Article

Al-Azawei, A., Parslow, P. and Lundqvist, K. (2015) A psychometric analysis of reliability and validity of the index of learning styles (ILS). International Journal of Psychological Studies, 7 (3). pp. 46-57. ISSN 1918-722X doi: https://doi.org/10.5539/ijps.v7n3p46

Bowen, J. W., Owen, T., Jackson, J. B., Walker, G. C., Roberts, J. F., Martos-Levif, D., Lascourrèges, P., Giovannacci, D. and Detalle, V. (2015) Cyclododecane as a contrast improving substance for the terahertz imaging of artworks. IEEE Transactions on Terahertz Science and Technology, 5 (6). pp. 1005-1011. ISSN 2156-342X doi: https://doi.org/10.1109/TTHZ.2015.2476666

Bron, E. E., Smits, M., van der Flier, W. M., Vrenken, H., Barkhof, F., Scheltens, P., Papma, J. M., Steketee, R. M.E., Orellana, C. M., Meijboom, R., Pinto, M., Meireles, J. R., Garrett, C., Bastos-Leite, A. J., Abdulkadir, A., Ronneberger, O., Amoroso, N., Bellotti, R., Cárdenas-Peña, D., Álvarez-Meza, A. M., Dolph, C. V., Iftekharuddin, K. M., Eskildsen, S. F., Coupé, P., Fonov, V. S., Franke, K., Gaser, C., Ledig, C., Guerrero, R., Tong, T., Gray, K. R., Moradi, E., Tohka, J., Routier, A., Durrleman, S., Sarica, A., Di Fatta, G., Sensi, F., Chincarini, A., Smith, G. M., Stoyanov, Z. V., Sørensen, L., Nielsen, M., Tangaro, S., Inglese, P., Wachinger, C., Reuter, M., van Swieten, J. C., Niessen, W. J. and Klein, S. (2015) Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge. NeuroImage, 111. pp. 562-579. ISSN 1053-8119 doi: https://doi.org/10.1016/j.neuroimage.2015.01.048

Chen, S., Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298, Khalaf, E., Morfeq, A. and Alotaibi, N. D. (2015) Adaptive B-spline neural network based nonlinear equalization for high-order QAM systems with nonlinear transmit high power amplifier. Digital Signal Processing, 40. pp. 238-249. ISSN 1051-2004 doi: https://doi.org/10.1016/j.dsp.2015.02.006

Fieber, K. D., Davenport, I. J., Tanase, M. A., Ferryman, J. M., Gurney, R. J., Becerra, V. M., Walker, J. P. and Hackerf, J. M. (2015) Validation of Canopy Height Profile methodology for small-footprint full-waveform airborne LiDAR data in a discontinuous canopy environment. ISPRS Journal of Photogrammetry and Remote Sensing, 104. pp. 144-157. ISSN 0924-2716 doi: https://doi.org/10.1016/j.isprsjprs.2015.03.001

Hawkins, G. and Stolberg-Rohr, T. (2015) Determination of the embedded thermo-optical expansion coefficients of PbTe and ZnSe thin film infrared multilayers. Optics Express, 23 (12). pp. 16348-16355. ISSN 1094-4087 doi: https://doi.org/10.1364/OE.23.016348

Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 and Chen, S. (2015) Elastic net orthogonal forward regression. Neurocomputing, 148. pp. 551-560. ISSN 0925-2312 doi: https://doi.org/10.1016/j.neucom.2014.07.008

Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298, Chen, S., Gao, J. and Harris, C. J. (2015) Nonlinear identification using orthogonal forward regression with nested optimal regularization. IEEE Transactions on Cybernetics, 45 (12). pp. 2925-2936. ISSN 2168-2267 doi: https://doi.org/10.1109/TCYB.2015.2389524

Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298, Gao, J., Chen, S. and Zia, T. (2015) Sparse density estimation on the multinomial manifold. IEEE Transactions on Neural Networks and Learning Systems, 26 (11). pp. 2972-2977. ISSN 2162-237X doi: https://doi.org/10.1109/TNNLS.2015.2389273

Kunkel, J. M., Aguilera, A., Hübbe, N., Wiedemann, M. and Zimmer, M. (2015) Monitoring energy consumption with SIOX. Computer Science - Research and Development, 30 (2). pp. 125-133. ISSN 1865-2034 doi: https://doi.org/10.1007/s00450-014-0271-y

Liyanagunawardena, T. and Williams, S. (2015) Massive Open Online Courses and perspectives from learners in developing countries. VISTAS Journal, 9. pp. 19-37.

Liyanagunawardena, T. R., Lundqvist, K. O. and Williams, S. A. (2015) Massive Open Online Courses and economic sustainability. European Journal of Open, Distance and e-Learning, 18 (2). pp. 95-111. ISSN 1027-5207 doi: https://doi.org/10.1515/eurodl-2015-0015

Ojha, V. K. ORCID: https://orcid.org/0000-0002-9256-1192, Jackowski, K., Abraham, A. and Snásel, V. (2015) Dimensionality reduction, and function approximation of poly (lactic-co-glycolic acid) micro-and nanoparticle dissolution rate. International Journal of Nanomedicine, 10 (1). pp. 1119-1129. ISSN 1178-2013 doi: https://doi.org/10.2147/IJN.S71847

Ramadan, B., Christen, P., Liang, H. and Gayler, R. W. (2015) Dynamic sorted neighborhood indexing for real-time entity resolution. Journal of Data and Information Quality, 6 (4). 15. ISSN 1936-1955 doi: https://doi.org/10.1145/2816821

Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203, May, D., Mills, H., Bramer, M. and Gaber, M. M. (2015) A scalable expressive ensemble learning using Random Prism: a MapReduce approach. Transactions on Large-Scale Data- and Knowledge-Centered Systems, 9070. pp. 90-107. doi: https://doi.org/10.1007/978-3-662-46703-9_4 (LNCS)

Stolberg-Rohr, T. and Hawkins, G. J. (2015) Spectral design of temperature-invariant narrow bandpass filters for the mid-infrared. Optics Express, 23 (1). pp. 580-596. ISSN 1094-4087 doi: https://doi.org/10.1364/OE.23.000580

Thorne, T. (2015) Empirical likelihood tests for nonparametric detection of differential expression from RNA-seq data. Statistical Applications in Genetics and Molecular Biology, 14 (6). pp. 575-583. ISSN 2194-6302 doi: https://doi.org/10.1515/sagmb-2015-0095

Vizcaino, N. and Manjunathaiah, M. (2015) Software evolution: a graph based model. Lecture notes on software engineering, 3 (3). pp. 164-167. ISSN 2301-3559 doi: https://doi.org/10.7763/LNSE.2015.V3.183

Wang, Q., Cui, M. and Liang, H. (2015) Semantic-aware blocking for entity resolution. IEEE Transactions on Knowledge and Data Engineering, 28 (1). pp. 166-180. ISSN 1558-2191 doi: https://doi.org/10.1109/TKDE.2015.2468711

Wang, X., LI, Y., Wei, H. ORCID: https://orcid.org/0000-0002-9664-5748 and Liu, F. (2015) An ASIFT-based local registration method for satellite imagery. Remote Sensing, 7 (6). pp. 7044-7061. ISSN 2072-4292 doi: https://doi.org/10.3390/rs70607044

Wang, X., Li, Y., Wei, H. ORCID: https://orcid.org/0000-0002-9664-5748, Jia, G. and Liu, F. (2015) Evaluation of positioning error-induced pixel shifts on satellite linear push-broom imagery. Journal of Applied Remote Sensing, 9 (1). 095061. ISSN 1931-3195 doi: https://doi.org/10.1117/1.JRS.9.095061

Zliobaite, I., Budka, M. and Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 (2015) Towards cost-sensitive adaptation: when is it worth updating your predictive model? Neurocomputing, 150 (A). pp. 240-249. ISSN 0925-2312 doi: https://doi.org/10.1016/j.neucom.2014.05.084

dos Reis, T. S. and Anderson, J. (2015) Transreal calculus. IAENG International Journal of Applied Mathematics, 45 (1). pp. 51-63. ISSN 1992-9986

Book or Report Section

Fu, Y., Gao, J., Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 and Tien, D. (2015) Low rank representation on Riemannian manifold of symmetric positive definite matrices. In: Proceedings of the 2015 SIAM International Conference on Data Mining. SIAM, pp. 316-324. ISBN 9781611974010 doi: https://doi.org/10.1137/1.9781611974010.36

Kunkel, J., Zimmer, M. and Betke, E. (2015) Predicting performance of non-contiguous I/O with machine learning. In: Kunkel, J. M. and Ludwig, T. (eds.) High Performance Computing. Lecture Notes in Computer Science (9137). Springer, pp. 257-273. ISBN 9783319201184 doi: https://doi.org/10.1007/978-3-319-20119-1_19

Tan, C., Sun, L. and Liu, K. (2015) Big data architecture for pervasive healthcare: a literature review. In: ECIS 2015 Completed Research Papers. ECIS, Paper 117. ISBN 9783000502842

dos Reis, T. S. and Anderson, J. (2015) Transreal limits and elementary functions. In: Kim, H. K., Amouzegar, M. A. and Ao, S.-l. (eds.) Transactions on Engineering Technologies, World Congress on Engineering and Computer Science 2014. Springer Netherlands, pp. 209-225. ISBN 9789401772358 doi: https://doi.org/10.1007/978-94-017-7236-5

dos Reis, T. S. and Anderson, J. (2015) Transreal logical space of all propositions. In: Kim, H. K., Amouzegar, M. A. and Ao, S.-l. (eds.) Transactions on Engineering Technologies, World Congress on Engineering and Computer Science 2014. Springer Netherlands, pp. 227-242. doi: https://doi.org/10.1007/978-94-017-7236-5

Conference or Workshop Item

AbdAziz, A., Wei, H. ORCID: https://orcid.org/0000-0002-9664-5748 and Ferryman, J. (2015) On evaluation of depth accuracy in consumer depth sensor. In: 8th International Conference on Machine Vision, 19-21, November 2017, Barcelona, Spain.

Al Ghamdi, S., Di Fatta, G. and Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 (2015) Optimisation techniques for parallel K-Means on MapReduce. In: Proceedings of the 8th International Conference on Internet and Distributed Computing Systems - Volume 9258, pp. 193-200.

Anderson, J. (2015) Transmathematical basis of infinitely scalable pipeline machines. In: ICCS 2015 Computational Science at the Gates of Nature, pp. 1828-1837.

Boness, K. and Harrison, R. (2015) The synergies between goal sketching and enterprise architecture. In: Model Driven Requirements Engineering (MoDRE) Workshop, 24 August 2015, Ottawa, Canada.

Boyle, J. ORCID: https://orcid.org/0000-0002-5785-8046 and Ferryman, J. (2015) Vehicle subtype, make and model classification from side profile video. In: 12th IEEE International Conference on Advanced Video- and Signal-based Surveillance (AVSS2015), August 25-28, 2015, Karlsruhe, Germany, pp. 1-6.

Brown, N., Weiland, M., Hill, A., Shipway, B., Maynard, C., Allen, T. and Rezny, M. (2015) A highly scalable Met Office NERC Cloud model. In: Exascale Applications and Software Conference 2015, 21 - 23 April 2015, Edinburgh, UK, pp. 132-137.

Chen, L. and Ferryman, J. (2015) Combining 3D and 2D for less constrained periocular recognition. In: IEEE Seventh International Conference on Biometrics: Theory, Applications and Systems (BTAS2015), September 8-11, 2015, Arlington, US, pp. 1-6.

Di Fatta, G., Reade, J. ORCID: https://orcid.org/0000-0002-8610-530X, Jaworska, S. ORCID: https://orcid.org/0000-0001-7465-2245 and Nanda, A. (2015) Big social data and political sentiment: the tweet stream during the UK General Election 2015 campaign. In: The 8th IEEE International Conference on Social Computing and Networking (SocialCom 2015), Dec. 19-21, 2015, Chengdu, China.

Gomide, W., dos Reis, T. S. and Anderson, J. (2015) Transreal proof of the existence of universal possible worlds. In: Unilog 2015 - 5th World Congress and School on Universal Logic, June 25-30, 2015., Instanbul, Turkey, p. 324. (Handbook of the 5th World Congress and School on Universal Logic Instanbul, Turkey)

Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 and Gao, J. (2015) Sparse density estimation on multinomial manifold combining local component analysis. In: 2015 International Joint Conference on Neural Networks (IJCNN), 12-17, July, 2015, Killarney, Ireland.

Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 and Gong, Y. (2015) A constrained recursive least squares algorithm for adaptive combination of multiple models. In: 2015 International Joint Conference on Neural Networks (IJCNN), 12-17, July, 2015, Killarney, Ireland.

Katti, A., Di Fatta, G., Naughton, T. and Engelmann, C. (2015) Scalable and fault tolerant failure detection and consensus. In: The 22nd European MPI Users' Group Meeting (EuroMPI '15), 21-23 September 2015, Bordeaux, France, Article No. 13. doi: https://doi.org/10.1145/2802658.2802660 (ISBN 9781450337953)

Li, L., Ellis, A. and Ferryman, J. (2015) On fusion for robust motion segmentation. In: 12th IEEE International Conference on Advanced Video- and Signal-based Surveillance (AVSS2015), August 25-28, 2015, Karlsruhe, Germany, pp. 1-6.

Li, L., Nawaz, T. and Ferryman, J. (2015) PETS 2015: datasets and challenge. In: 12th IEEE International Conference on Advanced Video- and Signal-based Surveillance (AVSS2015), August 25-28, 2015, pp. 1-6.

Liang, H. and Baldwin, T. (2015) A probabilistic rating auto-encoder for personalized recommender systems. In: Conference on Information and Knowledge Management, 19-23 October, Melbourne, Australia.

Nawaz, T. and Ferryman, J. (2015) An annotation-free method for evaluating privacy protection techniques in videos. In: 12th IEEE International Conference on Advanced Video- and Signal-based Surveillance (AVSS2015), August 25-28, 2015, Karlsruhe, Germany, pp. 1-6.

Nawaz, T., Boyle, J. ORCID: https://orcid.org/0000-0002-5785-8046, Li, L. and Ferryman, J. (2015) Tracking performance evaluation on PETS 2015 Challenge datasets. In: 12th IEEE International Conference on Advanced Video- and Signal-based Surveillance (AVSS2015), 25-28 August, 2015, Karlsruhe, Germany, pp. 1-6.

Osborne, C., Cane, T., Nawaz, T. and Ferryman, J. (2015) Temporally stable feature clusters for maritime object tracking in visible and thermal imagery. In: 12th IEEE International Conference on Advanced Video- and Signal-based Surveillance (AVSS2015), August 25-28, 2015, Karlsruhe, Germany, pp. 1-6.

Patino, L. ORCID: https://orcid.org/0000-0002-6716-0629 and Ferryman, J. (2015) Meeting detection in video through semantic analysis. In: 12th IEEE International Conference on Advanced Video- and Signal-based Surveillance (AVSS2015), August 25-28, 2015, Karlsruhe, Germany, pp. 1-6.

Patino, L. ORCID: https://orcid.org/0000-0002-6716-0629 and Ferryman, J. (2015) PETS 2014: dataset and challenge. In: 11th IEEE International Conference on Advanced Video- and Signal-based Surveillance (AVSS 2014), August 26-29, 2014, Seoul, Korea, pp. 1-6.

Poonpakdee, P. and Di Fatta, G. (2015) Connectivity recovery in epidemic membership protocols. In: The 8th International Conference on Internet and Distributed Computing Systems, 2-4 Sep 2015, Windsor, UK, pp. 177-189. doi: https://doi.org/10.1007/978-3-319-23237-9_16

Radu, P., Ferryman, J. and Wild, P. (2015) A robust sclera segmentation algorithm. In: 7th IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS 2015), September 8-11, 2015, Arlington, US, pp. 1-6.

Spedding, A. L., Di Fatta, G. and Cannataro, M. (2015) A Genetic Algorithm for the selection of structural MRI features for classification of Mild Cognitive Impairment and Alzheimer's Disease. In: The IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 9-12 Nov 2015, Washington D.C., pp. 1566-1571. doi: https://doi.org/10.1109/BIBM.2015.7359909

Spedding, A. L., Di Fatta, G. and Saddy, J. D. ORCID: https://orcid.org/0000-0001-8501-6076 (2015) An LDA and probability-based classifier for the diagnosis of Alzheimer's Disease from structural MRI. In: The IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 9-12 Nov 2015, Washington D.C.,, pp. 1404-1411. doi: https://doi.org/10.1109/BIBM.2015.7359883

Tennant, M., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and Gomes, J. (2015) Fast adaptive real-time classification for data streams with concept drift. In: The 8th International Conference on Internet and Distributed Computing Systems, pp. 265-272.

Wild, P., Hofbauer, H., Ferryman, J. and Uhl, A. (2015) Segmentation-level fusion for iris recognition. In: 14th International Conference of the Biometrics Special Interest Group (BIOSIG 2015), September 9-11, 2015, Darmstadt, Germany, pp. 1-6.

Wild, P., Radu, P. and Ferryman, J. (2015) On fusion for multispectral iris recognition. In: 8th IAPR International Conference on Biometrics (ICB2015), 19-22 May, 2015, Phuket, Thailand, pp. 31-73.

Wrench, C., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203, Di Fatta, G., Karthikeyan, V. and Nauck, D. (2015) Towards expressive rule induction on IP network event streams. In: AI-2015 Thirty-fifth SGAI International Conference on Artificial Intelligence, 15-17 December 2015, Cambridge.

Book

Di Fatta, G., Fortino, G., Li, W., Pathan, M., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and Guerrieri, A., eds. (2015) Internet and distributed computing systems - 8th international conference, IDCS 2015, Windsor, UK, September 2-4, 2015. Proceedings. Lecture Notes in Computer Science, 9258. Springer. ISBN 9783319232362