Data Mining: Foundations and Practice
This book contains valuable studies in data mining from both foundational and practical perspectives. The foundational studies ...
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Difference Algebra
This book reflects the contemporary level of difference algebra; it contains a systematic study of partial difference algebraic ...
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Distributed Applications and Interoperable Systems (vol. # 4025)
This volume contains the proceedings of the IFIP WG 6.1 International Working Conference on Distributed Applications and ...
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Distributed and Parallel Systems
DAPSY (Austrian-Hungarian Workshop on Distributed and Parallel Systems) is an international conference series with biannual ...
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Formal Models of Operating System Kernels
The purpose of this book is to show that the formal specification of kernels is not only possible but also necessary if operating ...
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Formal Refinement for Operating System Kernels
The purpose of this book is to show that the formal specification of kernels can be followed by a completely formal refinement ...
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Geometric Function Theory
Complex variables is a precise, elegant, and captivating subject. Presented from the point of view of modern work in the ...
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Geometric Function Theory
Complex variables is a precise, elegant, and captivating subject. Presented from the point of view of modern work in the ...
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Hardening Linux
“Hardening” is the process of protecting a system and its applications against unknown threats. Hardening Linux identifies ...
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Hebbian Learning and Negative Feedback Networks
This book is the outcome of a decade’s research into a speci?c architecture and associated learning mechanism for an ...
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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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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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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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