You are here: silicon.com > Resources > White Papers > Software and Web Development > Software Development Tools > Software Engineering

Software Engineering White Papers

Graph Embedding and Extensions: A General Framework for Dimensionality Reduction

Overview In graph embedding, each algorithm can be considered as the direct graph embedding or its linear/kernel/tensor extension of a specific intrinsic graph that describes certain desired statistical or geometric properties of a data set, with constraints from scale normalization or a penalty graph that characterizes a statistical or geometric property that should be avoided. Furthermore, the graph embedding framework can be used as a general platform for developing new dimensionality reduction algorithms.

Further White Paper Details
Publisher	Institute of Electrical and Electronics Engineers	File Format	PDF
Date Published	January 2007
Format	White Papers
Topics	Software Engineering, Data Visualization

Did you find this white paper useful?

Breaking Windows: Linux raises its game

Linux guru and key kernel developer for Red Hat, Alan Cox, believes that with the recent rise of Linux vendors freedom of choice is already within IT directors' grasp. But despite all this progress, there are many in the business world still...

Channel:
Comment & Analysis

The Bloor Perspective: Website confidence, the open source war and IT's in the dog house

The whole strategy of Microsoft has for many years been based on a very closed software environment with use of source code strictly controlled and the well publicised embedding of the Microsoft Explorer browser within the Windows-based operating...

Channel:
Comment & Analysis

Scientists up in arms over EU software patent proposals

A group of high-ranking scientists from around Europe is petitioning the European Parliament to prevent the patenting of algorithms and software ideas, the latest twist in the European Commission's attempts to create a unified patent regime across...

Channel:
Law & Policy
Tags:
patent

Open source gets down to business

Embedding open source products in proprietary systems is becoming a popular option for many software firms. The company runs a proprietary GUI and its replication management software (called Lifekeeper) on top of the Linux kernel, and also modifies...

Peter Cochrane's Blog: Of global warming and pirates

Below you can see a graph from that site which shows the relationship between global average temperature and the number of pirates. Basic statistical analysis said this phenomenon was rapidly approaching as close to certainty as it needed to...

Free muni wi-fi projects a pipe dream?

Last week EarthLink said it would pay a $5m penalty to the city of Houston to get a nine month extension on its contract. He said: "EarthLink's decision to scale back its municipal wi-fi has put the entire muni wireless market in a state of flux.

Live Webcast: Telecoms 2.0 - Where is telecoms heading?

In this webcast, our panel of experts will review where we are with next generation telecoms in the UK, working through the concept of 'Telecoms 2.0': - Realising the potential of Next Generation Networks - why it isn't just about the technology? - What attributes should firms be looking for in their telco partner? - Is the relationship between telco provider and customer changing? - What things need to happen to make next generation services a reality? - You say you want the supplier to change. Do you want to change too? - What is Telecoms 2.0?

Publisher:
ZDNet UK

Telecom 2.0: Mind over matter

ntl:Telewest Business believes that the role of the telco is evolving. Gone are the days when it was enough to simply focus on circuits and minutes, customers now need a far higher degree of interaction and look for suppliers who will talk business solutions with them.

Publisher:
ntl:Telewest Business

IBM Information Server Change Data Capture

In today's fast-paced world, access to real-time data has never been more important. To be successful, organizations need to be able to report and analyze corporate data quickly and easily, regardless of what applications created the data, what platform they're running on, or what database they're stored in.

Publisher:
IBM

An examination of server consolidation: the trends that can drive efficiencies and help businesses gain a competitive edge

This white paper provides a starting point for organizations contemplating server consolidation. It includes an overview of server consolidation concepts and techniques and provides guidance on methodologies. It also looks at the potential cost savings associated with server consolidation and offers information on how organizations can sustain the advantage they have gained by consolidating their servers.

Publisher:
IBM

Also on silicon.com

Site Navigation:

Software Engineering White Papers

Graph Embedding and Extensions: A General Framework for Dimensionality Reduction

Quick Sitemap Links:

About Us

Search

Blogs

Verticals

Advertising Features

CNET Networks in Europe

CNET Networks in the United States

CNET Networks in Asia Pacific