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Predictive Analytics

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DEFINITION: Complex event processing (CEP) is the use of technology to predict high-level events likely to result from specific sets of low-level factors. CEP identifies and analyzes cause-and-effect relationships among events in real time, allowing personnel to proactively take effective actions in response to specific scenarios. CEP is an evolving paradigm originally conceived in the 1990s by Dr. David Luckham  … 
Definition continues below.
Predictive Analytics Reports
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The Human Face of Big Data: Pulse of the Planet
sponsored by
BOOK: Big Data is about to radically transform our understanding of the planet, writes entrepreneur and commentator, Esther Dyson.
Posted: 18 Jan 2013 | Published: 18 Jan 2013

Roadmap to the Predictive Analytics Promised Land
sponsored by SearchBusinessAnalytics
EBOOK: In this expert guide, you'll find out how to plan and manage successful predictive analytics initiatives that help deliver real business benefits. Additionally, read on to see tips on ensuring that your projects are on the right track, as well as how to avoid common pitfalls.
Posted: 28 Mar 2013 | Published: 28 Mar 2013


E-Guide: Social Analytics: Opportunities and Challenges
sponsored by IBM
EGUIDE: Read this e-guide to learn how social media analytics can help businesses improve marketing by quantifying customer value at different stages of the life cycle, but also that they need tools like in-memory computing to provide real-time analysis of vast volumes of customer behavior data.
Posted: 21 Dec 2012 | Published: 21 Dec 2012


Business Agility Insights Vol. 1, No. 4
sponsored by IBM
EZINE: Read this expert e-guide to learn how CEP and predictive analytics can be incorporated into business process management (BPM) and decision management programs to give today's organizations constant access to the right information so their operations can react quickly to marketplace changes— and, where possible, begin to anticipate them as well.
Posted: 15 Dec 2012 | Published: 31 Aug 2012


Enhancing Decision-Making, Cost-Efficiency, and Profitability With Predictive Analytics
sponsored by Information Builders
WHITE PAPER: Business and IT leaders are under pressure to make more intelligent decision and more accurate estimates – making effective predictive analytics a top priority in today's business world. Read this paper to learn about a next-generation unified decision-support environment that can simplify the analysis of past, present, and future data.
Posted: 03 Aug 2012 | Published: 01 Aug 2012

Information Builders

From Big Data to Better Insights
sponsored by Oversight Systems
WHITE PAPER: This white paper provides insights on how you can enjoy the benefits of Big Data without having to pay high costs. Discover an approach that can speed return on investment and shorten deployment times so you can make better decisions for your business.
Posted: 06 Jul 2012 | Published: 06 Jul 2012

Oversight Systems

A Beautiful, Cloudy Forecast: Research shows business potential in cloud-based predictive analytic solutions
sponsored by Teradata
WHITE PAPER: Predictive analytics and cloud solutions are changing the way organizations do business. But what about predictive analytics in the cloud? Check out this article by industry expert James Taylor on the concerns and benefits regarding cloud-based predictive analytics and learn about companies that have experienced the impressive results. 
Posted: 21 Jun 2012 | Published: 21 Jun 2012


Advancing Healthcare through the Application of Predictive Knowledge Management
sponsored by Dell, Inc.
WHITE PAPER: This white paper examines how the health care industry can proactively support patient-focused care through the use of technology services that enable predictive analysis.
Posted: 20 Jun 2012 | Published: 20 Jun 2012

Dell, Inc.

How to Master Business Forecasting
sponsored by Centage
EBOOK: This e-book aims to provide you with a better understanding of the nature and the source of the problems of forecasting in business. Learn how to identify and fix issues quickly, as well as the benefits you can achieve by forecasting accurately.
Posted: 01 Jun 2012 | Published: 01 Jun 2012


Improving Organizational Performance Through Pervasive Business
sponsored by SAP America, Inc.
WHITE PAPER: Explore the growing body of evidence suggesting a direct link between investment in business analytics solutions and organizational performance. This IDC white paper highlights market trends that point toward more pervasive use of BI solutions.
Posted: 17 May 2012 | Published: 31 Mar 2009

SAP America, Inc.

Advanced case management solutions for smarter decision making in banking
sponsored by IBM
WHITE PAPER: Financial institutions are under pressure to make better decisions. Real-time decisions depend on access to information and the technology available to analyze it. This paper outlines an option that aggregates all of the content from across the entire organization to enable a holistic view of each case, reduce risk and support accurate decisions.
Posted: 11 May 2012 | Published: 12 Oct 2011


Seven Symptoms of Forecasting Illness
sponsored by IBM
WHITE PAPER: Your forecasting capabilities are likely lacking in some form or another. To fix this you must first recognize the problem and then implement a cure that leads to healthier predictions. This paper from IBM can help you zero in on the problem, offering up seven underlying symptoms of forecasting illness and remedies on how to overcome each one.
Posted: 09 May 2012 | Published: 13 Apr 2010


Prepare for the Quantum Leap in Real-Time Analytics: How In-Memory Analytics is going to change everything about your enterprise
sponsored by SAP America, Inc.
WHITE PAPER: This paper describes how the game-changing increases in computing speed provided by in-memory analytics allows organizations to analyze massive data sets in real-time, fundamentally changing how business leaders will view their processes, decisions, and business models.
Posted: 26 Apr 2012 | Published: 26 Apr 2012

SAP America, Inc.

PMML: Accelerating the Time to Value for Predictive Analytics in the Big Data Era
sponsored by Sybase, an SAP company
WHITE PAPER: This resource examines how predictive model markup language (PMML) helps accelerate the time-to-value for predictive analytics platforms.
Posted: 24 Apr 2012 | Published: 24 Apr 2012

Sybase, an SAP company

The top 10 secrets to using data mining to succeed at CRM: Discover proven strategies and best practices
sponsored by IBM
WHITE PAPER: This paper offers insight into an option that capitalizes on predictive analytics, enabling your business to target, optimize and automate your customer-centric interactions. Read this now and learn from other successful companies 10 pivotal tips - including careful planning and setting goals - that will help you craft the perfect data mining plan.
Posted: 16 Apr 2012 | Published: 16 Apr 2012

IBM Tip Guide: The Wrong way: Worst practices in ‘big data’ analytics programs
sponsored by Sybase, an SAP company
EGUIDE: This expert tip guide takes the less-traveled approach of letting you inside some of the worst practices associated with big data analytics today. Read this resource now and learn what not to do when it comes to analyzing big data, including assuming the software offers all the answers, forgetting lessons of the past and so much more.
Posted: 27 Mar 2012 | Published: 27 Mar 2012

Sybase, an SAP company Tip Guide: Predictive analytics project challenge: Keeping the faith in findings
sponsored by Sybase, an SAP company
EGUIDE: This tip guide can restore your conviction in predictive analytics through advice on how to foster a feeling of trust in their pivotal results. Learn why one firm is comparing and contrasting the predictive analytics results with those of their gut instincts, enabling users to see how the predictive models translated into better business decisions.
Posted: 23 Mar 2012 | Published: 23 Mar 2012

Sybase, an SAP company

IT in Europe: Data Management & BI Edition
sponsored by
EZINE: This issue of the e-zine, IT in Europe: Data Management & BI Edition, is rife with info on everything from BI to analytics and beyond. The opening article discusses how European finance professionals are using BI and analytics to analyse trends and cut costs, the second is on predictive analytics and the third is on master data management.
Posted: 09 Mar 2012 | Published: 08 Mar 2012

Process Complexity: How to reduce it with Decision Management
sponsored by IBM
PRESENTATION TRANSCRIPT: Read this presentation transcript as industry visionary James Taylor discusses BPM and the causes of complexity. Learn about decision management and its role in eliminating some of the complexity, decision management systems, business rules, predictive analytics and finally how all of this impacts your customers and the customer experience.
Posted: 07 Mar 2012 | Published: 07 Mar 2012

IBM Tip Guide: Skills shortage, training present pitfalls for ‘big data’ analytics
sponsored by ParAccel
EGUIDE: This white paper discusses the pitfalls of big data analytics and examines possible strategies as companies attempt to overcome them.
Posted: 02 Mar 2012 | Published: 02 Mar 2012


Tip Guide: Predictive analytics and ‘big data’: The good, the bad and the ugly
sponsored by Sybase, an SAP company
EGUIDE: Read this expert tip guide and learn from Ventana's David Menninger why such a glaring chasm exists between the priority and actual usage of predictive analytics. Menninger offers up advice on managing a predictive analytics program and explains how to overcome the hurdles and pitfalls that may stand in your path.
Posted: 01 Mar 2012 | Published: 01 Mar 2012

Sybase, an SAP company

Tip Guide: ‘Big data’ finds ally in predictive analytics, but combo requires care
sponsored by Sybase, an SAP company
EGUIDE: This brief expert tip guide from offers up some best practices for properly delving into predictive analytics. You also will gain insight into the collaborative process you should adhere to when implementing new predictive analytics software.
Posted: 01 Mar 2012 | Published: 01 Mar 2012

Sybase, an SAP company

Tip Guide: Skills shortage, training present pitfalls for 'big data' analytics
sponsored by Sybase, an SAP company
EGUIDE: Big data analytics may be all the hype, but the technology involved is still rather raw and non-user-friendly. Experts are also in scarce supply. Read this expert tip guide to learn about current training challenges involved in emerging analytics strategies and also gain insight into how one company is handling such obligations.
Posted: 29 Feb 2012 | Published: 29 Feb 2012

Sybase, an SAP company

SearchBusinessAnalytics E-Guide: The growing role of the data scientist
sponsored by Sybase, an SAP company
EGUIDE: In this two-part interview, editor Nicole Laskowski will explore how data scientists are using predictive analytics to shed light on the future.
Posted: 28 Feb 2012 | Published: 28 Feb 2012

Sybase, an SAP company

Tip Guide: In an age of predictive analytics, data scientists help bridge the gap
sponsored by Sybase, an SAP company
EGUIDE: In the current business intelligence (BI) and analytics market new roles are being established to help organizations manage rapidly growing volumes of data. In this tip guide readers will learn how data scientists are using predictive analytics to shed light on the future.
Posted: 28 Feb 2012 | Published: 28 Feb 2012

Sybase, an SAP company
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PREDICTIVE ANALYTICS DEFINITION (continued): …  at Stanford University.CEP is used in security policy development, business process management (BPM), risk management, customer relationship management (CRM), application servers and middleware. One important aspect of CEP is business activity monitoring (BAM), the use of technology to proactively define and analyze the most critical opportunities and risks in an enterprise. CEP is especially effective in situations involving numerous factors that interact in variable ways, such as the investment and lending environments for financial institutions. CEP can also be used in threat management for … 
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