Article

Alsultan, A., Warwick, K. and Wei, H. ORCID: https://orcid.org/0000-0002-9664-5748 (2017) Non-conventional keystroke dynamics for user authentication. Pattern Recognition Letters, 89 (1). pp. 53-59. ISSN 0167-8655 doi: https://doi.org/10.1016/j.patrec.2017.02.010

Chen, S., Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298, Khalaf, E. F., Alsaadi, F. E. and Harris, C. J. (2017) Comparative performance of complex-valued B-spline and polynomial models applied to iterative frequency-domain decision feedback equalization of Hammerstein channels. IEEE Transactions on Neural Networks and Learning Systems, 28 (12). pp. 2872-2884. ISSN 2162-237X doi: https://doi.org/10.1109/TNNLS.2016.2609001

Chen, S., Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298, Khalaf, E. F., Morfeq, A., Alotaibi, N. D. and Harris, C. J. (2017) Single-carrier frequency-domain equalization with hybrid decision feedback equalizer for Hammerstein channels containing nonlinear transmit amplifier. IEEE Transactions on Wireless Communications, 16 (5). pp. 3341-3354. ISSN 1536-1276 doi: https://doi.org/10.1109/TWC.2017.2681083

Haworth, G. ORCID: https://orcid.org/0000-0001-9896-1448 (2017) Chess endgame news. ICGA Journal, 39 (2). p. 172. ISSN 1389-6911

Haworth, G. ORCID: https://orcid.org/0000-0001-9896-1448 (2017) Understanding Rook Endgames. ICGA Journal, 39 (2). pp. 145-150. ISSN 1389-6911

Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 and Chen, S. (2017) Recursive least squares semi-blind beamforming for MIMO using decision directed adaptation and constant modulus criterion. International Journal of Automation and Computing, 14 (4). pp. 442-449. ISSN 1476-8186 doi: https://doi.org/10.1007/s11633-017-1087-6

Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298, Chen, S., Guo, Y. and Gao, J. (2017) l1-norm penalized orthogonal forward regression. International Journal of Systems Science, 48 (10). pp. 2195-2201. ISSN 0020-7721 doi: https://doi.org/10.1080/00207721.2017.1311383

Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298, Gao, J. and Chen, S. (2017) Zero attracting recursive least squares algorithms. IEEE Transactions on Vehicular Technology, 66 (1). 213 -221. ISSN 0018-9545 doi: https://doi.org/10.1109/TVT.2016.2533664

Jumah, N., Kunkel, J. M., Zängl, G., Yashiro, H., Dubos, T. and Meurdesoif, T. (2017) GGDML: icosahedral models language extensions. Journal of Computer Science Technology Updates, 4 (1). pp. 1-10. ISSN 2410-2938 doi: https://doi.org/10.15379/2410-2938.2017.04.01.01

Krabbenbos, J., van den Herik, J. and Haworth, G. ORCID: https://orcid.org/0000-0001-9896-1448 (2017) WCCC 2016: the 22nd World Computer Chess Championship. ICGA Journal, 39 (1). pp. 47-59. ISSN 1389-6911 doi: https://doi.org/10.3233/ICG-170014

Krabbenbos, J., van den Herik, J. and Haworth, G. ORCID: https://orcid.org/0000-0001-9896-1448 (2017) WCSC 2016: the 6th World Chess Software Championship. ICGA Journal, 39 (2). pp. 151-159. ISSN 1389-6911 doi: https://doi.org/10.3233/ICG-170013

Krabbenbos, J., van den Herik, J. and Haworth, G. ORCID: https://orcid.org/0000-0001-9896-1448 (2017) WSCC 2016: the World Speed Computer Chess Championship. ICGA Journal, 39 (2). pp. 160-162. ISSN 1389-6911

Kunkel, J. M., Novikova, A. and Betke, E. (2017) Towards decoupling the selection of compression algorithms from quality constraints – an investigation of lossy compression efficiency. Supercomputing Frontiers and Innovations, 4 (4). pp. 17-33. ISSN 2313-8734 doi: https://doi.org/10.14529/jsfi170402

Le, T., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203, Gaber, M. M., Gomes, J. B. and Di Fatta, G. (2017) On expressiveness and uncertainty awareness in rule-based classification for data streams. Neurocomputing, 265. 127- 141. ISSN 0925-2312 doi: https://doi.org/10.1016/j.neucom.2017.05.081

Liu, Q. G., Huang, D., Wang, Y. H., Wei, H. ORCID: https://orcid.org/0000-0002-9664-5748 and Tang, Y. Y. (2017) Built-up area detection based on a Bayesian saliency model. International Journal of Wavelets, Multiresolution and Information Processing, 15 (3). 1750027. ISSN 1793-690X doi: https://doi.org/10.1142/S0219691317500278

Liyanagunawardena, T., Scalzavara, S. and Williams, S. (2017) Open badges: a systematic review of peer-reviewed published literature (2011-2015). European Journal of Open, Distance and E-Learning, 20 (2). pp. 1-16. ISSN 1027-5207

Nawaz, T., Berg, A., Ferryman, J., Ahlberg, J. and Felsberg, M. (2017) Effective evaluation of privacy protection techniques in visible and thermal imagery. Journal of Electronic Imaging, 26 (5). 051408. ISSN 1017-9909 doi: https://doi.org/10.1117/1.JEI.26.5.051408

Nawaz, T., Ellis, A. and Ferryman, J. (2017) A method for performance diagnosis and evaluation of video trackers. Signal, Image and Video Processing, 11 (7). pp. 1287-1295. ISSN 1863-1703 doi: https://doi.org/10.1007/s11760-017-1086-7

Ojha, V. K. ORCID: https://orcid.org/0000-0002-9256-1192, Abraham, A. and Snasel, V. (2017) Metaheuristic design of feedforward neural networks: a review of two decades of research. Engineering Applications of Artificial Intelligence, 60. pp. 97-116. ISSN 0952‐1976 doi: https://doi.org/10.1016/j.engappai.2017.01.013

Ojha, V. K. ORCID: https://orcid.org/0000-0002-9256-1192, Abraham, A. and Snásel, V. (2017) Ensemble of heterogeneous flexible neural trees using multiobjective genetic programming. Applied Soft Computing, 52. pp. 909-924. ISSN 1568-4946 doi: https://doi.org/10.1016/j.asoc.2016.09.035

Ojha, V. K. ORCID: https://orcid.org/0000-0002-9256-1192, Dutta, P. and Chaudhuri, A. (2017) Identifying hazardousness of sewer pipeline gas mixture using classification methods: a comparative study. Neural Computing and Applications, 28 (6). pp. 1343-1354. ISSN 0941-0643 doi: https://doi.org/10.1007/s00521-016-2443-0

Pavlopoulou, N., Abushwashi, A., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and Scibetta, V. (2017) A text mining framework for Big Data. Expert Update, 17 (1). ISSN 1465-4091 (Special Issue on the 1st BCS SGAI Workshop on Data Stream Mining Techniques and Applications)

Poonpakdee, P. and Di Fatta, G. (2017) Robust and efficient membership management in large-scale dynamic networks. Future Generation Computer Systems, 75. pp. 85-93. ISSN 0167-739X doi: https://doi.org/10.1016/j.future.2017.02.033

Shakir Hammoodi, M., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203, Tennant, M. and Badii, A. (2017) Towards real-time feature tracking technique using adaptive micro-clusters. Expert Update, 17 (1). ISSN 1465-4091 (Special Issue on the 1st BCS SGAI Workshop on Data Stream Mining Techniques and Applications)

Tennant, M., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203, Rana, O. and Gomes, J. B. (2017) Scalable real-time classification of data streams with concept drift. Future Generation Computer Systems, 75. pp. 187-199. ISSN 0167-739X doi: https://doi.org/10.1016/j.future.2017.03.026

Wairagkar, M., McCrindle, R., Robson, H., Meteyard, L., Sperrin, M., Smith, A. and Pugh, M. (2017) MaLT - combined motor and language therapy tool for brain injury patients using Kinect. Methods of Information in Medicine, 56 (2). pp. 127-137. ISSN 2511-705X doi: https://doi.org/10.3414/ME16-02-0015

Wu, F., Wei, H. ORCID: https://orcid.org/0000-0002-9664-5748 and Wang, X. (2017) Correction of image radial distortion based on division model. Optical Engineering, 56 (1). 013108. ISSN 1560-2303 doi: https://doi.org/10.1117/1.OE.56.1.013108

Wu, J., Meng, Q., Deng, S., Huang, H., Wu, Y. and Badii, A. (2017) Generic, network schema agnostic sparse tensor factorization for single-pass clustering of heterogeneous information networks. PLoS ONE, 12 (2). e0172323. ISSN 1932-6203 doi: https://doi.org/10.1371/journal.pone.0172323

Yang, J., Wang, H., Lu, W., Li, B., Badii, A. and Meng, Q. (2017) A no-reference optical flow-based quality evaluator for stereoscopic videos in curvelet domain. Information Sciences, 414. pp. 133-146. ISSN 0020-0255 doi: https://doi.org/10.1016/j.ins.2017.05.051

van der Schaaf, M., Donkers, J., Slof, B., Moonen-van Loon, J., van Tartwijk, J., Driessen, E., Badii, A., Serban, O. and Ten Cate, O. (2017) Improving workplace-based assessment and feedback by an E-portfolio enhanced with learning analytics. Educational Technology Research and Development, 65 (2). pp. 359-380. ISSN 1556-6501 doi: https://doi.org/10.1007/s11423-016-9496-8

Book or Report Section

Almutairi, M., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and Bramer, M. (2017) Improving modular classification rule induction with G-Prism using dynamic rule term boundaries. In: Bramer, M. and Petridis, M. (eds.) Artificial Intelligence XXXIV. Lecture Notes in Computer Science (10630). Springer, pp. 115-128. ISBN 9783319710785 doi: https://doi.org/10.1007/978-3-319-71078-5_9

Kunkel, J. and Betke, E. (2017) An MPI-IO In-Memory driver for non-volatile pooled memory of the Kove XPD. In: Kunkel, J., Yokota, R., Taufer, M. and Shalf, J. (eds.) High Performance Computing. Lecture Notes in Computer Science, 10524 (10524). Springer, Cham, pp. 679-690. ISBN 9783319676296 doi: https://doi.org/10.1007/978-3-319-67630-2_48

Kunkel, J., Novikova, A., Betke, E. and Schaare, A. (2017) Toward decoupling the selection of compression algorithms from quality constraints. In: Kunkel, J. M., Yokota, R., Taufer, M. and Shalf, J. (eds.) High Performance Computing. Lecture Notes in Computer Science (10524). Springer, pp. 3-14. ISBN 9783319676296 doi: https://doi.org/10.1007/978-3-319-67630-2_1

Liyanagunawardena, T. R., Parslow, P. and Williams, S. A. (2017) Exploring ‘success’ in MOOCs: participants’ perspective. In: Bennett, R. and Kent, M. (eds.) Massive open online courses and higher education: what went right, what went wrong and where to next? Routledge, London, pp. 92-108. ISBN 9781472481986

Luettgau, J. and Kunkel, J. (2017) Simulation of hierarchical storage systems for TCO and QoS. In: Kunkel, J., Yokota, R., Taufer, M. and Shalf, J. (eds.) High Performance Computing. Lecture Notes in Computer Science, 10524 (10524). Springer, Cham, pp. 132-144. ISBN 9783319676296 doi: https://doi.org/10.1007/978-3-319-67630-2_12

Torres, R., Kunkel, J. M., Dolz, M. F. and Ludwig, T. (2017) A novel string representation and kernel function for the comparison of I/O access patterns. In: Malyshkin, V. (ed.) Parallel Computing Technologies: 14th International Conference, PaCT 2017, Nizhny Novgorod, Russia, September 4-8, 2017, Proceedings. Lecture Notes in Computer Science, 10421 (10421 2017). Springer, Cham, pp. 500-512. ISBN 9783319629315 doi: https://doi.org/10.1007/978-3-319-62932-2_48

Wild, P., Hofbauer, H., Ferryman, J. and Uhl, A. (2017) Robust iris image segmentation. In: Rathgeb, C. and Busch, C. (eds.) Iris and periocular biometric recognition. IET Book Series on Advances in Biometrics. The Institution of Engineering and Technology, London, pp. 57-82. ISBN 9781785611681

Conference or Workshop Item

AbdAziz, A., Wei, H. ORCID: https://orcid.org/0000-0002-9664-5748 and Ferryman, J. (2017) Face anti-spoofing countermeasure: efficient 2D materials classification using polarization imaging. In: 5th International Workshop on Biometrics and Forensics, 4-5 Apr 2017, Coventry, UK.

Badii, A., Faulkner, R., Raval, R., Glackin, C. and Chollet, G. (2017) Accelerated encryption algorithms for secure storage and processing in the cloud. In: 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 22-24 May 2017, Fez, Morocco, pp. 1-6. doi: https://doi.org/10.1109/ATSIP.2017.8075572

Boyle, J. ORCID: https://orcid.org/0000-0002-5785-8046, Nawaz, T. and Ferryman, J. (2017) Deep trajectory representation-based clustering for motion pattern extraction in videos. In: 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 29 Aug.-1 Sept. 2017, Lecce, Italy.

Le, T., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203, Wrench, C. and Gaber, M. M. (2017) A statistical learning method to fast generalised rule induction directly from raw measurements. In: 2016 15th IEEE International Conference on Machine Learning and Applications (ICMLA), 18-20 Dec 2016, Anaheim, California, USA, pp. 935-938.

Patino, L. ORCID: https://orcid.org/0000-0002-6716-0629 and Ferryman, J. (2017) Loitering behaviour detection of boats at sea. In: IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 26 July 2017, Honolulu, HI, USA.

Patino, L. ORCID: https://orcid.org/0000-0002-6716-0629, Nawaz, T., Cane, T. and Ferryman, J. (2017) PETS 2017: dataset and challenge. In: IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 26 July 2017, Honolulu, HI, USA. doi: https://doi.org/10.1109/CVPRW.2017.264

Sequeira, A., Chen, L., Ferryman, J., Wild, P., Alonso-Fernandez, F., Bigun, J., Raja, K., Raghavendra, R., Busch, C., de Freitas Pereira, T., Marcel, S., Sangeeta Behera, S., Gour, M. and Kanhangad, V. (2017) Cross-Eyed 2017: Cross-Spectral Iris/Periocular Recognition Competition. In: IJCB 2017: International Joint Conference on Biometrics, October 1-4, 2017, Denver, CO.

Book

Ochoa, S. F., Fortino, G. and Di Fatta, G., eds. (2017) Cyber-physical systems, internet of things and big data. Future Generation Computer Systems, 75. Elsevier, pp. 82-84. doi: https://doi.org/10.1016/j.future.2017.05.040

Thesis

Abbo, D. (2017) The analysis of cyber security: the extended Cartesian method approach with innovative study models. PhD thesis, University of Reading.

Abd Aziz, A. Z. B. (2017) Vision-based spoofing face detection using polarised light. PhD thesis, University of Reading.

Al-Azawei, A. H. S. (2017) Modelling e-learning adoption: the influence of learning style and universal learning theories. PhD thesis, University of Reading.

Anwer, M. S. (2017) Improving TCP behaviour to non-invasively share spectrum with safety messages in VANET. PhD thesis, University of Reading.

Nath, R. (2017) Sparse hierarchical models of vision. PhD thesis, University of Reading.

Vizcaino, N. (2017) Software evolution: hypergraph based model of solution space andhmeta-search. PhD thesis, University of Reading.