...2. Data mining search parameters A data mining algorithm is a set of heuristics and calculations that creates a data mining model from data. To create a model, the algorithm first analyzes the data you provide, looking for specific types of patterns or trends. The algorithm uses the results of this analysis to define the optimal parameters for creating the mining model. These parameters are then applied across the entire data set to extract actionable patterns and detailed statistics. The mining model that an algorithm creates from your data can take various forms, including: * A set of clusters that describe how the cases in a dataset are related. * A decision tree that predicts an outcome, and describes how different criteria affect that outcome. * A mathematical model that forecasts sales. * A set of rules that describe how products are grouped together in a transaction, and the probabilities that products are purchased together. Microsoft SQL Server Analysis Services provides multiple algorithms for use in your data mining solutions. These algorithms are implementations of some of the most popular methodologies used in data mining. All of the Microsoft data mining algorithms can be customized and are fully programmable using the provided APIs, or by using the data mining components in SQL Server Integration Services. You can also use third-party algorithms that comply with the OLE DB for Data Mining specification, or develop custom algorithms that can be...
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...PHCare: MICROCONTROLLER BASED PORTABLE HEALTH MONITORING DEVICE Adrian T. Berroya Junell V. Breciño A Project Study Presented to the School of Engineering AMA Computer College Biñan In Partial Fulfillment Of the Requirements for the Degree of Bachelor of Science of Computer Engineering Biñan, Laguna December, 2014 Table of Contents Title Page i List of Figures ii List of Tables iii CHAPTER I I. INTRODUCTION 6 Background of the Study 6 Conceptual Framework 8 Statement of the Problem 9 Objectives of the Study 10 Significance of the Study 11 Scope and Limitation 11 Definition of Terms 12 Conceptual Definition 12 Operational Definition 14 CHAPTER II II. REVIEW OF RELATED LITERATURES AND STUDIES 15 Related Literatures 15 Mobile Health Monitoring 15 Biomedical Sensors 16 Android 15 Wireless Technology 22 Interfacing UART 30 Arduino 33 Related Studies 37 Foreign Studies 37 Local Studies 39 Synthesis 40 CHAPTER III III. RESEARCH METHODOLOGY 41 Research Design 42 Respondents of the Study 43 Sampling Design and Techniques 44 Research Instruments 45 Sources of Data 45 Data Gathering Procedures 45 Statistical Treatment 46 System Design 47 System Overview 47 System Block Diagram 49 System Schematic Diagram ...
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...modes of data storage, insecurity of medical records, difficulty in accessing healthcare services, high cost, and inaccurate diagnosis. Recently research has identified Cloud Computing (CC) as a new and substantial business model capable of providing efficient services that can benefit the healthcare industry. The aim of this paper is to study the existing cloud computing applications in healthcare industry and propose optimal techniques and solution on the basis of analysis. Keywords – Cloud Computing (CC); Healthcare Information Technology (HIT); Healthcare Organizations (HCOs); Cloud Service Models; Cloud Deployment Models; Electronic Health Records (EHR) I. Introduction Improper modes of data storage, insecurity of patient medical records, difficulty in accessing quality healthcare services, high cost of medical services, and inaccurate diagnosis and therapy procedures are amongst the common problems that Healthcare...
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...clWhat cloud computing can do for your enterprise Lessons from the second generation of cloud adopters Written by Phil Wainewright Commissioned by Appirio What cloud computing can do for your enterprise : Lessons from the second generation of cloud adopters Contents Stair steps to the cloud . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4 Why take to the cloud? . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 What the cloud changes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7 Expected changes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7 Unanticipated change . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8 IT managers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . ...
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...University 0 PROFESSIONAL ROLES AND VALUES 1 As a nurse my mission is to be transparent, compassionate and discerning to the individual patient, family and their need. I vow to confront issues, be innovative, inspiring, motivating and an educator with integrity focusing on improvement for my patient, community and profession. Professional nursing encompasses many roles. The role of nursing has been defined and redefined throughout history. It involves much more than just bathing patients and giving medications. Nursing is regulated by Boards of Nursing, supported by Professional Nursing Organizations and gets its core values from the Nurse Code of Ethics as well as practice Nursing Theory from past and the present. Nursing is an ever evolving profession applying holistic care while functioning within the parameters set by legal and moral standards. A. Functional Differences The Board of Nursing is a regulatory agency found in all fifty states. It is a governmental agency that holds the responsibility for the regulation of nursing practice standards. This agency function includes approving educational nurse programs, interpreting and enforcing it’s state nurse practice act. Many nurses and non-health care persons know the Board of Nursing most for its responsibility for issuing nurse licenses, monitoring exams and intervening against nurses who commit acts that violate a state’s nurse practice law. The Board of Nursing differs from Professional Nursing...
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...to prevent, identify and respond in critical time to threats. Our focus is on protecting critical infrastructure (e.g. public utilities) which vitally depends on network and information security. As solution we propose a holonic Cybersecurity system that unfolds into an emergency response management infrastructure capable to react in due time to unknown and new kinds of attacks/threats. The system can adapt to its changing environment through its self-organizing capability. Mimicking the way immunity works in biological organisms the system can dynamically adapt to embrace new risk situations and can dynamically create and learn new risk models as it encounters new risk situations. Keywords. Risk management, holonic, self-organization, multi-agent systems. 1. Rationale During the emergency response to the September 11, 2001 attack on the World Trade Centre, emergency response commanders on the scene were unable to communicate to ‘911’ Public Service Access Points (PSAP) that people should evacuate the building. As a result, PSAP operators complied with New York City’s standard operating procedure for hi-rise fires and advised callers to stay in impacted buildings [41]. The ‘911’ system was inadequate for handling a major disaster and could not adapt to the emergency. The final death toll 2,749 may have been substantially reduced if the PSAP’s were adaptive in coping with the overload. Commanders trying to evacuate fire fighters from the north tower during the World...
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...INTERNET OF THINGS 2015 1. INTRODUCTION The notion of Internet of Things (IoT) has been recognized by industrial leaders and media as the next wave of innovation, and pervading into our daily life. Sensors around us are increasingly becoming more pervasive and attempt to fulfill end users’ needs, thus providing ease of usability in our everyday activities. Devices deployed in households, industrial automation, and smart city infrastructure are now interconnected with the Internet. This interconnection provides a whole range of data (environmental context, device status, energy usage, etc.) that can be collected, aggregated, and then shared in an efficient, secure, and privacy-aware manner. As these devices are connected to the Internet, they can be reached, and managed at any time and at any place. The current landscape of IoT is filled with a very diverse range of wireless communication technologies, such as IEEE 802.15.4, Wi-Fi, Bluetooth Low Energy (BTLE), and various other cellular communication technologies. Naturally, devices using different physical and link layers are not interoperable with each other. Through an Internet Protocol (IP) router, these devices are, however, able to communicate with the Internet. When the differences in the protocol stack extend beyond the physical and link layer, protocol translation needs to be performed by a gateway device. This harms the deployment of IoT devices because the deployment becomes more complex and expensive...
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...Inter-American Development Bank Social Protection and Health Division (SCL/SPH) TECHNICAL NOTE Quality Improvement of Health Care in Belize: Focusing on Results Ian Mac Arthur Jennifer Nelson Martha Woodye No. IDB-TN-661 May 2014 Quality Improvement of Health Care in Belize: Focusing on Results Ian Mac Arthur Jennifer Nelson Martha Woodye Inter-American Development Bank 2014 Cataloging-in-Publication data provided by the Inter-American Development Bank Felipe Herrera Library Mac Arthur, Ian. Quality improvement of health care in Belize: focusing on results / Ian Mac Arthur, Jennifer Nelson, Martha Woodye. p. cm. — (IDB Technical Note ; 661) Includes bibliographic references. 1. Health services administration—Belize. 2. Public health administration—Belize. I. Nelson, Jennifer. II. Woodye, Martha. III. Inter-American Development Bank. Social Protection and Health Division. IV. Title. V. Series. IDB-TN-661 http://www.iadb.org The opinions expressed in this publication are those of the authors and do not necessarily reflect the views of the Inter-American Development Bank, its Board of Directors, or the countries they represent. The unauthorized commercial use of Bank documents is prohibited and may be punishable under the Bank's policies and/or applicable laws. Copyright © 2014 Inter-American Development Bank. All rights reserved; may be freely reproduced for any non-commercial purpose. Ian Mac Arthur, ianm@iadb.org Quality Improvement of Health Care in Belize:...
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...The Future of the Internet A Compendium of European Projects on ICT Research Supported by the EU 7th Framework Programme for RTD European Commission I nform ati on S oc i et y and M ed ia Europe Direct is a service to help you find answers to your questions about the European Union New freephone number * 00 800 6 7 8 9 10 11 Certain mobile telephone operators do not allow access to 00800 numbers or these calls may be billed. In certain cases, these calls may be chargeable from telephone boxes or hotels. «The views expressed are those of the authors and not necessarily those of the European Commission or any of its officials» A great deal of additional information on the European Union is available on the Internet. It can be accessed through the Europa server (http://www.europa.eu). Cataloguing data can be found at the end of this publication. ISBN 978-92-79-08008-1 © European Communities, 2008 Reproduction is authorised provided the source is acknowledged. Printed in Belgium PRINTED ON CHLORE FREE PAPER The Future of the Internet A Compendium of European Projects on ICT Research Supported by the EU 7th Framework Programme for RTD European Commission I nform ati on S oc i et y and M ed ia ••• 2 Preface 5 priorities identified by the Internet Governance Forum: openness, security, access, diversity and critical Internet resources. The use of the Internet in public policies will considerably grow in areas such as education, culture, health and e-government...
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...Perspectives Disaster Management in South-east Asia Udai Bhanu Singh * According to the International Encyclopaedia of Social Sciences: South-east Asia is the epicentre of frequent disasters of varying intensity. The damage to life and property caused by these disasters is comparable to that caused by war. Disasters disrupt the national economy and social development. Besides, the world has shrunk and news about the hardship suffered by the people is rapidly disseminated. As such, the management of disasters has become a key concern of governments confronted with an increasingly aware civil society and a shorter reaction time. Often when disaster strikes, it impacts more than one country and sometimes the region as a whole. The intensity and the frequency of such disasters have prompted the ASEAN to evolve its own response mechanism. However, often the scale of the disaster is so huge that only an international response can meet the challenge. In such cases, the international community, acting through the United Nations and its various agencies and other inter-governmental and non-governmental bodies, has provided succour. Although disasters can be natural, technological and conflictrelated, this paper addresses only natural disasters in the region. A natural hazard is an extreme natural phenomenon that threatens human lives, activities or property, or the environment of life. Natural disasters are the destructive consequences of extreme natural hazards, and globally...
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... F. Impact Statement Page 22. G. Roles & Responsibilities Page 23. H. Resources Page 24. I. Project Risks Page 25. J. Success Measurements Page 26. K. Project Participant Signatures Page 27. A. - General Information Project Title: | St. Catherine Specialty Hospital - Network and Data Infrastructure | Brief Project Description: | New hospital with specialty services offered to the community | Prepared By: | Infinite Solutions, Inc.; Lathrop, California | Date: | October 24, 2012 | Version: | 1.0 | B. - Project Objective Project Mission Statement * To provide St. Catherine’s Hospital with a network that fulfills required advanced network requirements to best serve their clients, patients and employees with...
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...A Low-Cost Efficient Wireless Architecture for Rural Network Connectivity 1 Introduction Many rural regions around the world, especially in developing regions, do not have good connectivity solutions which are economically viable. As a result, many of these regions remain disconnected from both the rest of the world and from progress in general. In this proposal, I will describe the design of WiFi-based Rural Extensions (WiRE), a new wireless network architecture that can provide connectivity to rural regions at extremely low costs. The WiRE architecture is tailored for the typical rural landscape in several developing regions, in which the population is spread across small but scattered rural regions (less than 1-2 sq kms) within 100-200 kms of the city. WiRE is designed to be a wireless distribution network that extends connectivity from the city to each village. The WiRE architecture has largely been inspired by my prior work on WiFi-based Long Distance (WiLD) Networks [42, 62, 35, 54, 64, 34], a low cost point-to-point network connectivity solution that provides very high bandwidth (typically 6− 10 Mbps) over very long-distances. While prior work on WiLD networks [48, 5, 42, 62, 35] has made significant progress in the design of highperformance MAC layer solutions, we still lack a vision of how to design a comprehensive, low-cost, rural connectivity architecture that can efficiently support a wide-range of applications. It is this goal that I wish to achieve...
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...Mobile Value Added Services (MVAS) A vehicle to usher in inclusive growth and bridge the digital divide January 2011 www.deloitte.com/in 2 Contents Message from Chairman, TRAI Message from President, ASSOCHAM Message from Secretary General, ASSOCHAM Message from Deloitte Objective & Methodology Executive Summary Introduction What is MVAS? What is Utility MVAS? Key categories in Utility MVAS A Framework for Utility MVAS Drivers for Utility MVAS Categories in focus Category 1 : M-Commerce Category 2 : M-Education Category 3 : M-Health Category 4 : M-Governance Current state of Utility MVAS in India Utility MVAS: Challenges Utility MVAS: Potential solutions Utility MVAS: Suggested implementation approach Acknowledgements Notes Authors 4 5 6 7 8 9 12 15 18 18 20 21 26 27 33 40 46 51 54 56 62 64 65 68 Mobile Value Added Services (MVAS) - A vehicle to usher in inclusive growth and bridge the digital divide 3 Message from Chairman, TRAI I would like to compliment the ASSOCHAM for bringing out a Study Report on Mobile Value Added Services – A Vehicle to Usher in Inclusive Growth and Bridge the Digital Divide in India. Mobile Value Added Services (MVAS) have assumed significant importance in recent times due to the rapid growth in wireless subscriber base. They have enhanced the utility of mobile phone as a powerful medium to deliver information viz., News, Entertainment, Advertisement, Music, Games, Commerce, Education and Health. Simultaneously, they help...
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...Utah State Hospital Policies and Procedures Facilities Management Table of Contents Utah State Hospital Facilities Management Utah State Hospital Support Services Management Maintenance Utilities Systems Management Plan UTILITIES SYSTEMS MANAGEMENT PLAN _______________________________________________________ ______________ I. II. III. IV. V. VI. VII. VIII. IX. X. XI. XII. XIII. IXV. XV. Preface Policy Objective Responsibility Process Scope Criteria For Critical Components Utilities Systems Problem Reports Training Communication; Risk Management Control Committee Annual Review Utility Subcommittee Utility Systems Policy and Procedures Utility Systems Emergency Protocol Utility Systems Safety & Security Fleet Operations Utah State Hospital Facilities Management Rev: 04/98, 12/98, 11/00, 3/04 The Utilities Management Plan describes how the organization will establish and maintain a utility systems management program to: a. b. c. Promote a safe, controlled, comfortable environment of care; Assess and minimize risks of utility failures; and Ensure operational reliability of utility systems; The plan provides processes for: d. Establishing criteria for identifying, evaluating, and taking inventory of critical operating components of systems to be included in the utility management program. These criteria address the impact of utility systems on: 1. Life support systems, 2. Infection control systems, 3. Environmental support systems, 4. Equipment-support systems...
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...it. More objects are becoming embedded with sensors and gaining the ability to communicate. The resulting information networks promise to create new business models, improve business processes, and reduce costs and risks. There is breathless press coverage of the phenomenon—always patiently re-explained by tech pundits as the trend by which all of one’s most mundane possessions will become internet-connected. These are invariably coupled with estimates that the internet of things will be a multi-trillion dollar business. 2014 is really, finally the year that the “internet of things”—that effort to remotely control every object on earth —becomes visible in one’s everyday lives. In a sense the internet of things is already with us. For one thing, anyone with a smartphone has already joined the club. The average smartphone is brimming with sensors—an accelerometer, a compass, GPS, light, sound, altimeter. It’s the prototypical internet-connected listening station, equally adept at monitoring our health, the velocity of our car, the magnitude of earthquakes and countless other things that its creators never envisioned. Yet despite repeated declarations one of the most successful sellers of baubles that help make your home “smart,” Smart-things, has only shipped 10,000 or so units since its debut a year ago. (Compare that to, say, the 360 million smartphones sold in China in 2013 alone.) Remotely-operated light switches and weather-aware fridges may sound fun, but people have yet...
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