Engineering & Applied Science

  • School of Engineering and Applied Science, Aston University

    B4 7ET Birmingham

    United Kingdom

Research Output 1977 2020

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Chapter
1985

Solid phase epitaxial regrowth of ion implanted silicon on sapphire using rapid thermal annealing

Hodge, A. M., Chew, N. G. & Cullis, A. G., 1985, Energy beam-solid interactions and transient thermal processing/1984 : symposium : Fall meeting : papers . Biegelsen, D. K., Rozgony, G. A. & Shank, C. V. (eds.). Pittsburgh, Vol. 35. p. 393-399 7 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

silicon films
solid phases
sapphire
annealing
silicon
1991

Rule induction for data exploration

Nabney, I. T. & Grasl, O., 1991, Proceedings of Avignon 91: Expert systems and their applications. EC2 et Cie, Vol. 1. p. 329-341 13 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Cluster analysis
Learning systems
Experiments

The use of expert systems in demand forecasting

Sweeney, E. T., 1991, Integration and management of technology for manufacturing. Robson, E. H., Ryan, H. M. & Wilcock, D. (eds.). p. 47-54 8 p. (IEE Management of Technology Series).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
1995

A novel neural network technique for exploratory data analysis

Lowe, D. & Tipping, M. E., 1995, Proceedings of International Conference on Artificial Neural Networks '95. Paris: EC2 et Cie, Vol. 1. p. 339-344 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Data visualization
Feature extraction
Neural networks

Modelling conditional probability distributions for periodic variables

Nabney, I. T. & Bishop, C. M., 1995, Proceedings International Conference on Artificial Neural Networks ICANN'95. Fougelman-Soulie, F. & Gallinari, P. (eds.). Paris (FR): EC2 et Cie, Vol. 2. p. 209-214 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Conditional probability
Conditional Distribution
Probability Distribution
Satellite Remote Sensing
Conditional Density

Modelling conditional probability distributions for periodic variables

Nabney, I. T., Bishop, C. M. & Legleye, C., 26 Jun 1995, Fourth International Conference on Artificial Neural Networks. IEEE, Vol. 4. p. 177-182 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
Probability distributions
Remote sensing
Radar
Satellites

Modelling of non-stationary processes using radial basis function networks

Lowe, D. & McLachlan, A., 26 Jun 1995, Proceedings of the 4th IEE International Conference on Artificial Neural Networks. Cambridge: IEEE, p. 300-305 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
Radial basis function networks
Neural networks
Extended Kalman filters
Parameter estimation
Time series

Nonlinear phenomena in optical fibres

Doran, N., 4 Apr 1995, Nonlinear optical materials and devices for applications in information technology. Miller, A., Daino, K. R. W. . B., Miller, A., Welford, K. R. & Daino, B. (eds.). Kluwer, p. 75-102 28 p. (NATO Science Series: E NATO ASI series. Series E, Applied sciences).

Research output: Chapter in Book/Report/Conference proceedingChapter

1996

Adaptive back-propagation in on-line learning of multilayer networks

West, A. H. L. & Saad, D., 1996, Proceedings of the neural information processing systems. Touretzky, D. S., Mozer, M. C. & Hasselmo, M. E. (eds.). Boston: MIT, Vol. 8.

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
Backpropagation
Multilayers
Statistical mechanics
Backpropagation algorithms
Adaptive algorithms

Tracking of non-stationary time-series using resource allocating RBF networks

McLachlan, A. & Lowe, D., 10 Apr 1996, EMCSR 1996 13th European meeting on cybernetics and systems research: April 9-12 1996 at the University of Vienna, Austria. Trappl, R. (ed.). Vienna: Austrian Society for Cybernetic Studies, p. 1066-1071 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

resources
education
Kalman filters
electricity
plastic properties
1997

Capacity of the upstart algorithm

West, A. H. L. & Saad, D., 1997, Mathematics of Neural Networks: Models, Algorithms and Applications. Ellacott, S. W., Mason, J. C. & Anderson, I. J. (eds.). Oxford: Kluwer, p. 372-378 7 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
replicas
broken symmetry
slopes
decay

Negative penalty 10 Gb/s all optical wavelength conversion in an integrated amplifier/DFB laser

Stephens, M. F. C., Penty, R. V., White, I. H., Asghari, M. & [No Value], A. (ed.), 1997, Proceedings of the 1997 11th International Conference on Integrated Optics and Optical Fibre Communications and 23rd European Conference on Optical Communications, IOOC-ECOC'97. IEE, p. 265-268 4 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

penalties
amplifiers
wavelengths
lasers

On-line learning in multilayer neural networks

Saad, D. & Solla, S. A., 1997, Proceedings of the first international conference on mathematics of neural networks : models, algorithms and applications: models, algorithms and applications. Oxford: Kluwer

Research output: Chapter in Book/Report/Conference proceedingChapter

File
Multilayer neural networks
Students
Neural networks

Practical assessment of neural network applications

Nabney, I. T., Paven, M. J. S., Eldridge, R. C. & Lee, C., 1997, SafeComp 97: Proceedings of the 16th International Conference on Computing Safety, Reliability and Security. Daniel, P. (ed.). London: Springer, p. 357-368 12 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

File
Neural networks
Standardization
Pattern recognition
1998

Analysing time series structure with hidden Markov models

Azzouzi, M. & Nabney, I. T., 2 Sep 1998, Proceedings of the 1998 IEEE Signal Processing Society Workshop, Neural Networks for Signal Processing VIII, 1998. Constantinides, T., Kung, S. Y., Niranjan, M. & Wilson, E. (eds.). Cambridge, UK: IEEE, Vol. 8. p. 402-408 7 p. (Proceedings of the 1998 IEEE Signal Processing Society Workshop).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
Hidden Markov models
Time series
Drilling
Oils

The dynamics of matrix momentum

Rattray, M. & Saad, D., 1 Sep 1998, Proceedings of the 8th International Conference on Artificial Neural Networks. Niklasson, L. F., Boden, M. B. & Ziemke, T. (eds.). Springer, Vol. 1. p. 183-188 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
momentum
matrices
Newton methods
statistical mechanics
education

Towards a framework for combining stochastic and deterministic descriptions of nonstationary financial time series

Lesch, R. H. & Lowe, D., 2 Sep 1998, Proceedings of the 1998 IEEE Signal Processing Society Workshop Neural Networks for Signal Processing VIII, 1998. Constantinides, T., Kung, S. Y., Niranjan, M. & Wilson, E. (eds.). Cambridge, UK: IEEE, Vol. 8. p. 587-596 10 p. (Proceedings of the 1998 IEEE Signal Processing Society Workshop).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
Financial time series
Generator
Normal distribution
Non-stationary time series
Empirical results

Transients and asymptotics of natural gradient learning

Rattray, M. & Saad, D., 1 Sep 1998, Proceedings of the 8th International Conference on Artificial Neural Networks. Niklasson, L., Boden, M. & Ziemke, T. (eds.). Springer, Vol. 1. p. 165-170 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
Statistical mechanics
Feedforward neural networks
1999

10 Gbit/s OTDM to 4 x 2.5 Gbit/s WDM conversion using an SOA-NOLM, Bragg gratings and a supercontinuum pulse source

Ryan, D. M. & Doran, N., 1999, Nonlinear Guided Waves and their Applications: 1-3 September 1999, Dijon (FR). Washington (US): Optical Society of America, p. 328-330 3 p. (OSA Technical Digest).

Research output: Chapter in Book/Report/Conference proceedingChapter

A Bayesian approach to on-line learning

Opper, M. & Winther, O., Jan 1999, On-line learning in neural networks. Saad, D. (ed.). Cambridge: Cambridge University Press, p. 363-378 16 p. (Publications of the Newton Institute; vol. 17).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
Neural networks

Incorporating curvature information into on-line learning

Rattray, M. & Saad, D., Jan 1999, On-line learning in neural networks. Saad, D. (ed.). Isaac Newton Institute, Cambridge: Cambridge University Press, p. 183-207 25 p. (Publications of the Newton Institute).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
Newton-Raphson method
Momentum
Learning algorithms
Statistical mechanics
Multilayer neural networks

Modelling financial time series with switching state space models

Azzouzi, M. & Nabney, I. T., 1999, Proceedings of the IEEE/IAFE 1999 Conference on Computational Intelligence for Financial Engineering. Port Jefferson, NY: IEEE, p. 240-249 10 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
Time series
Hidden Markov models
Dynamical systems
Switches

Natural gradient matrix momentum

Scarpetta, S., Rattray, M. & Saad, D., 7 Sep 1999, Ninth International Conference on Artificial Neural Networks, ICANN 99. Edinburgh UK: IEEE, Vol. 1. p. 43-48 6 p. (Conference Publication; vol. 470).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
Fisher information matrix
Momentum
Statistical mechanics
Network layers
Costs

Simple Gallager codes for BSC

Kabashima, Y. & Saad, D., Jun 1999, Proceedings of the international workshop on soft computing in industry '99. IEEE, p. 136-140 5 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Decoding
Channel capacity
Tensors
Temperature

The belief in TAP

Kabashima, Y. & Saad, D., Jun 1999, Advances in Neural Information Processing Systems 11. Kearns, M. J., Solla, S. A. & Cohn, D. (eds.). Cambridge MA: MIT, Vol. 11. p. 246-252 7 p. (Proceeding of the 1998 Conference).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
messages
error correcting codes
decoding
propagation
products

Time delay estimation with hidden Markov models

Azzouzi, M. & Nabney, I. T., 1999, Ninth International Conference on Artificial Neural Networks, 1999 (ICANN). Edinburgh, UK: IEEE, Vol. 1. p. 473-478 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
Hidden Markov models
Time series
Time delay
Maximum likelihood
Drilling
2000

10 Gbit/s dispersion-managed soliton transmission over 13,400 km in a weak, symmetric non-zero dispersion shifted fiber dispersion map

Harper, P., Alleston, S. B., Forysiak, W. & Doran, N. J., 2000, Pacific Rim Conference on Lasers and Electro-Optics, CLEO - Technical Digest. Piscataway, NJ, United States: IEEE, p. 237-238 2 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

solitary waves
fibers

40-Gbit/s dispersion-managed soliton transmission over 3000 km of standard fiber through optimization of the dispersion map parameters

Govan, D. S., Turitsyn, S. K. & Doran, N. J., 2000, Pacific Rim Conference on Lasers and Electro-Optics, CLEO - Technical Digest. Piscataway, NJ, United States: IEEE, p. 238-239 2 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

solitary waves
optimization
fibers
chirp
pulses
2001

Error-correcting codes on a Bethe-like lattice

Vicente, R., Saad, D. & Kabashima, Y., Apr 2001, Advances in neural information processing systems. Leen, T. K., Tresp, V. & Dietterich, T. G. (eds.). MIT, Vol. 13. p. 322-328 7 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Free energy
Decoding
Phase transitions
Geometry

Online approximations for wind-field models

Csató, L., Cornford, D. & Opper, M., 1 Jan 2001, Artificial Neural Networks — ICANN 2001. Springer, Vol. 2130. p. 300-307 8 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File

Statistical physics of low density parity check error correcting codes

Saad, D., Kabashima, Y., Murayama, T. & Vicente, R., 1 Jan 2001, Cryptography and Coding. Honary, B. (ed.). Berlin / Heidelberg: Springer, Vol. 2260. p. 307-316 10 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
error correcting codes
parity
physics
alphabets
messages

TAP for parity check error correcting codes

Saad, D., Kabashima, Y. & Vicente, R., Feb 2001, Advanced mean field methods: Theory and practice. Opper, M. & Saad, D. (eds.). MIT, p. 67-84 18 p. (Neural Information Processing).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
Decoding

The TAP approach to intensive and extensive connectivity systems

Kabashima, Y. & Saad, D., Feb 2001, Advanced mean field methods: Theory and practice. Opper, M. & Saad, D. (eds.). Cambridge, US: MIT, p. 51-65 15 p. (Neural Information Processing).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
connectivity
glass
method
2002

A Sullen Rumble

Wood, M. G., 2002, Wilful Murder: the sinking of the Lusitania. Preston, D. (ed.).

Research output: Chapter in Book/Report/Conference proceedingChapter

Independent component analysis for domain independent watermarking

Bounkong, S., Saad, D. & Lowe, D., 1 Jan 2002, Artificial Neural Networks — ICANN 2002. Dorronso, J. R. (ed.). Berlin: Springer, Vol. 2415. p. 510-515 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2415 LNCS).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
Independent component analysis
Independent Component Analysis
Watermarking
Attack
Experiments

Magnetization enumerator for LDPC codes - a statistical physics approach

van Mourik, J., Saad, D. & Kabashima, Y., 2002, Information Theory, 2002. Proceedings. 2002 IEEE International Symposium on. IEEE, p. 256-256 1 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
Information theory
Decoding
Magnetization
Physics

Supply chain software: an overview

McDonnell, R. & Sweeney, E., 2002, Supply chain software directory. p. 2-5 4 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2003

Adapting populations of agents

de Wilde, P., Chli, M., Correia, L., Ribeiro, R., Mariano, P., Abramov, V. & Goossenaerts, J., 2003, Adaptive agents and multi-agent systems. Alonso, E., Kudenko, D. & Kazakov, D. (eds.). Berlin (DE): Springer, p. 110-124 15 p. (Lecture Notes in Computer Science; vol. 2636).

Research output: Chapter in Book/Report/Conference proceedingChapter

Economics
Niche
Rationale
Software agents

AFM oxidation of Ti for nanoscale IC applications

Hill, D., Sadewasser, S. & Aymerich, X., 1 Jan 2003, Microscopy of Semiconducting Materials 2003. CRC Press, p. 665-668 4 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Atomic force microscopy
Oxidation
Anodic oxidation
Polysilicon
Integrated circuits

Performance measurement based co-ordination of enterprise resource planning systems in a virtual enterprise

Zhang, Y. & Kochhar, A. K., Mar 2003, Computer Aided Production Engineering: Cape 2003. McGeough, J. A. (ed.). London: ICHE BRE, p. 241-250 10 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Enterprise resource planning systems
Performance measurement
Virtual enterprise
Enterprise performance
Business enterprise

The theory of on-line learning: a statistical physics approach

Saad, D., 2003, Exploratory Data Analysis in Empirical Research: Proceedings of the 25th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Munich, March 14-16, 2001. Schwaiger, M. & Opit, O. (eds.). Springer, p. 300-309 10 p. (Studies in Classification, Data Analysis, and Knowledge Organization).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
Multilayer neural networks
Momentum
Physics
Monitoring

Transition in internally heated shear flows in a vertical channel

Generalis, S. C. & Nagata, M., 23 Mar 2003, Proceedings of the Eurotherm 74 Seminar on Heat transfer in unsteady and transitional flows. CIP-Data Library Technische Universiteit Eindhoven, p. 117-122 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Watermarking of audio signals using independent component analysis

Toch, B., Lowe, D. & Saad, D., 17 Sep 2003, Proceedings of Third International Conference on Web Delivering of Music, 2003. IEEE, p. 71-74 4 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
Independent component analysis
Watermarking
Computer simulation
2004

A data structure for improved gp analysis via efficient computation and visualisation of population measures

Ekárt, A. & Gustafson, S., 1 Jan 2004, Genetic programming: 7th European Conference, EuroGP 2004, Coimbra, Portugal, April 5-7, 2004. Proceedings. Keijzer, M., O’Reilly, U-M., Lucas, S., Costa, E. & Soule, T. (eds.). Berlin (DE): Springer, p. 35-46 12 p. (Lecture Notes in Computer Science ; vol. 3003).

Research output: Chapter in Book/Report/Conference proceedingChapter

Data Structures
Visualization
Hypertree
Genetic Programming
Sufficient

New catalytic materials for clean technology: structure-reactivity relationships in mesoporous solid acid catalysts

Wilson, K., Lee, A. F., Ecormier, M. A., Macquarrie, D. J. & Clark, J. H., 2004, Nanotechnology in catalysis. Zhou, B., Hermans, S. & Somorjai, G. A. (eds.). New York, NY (US): Springer, p. 293-312 20 p. (Nanostructure science and technology; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingChapter

2005

Broad bandwidth, high extinction ratio in-fiber polarizers based on radiation mode coupling using 45º titled fibre Bragg gratings

Zhou, K., Chen, X. F., Simpson, G., Zhang, L. & Bennion, I., Jul 2005, Proceedings: 30th Australian Conference on Optical Fibre Technology. Optical Society of America, p. 387-389 3 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Co-propagating cladding modes coupling assisted by tilted Bragg grating with large tilting angle

Zhou, K., Chen, X. F., Zhang, L. & Bennion, I., Sep 2005, 31st European Conference on Optical Communication, 2005. ECOC 2005. IEEE, Vol. 2. p. 317-318 2 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

coupled modes
Bragg gratings
gratings
spectral sensitivity
refractivity

Electronic purchasing consortia: a future procurement direction

Huber, B., Sweeney, E. & Smyth, A., Feb 2005, Sourcing decision management. Ancarani, A. & Raffa, M. (eds.). Roma (IT), p. 263-282 20 p. (Ingegneria economico - gestionale).

Research output: Chapter in Book/Report/Conference proceedingChapter

Evaluating the effectiveness of Bayesian feature selection

Nabney, I. T., Evans, D. J., Brule, Y. & Gordon, C., 2005, Applications of probabilistic modelling in medical informatics and bioinformatics. Dybowski, R., Husmeier, D. & Roberts, S. J. (eds.). Springer, p. 371-389 19 p. (Advanced information and knowledge processing).

Research output: Chapter in Book/Report/Conference proceedingChapter

Feature extraction
Neural networks
Medical applications
Electrocardiography
Pattern recognition

Forward cladding modes coupling assisted by tilted grating with large tilting angle

Zhou, K., Zhang, L., Chen, X. F. & Bennion, I., Jul 2005, OSA Proceedings. Optical Society of America, p. 73-75 3 p.

Research output: Chapter in Book/Report/Conference proceedingChapter