|
Marketing and Financial Analysis
Projects:
Probabilistic
trading systems using non-parametric methods and direct search algorithms
(Andreas
Lindemann, Christian Dunis, Paulo Lisboa, Jason Laws)
Find
out here
Funding:
1997-2002:
Research Fellowships in ‘Adaptive Computation’ funded by Unilever
Research, Port Sunlight, totalling over the 6 years £209,750
Publications:
Vellido, A and Lisboa, P.J.G 'An electronic commerce
application of the Bayesian Framework for MLPs: the Effect of Marginalization and ARD'. Neural Computing & Applications,
10(1), 2001.
Vellido, A., Lisboa, P.J.G. & Meehan,
K.: The Generative Topographic Mapping as a principled model for data visualization and
market segmentation: an electronic commerce case study. International Journal of
Computers, Systems, and Signals. Especial issue on Knowledge Discovery from Structured and
Unstructured Data, Vol.1(2), pp.119-138, 2000
Vellido, A, Lisboa, P.J.G and Meehan, K 'Quantitative
characterization and prediction of on-line purchasing behaviour: a latent variable
approach' International Journal of Electronic Commerce, 4(4), 83-104, 2000.
Vellido, A., Lisboa, P.J.G and Vaughan, J. 'Neural networks in
business: a survey of applications (1992-1998)' Expert Systems with Applications, 17,
51-70, 1999.
Vellido, A., Lisboa, P.J.G and Meehan, K., 'Segmentation of
the on-line shopping market using neural networks' Expert Systems with Applications, 17,
303-314, 1999.
Books & book chapters
Vellido,
A., Lisboa, P.J.G. & Meehan, K.: Characterizing and Segmenting the On-Line
Customer Market Using Neural Networks. In J. Segovia, P.S. Szczepaniak, M. Niedzwiedzinski (eds) E-Commerce and Intelligent Methods.
Heidelberg: Springer-Verlag, 2002.
Lisboa, P.J.G., Vellido, A. and Edisbury, B. (eds.) 'Neural
Networks Applications in Business'. Singapore: World Scientific, 2000.
Vellido,
A., Lisboa, P.J.G. & Meehan, K.: Characterizing and segmenting the
business-to-consumer e-commerce market using neural networks. In Lisboa, P.J.G., Vellido, A. and Edisbury, B. (eds.) 'Neural
Networks Applications in Business'.
Singapore: World Scientific 2000, pp.29-54.
Conferences
Vellido, A., Neural networks for B2C
e-commerce analysis: some elements of best practice. 4th
International Conference On Enterprise Information Systems (ICEIS), 2002,
Ciudad Real, Spain.
Vellido, A., Lisboa, P.J.G. & Meehan,
K., 'Segmenting the e-commerce market using the Generative Topographic Mapping' In Proceedings
of the MICAI-2000, Acapulco, Mexico 470-481.
BOOK: "Business Applications of Neural Networks".
P.J.G.
Lisboa, A.Vellido, B.Edisbury (eds.)
Singapore:
World Scientific, 2000
(Click the picture below to view the
list of contents)
|
