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Topic: SVM

In the News (Fri 17 May 13)

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	SVM E-Business Solutions
		SVM Launches the E-Business Trends in Manufacturing Survey
		Download SVM’s easy 7-step guide to planning a successful Website.
		Get an expert’s opinion how your Website can be improved to produce measurable results.
	www.svmsolutions.com (80 words)

	BeBits - SVM
		SVM can warn user when more than x (25, 50, 75 or 95) percent of volume's available space is occupied.
		SVM bars looks like ProcessController bars, only with different colors.
		SVM was started as modified version of Space, but after that much source was changed and almost nothing left from original.
	www.bebits.com /app/3042 (334 words)

	SVM - Support Vector Machines
		In fact, a SVM model using a sigmoid kernel function is equivalent to a two-layer, feed-forward neural network.
		Using a kernel function, SVM’s are an alternative training method for polynomial, radial basis function and multi-layer perceptron classifiers in which the weights of the network are found by solving a quadratic programming problem with linear constraints, rather than by solving a non-convex, unconstrained minimization problem as in standard neural network training.
		So the goal of SVM modeling is to find the optimal hyperplane that separates clusters of vector in such a way that cases with one category of the target variable are on one side of the plane and cases with the other category are on the other size of the plane.
	www.dtreg.com /svm.htm (1804 words)

	Keohi HDTV - Expert Tips - Mr Bob - SVM
		SVM -- scan velocity modulation -- as with "enhancement" done with the sharpness control -- emphasizes the vertical lines by adding an opposing fl or white edge to the right of all existing vertical-line edges, including curved ones.
		SVM stretches the vertical lineage to the side, then adds a false secondary reversed -- negative -- image to make up for it.
		Fine detail is not their primary concern, when they design in SVM to a television.
	www.keohi.com /keohihdtv/experttips/mrbob/svm_mrbob.html (616 words)

	SVM (Statechart Virtual Machine)
		SVM is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 2 of the License, or (at your option) any later version.
		SVM is short for Statechart Virtual Machine, a fully functional interpreter for UML statecharts.
		The preliminary version of my master's thesis is available, which serves as a complete documentation on SVM and the DCharts formalism that it supports.
	moncs.cs.mcgill.ca /people/tfeng/uml/svm.html (1189 words)

	Improving the Performance of SVM-RFE to Select Genes in Microarray Data
		The SVM was trained on the training data that was trimmed to the selected genes from each algorithm respectively.
		The SVM model produced was evaluated by its performance on the hidden test data to predict the class labels (since cross validation results on the training data tend to be optimistic).
		The weight vector from the SVM with a linear kernel was used to identify the gene(s) to remove.
	www.biomedcentral.com /content/xml/1471-2105-7-s2-s12.xml (3082 words)

	LTI-Lib: lti::svm Class Reference
		The SVM is trained using the SMO algorithm (sequential minimal optimization) by J.C. Platt (presented at NIPS 1999).
		Although the main members of the svm are not changed some state variables used for efficiency are.
		Thus, it is not save to use the same instance of the svm in two different threads.
	ltilib.sourceforge.net /doc/html/classlti_1_1svm.html (511 words)

	Gist SVM Server
		The SVM algorithm operates by mapping the given training set into a possibly high-dimensional feature space and attempting to locate in that space a plane that separates the positive from the negative examples.
		For some data sets, the SVM may not be able to find a separating hyperplane in feature space, either because the kernel function is inappropriate for the training data or because the data contains mislabeled examples.
		In the SVM server, s is usually set equal to the median of the Euclidean distances from each positive example to the nearest negative example.
	svm.sdsc.edu /svm-overview.html (1040 words)

	Support Vector Machines (SVM)
		Support Vector Machine (SVM) is primarily a classier method that performs classification tasks by constructing hyperplanes in a multidimensional space that separates cases of different class labels.
		To construct an optimal hyperplane, SVM employees an iterative training algorithm, which is used to minimize an error function.
		In a regression SVM, you have to estimate the functional dependence of the dependent variable y on a set of independent variables x.
	www.statsoft.com /textbook/stsvm.html (816 words)

	School of Volunteer Management: Workshops
		Should your organisation or group of organisations in your area have a preference for a particular workshop, the School of Volunteer Management would be happy to deliver at a venue of your choice (see Customised Training).
		In the event that the SVM cancels a workshop, and you have already paid in full, the full fee will be refunded by cheque within 2 working weeks.
		In the event that you wish to cancel from a workshop, the SVM must be notified in writing or by email prior to 5 working days from the scheduled workshop date.
	www.svm.net.au /workshops/workshops_enrolment_form.html (369 words)

	SVM - Support Vector Machines
		The SVM part of Gist is available as an interactive web server at http://svm.sdsc.edu and it is a very convenient option for users that want to experiment with small datasets (several hundreds patterns).
		These SVM classification and SVM regression Java applets were developed by members of Royal Holloway, University of London and AT&T Speech and Image Processing Services Research Lab.
		R-SVM uses SVM for classification and for selecting a subset of relevant genes according to their relative contribution in the classification.
	www.support-vector-machines.org /SVM_soft.html (1299 words)

	Algorithm::SVM - Perl bindings for the libsvm Support Vector Machine library. - search.cpan.org
		$svm->gamma(64); $svm->C(8); # Retrain the SVM with the new parameters.
		An existing SVM is loaded from a file using the Model named parameter.
		The retrain method should be called if any of the parameters are modified from their initial values so as to rebuild the model with the new values.
	search.cpan.org /~lairdm/Algorithm-SVM-0.11/lib/Algorithm/SVM.pm (798 words)

	SVM Application List
		SVM outperformed them in terms of area under ROC curve, but most inportantly, in its ability to get very high true positives rate (50%) for very low false positives rate (0.5%).
		Mattera et al report that SVM are effective for such tasks and that their main advantage is the possibility of trading off the required accuracy with the number of Support Vectors.
		SVMs have many features that make them attractive for gene expression analysis, including their flexibility in choosing a similarity function, sparseness of solution when dealing with large data sets, the ability to handle large feature spaces, and the ability to identify outliers.
	www.clopinet.com /isabelle/Projects/SVM/applist.html (8524 words)

	SVM
		The SVM Classifier 1.2 and SVM SeqClassifier 1.2 are based on JAVA Implementation of LIBSVM, a simplified form of SVM.
		Giving the drug activities, we may also predict a drug's mechanism of actions: Input the data into SVM, one should find the 5-fold validation accuracy is greater than 70% (C-SVC model, polynomial kernel, scale data).
		SVM SeqClassifier is an extension of SVM Classifier: SeqClassifier accepts inputs of DNA or protein sequences.
	www.changbioscience.com /stat/svm.html (836 words)

	The SVM Group PLC (UK)
		SVM has worked for many years for Arthur Andersen at their head office in London so it has a detailed knowledge of the client's needs and expectations.
		SVM was appointed to design the building services scheme for Brindley Place including a silver service kitchen area, café, automated filing store and an impressive reception area based in the atrium core.
		This was in addition to the regular provision of M and E design for office accommodation.
	www.svm.co.uk /projects/aandersen_birmingham.html (186 words)

	- Yann GUERMEUR HOME PAGE
		Prediction of amphipathic in-plane membrane anchors in monotopic proteins using a SVM classifier.
		A new multi-class SVM based on a uniform convergence result.
		Borne "rayon-marge" sur l'erreur "leave-one-out" des SVM multi-classes.
	www.loria.fr /~guermeur (457 words)

	SVM-Light Support Vector Machine
		A good introduction to the theory of SVMs is Chris Burges' tutorial.
		The equivalent of training error for a ranking SVM is the number of training pairs that are misordered by the learned model.
		Uses folding in the linear case, which speeds up linear SVM training by an order of magnitude.
	www.cs.cornell.edu /People/tj/svm_light (2301 words)

	sVM - System Verification Methodology
		sVM provides the conceptual and generation power required to verify the simultaneous behavior of more that one interface at a time.
		The sVM methodology is also highly scalable and adaptable to distributed verification and design team needs.
		sVM also leverages new multi-channel technology in Verisity's Specman Elite that makes it possible to achieve the same goals in one-tenth the number of verification cycles.
	www.verisity.com /products/svm.html (517 words)

	Caen Product Datasheet: SVM (StoreAge Storage Virtualization Manager)
		The SVM appliance is connected to a Fibre Channel loop or switched fabric, and is capable of monitoring the status of physical devices connected to the SAN.
		SVM is a key enabler for advanced disaster recovery strategies and other enterprise storage applications, implemented above the virtualization layer.
		The SVM Agent retrieves the volume information from the SVM appliance and allows the server to communicate directly with the physical storage devices for read/write operations.
	www.caeneng.com /products/models/svm.htm (993 words)

	[No title]
		SVM Global Fund was originally launched in 1991 as Scottish Value Trust.
		SVM Global Fund was previously known as Scottish Value Trust.
		Prior to establishing SVM Asset Management in 1990, he held senior positions with three major financial institutions.
	www.svmonline.co.uk /products/investmenttrusts/svmglobalfund/index.aspx (1080 words)

	SVM
		The SVM algorithm can also be extended to cope with noise in the training set and with multiple classes (Cristianini and Shawe-Taylor, An Introduction to Support Vector Machines, 2000).
		In the SVM, s is usually set equal to the median of the Euclidean distances from each positive example to the nearest negative example.
		Inner class modeling the data for the SVM decision function, used for classifying points with respect to the hyperplane.
	tcatng.sourceforge.net /javadocs/pt/tumba/ngram/svm/SVM.html (1517 words)

	Information: Signals, Images, Systems (ISIS) Research Group - Support Vector Machines
		The foundations of Support Vector Machines (SVM) have been developed by Vapnik [1], and are gaining popularity due to many attractive features,and promising empirical performance.
		It is this difference which equips SVMs with a greater potential to generalise, which is our goal in statistical learning.
		A comprehensive bibliography of SVM papers is maintained by Alex Smola and Bernhard Schölkopf.
	www.isis.ecs.soton.ac.uk /resources/svminfo (208 words)

	SVM - Fidelity
		SVM are a specialist investment house focusing on stock picking in the UK and European equity markets.
		All SVM funds are driven by the search for undervalued companies with above average earnings potential.
		Stock selections depend on thorough fundamental company analysis resulting in concentrated portfolios of rigorously researched stocks which are held with conviction.
	www.fidelity.co.uk /adviser/fnw/about/partners/svm.html (138 words)

	SvmFu Documentation
		The algorithm is somewhat inspired by Platt's SVM algorithm, in that it optimizes a pair of points at each iteration, with many important twists of my own.
		It takes only three arguments; the SVM, kernel, and data type parameters are all taken from the saved SVM file.
		The format of the file is detected automatically, and all other SVM and kernel parameters are taken from the (human-readable) header of this file.
	five-percent-nation.mit.edu /SvmFu (2681 words)

	SVM E-Business Solutions: Services
		SVM will help you transform your Website into a powerful online marketing machine.
		SVM will equip you with sophisticated marketing analytics to track and measure the success of your online marketing machine.
		Contact SVM today to learn more about how you can build an online marketing machine.
	www.svmsolutions.com /services (158 words)

	OpenSolaris Forums: Interest in an online tutorial on SVM ...
		I would be really interested in seeing the community start actively participating and contributing to SVM.
		SVM community or an as yet to be created "training" community.
		However I wanted to let folks that we plan to put out high level tutorial on SVM soon.
	www.opensolaris.org /jive/thread.jspa?threadID=8538&tstart=0 (458 words)

	StoreAge - SVM (Site not responding. Last check: 2007-10-29)
		SVM (Storage Virtualization Manager) is a SAN appliance that provides virtual volume management in heterogeneous environments.
		Uniquely designed to virtualize storage off the data path, the SVM does not impose any performance penalty and thus delivers highly scalable and highly available SANs at levels not found with traditional approaches.
		The SVM provides centralized management for distributed enterprise storage, significantly reducing Total Cost of Ownership.
	www.storeage.com /pages/products_content.asp?intGlobalId=13&intType=1&intSolutionId=1 (111 words)

	LSI : Storage : Products : StoreAge : SVM (Site not responding. Last check: 2007-10-29)
		SVM (Storage Virtualization Manager) is a SAN appliance that provides virtual volume management in heterogeneous environments.
		Uniquely designed to virtualize storage off the data path, the SVM does not impose any performance penalty and delivers a highly scalable and highly available SAN infrastructure at levels not found with alternative approaches.
		The SVM provides centralized management for distributed enterprise storage, significantly reducing the Total Cost of Ownership.
	www.lsi.com /storage_home/products_home/StoreAge/svm/index.html (123 words)

	svm - command line interface for remote Subversion repository mirroring - search.cpan.org
		Initialize the path in svm repository to mirror from url.
		Invoke the synchronization of path in svm repository according the how it is initialized.
		This program is free software; you can redistribute it and/or modify it under the same terms as Perl itself.
	search.cpan.org /~clkao/SVN-Mirror-0.70/bin/svm (151 words)

	SVM Mac
		Abonnez-vous à la newsletter hebdo de SVM Mac
		Coups de cœur, coups de gueule, les journalistes de la rédaction de SVM Mac bloguent…
		© 2007, tous droits réservés - Le site de SVM Mac est une publication de Volnay Publication France.
	www.svmmac.fr (0 words)

	Schuylkill Valley Metro
		History of the SVM project from 1994 to now.
		An overview of the "Short List" of options from the original Major Investment Study that was released in 2002.
		The original MIS/DEIS from 2002 for the SVM project.
	www.svmetro.com /svm (194 words)

	TSEC/KYV-2A Secure Voice Module SVM
		The SVM, TSEC/KYV-2A is interchangeable with, and is the follow-on for the SVM, TSEC/KYV-2.
		The KYV-2() SVM use of pin F instead of the common use of pin A for ground makes it a non standard application and may have been the reason that the KYV-2() was removed from service.
		The SVM has an OFF (Zeroize) switch that shorts out the main power supply (main 15 Volt battery) and should only be swithed to OFF (Zeroize) when the SVM is seperated from the battery and the hold up batteries have been removed for the SVM.
	www.pacificsites.com /~brooke/KYV2.shtml (5977 words)

	SVMlin
		It is well-suited to classification problems involving a large number of examples and features.
		It currently implements two extensions of standard SVMs to incorporate unlabeled examples.
		Given just 1000 labels, it can utilize the remaining hundreds of thousands of unlabeled examples for training a semi-supervised linear SVM in about 20 minutes.
	people.cs.uchicago.edu /~vikass/svmlin.html (670 words)

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