A

Abul, Hasan and Mark, Levene and David, Weston (2020) Learning structured medical information from social media. Journal of Biomedical Informatics 110 (103568), ISSN 1532-0464.

Al Hammadi, A. and Lee, D. and Yeun, C.Y. and Damiani, E. and Kim, S.-k. and Yoo, Paul D. and Choi, H.-j. (2020) Novel EEG sensor-based risk framework for the detection of insider threats in safety critical industrial infrastructure. IEEE Access 8 , pp. 206222-206234. ISSN 2169-3536.

B

Brooms, Anthony C. and Holtom, T.C. (2020) Volumetric uncertainty bounds and optimal configurations for Converging Beam Triple LIDAR. Applied Numerical Mathematics 153 , pp. 276-299. ISSN 0168-9274.

Brooms, Anthony C. and Holtom, Theodore C. (2020) Volumetric Uncertainty Bounds and optimal configurations for Converging Beam Triple LIDAR. Technical Report. Birkbeck, University of London, London, UK.

C

Candlin, Fiona and Larkin, Jamie and Ballatore, Andrea and Poulovassilis, Alexandra (2020) Mapping Museums 1960-2020: a report on the data. Birkbeck, University of London, London, UK.

Chandna, Swati and Maugis, P.-A. (2020) Nonparametric regression for multiple heterogeneous networks. Working Paper. Birkbeck, University of London, London, UK. (Unpublished)

Chen, Y. and Tian, Z. and Zhang, H. and Wang, J. and Zhang, Dell (2020) Strongly Constrained Discrete Hashing. IEEE Transactions on Image Processing 29 , pp. 3596-3611. ISSN 1057-7149.

Chouliaras, Spyros and Sotiriadis, Stelios (2020) Real time anomaly detection of NoSQL systems based on resource usage monitoring. IEEE Transactions on Industrial Informatics 16 (9), pp. 6042-6049. ISSN 1551-3203.

Costantini, S. and De Meo, P. and Giorgianni, A. and Migliorato, V. and Provetti, Alessandro and Salvia, F. (2020) Exploring low-degree nodes first accelerates network exploration. In: 12th ACM Web Science Conference 2020, 6-10 July 2020, Southampton, UK. (In Press)

Cruz Coulson, N. and Sotiriadis, Stelios and Bessis, N. (2020) Adaptive microservice scaling for elastic applications. IEEE Internet of Things 7 (5), pp. 4195-4202. ISSN 2327-4662.

D

Dall'Agnol, M. and Gur, T. and Lachish, Oded (2020) A structural theorem for local algorithms with applications to coding, testing, and privacy. In: ACM-SIAM Symposium on Discrete Algorithms (SODA21), 10-13 January 2021, Online.

De Meo, P. and Levene, Mark and Messina, F. and Provetti, Alessandro (2020) A general centrality framework-based on node navigability. IEEE Transactions on Knowledge and Data Engineering 32 (11), 2088 -2100. ISSN 1041-4347.

Dimartino, Mirko (2020) Integrating and querying linked datasets through ontological rules. [Thesis] (Unpublished)

F

Fairbairn, Ben (2020) Strongly Real Beauville Groups III. In: Neumann, F. and Schroll, S. (eds.) Galois Covers, Grothendieck-Teichmüller Theory and Dessins d'Enfants - Interactions between Geometry, Topology, Number Theory and Algebra, Leicester, UK, June 2018. Springer Proceedings in Mathematics & Statistics 330. Springer, pp. 1-22. ISBN 9783030517946.

G

Gao, J. and Wang, Q. and Xing, J. and Ling, H. and Hu, W. and Maybank, Stephen J. (2020) Tracking-by-fusion via Gaussian Process Regression extended to transfer learning. IEEE Transactions on Pattern Analysis and Machine Intelligence 42 (4), pp. 939-955. ISSN 0162-8828.

Gao, P. and Xie, H. and Sun, P. and Song, F. and Chen, Taolue (2020) Formal Verification of Masking Countermeasures for Arithmetic Programs. IEEE Transactions on Software Engineering , ISSN 0098-5589.

Gottlob, G. and Lanzinger, M. and Pichler, R. and Razgon, Igor (2020) Fractional covers of Hypergraphs with bounded multi-intersection. In: 45th International Symposium on Mathematical Foundations of Computer Science (MFCS 2020), 24-28 Oct 2020, Prague, Czech Republic.

H

Harris, Martyn and Levene, Mark and Zhang, Dell and Levene, D. (2020) Comparing “parallel passages” in digital archives. Journal of Documentation 76 (1), pp. 271-289. ISSN 0022-0418.

Hart, Sarah and Anabanti, Chimere (2020) A question of Mazurov on groups of exponent dividing 12. Communications in Algebra 48 (12), pp. 5372-5373. ISSN 0092-7872.

Hart, Sarah and Mcveagh, Dan (2020) Groups with many roots. International Journal of Group Theory 9 (4), pp. 261-276. ISSN 2251-7650.

Hart, Sarah and Sbeiti Clarke, Amal (2020) Commuting Involution Graphs in classical affine Weyl Groups. Communications in Algebra 48 (7), pp. 2941-2957. ISSN 0092-7872.

Holtom, T.C. and Brooms, Anthony C. (2020) Error propagation analysis for a Static Convergent Beam Triple LIDAR. Applied Numerical Mathematics 150 , pp. 1-17. ISSN 0168-9274.

Holtom, T.C. and Brooms, Anthony C. (2020) Machine learning with laser focus. The Actuary , pp. 30-33. ISSN 0960-457X.

Hu, J. and Zhang, X. and Maybank, Stephen J. (2020) Abnormal driving detection with normalized driving behavior data: a deep learning approach. IEEE Transactions on Vehicular Technology 69 (7), pp. 6943-6951. ISSN 00189545.

Hu, W. and Shi, X. and Zhou, Z. and Xing, J. and Ling, H. and Maybank, Stephen J. (2020) Dual L1-normalized context aware tensor power iteration and its applications to multi-object tracking and multi-graph matching. International Journal of Computer Vision 128 , pp. 360-392. ISSN 0920-5691.

J

Jha, A. and Menozzi, E. and Oyekan, R. and Latorre, A. and Mulroy, E. and Schreglmann, S.R. and Stamate, C. and Daskalopoulos, I. and Kueppers, S. and Luchini, M. and Rothwell, J.C. and Roussos, George and Bhatia, K.P. (2020) The CloudUPDRS smartphone software in Parkinson’s study: cross-validation against blinded human raters. npj Parkinson's Disease 6 (1), ISSN 2373-8057.

K

Kohli, Maitrei and Magoulas, George D. and Thomas, Michael (2020) Evolving Connectionist Models to capture population variability across language development: modelling children’s past tense formation. Artificial Life 26 (2), pp. 217-241. ISSN 1064-5462.

Kontchakov, Roman and Ryzhikov, Vladislav and Wolter, F. and Zakharyaschev, Michael (2020) Boolean Role Inclusions in DL-Lite with and without time. In: Calvanese, D. and Erdem, E. and Thielscher, M. (eds.) Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning (KR 2020). California, U.S.: IJCAI Organization, pp. 582-591. ISBN 9780999241172.

L

Lee, S.J. and Yoo, Paul D. and Asyhari, T.A. and Jhi, Y. and Chermak, L. and Yeun, C.Y. and Taha, K. (2020) IMPACT: Impersonation attack detection via edge computing using deep autoencoder and feature abstraction. IEEE Access 8 , pp. 65520-65529. ISSN 2169-3536.

Levene, Mark and Fenner, Trevor (2020) A problem in human dynamics: modelling the population density of a social space. Journal of Building Performance Simulation 13 (1), pp. 112-121. ISSN 1940-1493.

Levene, Mark and Harris, Martyn and Fenner, Trevor (2020) A two-dimensional bibliometric index reflecting both quality and quantity. Scientometrics 123 , pp. 1235-1246. ISSN 0138-9130.

Liao, L. and Maybank, Stephen J. (2020) Generalized visual information analysis via tensorial algebra. Journal of Mathematical Imaging and Vision 62 , pp. 560-584. ISSN 0924-9907.

Liu, A. and Huang, T. and Liu, X. and Xu, Y. and Ma, Y. and Chen, X. and Maybank, Stephen J. and Tao, D. (2020) Spatiotemporal attacks for embodied agents. Lecture Notes in Computer Science 12362 , pp. 122-138. ISSN 0302-9743.

Liu, R. and Peng, H. and Chen, Y. and Zhang, Dell (2020) HyperNews: simultaneous news recommendation and active-time prediction via a double-task deep neural network. In: Bessiere, C. (ed.) Proceedings of the 29th International Joint Conference on Artificial Intelligence. ijcai.org, pp. 3487-3493.

P

Papageorgiou, Georgios and Marshall, Ben (2020) Bayesian semiparametric analysis of multivariate continuous responses, with variable selection. Journal of Computational and Graphical Statistics 29 (4), pp. 896-909. ISSN 1061-8600.

Poulovassilis, Alexandra and Larsson, Nick and Candlin, Fiona and Larkin, Jamie and Ballatore, Andrea (2020) Creating a Knowledge Base to research the history of UK Museums through Rapid Application Development. ACM Journal of Computing and Cultural Heritage 12 (4), pp. 1-27. ISSN 1556-4673.

Price, H. and Lawson-Tancred, Hugh (2020) Salvation by gibberish. Discussion Paper. Birkbeck Institute for Data Analytics, London, UK. (Unpublished)

Pymar, Richard and Hermon, J. (2020) The exclusion process mixes (almost) faster than independent particles. Annals of Probability 48 (6), pp. 3077-3123. ISSN 0091-1798.

Q

Qiu, J. and Wang, X. and Maybank, Stephen J. and Tao, D. (2020) World from blur. IEEE Computer Society Conference on Computer Vision and Pattern Recognition , ISSN 1063-6919.

S

Singh, Manni and Weston, David and Levene, Mark (2020) Supervised phrase-boundary embeddings. In: Berthold, M.R. and Feelders, A. and Krempl, G. (eds.) Advances in Intelligent Data Analysis XVIII. Lecture Notes in Computer Science 12080. Springer, pp. 470-482. ISBN 9783030445836.

Slattery, P. and Finnegan, P. and Vidgen, Richard (2020) Persuasion: an analysis and common frame of reference for IS research. Communications of the Association for Information Systems 46 , ISSN 1529-3181.

Stephenson, D. and Alexander, R. and Aggarwal, V. and Badawy, R. and Bain, L. and Bhatnagar, R. and Bloem, B.R. and Boroojerdi, B. and Burton, J. and Cedarbaum, J.M. and Cosman, J. and Dexter, D.T. and Dockendorf, M. and Dorsey, E.R. and Dowling, A.V. and Evers, L.J.W. and Fisher, K. and Frasier, M. and Garcia-Gancedo, L. and Goldsack, J.C. and Hill, D. and Hitchcock, J. and Hu, M.T. and Lawton, M.P. and Lee, S.J. and Lindemann, M. and Marek, K. and Mehrotra, N. and Meinders, M.J. and Minchik, M. and Oliva, L. and Romero, K. and Roussos, George and Rubens, R. and Sadar, S. and Scheeren, J. and Sengoku, E. and Simuni, T. and Stebbins, G. and Taylor, K.I. and Yang, B. and Zach, N. (2020) Precompetitive consensus building to facilitate the use of digital health technologies to support Parkinson Disease drug development through regulatory science. Digital Biomarkers 4 (S1), pp. 28-49. ISSN 2504-110X.

T

Taha, K. and Yoo, Paul D. (2020) An effective disease risk indicator tool. 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) , ISSN 2694-0604.

Tian, Z. and Zhang, H. and Chen, Y. and Zhang, Dell (2020) Unsupervised Hashing based on the Recovery of Subspace Structures. Pattern Recognition 103 , p. 107261. ISSN 0031-3203.

W

Wan, Cen and Freitas, A. (2020) Hierarchical dependency constrained averaged one-dependence estimators classifiers for hierarchical feature spaces. In: The 10th International Conference on Probabilistic Graphical Models, 23-25 September 2020, Aalborg, Denmark. (Unpublished)

Wan, Cen and Jones, D.T. (2020) Protein function prediction is improved by creating synthetic feature samples with generative adversarial networks. Nature Machine Intelligence 2 , pp. 540-550. ISSN 2522-5839.

Wang, Y.-H. and Li, Z.-N. and Xu, J.W. and Yu, P. and Chen, Taolue and Ma, X.X. (2020) Predicted robustness as QoS for Deep Neural Network Models. Journal of Computer Science and Technology 35 (5), pp. 999-1015. ISSN 1000-9000.

Whitaker, J. and Brooms, Anthony C. (2020) Statistics. In: Bessant, R. and Birns, J. and Ford, C. (eds.) Medicine for MRCP. Oxford Specialty Training: Revision Texts. Oxford, UK: Oxford University Press, pp. 857-879. ISBN 9780198779506.

X

Xiao, G. and Lanti, D. and Kontchakov, Roman and Komla-Ebri, S. and Güzel-Kalaycı, E. and Ding, L. and Corman, J. and Cogrel, B. and Calvanese, D. and Botoeva, E. (2020) The virtual knowledge graph system Ontop. In: Pan, J.Z. and Tamma, V. and d’Amato, C. and Janowicz, K. and Fu, B. and Polleres, A. and Seneviratne, O. and Kagal, L. (eds.) The Semantic Web - ISWC 2020 - 19th International Semantic Web Conference, Part II. Lecture Notes in Computer Science 12507. Springer, pp. 259-277.

Y

Yang, H. and Yuan, C. and Zhang, L. and Sun, Y. and Hu, W. and Maybank, Stephen J. (2020) STA-CNN: convolutional spatial-temporal attention learning for action recognition. IEEE Transactions on Image Processing 29 , pp. 5783-5793. ISSN 1057-7149.

Z

Zhou, Y. and Han, Tingting and Chen, Taolue and Zhou, S. (2020) Probabilistic analysis of QoS-aware service composition with Explicit Environment Models. IET Software 14 (1), pp. 59-71. ISSN 1751-8806.