Sergios Theodoridis – författare
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11 produkter
Machine Learning
From the Classics to Deep Networks, Transformers, and Diffusion Models
Häftad, 2025
1173 kr
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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 …
Pattern Recognition
Av Konstantinos Koutroumbas, Sergios Theodoridis
E-bok, 2006
776 kr
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Pattern recognition is a fast growing area with applications in a widely diverse number of fields such as communications engineering, bioinformatics, data mining, content-based database retrieval, to name but a few. This new edition addresses and keeps pace with the most recent advancements in …
Pattern Recognition
Av Konstantinos Koutroumbas, Sergios Theodoridis
E-bok, 2003
789 kr
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Pattern recognition is a scientific discipline that is becoming increasingly important in the age of automation and information handling and retrieval. Patter Recognition, 2e covers the entire spectrum of pattern recognition applications, from image analysis to speech recognition and …
Introduction to Pattern Recognition
A Matlab Approach
Av Dionisis Cavouras, Konstantinos Koutroumbas m. fl.
E-bok, 2010
408 kr
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Introduction to Pattern Recognition: A Matlab Approach is an accompanying manual to Theodoridis/Koutroumbas'' Pattern Recognition.It includes Matlab code of the most common methods and algorithms in the book, together with a descriptive summary and solved examples, and including real-life data sets …
Pattern Recognition
Av Sergios Theodoridis, Konstantinos Koutroumbas
E-bok, 2008
1059 kr
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This book considers classical and current theory and practice, of supervised, unsupervised and semi-supervised pattern recognition, to build a complete background for professionals and students of engineering. The authors, leading experts in the field of pattern recognition, have provided an …
Introduction to Pattern Recognition
A Matlab Approach
Av Sergios Theodoridis, Aggelos Pikrakis m. fl.
Häftad, 2010
431 kr
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Introduction to Pattern Recognition: A Matlab Approach is an accompanying manual to Theodoridis/Koutroumbas' Pattern Recognition. It includes Matlab code of the most common methods and algorithms in the book, together with a descriptive summary and solved examples, and including real-life data sets …
Machine Learning
A Bayesian and Optimization Perspective
E-bok, 2015
1119 kr
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This tutorial text gives a unifying perspective on machine learning by covering both probabilistic and deterministic approaches -which are based on optimization techniques – together with the Bayesian inference approach, whose essence lies in the use of a hierarchy of probabilistic models.The book …
Machine Learning
A Bayesian and Optimization Perspective
E-bok, 2020
1484 kr
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Machine Learning: A Bayesian and Optimization Perspective, 2nd edition, gives a unified perspective on machine learning by covering both pillars of supervised learning, namely regression and classification. The book starts with the basics, including mean square, least squares and maximum likelihood …
Machine Learning
From the Classics to Deep Networks, Transformers, and Diffusion Models
E-bok, 2024
1292 kr
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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 …
Pattern Recognition
Av Konstantinos Koutroumbas, Sergios Theodoridis
Inbunden, 2008
1144 kr
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This book considers classical and current theory and practice, of supervised, unsupervised and semi-supervised pattern recognition, to build a complete background for professionals and students of engineering. The authors, leading experts in the field of pattern recognition, have provided an …
PARLE '94 Parallel Architectures and Languages Europe
6th International PARLE Conference, Athens, Greece, July 4 - 8, 1994. Proceedings
Av Costas Halatsis, Dimitrios Maritsas m. fl.
Häftad, 1994
1129 kr
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This volume presents the proceedings of the 5th International Conference Parallel Architectures and Languages Europe (PARLE '94), held in Athens, Greece in July 1994. PARLE is the main Europe-based event on parallel processing. Parallel processing is now well established within the high-performance …