Page 1 of top 100 OER material results
Inspect Deep Support Vector Machines
http://videolectures.net/roks2013_wiering_vector/

In this paper we describe a novel extension of the support vector machine, called the deep support vector machine (DSVM). The original SVM has a single layer with kernel functions and is ...

Language:eng Provider:Videolectures.NET
Inspect A Bahadur Type Representation of the Linear Support Vector Machine and its Relative Efficiency
http://videolectures.net/mlss09us_lee_btrlsvm/

The support vector machine has been used successfully in a variety of applications. Also on the theoretical front, its statistical properties including Bayes risk consistency have been examined rather extensively. ...

Language:eng Provider:Videolectures.NET
Inspect A Support Vector Machine Approach to Dutch Part-of-Speech Tagging
http://videolectures.net/ida07_poel_asvma/

Part-of-Speech tagging, the assignment of Parts-of-Speech to the words in a given context of use, is a basic technique in many systems that handle natural languages. This paper describes a ...

Language:eng Provider:Videolectures.NET
Inspect The Feature Importance Ranking Measure
http://videolectures.net/ecmlpkdd09_kramer_firm/

Most accurate predictions are typically obtained by learning machines with complex feature spaces (as e.g. induced by kernels). Unfortunately, such decision rules are hardly accessible to humans and cannot easily ...

Language:eng Provider:Videolectures.NET
Inspect Shark
http://videolectures.net/mloss08_glasmachers_shark/

Shark is a C++ machine learning library. Tutorials and html documentation make Shark easy to learn. The installation of Shark is straightforward, it does not depend on any third party software ...

Language:eng Provider:Videolectures.NET
Inspect Localized Projection Learning
http://videolectures.net/ssspr2010_tsuji_lpl/
Language:eng Provider:Videolectures.NET
Inspect Embedded Machine Learning: Using Support Vector Machines in Wireless Sensor Networks using TinyOS and Lego Mindstorms NXT
http://videolectures.net/ecmlpkdd08_pedersen_emlu/

The tutorial on embedded machine learning will present a case study of implementing and using a binary support vector machine in wireless sensor networks. It will use a very popular ...

Language:eng Provider:Videolectures.NET
Inspect Optimal Support Vector Selection for Kernel Perceptrons
http://videolectures.net/learning06_garcia_osvsk/
Language:eng Provider:Videolectures.NET
Inspect Introduction to CLOP Machine Learning Toolbox
http://videolectures.net/bootcamp07_saffari_mls/
Language:eng Provider:Videolectures.NET
Inspect Patterns in Vector Spaces
http://videolectures.net/aop09_ricci_pivs/
Language:eng Provider:Videolectures.NET