Article

Cao, Y., Wei, H., Zhao, H. and Li, N. (2012) An effective approach for land-cover classification from airborne lidar fused with co-registered data. International Journal of Remote Sensing, 33 (18). pp. 5927-5953. ISSN 0143-1161 doi: https://doi.org/10.1080/01431161.2012.676746

Evans, M., Boyle, J. N. ORCID: https://orcid.org/0000-0002-5785-8046 and Ferryman, J. (2012) Vehicle classification using evolutionary forests. Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods - Volume 1:. pp. 387-393. ISSN 2184-4313 doi: https://doi.org/10.5220/0003763603870393 (ISBN 9789898425997)

Hong, X. and Chen, S. (2012) The system identification and control of Hammerstein system using non-uniform rational B-spline neural network and particle swarm optimization. Neurocomputing, 82. pp. 216-223. ISSN 0925-2312 doi: https://doi.org/10.1016/j.neucom.2011.11.016

Hong, X., Chen, S. and Harris, C. (2012) Using zero-norm constraint for sparse probability density function estimation. International Journal of Systems Science, 43 (11). pp. 2107-2113. ISSN 0020-7721 doi: https://doi.org/10.1080/00207721.2011.564673

Hong, X., Mitchell, R. and Chen, S. (2012) Modelling and control of Hammerstein system using B-spline approximation and the inverse of De Boor algorithm. International Journal of Systems Science, 43 (10). pp. 1976-1984. ISSN 0020-7721 doi: https://doi.org/10.1080/00207721.2011.564320

Hussey, R., Williams, S., Mitchell, R. and Field, I. (2012) A comparison of automated keyphrase extraction techniques and of automatic evaluation vs. human evaluation. International Journal on Advances in Life Sciences, 4 (3 and 4). pp. 136-153. ISSN 1942-2660

Li, K., Hong, X., Maione, G. and Niu, Q. (2012) Bio-inspired computing and applications (LSMS-ICSEE, 2010). Neurocomputing, 98. pp. 1-3. ISSN 0925-2312 doi: https://doi.org/10.1016/j.neucom.2012.05.014

Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and Bramer, M. (2012) Computationally efficient induction of classification rules with the PMCRI and J-PMCRI frameworks. Knowledge-Based Systems, 35. pp. 49-63. ISSN 0950-7051 doi: https://doi.org/10.1016/j.knosys.2012.04.014

Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and Bramer, M. (2012) Jmax-pruning: a facility for the information theoretic pruning of modular classification rules. Knowledge-Based Systems, 29. pp. 12-19. ISSN 0950-7051 doi: https://doi.org/10.1016/j.knosys.2011.06.016

Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and Bramer, M. (2012) Scaling up classification rule induction through parallel processing. Knowledge Engineering Review. pp. 243-259. ISSN 1469-8005 doi: https://doi.org/10.1017/S0269888912000355

Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and Jordanov, I. (2012) An overview of the use of neural networks for data mining tasks. WIREs: Data Mining and Knowledge Discovery, 2 (3). pp. 193-208. ISSN 1942-4795 doi: https://doi.org/10.1002/widm.1052

Book or Report Section

Gao, M., Hong, X. and Harris, C. J. (2012) A neurofuzzy classifier for two class problems. In: Proceedings of the UKCI 2012, the 12th UK Workshop on Computational Intelligence. Conference Publications. IEEE, pp. 1-6. ISBN 9781467343916 doi: https://doi.org/10.1109/UKCI.2012.6335763

Guo, Y., Gao, J. B. and Hong, X. (2012) Constrained grouped sparsity. In: Thielscher, M. and Zhang, D. (eds.) AI 2012: Advances in Artificial Intelligence - Proceedings of the 25th Australasian Joint Conference. Lecture Notes in Computer Science (7691). Springer, pp. 433-444. ISBN 9783642351006 doi: https://doi.org/10.1007/978-3-642-35101-3_37

Hong, X., Chen, S. and Harris, C. J. (2012) Construction of radial basis function networks with diversified topologies. In: Wang, L. and Garnier, H. (eds.) System identification, environmental modelling, and control system design. Springer, London, pp. 251-270. ISBN 9780857299734 doi: https://doi.org/10.1007/978-0-85729-974-1_13

Hong, X., Iplikci, S., Chen, S. and Warwick, K. (2012) B-spline neural networks based PID controller for Hammerstein systems. In: Huang, D.-S., Gupta, P., Zhang, X. and Premaratne, P. (eds.) Emerging Intelligent Computing Technology and Applications. Communications in Computer and Information Science, 304. Springer, pp. 38-46. doi: https://doi.org/10.1007/978-3-642-31837-5_6

Molina, S., Soto, I., Sun, L. and Liu, K. (2012) Pervasive environment for gases detection and collapses in underground mines. In: Material Research and Applications. Advanced Materials Research, 875-877. Trans Tech Publications, Durnten-Zurich, Switzerland, pp. 2056-2061. doi: https://doi.org/10.4028/www.scientific.net/AMR.875-877.2056

Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203, Gaber, M. M. and Salvador, M. M. (2012) eRules: a modular adaptive classification rule learning algorithm for data streams. In: Bramer, M. and Petridis, M. (eds.) Research and Development in Intelligent Systems XXIX. Springer, London, pp. 65-78. ISBN 9781447147381 doi: https://doi.org/10.1007/978-1-4471-4739-8_5

Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203, Gaber, M. M., Aldridge, P., May, D., Liu, H., Bramer, M. and Yu, P. S. (2012) Homogeneous and heterogeneous distributed classification for pocket data mining. In: Hameurlain, A., Küng, J. and Wagner, R. (eds.) Transactions on large-scale data and knowledge-centered systems V. Lecture Notes in Computer Science (7100). Springer, pp. 183-205. ISBN 9783642281471

Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203, May, D. and Bramer, M. (2012) Parallel random prism: a computationally efficient ensemble learner for classification. In: Bramer, M. and Petridis, M. (eds.) Research and Development in Intelligent Systems XXIX. Springer, London, pp. 21-34. ISBN 9781447147381 doi: https://doi.org/10.1007/978-1-4471-4739-8_2 (Proceedings of AI-2012, The Thirty-second SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence)

Wei, H. and Bartels, M. (2012) 3D digital elevation model generation. In: Pears, N., Liu, Y. and Bunting, P. (eds.) 3D imaging, analysis, and applications. Springer, London, pp. 367-415. ISBN 9781447140627 doi: https://doi.org/10.1007/978-1-4471-4063-4

Williams, S., Fleming, S., Lundqvist, K. and Parslow, P. (2012) This is me: digital identity and reputation on the Internet. In: Warburton, S. and Hatzipanagos, S. (eds.) Digital identities and social media. IGI Global, United Kingdom, pp. 104-117. doi: https://doi.org/10.4018/978-1-4666-1915-9

Conference or Workshop Item

Badii, A., Einig, M., Tiemann, M., Thiemert, D. and Lallah, C. (2012) Visual context identification for privacy-respecting video analytics. In: IEEE 14th International Workshop on Multimedia Signal Processing (MMSP 2012), 17-19 Sep 2012, Banff, Canada, pp. 366-371.

Chen, H., Gong, Y. and Hong, X. (2012) Adaptive noise cancellation with fast tunable RBF network. In: SSPD 2012: Sensor Signal Processing for Defence, 25-27 September 2012, Imperial College, London.

Gao, M., Hong, X., Chen, S. and Harris, C. J. (2012) Probability density function estimation based over-sampling for imbalanced two-class problems. In: International Joint Conference on Neural Networks, 10-15 June 2012, Brisbane, Australia.

Hameed, S. and Badii, A. (2012) Effectiveness and measurement of technology enhanced learning in Higher Education institutions of Pakistan. In: SOLSTICE & CLTR 2012: Enhancing learning, teaching and student success, 13-14 Jun 2012, Edge Hill University, Ormskirk.

Hameed, S. and Badii, A. (2012) Effectiveness of knowledge management functions in improving the quality of education in Higher Education institutions. In: International Conference on Knowledge and Education Technology (ICKET 2012), 7-8 Jul 2012, Paris, France, pp. 319-323.

Hameed, S. and Badii, A. (2012) The role of effective knowledge management in education sector of Pakistan. In: 12th Industrial Conference on Data Mining (ICDM 2012), 16-21 Jul 2012, Berlin, Germany.

Hong, X. and Chen, S. (2012) PSO assisted NURB Neural Network Identification. In: ICIC 2012: the Eighth International Conference on Intelligent Computing, 25-29 July 2012, Huangshan, China.

Hong, X. and Chen, S. (2012) An elastic net orthogonal forward regression algorithm. In: 16th IFAC Symposium on System Identification, 11-13 July 2012, Brussels, Belgium, pp. 1814-1819.

Hong, X., Chen, S. and Harris, C. J. (2012) Modelling and inverting complex-valued Wiener systems. In: International Joint Conference on Neural Networks, 10-15 June 2012, Brisbane, Australia.

Hussey, R., Williams, S. and Mitchell, R. (2012) Automatic keyphrase extraction: a comparison of methods. In: eKNOW, Proceedings of The Fourth International Conference on Information Process, and Knowledge Management , Valencia, Spain, pp. 18-23.

Book

Laing, C., Badii, A. and Vickers, P. (2012) Securing critical infrastructures and critical control systems: approaches for threat protection. IGI Global, Hershey, PA, pp450. ISBN 9781466626591

Mitchell, R., Harwin, W. ORCID: https://orcid.org/0000-0002-3928-3381, Cadenas Medina, O., Guy, C., Gong, A., Potter, B. and Warwick, K., eds. (2012) Cybernetics, Circuits and Computing. Pearson, Harlow, pp499. ISBN 9781780160672

Thesis

Ellis, A.-L. (2012) An eye for an eye: robust motion segmentation by applying the latest in human vision research. PhD thesis, University of Reading.