3 techniques to improve AML transaction monitoring strategies
Fight back against sophisticated money launderers with these 3 techniques.
Tag: predictive modeling
Bringing peace of mind to COVID-19 modeling with prediction and causation
A note from Udo Sglavo: In Digital transformation, scientific computing, and peace of mind, I mention that the COVID-19 pandemic is paralyzing the world. However, new challenges are also inspiring new ideas to tackle those challenges. We might ask questions about what is causal in nature, trying to figure out
A practical guide to tackle auto insurance fraud - Part 3: Advanced Analytics
This is the third of the seven parts of blog post series “A practical guide to tackle auto insurance fraud”. In the first two articles of the series we drilled down to Data Management and Data Quality as the basis for insurance fraud detection analytics and also to the Business
And the weather yesterday was …
“And the weather yesterday was a sunny 18oC with warm spells in the south and showers in the north. This is similar to the pattern we saw last Thursday.” Imagine if the weather forecast only restated what happened in the past -- would we bother waiting until the end of
Smart Blood ? Wir werten Sie aus Mr. Bond!
Hatten Sie auch bei dem von „Q“ verwendeten Begriff „Smart Blood“ während der Injektion der Nanoteilchen in Bond’s Blutbahn sofort ein völlig neues Feld für interessante Use Cases im Bereich der menschlichen Sensortechnik vor Augen? Ob 007 wohl klar ist, was der MI6 mit den so gewonnenen Informationen über die
An introduction to machine learning
Machine learning is moving into the mainstream. Once the sole purview of academic researchers and advanced technology firms, machine learning is now being is used by many companies in more traditional industry verticals. Machine learning uses mathematical (not necessarily statistical) models to learn about data. In this context, learning about
Appliance malfunctions and predictive modeling?
It’s been very hot here in Northern Italy: electricity provision has struggled to keep up and we’ve had frequent power outages in the area, even within our apartment building. A bit inconvenient? Don’t get me started. I feel like my home appliances have turned against me, taking me back to
Demystifying analytics
There is no doubt that analytics is an overused and often abused term. So what does really analytics means? In part 2 of a series of articles on the analytical lifecycle, this blog will highlight some of the common and emerging techniques used to analyze data and build predictive models
Is predictive analytics misguiding your fraud detection efforts?
When it comes to fraud detection and risk mitigation, predictive modeling has earned a reputation as the “heavy hitter” in the realm of data analytics. As our celebration of International Fraud Awareness Week continues, I would challenge our readers to ask themselves this question, “Is the reliance upon predictive analytics
Lost in translation: Interpreter business rife with fraud
Another day, another scam defrauding insurers and governments. For purposes of full disclosure, the case I'm highlighting today comes from Washington's Labor and Industries (L&I), the agency where I formerly worked and headed up fraud prevention efforts, and the investigation dates back to my time there. During my time there,
RPM Part 3: How to use predictive modeling with SAS to analyze crime data
Fasten your seat belts - it's time to put the pedal to the metal. In this segment, we're going to burn rubber and unleash the full fury of the advanced RPM model on the unsuspecting burglary data! We will pop the hood and take a sneak peek at the drive
Identity theft? Next step, government fraud
Sometimes, it is good to start with a confession. I filed my taxes at the last minute. It was past time to get some money back from the IRS before they could waste $60,000 on another Star Trek spoof video. Normally I'm one of those people that files in February,
Are Your Wages Killing You? Study Opens The Door For Workers Comp Fraud
Personally, I love studies. They help put things into context, and when done well, provide an independent and hopefully unbiased view of the forces that shape our lives. They are also a great way to see government funds used in strange ways. For example, the new NIOSH (National Institute for
As fraud escalates, are we approaching the Financial 9/11?
Watching our nation approach the "fiscal cliff", and the dire predictions if we truly drive off it like the last scene in Thelma and Louise, has sharpened my view of the potential risks that huge gaps of fraud and abuse present to all of us. One of the key lessons
Monitoring for event patterns
David Loshin's latest blog post: "Monitoring for Event Patterns."
Building a culture of analytics one employee at a time
SAS customers are both bright and generous. Recently, I met several who gathered to discuss SAS Enterprise Miner and SAS Model Manager predictive analytics and data mining software. Hiring the best I loved listening to their discussion on what they look for and how they find the people who will
Cooking up new ways to analyze your data with SAS 9.3
There are many things that I enjoy in life, but cooking and analytics are two of the things that excite me the most. In my free time, one of my favorite things to do is experiment in the kitchen to try to come up with something new and different to
The incremental impact
Tapan and I had the chance to talk with Karen Washburn, Manager for the SAS Business Knowledge Series, a SAS Education Division program, who is joining us at Predictive Analytics World this week! Karen will be participating in the conference and seeking out new partners to join the Business Knowledge
Hands On Predictive Analytics with Dean Abbott
Tapan Patel and I recently caught up with Dean Abbott, President, Abbott Analytics for a Q&A session on Predictive Analytics World that takes place during Data Driven Busines Week March 14-15 in San Francisco. Question: Any thoughts you would like to share for upcoming Predictive Analytics World 2011 Conference? What
The culture of analytics at Marriott
At last week's SAS Global Forum, I sat down for a few minutes with Stephan Chase, Vice President of Customer Knowledge at Marriott Hotels. Chase's team provides the analytics and predictive modeling to the marketing team within the Marriott Rewards business unit. I asked him to elaborate on an earlier