Ditemukan 261 dokumen yang sesuai dengan query
The volume is organized in three parts. Part I includes four chapters concerned with various aspects of data cube and ontology-based representations. Part II is composed of four chapters concerned with efficient pattern mining issues, while in part III the last four chapters address data preprocessing and Information retrieval...
Berlin: [, Springer-Verlag], 2012
e20399152
eBooks Universitas Indonesia Library
Wu, Junjie, author
This book addresses these challenges and makes novel contributions in establishing theoretical frameworks for K-means distances and K-means based consensus clustering, identifying the "dangerous" uniform effect and zero-value dilemma of K-means, adapting right measures for cluster validity, and integrating K-means with SVMs for rare class analysis. This book not only...
Berlin: Springer-Verlag, 2012
e204063793
eBooks Universitas Indonesia Library
Honghua Dai, editor
Reliable knowledge discovery focuses on theory, methods, and techniques for RKDD, a new sub-field of KDD. It studies the theory and methods to assure the reliability and trustworthiness of discovered knowledge and to maintain the stability and consistency of knowledge discovery processes. RKDD has a broad spectrum of applications, especially...
New York: Springer, 2012
e20406462
eBooks Universitas Indonesia Library
Kazar, Baris M., author
This book explores computational structure of the exact and approximate spatial autoregression (SAR) model solutions. Estimation of the parameters of the SAR model using Maximum Likelihood (ML) theory is computationally very expensive because of the need to compute the logarithm of the determinant (log-det) of a large matrix in the...
New York: Springer, 2012
e20406472
eBooks Universitas Indonesia Library
Furnkranz, Johannes, author
This book presents the fundamentals of rule learning as investigated in classical machine learning and modern data mining. It introduces a feature-based view, as a unifying framework for propositional and relational rule learning, thus bridging the gap between attribute-value learning and inductive logic programming, and providing complete coverage of most...
Berlin: Springer-Verlag, 2012
e20407972
eBooks Universitas Indonesia Library
Max Bramer, editor
They present new and innovative developments and applications, divided into technical stream sections on data mining, data mining and machine learning, planning and optimisation, and knowledge management and prediction, followed by application stream sections on language and classification, recommendation, practical applications and systems, and data mining and machine learning. The...
London: Springer-Verlag, 2012
e20408175
eBooks Universitas Indonesia Library
Denecke, Kerstin
Denecke’s objective is to introduce the multiple possibilities and facets of surveillance and its applications. She first introduces the task of surveillance and provides an overview on surveillance in various domains. Next, the various information sources that are available and could already be used by surveillance systems are summarized. In...
Heidelberg: [Springer, ], 2012
e20408759
eBooks Universitas Indonesia Library
Florent Domenach, editor
This book constitutes the refereed proceedings of the 10th International Conference on Formal Concept Analysis, ICFCA 2012, held in Leuven, Belgium in May 2012. The 20 revised full papers presented together with 6 invited talks were carefully reviewed and selected from 68 submissions. The topics covered in this volume range...
Berlin: [, Springer-Verlag], 2012
e20409047
eBooks Universitas Indonesia Library
Anthony Bonato, editor
This book constitutes the refereed proceedings of the 9th International Workshop on Algorithms and Models for the Web-Graph, WAW 2012, held in Halifax, Nova Scotia, Canada, in June 2012. The 13 papers presented were carefully reviewed and selected for inclusion in this volume. They address a number of topics related...
Berlin: [, Springer-Verlag], 2012
e20409274
eBooks Universitas Indonesia Library
Jean-Gabriel Ganascia, editor
This book constitutes the refereed proceedings of the 15th International Conference on Discovery Science, DS 2012, held in Lyon, France, in October 2012. The 22 papers presented in this volume were carefully reviewed and selected from 46 submissions. The field of discovery science aims at inducing and validating new scientific...
Berlin: [Springer-Verlag, ], 2012
e20409968
eBooks Universitas Indonesia Library
