decision tree

First Look – Zoot

February 9, 2012

Zoot was founded in 1990 and has been providing hosted decision management solutions since 1992. With a focus on financial services, Zoot’s clients include 3 of the top 5 U.S. banks and they work with clients of all sizes and across all lines of business.  Instant credit decisioning is one of their critical offerings, but [...]

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First Look – Zementis Update

January 24, 2012

I spoke to Zementis back in June of 2011 and got an update on their Universal PMML Plug-in among other things. Since then they report growing client interest with a particular focus on real-time decision-making using real-time scoring in fraud detection for instance. They have also been updating their products. ADAPA, their analytic decision deployment [...]

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First Look – KNIME Analytics Workbench update

January 23, 2012

KNIME is an open source data analytics product based in Zurich, Switzerland that I last wrote about a couple of years ago. They have been working away on the product since then (having started development in 2004 and released their enterprise components in 2010) and have been refining their business plan at the same time. [...]

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First Look – Quiterian

January 10, 2012

Quiterian is a Spanish company with offices in the US, Mexico and Europe. Quiterian Analytics aims to be complementary to traditional tools for reporting by helping companies get more value from their data sooner. In particular they aim to help companies anticipate the future by providing simple to use predictive analytics and by empowering users while [...]

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First Look – Update on InfoCentricity Xeno

December 12, 2011

I got an update from InfoCentricity recently. InfoCentricity are a software company focused on delivering a web-based, advanced predictive analytics workbench (Xeno). They were founded back in 2000 have been releasing various components of their Xeno platform since then as well as a first application based on this platform (Campaign Analyzer). Xeno4 is the new [...]

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First Look – SAS Enterprise Miner 7.1

November 11, 2011

I got an update on Enterprise Miner™ from the folks at SAS recently. Enterprise Miner is their development tool for data miners and predictive analytic specialists and is a graphical environment for designing and executing the steps in the creation of a predictive analytic model. Enterprise Miner 7.1 was part of the SAS 9.3 release [...]

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First Look – IBM’s Next Step in Decision Management

October 6, 2011

IBM is announcing a new product and product positioning today. With the tag line “Turning Automated Decision Management into Real-time Operational Advantage” they have announced WebSphere Operational Decision Management.
This new product is an evolution of the market-leading business rules management system, WebSphere ILOG JRules BRMS, united with IBM’s WebSphere Business Events. It brings business rules [...]

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Blaze Advisor 7 Sneak Peek First Look

September 26, 2011

I got a chance to catch up with FICO to talk about the new release of Blaze Advisor recently. FICO has  a set of decision management solutions consisting of tools (primarily the Blaze Advisor business rules management system, the Model Builder predictive analytic workbench, Decision Optimizer and the Xpress Optimization Suite), applications and analytics (scores [...]

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First Look – FICO Model Builder 7.2

August 18, 2011

Model Builder is FICO’s predictive analytic workbench remains focused on superior scorecard technology with advanced inferencing and reject inference (described in my review of Model Builder 7.1). Integration with the Blaze Advisor BRMS and integration for common variable libraries remains a largely unique feature. The focus of the newly announced Model Builder 7.2 is on [...]

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First Look – JMP Pro

August 10, 2011

I got my first look at JMP recently. JMP originally stood for “John’s Macintosh Project” apparently but is now a major business unit of SAS that has operated independently since 1989. It has about 180 employees and 250,000 users worldwide. The product has long since supported both Windows and Mac platforms and is a full [...]

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First Look – 11Ants Analytics

June 7, 2011

I got a chance to catch up with 11Ants Analytics recently. 11Ants Analytics is a spin-off out of the University of Waikato (the source of the WEKA project), and has commercialized technology for automating the production of predictive models. The technology was inspired by research at Waikato – a leading center for machine learning.. 11Ants [...]

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Update – In2Clouds

May 16, 2011

I got an update from in2clouds recently. Since I last wrote about them (see this First Look on in2clouds) they have made 3 key updates – they have added support for ensemble models, moved to allow private/hybrid cloud deployment and completed their service definition API.
Ensemble models first. While using an ensemble model does not always [...]

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More on the relationship between Decision Management and BPM

May 10, 2011

There’s a great article over on IBM’s Good Decisions blog called “What’s Decision Management got to do with Business Process Management?” The article lays out a nice scenario for Decision Management and differentiates between business event processing, business rules management, analytics and business process management. It is definitely worth a read. There are a couple [...]

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First Look – Sparkling Logic

April 27, 2011

Sparkling Logic is a new company founded by a couple of old colleagues of mine and focused on what they call “Social Logic”. They have developed a social, cloud-based environment designed to help companies find the best, most defined decision logic that launched today at the Gartner BPM Summit. Fundamentally the new platform aims to [...]

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Update – Angoss

April 18, 2011

I got an update from Angoss recently. It has been a while since I was updated on the product – I last blogged about 7.0 which was the last major release. 7.5 is an upgrade from this version –a maintenance release – with 7.6 planned for the end of 2011 and 8.0 due out around [...]

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Decision Management: Orchestrating Consistent Enterprise-Wide Decisions

April 11, 2011

As companies move to this more changeable, uncertain world that requires a coordinate extended enterprise, it is essential to manage decisions as well as processes – not by using process management to manage decisions but by managing decisions alongside processes. These operational decisions – micro decisions – are the front line in driving business agility [...]

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Predictive Models are not Statistical Models

April 11, 2011

A reader of my company’s newsletter recently emailed me and asked me if I could
highlight the difference in how one approaches building a predictive model when compared to more “traditional” descriptive models. And why the approaches are different.
He went on to say that he had
a colleague who insists that developing aggregate statistical models is [...]

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Decisions in IBM WebSphere/ILOG BRMS

March 23, 2011

Christian de Sainte Marie from the ILOG group at IBM presented to the OMG Decision Model Notation day on the role of decisions in the ILOG Business Rules Management System. Christian started by describing a BRMS (see my brief on what is a BRMS) and the ILOG BRMS in particular. He drilled down a little [...]

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Rexer Data Mining Survey Results

March 8, 2011

Karl Rexer has just released the results from his annual survey of data miners – RexerAnalytics.com/Data-Miner-Survey-Results-2010.html. This year 735 data miners responded to an extended survey. Interesting facts from this year’s results:

CRM and Marketing remain the top focus area with goals like retaining customers and understanding them better coming top also.
Decision trees, regression analysis and [...]

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What does IBM Watson mean for Decision Management and Analytics?

February 15, 2011

I have been thinking about IBM’s Watson for a while now. I met some of the team very early in their development and here we are today with Watson slugging it out on TV. To do this it must decompose the question, generate multiple hypotheses and then score them before synthesizing an answer and [...]

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