Article

Adedoyin-Olowe, M., Gaber, M. M., Dancausa, C., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and Gomes, J. B. (2016) A rule dynamics approach to event detection in Twitter with its application to sports and politics. Expert Systems with Applications, 55. pp. 351-360. ISSN 0957-4174 doi: https://doi.org/10.1016/j.eswa.2016.02.028

Al-Azawei, A., Parslow, P. and Lundqvist, K. (2016) Barriers and opportunities of e-learning implementation in Iraq: a case of public universities. The International Review of Research in Open and Distributed Learning, 17 (5). pp. 126-146. ISSN 1492-3831 doi: https://doi.org/10.19173/irrodl.v17i5.2501

Alsultan, A., Warwick, K. and Wei, H. ORCID: https://orcid.org/0000-0002-9664-5748 (2016) Free-text keystroke dynamics authentication for Arabic language. IET Biometrics, 5 (3). pp. 164-169. ISSN 2047-4938 doi: https://doi.org/10.1049/iet-bmt.2015.0101

Chen, H., Gong, Y. and Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 (2016) A new adaptive multiple modelling approach for non-linear and non-stationary systems. International Journal of Systems Science, 47 (9). pp. 2100-2110. ISSN 0020-7721 doi: https://doi.org/10.1080/00207721.2014.973926

Chen, H., Gong, Y., Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 and Chen, S. (2016) A fast adaptive tunable RBF network for nonstationary systems. IEEE Transactions on Cybernetics, 46 (12). pp. 2683-2692. ISSN 2168-2267 doi: https://doi.org/10.1109/TCYB.2015.2484378

Dolz, M. F., Kunkel, J., Chasapis, K. and Catalán, S. (2016) An analytical methodology to derive power models based on hardware and software metrics. Computer Science - Research and Development, 31 (4). pp. 165-174. ISSN 1865-2034 doi: https://doi.org/10.1007/s00450-015-0298-8

Fieber, K. D., Davenport, I. J., Ferryman, J. M., Gurney, R. J., Becerra, V. M., Walker, J. P. and Hacker, J. M. (2016) CHP toolkit: case study of LAIe sensitivity to discontinuity of canopy cover in fruit plantations. IEEE Transactions on Geoscience and Remote Sensing, 54 (9). pp. 5071-5080. ISSN 0196-2892 doi: https://doi.org/10.1109/TGRS.2016.2550623

Fu, Y., Gao, J., Tien, D., Lin, Z. and Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 (2016) Tensor LRR and sparse coding-based subspace clustering. IEEE Transactions on Neural Networks and Learning Systems, 27 (10). pp. 2120-2133. ISSN 2162-237X doi: https://doi.org/10.1109/TNNLS.2016.2553155

Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298, Chen, S. and Becerra, V. (2016) Sparse density estimator with tunable kernels. Neurocomputing, 173 (3). pp. 1976-1982. ISSN 0925-2312 doi: https://doi.org/10.1016/j.neucom.2015.08.021

Kuhn, M., Kunkel, J. M. and Ludwig, T. (2016) Data compression for climate data. Supercomputing Frontiers and Innovations, 3 (1). pp. 75-94. ISSN 2313-8734 doi: https://doi.org/10.14529/jsfi160105

Kunkel, J. M. (2016) Analyzing data properties using statistical sampling: illustrated on scientific file formats. Supercomputing Frontiers and Innovations, 3 (3). pp. 34-39. ISSN 2409-6008 doi: https://doi.org/10.14529/jsfi160304

Lester, M. ORCID: https://orcid.org/0000-0002-2323-1771, Ong, L. and Schäfer, M. (2016) Information flow analysis for a dynamically typed language with staged metaprogramming. Journal of Computer Security, 24 (5). pp. 541-582. ISSN 0926-227X doi: https://doi.org/10.3233/JCS-160557

Nawaz, T., Rinner, B. and Ferryman, J. (2016) User-centric, embedded vision-based human monitoring: a concept and a healthcare use case. ICDSC '16 Proceedings of the 10th International Conference on Distributed Smart Camera. pp. 25-30. doi: https://doi.org/10.1145/2967413.2967422 (ISBN: 9781450347860)

Nurhaida, I., Wei, H. ORCID: https://orcid.org/0000-0002-9664-5748, Zen, R. A. M., Manurung, R. and Arymurthy, A. M. (2016) Texture fusion for batik motif retrieval system. International Journal of Electrical and Computer Engineering (IJECE), 6 (6). pp. 3174-3187. ISSN 2088-8708 doi: https://doi.org/10.11591/ijece.v6i6.12049

Schmidt, J. F. and Kunkel, J. M. (2016) Predicting I/O performance in HPC using artificial neural networks. Supercomputing Frontiers and Innovations, 3 (3). pp. 19-33. ISSN 2313-8734 doi: https://doi.org/10.14529/jsfi160303

Sun, L., Liu, K., Jambari, D. I. and Michell, V. (2016) Evaluating business value of IT towards optimisation of the application portfolio. Enterprise Information Systems, 10 (4). pp. 378-399. ISSN 1751-7575 doi: https://doi.org/10.1080/17517575.2014.939106

Sun, Y., Gao, J., Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298, Mishra, B. and Yin, B. (2016) Heterogeneous tensor decomposition for clustering via manifold optimization. IEEE Transactions on Pattern Analysis and Machine Intelligence, 38 (3). pp. 476-489. ISSN 0162-8828 doi: https://doi.org/10.1109/TPAMI.2015.2465901

Thorne, T. (2016) NetDiff – Bayesian model selection for differential gene regulatory network inference. Scientific Reports, 6 (1). 39224. ISSN 2045-2322 doi: https://doi.org/10.1038/srep39224

Wild, P., Radu, P., Chen, L. and Ferryman, J. (2016) Robust multimodal face and fingerprint fusion in the presence of spoofing attacks. Pattern Recognition, 50. pp. 17-25. ISSN 0031-3203 doi: https://doi.org/10.1016/j.patcog.2015.08.007

Wild, P., Hofbauer, H., Ferryman, J. and Uhl, A. (2016) Quality-based iris segmentation-level fusion. EURASIP Journal on Information Security, 2016. 25. ISSN 1687-417X doi: https://doi.org/10.1186/s13635-016-0048-x

Wu, F., Wang, X., Wei, H. ORCID: https://orcid.org/0000-0002-9664-5748, Liu, J., Liu, F. and Yang, J. (2016) Panoramic mosaics from Chang’E-3 PCAM images at Point A. Remote Sensing, 8 (10). 812. ISSN 2072-4292 doi: https://doi.org/10.3390/rs8100812

Book or Report Section

Aplin, K. L., Bennett, A. J., Harrison, R. G. and Houghton, I. M. P. (2016) Electrostatics and in situ sampling of volcanic plumes. In: Mackie, S., Cashman, K., Ricketts, H., Rust, A. and Watson, M. (eds.) Volcanic Ash. Elsevier, pp. 99-113. ISBN 9780081004050 doi: https://doi.org/10.1016/B978-0-08-100405-0.00010-0

Kunkel, J. M. (2016) Analyzing data properties using statistical sampling techniques – illustrated on scientific file formats and compression features. In: Taufer, M., Mohr, B. and Kunkel, J. (eds.) High Performance Computing. Lecture Notes in Computer Science, 9945. Springer, Cham, pp. 130-141. ISBN 9783319460796 doi: https://doi.org/10.1007/978-3-319-46079-6_10

Wrench, C., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203, Di Fatta, G., Karthikeyan, V. and Nauck, D. D. (2016) Data stream mining of event and complex event streams: a survey of existing and future technologies and applications in big data. In: Atzmueller, M., Oussena, S. and Roth-Berghofer, T. (eds.) Enterprise Big Data Engineering, Analytics, and Management. IGI Global, pp. 24-47. ISBN 9781522502937 doi: https://doi.org/10.4018/978-1-5225-0293-7

Conference or Workshop Item

Abdelwahab, S., Ojha, V. ORCID: https://orcid.org/0000-0002-9256-1192 and Abraham, A. (2016) Neuro-fuzzy risk prediction model for computational grids. In: Proceedings of the Second International Afro-European Conference for Industrial Advancement AECIA 2015, Sep 9, 2015 - Sep 11, 2015, Paris - Villejuif, France, pp. 127-136. doi: https://doi.org/10.1007/978-3-319-29504-6_13

Almutairi, M., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203, Jennings, M., Le, T. and Bramer, M. (2016) Towards expressive modular rule induction for numerical attributes. In: Thirty-sixth SGAI International Conference on Artificial Intelligence, 13-15 DECEMBER 2016, Cambridge, UK, pp. 229-235.

Andersson, M., Johansson, R., Stenborg, K.-G., Forsgren, R., Cane, T., Taberski, G., Patino, L. ORCID: https://orcid.org/0000-0002-6716-0629 and Ferryman, J. (2016) The IPATCH system for maritime surveillance and piracy threat classification. In: 2016 European Intelligence and Security Informatics Conference (EISIC), 17-19 Aug 2016, Uppsala, Sweden, p. 200. doi: https://doi.org/10.1109/EISIC.2016.054

Ayiad, M., Katti, A. and Di Fatta, G. (2016) Agreement in epidemic information dissemination. In: International Conference on Internet and Distributed Computing Systems, 28-30 Sept 2016, Wuhan, China, pp. 95-106. doi: https://doi.org/10.1007/978-3-319-45940-0_9

Badii, A., Bagnoli, F., Balazs, B., Castellani, T., D'Orazio, D., Ferri, F., Grifoni, P., Pacini, G., Serban, O. and Valente, A. (2016) Collective awareness platforms and digital social innovation mediating consensus seeking in problem situations. In: International Conference on Internet Science, 12-14 Sep 2016, Florence, Italy, pp. 55-65. doi: https://doi.org/10.1007/978-3-319-45982-0_5

Basterrech, S. and Ojha, V. ORCID: https://orcid.org/0000-0002-9256-1192 (2016) Temporal learning using echo state network for human activity recognition. In: 2016 Third European Network Intelligence Conference (ENIC), 5-7 Sep 2016, Wrocław, Poland, pp. 217-223. doi: https://doi.org/10.1109/ENIC.2016.039

Biresaw, T. A., Nawaz, T., Ferryman, J. and Dell, A. I. (2016) ViTBAT: video tracking and behavior annotation tool. In: 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 23-26 Aug. 2016, Colorado Springs, USA, pp. 295-301.

Cane, T. and Ferryman, J. (2016) Saliency-based detection for maritime object tracking. In: IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 26 June-1 July 2016, Las Vegas, USA, pp. 1257-1264.

Chen, S., Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298, Khalaf, E., Alsaadi, F. E. and Harris, C. J. (2016) Complex-valued B-spline neural network and its application to iterative frequency-domain decision feedback equalization for Hammerstein communication systems. In: IJCNN 2016, 25-29, July, 2016, Vancouver.

Hammoodi, M., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and Tennant, M. (2016) Towards online concept drift detection with feature selection for data stream classification. In: 22nd European Conference on Artificial Intelligence, 29th August - 2nd September, The Hague, Holland, pp. 1549-1550.

Hawkins, G., Sherwood, R., Djotni, K. and Threadgold, T. (2016) Cooled optical filters for Q-band infrared astronomy (15-40 μm). In: Advances in Optical and Mechanical Technologies for Telescopes and Instrumentation (Conference 9912), Coatings, Filters and Gratings [9912-110], 26 Jun - 01 Jul 2016, Edinburgh, United Kingdom. doi: https://doi.org/10.1117/12.2231669

Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 and Gao, J. (2016) Manifold optimization for nonnegative coefficient logistic regression. In: IJCNN 2016, 25-29, July, 2016, Vancouver.

Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 and Junbin, G. (2016) A fast algorithm to estimate the square root of probability density function. In: AI2016, Thirty-sixth SGAI International Conference on Artificial Intelligence,, Dec,13-15, 2016, Cambridge.

Mitchell, R. (2016) Introducing control in an open online course. In: 2016 UKACC 11th International Conference on Control, 31 Aug - 2 Sep 2016, Belfast. (ISBN: 9781467398916)

Ojha, V. ORCID: https://orcid.org/0000-0002-9256-1192, Abraham, A. and Snasel, V. (2016) Ensemble of heterogeneous flexible neural tree for the approximation and feature-selection of Poly (Lactic-co-glycolic Acid) micro-and nanoparticle. In: Proceedings of the Second International Afro-European Conference for Industrial Advancement AECIA 2015, Sep 9, 2015 - Sep 11, 2015, Paris - Villejuif, France, pp. 155-165. doi: https://doi.org/10.1007/978-3-319-29504-6_16

Ojha, V. ORCID: https://orcid.org/0000-0002-9256-1192, Abraham, A. and Snasel, V. (2016) Metaheuristic tuning of type-II fuzzy inference systems for data mining. In: 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 25-29 Jul 2016, Vancouver, Canada, pp. 610-617. doi: https://doi.org/10.1109/FUZZ-IEEE.2016.7737743

Patino, L. ORCID: https://orcid.org/0000-0002-6716-0629 and Ferryman, J. (2016) Detecting threat behaviours. In: 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), August 23-26, 2016, Colorado Springs, US, pp. 88-94.

Patino, L. ORCID: https://orcid.org/0000-0002-6716-0629 and Ferryman, J. (2016) Semantic modelling for behaviour characterisation and threat detection. In: IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 26 June-1 July 2016, Las Vegas, USA, pp. 1282-1288.

Patino, L. ORCID: https://orcid.org/0000-0002-6716-0629, Cane, T., Vallee, A. and Ferryman, J. (2016) PETS 2016: dataset and challenge. In: IEEE Cnference on Computer Vision and Pattern Recognition Workshops (CVPRW), 26 June-1 July 2016, Las Vegas, USA, pp. 1240-1247.

Sequeira, A., Chen, L., Ferryman, J., Alonso-Fernandez, F., Bigun, J., Raja, K., R., R., Christoph, B. and Peter, W. (2016) Cross-eyed - cross-spectral iris/periocular recognition database and competition. In: 2016 International Conference of the Biometrics Special Interest Group (BIOSIG), 21-23 Sept. 2016, Darmstadt, Germany.

Sequeira, A. F., Thavalengal, S., Ferryman, J., Corcoran, P. and Jaime, C. S. (2016) A realistic evaluation of iris presentation attack detection. In: 39th International Conference on Telecommunications and Signal Processing (TSP), 27-29 June 2016, Vienna, Austria, pp. 660-664.

Valle, L.H.C.N., Mitchell, R. and Dimitriadi, Y. (2016) A proposal for using cybernetics science approach to understand cognitive development of critical thinking skills in students. In: VII Congresso Mundial de Estilos de Aprendizagem, 4 - 6 Jul 2016, Bragança, Portugal.

Wattanapanich, C. and Wei, H. ORCID: https://orcid.org/0000-0002-9664-5748 (2016) Investigation of gait representations in lower knee gait recognition. In: 5th International Conference on Pattern Recognition Applications and Methods, 24-26 February 2016, Rome, Italy.

Wrench, C., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203, Le, T., Di Fatta, G., Karthikeyan, V. and Nauck, D. (2016) A method of rule induction for predicting and describing future alarms in a telecommunication network. In: Thirty-sixth SGAI International Conference on Artificial Intelligence, 13-15 December 2016, Cambridge, UK, pp. 309-323.

Zjavka, L., Snásel, V., Ojha, V. ORCID: https://orcid.org/0000-0002-9256-1192 and Pedrycz, W. (2016) A substitution of the general partial differential equation with extended polynomial networks. In: International Joint Conference on Neural Networks (IJCNN), 25-29 Jul 2016, Vancouver, Canada, pp. 4819-4826. doi: https://doi.org/10.1109/IJCNN.2016.7727833

dos Reis, T. S. and Anderson, J. A. D. W. (2016) Transcomplex topology and elementary functions. In: Proceedings of the World Congress on Engineering 2016, June 29 - July 1, London, pp. 164-169. (Vol 1)

Book

Baranauskas, M. C. C., Liu, K., Sun, L., Neris, V. P. d. A., Bonacin, R. and Nakata, K. ORCID: https://orcid.org/0000-0002-7986-6012, eds. (2016) Socially aware organisations and technologies: impact and challenges. Springer. ISBN 9783319421018

Thesis

Badrul, N. A. B. (2016) Analysis of obligatory disclosure regarding individual’s privacy. PhD thesis, University of Reading.

Katti, A. (2016) Epidemic failure detection and consensus for message passing interface (MPI). PhD thesis, University of Reading.

Otto, F. (2016) Exploring social collaborative e-learning in higher education: a study of two universities in Uganda. PhD thesis, University of Reading.

Patent

Schlumberger Holdings Limited; University of Reading (2016) Temperature invariant infrared filter. .