Electronic Books

Total Books: 1 - 19 /19

Advances in Intelligent Data Analysis XIX : 19th International Symposium on Intelligent Data Analysis, IDA 2021, Porto, Portugal, April 26–28, 2021, Proceedings

This book constitutes the proceedings of the 19th International Symposium on Intelligent Data Analysis, IDA 2021, which was ...

Cognitive Supervision for Robot-Assisted Minimally Invasive Laser Surgery

This thesis lays the groundwork for the automatic supervision of the laser incision process, which aims to complement surgeons’ ...

Concentration Inequalities and Model Selection ; Ecole d'Eté de Probabilités de Saint-Flour XXXIII - 2003

An overview of a non-asymptotic theory for model selection is given here and some selected applications to variable selection, ...

Feature Extraction

This book is both a reference for engineers and scientists and a teaching resource, featuring tutorial chapters and research ...

Fundamentals of Artificial Intelligence

Fundamentals of Artificial Intelligence introduces the foundations of present day AI and provides coverage to recent developments ...

Grammatical Inference: Algorithms and Applications

The topics discussed range from theoretical results of learning algorithms to innovative applications of grammatical inference ...

Kernel Methods for Machine Learning with Math and Python : 100 Exercises for Building Logic / Joe Suzuki

Addresses the fundamentals of kernel methods for machine learning by considering relevant math problems and building Python ...

Learning Theory

It covers unsupervised, semisupervised and active learning, statistical learning theory, inductive inference, regularized ...

Learning Theory (vol. # 4005)

This book constitutes the refereed proceedings of the 19th Annual Conference on Learning Theory, COLT 2006, held in Pittsburgh, ...

Machine Learning : The Basics / Alexander Jung

Approaches ML as the computational implementation of the scientific principle. This principle consists of continuously adapting ...

Machine Learning Challenges

This book constitutes the refereed post-proceedings of the First PASCAL Machine Learning Challenges Workshop, MLCW 2005. ...

Machine Learning: ECML 2005

The European Conference on Machine Learning (ECML) and the European Conference on Principles and Practice of Knowledge Discovery ...

Multivariate Statistical Machine Learning Methods for Genomic Prediction

This book brings together the latest genome base prediction models currently being used by statisticians, breeders and data ...

Neural Information Processing : 14th International Conference, ICONIP 2007, Kitakyushu, Japan, November 13-16, 2007, Revised Selected Papers, Part I

The 228 revised full papers presented were carefully reviewed and selected from numerous ordinary paper submissions and 15 ...

Neural Information Processing : 14th International Conference, ICONIP 2007, Kitakyushu, Japan, November 13-16, 2007, Revised Selected Papers, Part II

The 228 revised full papers presented were carefully reviewed and selected from numerous ordinary paper submissions and 15 ...

Software Engineering and Algorithms

This book constitutes the refereed proceedings of the Software Engineering and Algorithms section of the 10th Computer Science ...

Statistical Learning from a Regression Perspective

Statistical Learning from a Regression Perspective considers statistical learning applications when interest centers on the ...

Subspace, Latent Structure and Feature Selection

The inspiration for this volume was a workshop held under the auspices of thePASCAL Network of Excellence. The aimof this ...

Support Vector Machines: Theory and Applications

The support vector machine (SVM) has become one of the standard tools for machine learning and data mining. This carefully ...

Total Books: 1 - 19 /19