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Actionable Intelligence

Actionable Intelligence PDF
Author: John Fantuzzo
Publisher: Springer
Release: 2015-11-04
ISBN: 1137475110
Size: 71.88 MB
Format: PDF, Mobi
Category : Political Science
Languages : en
Pages : 235
View: 5742

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Actionable Intelligence

by John Fantuzzo, Actionable Intelligence Books available in PDF, EPUB, Mobi Format. Download Actionable Intelligence books, Multifaceted social problems like disaster relief, homelessness, health care, and academic achievement gaps cannot be adequately addressed with isolated and disconnected public service agencies. The Actionable Intelligence for Social Policy model addresses the limitations to traditional approaches to American public administration.



Actionable Intelligence

Actionable Intelligence PDF
Author: Keith B. Carter
Publisher: John Wiley & Sons
Release: 2014-08-07
ISBN: 1118920651
Size: 54.79 MB
Format: PDF, ePub
Category : Business & Economics
Languages : en
Pages : 224
View: 5256

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Actionable Intelligence

by Keith B. Carter, Actionable Intelligence Books available in PDF, EPUB, Mobi Format. Download Actionable Intelligence books, Building an analysis ecosystem for a smarter approach to intelligence Keith Carter's Actionable Intelligence: A Guide to Delivering Business Results with Big Data Fast! is the comprehensive guide to achieving the dream that business intelligence practitioners have been chasing since the concept itself came into being. Written by an IT visionary with extensive global supply chain experience and insight, this book describes what happens when team members have accurate, reliable, usable, and timely information at their fingertips. With a focus on leveraging big data, the book provides expert guidance on developing an analytical ecosystem to effectively manage, use the internal and external information to deliver business results. This book is written by an author who's been in the trenches for people who are in the trenches. It's for practitioners in the real world, who know delivering results is easier said than done – fraught with failure, and difficult politics. A landscape where reason and passion are needed to make a real difference. This book lays out the appropriate way to establish a culture of fact-based decision making, innovation, forward looking measurements, and appropriate high-speed governance. Readers will enable their organization to: Answer strategic questions faster Reduce data acquisition time and increase analysis time to improve outcomes Shift the focus to positive results rather than past failures Expand opportunities by more effectively and thoughtfully leveraging information Big data makes big promises, but it cannot deliver without the right recipe of people, processes and technology in place. It's about choosing the right people, giving them the right tools, and taking a thoughtful—rather than formulaic--approach. Actionable Intelligence provides expert guidance toward envisioning, budgeting, implementing, and delivering real benefits.



Key Issues Relevant To Actionable Intelligence

Key Issues Relevant to Actionable Intelligence PDF
Author: Institute of Land Warfare (Association of the United States Army)
Publisher:
Release: 2005
ISBN:
Size: 75.64 MB
Format: PDF, Docs
Category : Military intelligence
Languages : en
Pages : 16
View: 6748

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Key Issues Relevant To Actionable Intelligence

by Institute of Land Warfare (Association of the United States Army), Key Issues Relevant To Actionable Intelligence Books available in PDF, EPUB, Mobi Format. Download Key Issues Relevant To Actionable Intelligence books, Encompasses a series of six stand-alone issue papers examining the Joint Intelligence Operations Center concept and five of the eight Actionable Intelligence initiatives that comprise Army Intelligence transformation. The focus of that transformation is providing optimized intelligence support to the one who needs the information most -- the Soldier. The success of Actionable Intelligence will be measured by Soldiers' ability to operate more efficiently, with greater situational awareness and therefore greater confidence, succeeding in an environment very different from that of the recent past.



Actionable Intelligence In Healthcare

Actionable Intelligence in Healthcare PDF
Author: Jay Liebowitz
Publisher: CRC Press
Release: 2017-04-07
ISBN: 1351803670
Size: 74.14 MB
Format: PDF, ePub, Mobi
Category : Computers
Languages : en
Pages : 279
View: 1163

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Actionable Intelligence In Healthcare

by Jay Liebowitz, Actionable Intelligence In Healthcare Books available in PDF, EPUB, Mobi Format. Download Actionable Intelligence In Healthcare books, This book shows healthcare professionals how to turn data points into meaningful knowledge upon which they can take effective action. Actionable intelligence can take many forms, from informing health policymakers on effective strategies for the population to providing direct and predictive insights on patients to healthcare providers so they can achieve positive outcomes. It can assist those performing clinical research where relevant statistical methods are applied to both identify the efficacy of treatments and improve clinical trial design. It also benefits healthcare data standards groups through which pertinent data governance policies are implemented to ensure quality data are obtained, measured, and evaluated for the benefit of all involved. Although the obvious constant thread among all of these important healthcare use cases of actionable intelligence is the data at hand, such data in and of itself merely represents one element of the full structure of healthcare data analytics. This book examines the structure for turning data into actionable knowledge and discusses: The importance of establishing research questions Data collection policies and data governance Principle-centered data analytics to transform data into information Understanding the "why" of classified causes and effects Narratives and visualizations to inform all interested parties Actionable Intelligence in Healthcare is an important examination of how proper healthcare-related questions should be formulated, how relevant data must be transformed to associated information, and how the processing of information relates to knowledge. It indicates to clinicians and researchers why this relative knowledge is meaningful and how best to apply such newfound understanding for the betterment of all.



Obtaining Actionable Intelligence For Cinder Threat Detection Using Dmx Mining Models Data Mining Extensions

Obtaining Actionable Intelligence for CINDER Threat Detection Using DMX Mining Models  Data Mining Extensions  PDF
Author: Kent Stern
Publisher: Createspace Independent Publishing Platform
Release: 2002-11-04
ISBN: 9781540401106
Size: 64.12 MB
Format: PDF, Docs
Category :
Languages : en
Pages : 306
View: 2268

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Obtaining Actionable Intelligence For Cinder Threat Detection Using Dmx Mining Models Data Mining Extensions

by Kent Stern, Obtaining Actionable Intelligence For Cinder Threat Detection Using Dmx Mining Models Data Mining Extensions Books available in PDF, EPUB, Mobi Format. Download Obtaining Actionable Intelligence For Cinder Threat Detection Using Dmx Mining Models Data Mining Extensions books, Student Courseware - This training manual will be available for purchase prior to attending class. Course 1 of 4: Prerequisite Training for students needing to meet base coding and/or solution requirements. This 40 hour lab based training manual is available for students as a prerequisite course to purchase prior to taking courses 2-4 of the instructor led series - Obtaining Actionable Intelligence for CINDER Threat Detection using DMX Mining Models (Data Mining Extensions) This lab manual is not intended for self-study as the databases and additional virtual machines are not included and are only available to students attending the course.



Discovering Data Driven Actionable Intelligence For Clinical Decision Support

Discovering Data Driven Actionable Intelligence for Clinical Decision Support PDF
Author: Ahmed Mohamed Alaa Ibrahim
Publisher:
Release: 2019
ISBN:
Size: 58.77 MB
Format: PDF, ePub, Docs
Category :
Languages : en
Pages : 215
View: 5458

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Discovering Data Driven Actionable Intelligence For Clinical Decision Support

by Ahmed Mohamed Alaa Ibrahim, Discovering Data Driven Actionable Intelligence For Clinical Decision Support Books available in PDF, EPUB, Mobi Format. Download Discovering Data Driven Actionable Intelligence For Clinical Decision Support books, The rapid digitization of healthcare has led to a proliferation of clinical data, manifesting through electronic health records, biorepositories, and disease registries. This dissertation addresses the question of how machine learning (ML) techniques can capitalize on these data resources to assist clinicians in predicting, preventing and treating illness. To this end, we develop a set of MLbased, data-driven models of patient outcomes that we envision to be embedded within systems of decision support deployed at different stages of patient care. We focus on two broad setups for analyzing clinical data: (1) the cross-sectional setup wherein data is collected by observing many patients at a particular point of time, and (2) the longitudinal setup in which repeated observations of the same patient are collected over time. In both setups, we develop models that are: (a) capable of answering counter-factual questions, i.e., can predict outcomes under alternative treatment scenarios, (b) interpretable in the sense that clinicians can understand how the model predictions for individual patients are issued, and (c) automated in the sense that they adaptively tune their modeling choices for the dataset at hand, with little or no need for expert intervention. Models satisfying these three requirements would enable the realization of actionable, transparent and automated decision support systems that operate symbiotically within existing clinical workflows. Our technical contributions are multi-faceted. In the cross-sectional data setup, we develop ML models that fulfill the aforementioned requirements (a)-(c) as follows. We start by developing a comprehensive theoretical framework for causal inference, whereby we quantify the limits to how well ML models can recover the causal effects of counter-factual treatment decisions on individual patients using observational (retrospective) data, and we build ML models -- based on Gaussian processes -- that achieve these limits. Next, we develop a novel symbolic meta-modeling approach for interpreting the predictions of any ML-based prognostic model by converting the "black-box" model into an understandable symbolic equation that relates patients' features to their predicted outcomes. Finally, we develop a model selection approach based on Bayesian optimization that enables the automation of predictive and causal modeling. In the longitudinal data setup, we develop a novel deep probabilistic model for sequential clinical data that satisfies requirements (a)- (c) by capitalizing on the strengths of both state-space models and deep recurrent neural networks. To demonstrate the utility of our models, we evaluate their performance on various real-world datasets for cohorts of breast cancer, cardiovascular disease and cystic fibrosis patients. We show that, compared to existing clinical scorers, our ML-based models can improve the accuracy of predicting individual-level prognoses, guide treatment decisions for individual patients, and provide insights into underlying disease mechanisms.



Joint Inquiry Into Intelligence Community Activities Before And After The Terrorist Attacks Of September 11 2001

Joint Inquiry Into Intelligence Community Activities Before and After the Terrorist Attacks of September 11  2001 PDF
Author: United States. Congress. Senate. Select Committee on Intelligence
Publisher:
Release: 2002
ISBN:
Size: 78.26 MB
Format: PDF, Kindle
Category : Government publications
Languages : en
Pages : 858
View: 677

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Joint Inquiry Into Intelligence Community Activities Before And After The Terrorist Attacks Of September 11 2001

by United States. Congress. Senate. Select Committee on Intelligence, Joint Inquiry Into Intelligence Community Activities Before And After The Terrorist Attacks Of September 11 2001 Books available in PDF, EPUB, Mobi Format. Download Joint Inquiry Into Intelligence Community Activities Before And After The Terrorist Attacks Of September 11 2001 books,



Voice Data

Voice   Data PDF
Author:
Publisher:
Release: 2005
ISBN:
Size: 63.65 MB
Format: PDF, ePub, Mobi
Category : Broadband communication systems
Languages : en
Pages :
View: 5943

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Voice Data

by , Voice Data Books available in PDF, EPUB, Mobi Format. Download Voice Data books,



Advances In Competitive Intelligence

Advances in Competitive Intelligence PDF
Author: John E. Prescott
Publisher: Society of Competitor
Release: 1989
ISBN: 9780962124105
Size: 78.62 MB
Format: PDF
Category : Business & Economics
Languages : en
Pages : 228
View: 4714

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Advances In Competitive Intelligence

by John E. Prescott, Advances In Competitive Intelligence Books available in PDF, EPUB, Mobi Format. Download Advances In Competitive Intelligence books,



Intelligence Analysis

Intelligence Analysis PDF
Author: Robert M. Clark
Publisher: C Q Press College
Release: 2004
ISBN:
Size: 43.21 MB
Format: PDF, Mobi
Category : Political Science
Languages : en
Pages : 285
View: 6797

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Intelligence Analysis

by Robert M. Clark, Intelligence Analysis Books available in PDF, EPUB, Mobi Format. Download Intelligence Analysis books, For years intelligence analysis has followed a decision-making process that is hierarchical in nature and linear in flow, wherein analysts are insulated from valuable and critical feedback. It's a model that no longer makes sense for today's world. Analysts in all fields work in an environment dramatically changed by technology and greatly impacted by new, politically-charged considerations. A flatter, horizontal, networked solution has proven to be much more effective. In his ground-breaking book, Dr. Robert Clark addresses this crucial shift in focus with clear, straightforward instructions on the advantages of a collaborative, target-centric process that fully attends to the needs of the customer. Designed to give analysts and practitioners state-of-the-art, practical information and skills, Intelligence Analysis guides readers through the art of target modeling and organizational analysis, as well as quantitative and predictive techniques. Intelligence collectors, consumers, and analysts can and should work together to create and share a conceptual model of the intelligence target. Simply put, it's a smarter, more sensible way to collect, synthesize, and utilize intelligence. The author makes extensive use of real-world examples and cases and employs nearly 100 graphic elements to illustrate the versatility and effectiveness of his methodology. A good read, a handy reference source, and a proven toolkit, practitioners in both industry and academia should not miss the opportunity to do intelligence in a more intelligent manner.