decision tree

Top 10 analytic mistakes

October 29, 2010

Syndicated from Smart Data Collective
One of my favorite presenters, John Elder, presented his top 10 analytic mistakes at Teradata Partners.
Lack Data is problem zero – obviously you need data to do data mining and analytics. Without data that is relevant to the problem you cannot use analytics to solve it. In particular [...]

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Fighting fraud at MetLife Auto and Home #pawcon

October 20, 2010

David McMichael of MetLife came next. MetLife Auto and Home is a mid size P&C insurance arm within the overall MetLife group. David runs the Quantitative Research and Modeling team within the actuarial department. Team has grown over the last few years with a diverse set of people, something they find very valuable and expanded [...]

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Decision Services need more than rules – #rulesfest

October 12, 2010

I just completed my presentation at RulesFest so here are the key points.
For the RulesFest audience I assumed that either they were already using business rules or at least that they plan to be, and that  they knew what a rule engine is and how it works. Before going on to my five points, let [...]

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First Look – in2clouds

September 29, 2010

in2clouds is focused on helping companies use Predictive Analytics to improve their business performance. Founded by MicroStrategy alumni and launched in 2009, in2clouds is a small company that has been working in hi-tech, financial services and retail. Seeing analytics as “the next big thing” they want to reduce the friction for mainstream adoption and help [...]

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Decision Management – aligning strategy and operations #bas2010

September 29, 2010

The folks from SPSS and ILOG presented on Decision Management – Aligning Organizational Strategy with Day-to-Day Operations. I have blogged before about SPSS Decision Management and Modeler products. Before acquiring SPSS, IBM talked about the move towards optimizing decisions – replacing sense and respond with predict and act, becoming more fact-driven in real-time and driving [...]

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First Look – Microsoft Analytics

September 8, 2010

I got an update from Microsoft recently. We covered lots of different products in and around data/analytics – some public, some under NDA. Microsoft is making a serious investment in SQL Server as well as into SharePoint and Excel. BI tools, they say, are not getting to most people and Microsoft sees this as an [...]

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First Look – DataInfoCom

September 1, 2010

I caught up with DataInfoCom recently – a research-oriented software company headquartered in Austin, Texas. Their focus is on what they call Predictive Decision Management. Their software product, OSMOSYS, delivers predictive decisioning over the Internet – Decisions as a Service or DaaS as I call it. Their customers include a couple of well known, Fortune [...]

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First Look – Modellica Decision Engine

May 20, 2010

I got an update on Modellica’s Decision Engine recently. I was referred to Modellica by the folks at GDS Link who use the Modellica rules capability in their DataView 360 product. Modellica is a European rules and decision management solution with 20 or so projects for 10 clients (one in the US, the rest in [...]

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First Look – Oracle Data Mining

April 27, 2010

I got an update on Oracle Data Mining – the in-database solution for data mining and predictive analytics offered by Oracle – recently. They have made ODM available on the amazon compute cloud so you can easily try it and they have been doing some interesting work on a new GUI and on integration with [...]

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First Look – SAS Text Analytics

April 5, 2010

I got a chance to chat with some folks from SAS about their text analytics. SAS’ Business Analytics framework contains an Analytics component and within this exists a set of products from SAS such as Enterprise Miner and Model Manager as well as a set of capabilities like Operations Research, Forecasting and Text Analytics.
The text [...]

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New Rexer Analytics survey

March 30, 2010

Syndicated from BeyeNetwork
I recently got the survey results from the annual data mining survey that Karl Rexer of Rexer Analytics runs. You can get the summary here or the full results from Karl but here are my thoughts:

Data mining is everywhere. The most cited areas are CRM / Marketing and Financial Services with a [...]

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Protecting the most vulnerable #pawcon

February 16, 2010

John McConnell of Analytical People presented on the use of analytics in the UK’s transition to digital TV. This is being rolled out region by region, trying to improve the process each time. Several regions have been converted already. There is a group of people, in the UK as in other countries, for whom TV [...]

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Inductive Business-Rule Discovery in Text Mining #pawcon

February 16, 2010

Dean Abbott of Abbott Analytics presented on the induction of business rules having become, he said, reacquainted with and convinced of the value of business rules alongside data mining (something, of course, I would strongly support). The particular problem was a call center help desk in which text mining was used to find the rules [...]

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First Look – TRIAD 8.5 and Decision Graph

February 15, 2010

TRIAD 8.5 has just been released and is the latest version of FICO’s combined account manager and customer manager platform for financial services companies (its focus is on accounts/customers where credit risk is a critical issue). I got an update recently focused on Decision Graph. Decision Graph is  one of the new capabilities. Decision Graph [...]

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First Look – Data Applied

January 13, 2010

I got a chance to chat with Data Applied, a new start up that, like Clario (reviewed previously), offers real data mining in the cloud. This product is aimed at business users and is a very data-centric, web-based application for visualization and data mining/deep analysis. They are targeting folks with hundreds of thousands of records [...]

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First Look – Scorto

January 5, 2010

I caught up with a new (to me at least) decisioning platform recently. Scorto works with credit organizations to manage credit risks and make objective decisions when selling mass credit products. They offer what they refer to as decision support (but I would call blended decision management and decision support) in everything from personal/small commercial [...]

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First Look – SAS Enterprise Miner/Model Manager

December 3, 2009

The folks from SAS gave me a quick update the other day on SAS Enterprise Miner and SAS Model Manager, two of SAS’ data mining/predictive analytics products. I often blog about SAS, as you would expect, but I have not done any product posts. SAS’ Business Analytics Framework is focused on helping organizations find the [...]

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Early results from the Rexer data mining survey

November 23, 2009

Karl Rexer of Rexer Analytics sent me a note the other day about some early results of the 3rd Annual Data Miner Survey in the Spring of 2009.  Like the previous surveys (I blogged about the 2008 survey), it  examined data miners’ algorithms and tools, opinions and views, types of data analyzed, challenges encountered, and [...]

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Cost reduction in bill insert campaigns with predictive analytics #paw

October 20, 2009

Stamatis Stefankos gave a presentation on his work with Sunrise Communications to forecast and reduce printing and mailing costs in a CRM context. Sunrise is the #2 telco in Switzerland with mobile and landline customers with 1.7 mobile customers (the majority). They have a typical data infrastructure with a data warehouse that pulls in data [...]

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