems, NLDB 2022, Valencia, Spain, June 15–17, 2022, Proceedings. Lecture Notes in Computer Science 13286. Springer, pp. 240-252. ISBN 9783031084720.

Zhang, X. and Wang, T. and Tang, G. and Zhao, L. and Xu, Y. and Maybank, Stephen (2022) Single image haze removal based on a simple addtive model with haze smoothness prior. IEEE Transactions on Circuits and Systems for Video Technology 32 (6), pp. 3490-3499. ISSN 1051-8215.

Zhang, Y. and Wang, C. and Maybank, Stephen J. and Tao, D. (2022) Exposure trajectory recovery from motion blur. IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (11), pp. 7490-7504. ISSN 0162-8828 (print).

Zhou, Y. and Yang, X. and Chen, Taolue and Huang, Z. and Ma, X. and Gall, H.C. (2022) Boosting API recommendation with implicit feedback. IEEE Transactions on Software Engineering 48 (6), pp. 2157-2172. ISSN 0098-5589.

Zhou, Y. and Zhang, Q. and Shen, J. and Han, Tingting and Chen, Taolue and Gall, H. (2022) Adversarial robustness of deep code comment generation. ACM Transactions on Software Engineering and Methodology 31 (4), pp. 1-30. ISSN 1049-331X.