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E-governance affects every citizen. New information and communication technologies (ICTs) have made public services easier to access and information easier to obtain; fines and taxes can be processed more rapidly and votes can be counted faster. Channeling the potential of ICTs in the public sector has affected how states, and governments at all levels, do business. It will inevitably shape how they will continue to change in the future. This book has grown out of an executive training program, leading to an Executive Master’s degree in e-governance, from Switzerland's École Polytechnique Fédérale de Lausanne (EPFL). Participants in this Master’s program came from all over the world; ...
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Machine Learning: From the Classics to Deep Networks, Transformers and Diffusion Models, Third Edition starts with the basics, including least squares regression and maximum likelihood methods, Bayesian decision theory, logistic regression, and decision trees. It then progresses to more recent techniques, covering sparse modelling methods, learning in reproducing kernel Hilbert spaces and support vector machines. Bayesian learning is treated in detail with emphasis on the EM algorithm and its approximate variational versions with a focus on mixture modelling, regression and classification. Nonparametric Bayesian learning, including Gaussian, Chinese restaurant, and Indian buffet processes ar...
Contains 2,300-plus entries comprehensively covering the output of the Greek film industry. Each entry presents the film's title in both Roman and Greek alphabets, as well as a translation of the title into English, and other titles used for foreign release where applicable; statistics such as production year and running time; names of production company, production personnel, and main cast members; and a plot synopsis. Some entries also include quotations from outstanding reviews, and listings of awards received. Appendices list recipients of the main Greek film awards. Annotation copyrighted by Book News, Inc., Portland, OR