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A tutorial on support vector machines for pattern recognition

by Christopher J. C. Burges - Data Mining and Knowledge Discovery , 1998
"... The tutorial starts with an overview of the concepts of VC dimension and structural risk minimization. We then describe linear Support Vector Machines (SVMs) for separable and non-separable data, working through a non-trivial example in detail. We describe a mechanical analogy, and discuss when SV ..."
Abstract - Cited by 3393 (12 self) - Add to MetaCart
performance is guaranteed for SVMs, there are several arguments which support the observed high accuracy of SVMs, which we review. Results of some experiments which were inspired by these arguments are also presented. We give numerous examples and proofs of most of the key theorems. There is new material

LEDA: A Platform for Combinatorial and Geometric Computing

by Kurt Mehlhorn, Stefan Näher, Christian Uhrig , 1999
"... We give an overview of the LEDA platform for combinatorial and geometric computing and an account of its development. We discuss our motivation for building LEDA and to what extent we have reached our goals. We also discuss some recent theoretical developments. This paper contains no new technical ..."
Abstract - Cited by 711 (46 self) - Add to MetaCart
We give an overview of the LEDA platform for combinatorial and geometric computing and an account of its development. We discuss our motivation for building LEDA and to what extent we have reached our goals. We also discuss some recent theoretical developments. This paper contains no new

Progressive Meshes

by Hugues Hoppe
"... Highly detailed geometric models are rapidly becoming commonplace in computer graphics. These models, often represented as complex triangle meshes, challenge rendering performance, transmission bandwidth, and storage capacities. This paper introduces the progressive mesh (PM) representation, a new s ..."
Abstract - Cited by 1315 (11 self) - Add to MetaCart
Highly detailed geometric models are rapidly becoming commonplace in computer graphics. These models, often represented as complex triangle meshes, challenge rendering performance, transmission bandwidth, and storage capacities. This paper introduces the progressive mesh (PM) representation, a new

Data Mining: Concepts and Techniques

by Jiawei Han, Micheline Kamber , 2000
"... Our capabilities of both generating and collecting data have been increasing rapidly in the last several decades. Contributing factors include the widespread use of bar codes for most commercial products, the computerization of many business, scientific and government transactions and managements, a ..."
Abstract - Cited by 3142 (23 self) - Add to MetaCart
of data and information. This explosive growth in stored data has generated an urgent need for new techniques and automated tools that can intelligently assist us in transforming the vast amounts of data into useful information and knowledge. This book explores the concepts and techniques of data mining

NEW MATERIALS OF

by Ministerio De, Cultura Y Educacion, Lagosuchus Talampayensis, Lower Chanarian, Lagosuchus Talampayensis Romer , 1975
"... On the basis of new remains of Lagosuchus that are thoroughly described, including most of the skeleton except the manus, it is assumed that Lagosuchus is a form intermediate between Pseudosuchia and Saurischia. The presacral vertebrae show three morphological zones that may be related to bipedality ..."
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On the basis of new remains of Lagosuchus that are thoroughly described, including most of the skeleton except the manus, it is assumed that Lagosuchus is a form intermediate between Pseudosuchia and Saurischia. The presacral vertebrae show three morphological zones that may be related

Distributed Cognition: Toward a New Foundation for Human-Computer Interaction Research

by James Hollan, Edwin Hutchins, David Kirsh - ACM Transactions on Computer-Human Interaction , 2000
"... We are quickly passing through the historical moment when people work in front of a single computer, dominated by a small CRT and focused on tasks involving only local information. Networked computers are becoming ubiquitous and are playing increasingly significant roles in our lives and in the basi ..."
Abstract - Cited by 425 (5 self) - Add to MetaCart
-computer interaction, sketch an integrated research framework, and use selections from our earlier work to suggest how this framework can provide new opportunities in the design of digital work materials.

New materials and technologies

by R. Pampuch
"... Abstract. A short overview of the developments of functional materials featuring miniaturisation and integration is illustrated by examples taken from the field of ceramic functional materials. To obtain new materials new methods are required. Most of them are microfabrication processes developed by ..."
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Abstract. A short overview of the developments of functional materials featuring miniaturisation and integration is illustrated by examples taken from the field of ceramic functional materials. To obtain new materials new methods are required. Most of them are microfabrication processes developed

New Materialism: Interviews &

by Of Today Rosi Braidotti, Manuel Del, Karen Barad, Quentin Meillassoux The, Cover Katherine, Gillieson Illustration, Tammy Lu, Rick Dolphijn, Iris Van Der Tuin
"... This book is the first monograph on the theme of ‘new materialism, ’ an emerging trend in 21st century thought that has already left its mark in such fields as philosophy, cultural theory, feminism, science studies, and the arts. The first part of the book con-tains elaborate interviews with some of ..."
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This book is the first monograph on the theme of ‘new materialism, ’ an emerging trend in 21st century thought that has already left its mark in such fields as philosophy, cultural theory, feminism, science studies, and the arts. The first part of the book con-tains elaborate interviews with some

Classification of Wetlands and Deepwater Habitats of the United States

by Lewis M. Cowardin, Virginia Carter, Francis C. Golet, Wildlife Service - FWS/OBS79/31. USDI, U.S. Fish and Wildlife Service, Office of Biological Service. 103 , 1979
"... This classification, to be used in a new inventory of wetlands and deepwater habitats of the United States, is intended to describe ecological taxa, arrange them in a system useful to resource managers, furnish units for mapping, and provide uniformity of concepts and terms. Wetlands are defined by ..."
Abstract - Cited by 411 (1 self) - Add to MetaCart
This classification, to be used in a new inventory of wetlands and deepwater habitats of the United States, is intended to describe ecological taxa, arrange them in a system useful to resource managers, furnish units for mapping, and provide uniformity of concepts and terms. Wetlands are defined

The Application of High and New Material in Sports

by Xiangqin Song
"... Abstract—Sports are based on the progress of science sports, and it relies on the development of materials science. Modern information technology and new materials is changing the human production and way of life. High and new materials in sports play a vital role in the process of development. Keyw ..."
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Abstract—Sports are based on the progress of science sports, and it relies on the development of materials science. Modern information technology and new materials is changing the human production and way of life. High and new materials in sports play a vital role in the process of development
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