Holomorphic Morse Inequalities and Bergman Kernels
The main analytic tool is the analytic localization technique in local index theory developed by Bismut-Lebeau. The book ...
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Independent Component Analysis and Blind Signal Separation
This book constitutes the refereed proceedings of the 6th International Conference on Independent Component Analysis and ...
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Information Security and Privacy
A Few Thoughts on E-Commerce.- New CBC-MAC Forgery Attacks.- Cryptanalysis of a Public Key Cryptosystem Proposed at ACISP ...
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Innovations in Fuzzy Clustering
There is a great interest in clustering techniques due to the vast amount of data generated in every field including business, ...
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Innovations in Machine Learning
Machine learning is currently one of the most rapidly growing areas of research in computer science. In compiling this volume ...
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Intelligent Computing
The International Conference on Intelligent Computing (ICIC) was formed to provide an annual forum with dedication to the ...
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Intelligent Computing Theories and Application
This two-volume set of LNCS 12463 and LNCS 12464 constitutes - in conjunction with the volume LNAI 12465 - the refereed proceedings ...
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Introduction to the Theory of Cooperative Games
This book systematically presents the main solutions of cooperative games: the core, bargaining set, kernel, nucleolus, and ...
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Kernel Based Algorithms for Mining Huge Data Sets
"Kernel Based Algorithms for Mining Huge Data Sets" is the first book treating the fields of supervised, semi-supervised ...
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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 ...
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Knowledge Discovery in Databases: PKDD 2005
The European Conference on Machine Learning (ECML) and the European Conference on Principles and Practice of Knowledge Discovery ...
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Knowledge Discovery in Databases: PKDD 2007
The two premier annual European conferences in the areas of machine learning and data mining have been collocated ever since ...
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Learning Theory
It covers unsupervised, semisupervised and active learning, statistical learning theory, inductive inference, regularized ...
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Learning Theory (vol. # 4005)
This book constitutes the refereed proceedings of the 19th Annual Conference on Learning Theory, COLT 2006, held in Pittsburgh, ...
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Machine Learning : Modeling Data Locally and Globally
Machine Learning - Modeling Data Locally and Globally presents a novel and unified theory that tries to seamlessly integrate ...
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Machine Learning Challenges
This book constitutes the refereed post-proceedings of the First PASCAL Machine Learning Challenges Workshop, MLCW 2005. ...
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Machine Learning for Audio, Image and Video Analysis : Theory and Applications
The book is organized in four parts: The first focuses on technical aspects, basic mathematical notions and elementary machine ...
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Machine Learning: ECML 2007
The two premier annual European conferences in the areas of machine learning and data mining have been collocated ever since ...
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Medical Image Computing and Computer-Assisted Intervention – MICCAI 2005
This paper presents a method for classification of medical images, using machine learning and deformation-based morphometry. ...
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Meshfree Methods for Partial Differential Equations II
A Particle Strategy for Solving the Fokker-Planck Equation Modelling the Fiber Orientation Distribution in Steady Recirculating ...
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