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Author : National Defence University (Pakistan)
Publisher :
ISBN 13 : 9789699890109
Total Pages : 221 pages
Book Rating : 4.8/5 (91 download)
Download or read book Evolving Dynamics of FATA written by National Defence University (Pakistan) and published by . This book was released on 2014 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Manish Gupta
Publisher : Springer Nature
ISBN 13 : 3031019059
Total Pages : 110 pages
Book Rating : 4.0/5 (31 download)
Download or read book Outlier Detection for Temporal Data written by Manish Gupta and published by Springer Nature. This book was released on 2022-06-01 with total page 110 pages. Available in PDF, EPUB and Kindle. Book excerpt: Outlier (or anomaly) detection is a very broad field which has been studied in the context of a large number of research areas like statistics, data mining, sensor networks, environmental science, distributed systems, spatio-temporal mining, etc. Initial research in outlier detection focused on time series-based outliers (in statistics). Since then, outlier detection has been studied on a large variety of data types including high-dimensional data, uncertain data, stream data, network data, time series data, spatial data, and spatio-temporal data. While there have been many tutorials and surveys for general outlier detection, we focus on outlier detection for temporal data in this book. A large number of applications generate temporal datasets. For example, in our everyday life, various kinds of records like credit, personnel, financial, judicial, medical, etc., are all temporal. This stresses the need for an organized and detailed study of outliers with respect to such temporal data. In the past decade, there has been a lot of research on various forms of temporal data including consecutive data snapshots, series of data snapshots and data streams. Besides the initial work on time series, researchers have focused on rich forms of data including multiple data streams, spatio-temporal data, network data, community distribution data, etc. Compared to general outlier detection, techniques for temporal outlier detection are very different. In this book, we will present an organized picture of both recent and past research in temporal outlier detection. We start with the basics and then ramp up the reader to the main ideas in state-of-the-art outlier detection techniques. We motivate the importance of temporal outlier detection and brief the challenges beyond usual outlier detection. Then, we list down a taxonomy of proposed techniques for temporal outlier detection. Such techniques broadly include statistical techniques (like AR models, Markov models, histograms, neural networks), distance- and density-based approaches, grouping-based approaches (clustering, community detection), network-based approaches, and spatio-temporal outlier detection approaches. We summarize by presenting a wide collection of applications where temporal outlier detection techniques have been applied to discover interesting outliers. Table of Contents: Preface / Acknowledgments / Figure Credits / Introduction and Challenges / Outlier Detection for Time Series and Data Sequences / Outlier Detection for Data Streams / Outlier Detection for Distributed Data Streams / Outlier Detection for Spatio-Temporal Data / Outlier Detection for Temporal Network Data / Applications of Outlier Detection for Temporal Data / Conclusions and Research Directions / Bibliography / Authors' Biographies
Author : Steven L. Brunton
Publisher : Cambridge University Press
ISBN 13 : 1009098489
Total Pages : 615 pages
Book Rating : 4.0/5 (9 download)
Download or read book Data-Driven Science and Engineering written by Steven L. Brunton and published by Cambridge University Press. This book was released on 2022-05-05 with total page 615 pages. Available in PDF, EPUB and Kindle. Book excerpt: A textbook covering data-science and machine learning methods for modelling and control in engineering and science, with Python and MATLAB®.
Author : Cybellium Ltd
Publisher : Cybellium Ltd
ISBN 13 :
Total Pages : 143 pages
Book Rating : 4.8/5 (671 download)
Download or read book Mastering PostgreSQL database written by Cybellium Ltd and published by Cybellium Ltd. This book was released on with total page 143 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unleash the Power of Robust Data Management with "Mastering PostgreSQL Database" In today's data-driven landscape, the ability to efficiently manage, store, and retrieve data is paramount. "Mastering PostgreSQL Database" is your definitive guide to mastering one of the most powerful and versatile open-source relational databases – PostgreSQL. Whether you're an experienced database administrator or a newcomer to the world of SQL databases, this book equips you with the knowledge and skills needed to harness the true capabilities of PostgreSQL. About the Book: "Mastering PostgreSQL Database" takes you on an enlightening journey through the intricacies of PostgreSQL, from foundational concepts to advanced techniques. From data modeling to performance optimization, this book covers it all. Each chapter is carefully crafted to provide both a deep understanding of the concepts and practical applications in real-world scenarios. Key Features: · PostgreSQL Foundations: Build a solid understanding of PostgreSQL's architecture, relational data model, and the SQL language for data manipulation. · Advanced SQL Techniques: Master advanced SQL querying techniques, including window functions, common table expressions, and recursive queries, for complex data retrieval. · Data Modeling and Design: Learn how to design effective database schemas, normalize data, and establish relationships for efficient data storage and retrieval. · Performance Optimization: Dive into strategies for optimizing query performance, indexing, and managing database statistics to ensure your PostgreSQL instance runs smoothly. · Advanced Features: Explore PostgreSQL's advanced features, including JSON and XML data types, full-text search, spatial data, and procedural languages. · High Availability and Replication: Understand PostgreSQL's mechanisms for achieving high availability, data replication, and failover to ensure data reliability. · Security and Administration: Learn best practices for database administration, user roles, access control, and data security to protect your PostgreSQL instance. · Integration and Ecosystem: Explore how PostgreSQL seamlessly integrates with other tools, frameworks, and languages, enabling you to build comprehensive applications. · Real-World Use Cases: Gain insights from real-world examples across industries, from finance and healthcare to e-commerce and beyond. Who This Book Is For: "Mastering PostgreSQL Database" caters to database administrators, developers, and anyone seeking to leverage the power of relational databases. Whether you're looking to enhance your skills or delve into the world of SQL databases, this book provides the insights and tools to navigate the intricacies of PostgreSQL. Why You Should Read This Book: In a data-intensive era where reliability and scalability are crucial, PostgreSQL stands out as a trusted choice for robust data management. "Mastering PostgreSQL Database" empowers you to fully harness its capabilities, enabling you to build applications that handle complex queries, manage large datasets, and ensure data integrity. © 2023 Cybellium Ltd. All rights reserved. www.cybellium.com
Author : Bruce Hoffman
Publisher : Columbia University Press
ISBN 13 : 0231168985
Total Pages : 696 pages
Book Rating : 4.2/5 (311 download)
Download or read book The Evolution of the Global Terrorist Threat written by Bruce Hoffman and published by Columbia University Press. This book was released on 2014-10-28 with total page 696 pages. Available in PDF, EPUB and Kindle. Book excerpt: Examining each major terrorist act and campaign of the decade following September 11, 2001, internationally recognized scholars launch original studies of the involvement of global terrorist leaders and organizations in these incidents and the planning, organization, execution, recruitment, and training that went into them. Their work relays the changing character of al-Qaeda and its affiliates since the invasion of Afghanistan and Iraq and the sophisticated elements that, despite the WestÕs best counterterrorism efforts, continue to exert substantial and sustained control over terrorist operations. Through case studies of terrorist acts occurring both within and outside the West, the volumeÕs contributors investigate al-Qaeda as it adapts to the strategies of Operation Enduring Freedom and subsequent U.S.-led global counterterrorism campaigns. They explore whether Osama bin Laden was indeed reduced to a mere figurehead before his death or whether he successfully exercised global command over al-QaedaÕs activities. Did al-Qaeda become a loose collection of individuals and ideas following its expulsion from Afghanistan, or was it reborn as a transnational organization powered by a well-articulated ideology? What is the preeminent terrorist threat we face today, and what will it look like in the future? This anthology pinpoints the important patterns and strategies that will best inform counterterrorism in a new century.
Author : Bouarara, Hadj Ahmed
Publisher : IGI Global
ISBN 13 : 1668486881
Total Pages : 354 pages
Book Rating : 4.6/5 (684 download)
Download or read book Advanced Machine Learning, AI, and Cybersecurity in Web3: Theoretical Knowledge and Practical Application written by Bouarara, Hadj Ahmed and published by IGI Global. This book was released on 2024-08-23 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the evolving landscape of Web3, the use of advanced machine learning, artificial intelligence, and cybersecurity transforms industries through theoretical exploration and practical application. The integration of advanced machine learning and AI techniques promises enhanced security protocols, predictive analytics, and adaptive defenses against the increasing number of cyber threats. However, these technological improvements also raise questions regarding privacy, transparency, and the ethical implications of AI-driven security measures. Advanced Machine Learning, AI, and Cybersecurity in Web3: Theoretical Knowledge and Practical Application explores theories and applications of improved technological techniques in Web 3.0. It addresses the challenges inherent to decentralization while harnessing the benefits offered by advances, thereby paving the way for a safer and more advanced digital era. Covering topics such as fraud detection, cryptocurrency, and data management, this book is a useful resource for computer engineers, financial institutions, security and IT professionals, business owners, researchers, scientists, and academicians.
Author : Christophe Jaffrelot
Publisher : Columbia University Press
ISBN 13 : 0231540256
Total Pages : 359 pages
Book Rating : 4.2/5 (315 download)
Download or read book Pakistan at the Crossroads written by Christophe Jaffrelot and published by Columbia University Press. This book was released on 2016-04-12 with total page 359 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Pakistan at the Crossroads, top international scholars assess Pakistan's politics and economics and the challenges faced by its civil and military leaders domestically and diplomatically. Contributors examine the state's handling of internal threats, tensions between civilians and the military, strategies of political parties, police and law enforcement reform, trends in judicial activism, the rise of border conflicts, economic challenges, financial entanglements with foreign powers, and diplomatic relations with India, China, Iran, Saudi Arabia, Afghanistan, and the United States. In addition to ethnic strife in Baluchistan and Karachi, terrorist violence in Pakistan in response to the American-led military intervention in Afghanistan and in the Federally Administered Tribal Areas by means of drones, as well as to Pakistani army operations in the Pashtun area, has reached an unprecedented level. There is a growing consensus among state leaders that the nation's main security threats may come not from India but from its spiraling internal conflicts, though this realization may not sufficiently dissuade the Pakistani army from targeting the country's largest neighbor. This volume is therefore critical to grasping the sophisticated interplay of internal and external forces complicating the country's recent trajectory.
Author : Rajesh Kumar Dhanaraj
Publisher : John Wiley & Sons
ISBN 13 : 1394195303
Total Pages : 454 pages
Book Rating : 4.3/5 (941 download)
Download or read book Digital Twins in Industrial Production and Smart Manufacturing written by Rajesh Kumar Dhanaraj and published by John Wiley & Sons. This book was released on 2024-10-22 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: Comprehensive reference exploring the benefits and implementation of digital twins in industrial production and manufacturing Digital Twins in Industrial Production and Smart Manufacturing provides an overview of digital twin theoretical concepts, techniques, and recent trends used to meet the requirements and challenges of industrial production and smart manufacturing. The text describes how to achieve industrial excellence through virtual factory simulation and digital modeling innovations for next-generation manufacturing system design. The contributing authors address the many possible technical advantages of major Industry 5.0 technological advancements, using illustrations to aid readers in practical implementation of concepts, along with existing scenarios, potential research gaps, adoption difficulties, case studies, and future research objectives. The text also presents many applications and use cases of Industry 5.0 and digital twins in a variety of industries, including the aerospace industry, pharmaceutical manufacturing and biotech, augmented reality, virtual reality, edge computing and blockchain-based Internet of Things (IoT), cobots, intelligent logistics and supply chain management, and more. Edited by a group of highly qualified academics with significant experience in the field, Digital Twins in Industrial Production and Smart Manufacturing covers additional topics such as: Hyper-automation technology, including specialized workflow procedures and particular sectors of solicitations linked to hyper-automation Digital twins in the context of smart cities, with attempts to draw comparisons with the use of digital twins in industrial IoT Virtual factories based on digital twins and corresponding architecture to facilitate modeling, simulation, and assessment of manufacturing systems Cognitive, interactive, and standardization aspects of digital twins, and the proper implementation of digital twin technology for safety critical systems Digital Twins in Industrial Production and Smart Manufacturing is a must-have reference for researchers, scholars, and professionals in fields related to digital twins in industrial production and manufacturing. It is also suitable as a hands-on resource for students interested in the fields of digital twins and smart manufacturing.
Author : Shuja Nawaz
Publisher : Center for Strategic & International Studies
ISBN 13 :
Total Pages : 64 pages
Book Rating : 4.3/5 (91 download)
Download or read book FATA--a Most Dangerous Place written by Shuja Nawaz and published by Center for Strategic & International Studies. This book was released on 2009 with total page 64 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : National Academy of Sciences (U.S.).
Publisher :
ISBN 13 :
Total Pages : 1164 pages
Book Rating : 4.:/5 (89 download)
Download or read book Proceedings of the National Academy of Sciences of the United States of America written by National Academy of Sciences (U.S.). and published by . This book was released on 2007 with total page 1164 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Mariam Abou Zahab
Publisher : Oxford University Press, USA
ISBN 13 : 0197534597
Total Pages : 256 pages
Book Rating : 4.1/5 (975 download)
Download or read book Pakistan written by Mariam Abou Zahab and published by Oxford University Press, USA. This book was released on 2020-08 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: This collection of essays brings together two sets of articles and book chapters by Mariam Abou Zahab, the extraordinary late scholar of Islam in South Asia. The first part of the volume examines Shia-Sunni relations in Pakistan, while the second concerns violent Islamism in the country, covering both the Talibanisation of the Pashtun belt and the jihadi dimension of South Asian Salafism. Throughout these texts, Abou Zahab explores the many reasons why Pakistan has been the crucible of political Islam. She offers a historical view of this development, factoring in the impact of colonialism and conflict, including the Soviet-Afghan War and the post-9/11 Western military operations in Afghanistan. While making clear the major importance of these external influences, from Saudi Arabia and Iran to the US, she also places Pakistan's political Islam in the context of local cultures, mobilising her anthropological erudition without ever indulging in culturalism. Finally, she emphasises the sociological determinants of sectarianism, Talibanism and jihadism, as well as the political economy of these ideologies. Abou Zahab's knowledge is exhaustive, but in these papers she offers an elegant synthesis in which each word matters. This volume is indispensable for understanding the present dynamics of Pakistan.
Author : Hassan Abbas
Publisher : Yale University Press
ISBN 13 : 0300267886
Total Pages : 351 pages
Book Rating : 4.3/5 (2 download)
Download or read book The Return of the Taliban written by Hassan Abbas and published by Yale University Press. This book was released on 2023-01-01 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first account of the new Taliban--showing who they are, what they want, and how they differ from their predecessors A Newsweek Staffers' Favorite Book of 2023 Since the fall of Kabul in 2021, the Taliban have effective control of Afghanistan--a scenario few Western commentators anticipated. But after a twenty-year-long bitter war against the Republic of Afghanistan, reestablishing control is a complex procedure. What is the Taliban's strategy now that they've returned to power? In this groundbreaking new account, Hassan Abbas examines the resurgent Taliban as ruptures between moderates and the hardliners in power continue to widen. The group is now facing debilitating threats--from humanitarian crises to the Islamic State in Khorasan--but also engaging on the world stage, particularly with China and central Asian states. Making considered use of sources and contacts in the region, and offering profiles of major Taliban leaders, Return of the Taliban is the essential account of the movement as it develops and consolidates its grasp on Afghanistan.
Author : Bryan Jean
Publisher : Emerald Group Publishing
ISBN 13 : 1781908974
Total Pages : 288 pages
Book Rating : 4.7/5 (819 download)
Download or read book International Marketing in Fast Changing Environment written by Bryan Jean and published by Emerald Group Publishing. This book was released on 2013-10-08 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Volume 24 of Advances in International Marketing, guest-edited by Professors Jean, Chiou and Zou, considers the impact of major trends in internal and external environments of the firm on international marketing,
Author : Pakistan. Federal Bureau of Statistics
Publisher :
ISBN 13 :
Total Pages : 430 pages
Book Rating : 4.:/5 (31 download)
Download or read book Labour Force Survey written by Pakistan. Federal Bureau of Statistics and published by . This book was released on 2008 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Stuart Gottlieb
Publisher : CQ Press
ISBN 13 : 1483301117
Total Pages : 433 pages
Book Rating : 4.4/5 (833 download)
Download or read book Debating Terrorism and Counterterrorism written by Stuart Gottlieb and published by CQ Press. This book was released on 2013-03-29 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: Featuring paired pro/con pieces written specifically for this volume, Debating Terrorism and Counterterrorism : Conflicting Perspectives on Causes, Contexts, and Responses encourages students to grapple with the central debates surrounding the field of terrorism. With topics ranging from the root causes of terrorism, the role of religion in terrorism, whether suicide terrorism is ever justified, whether the spread of democracy can help defeat terrorism, and what trade-offs should exist between security and civil liberties, Gottlieb's outstanding cast of contributors returns, compelling students to wrestle with the conflicting perspectives that define the field. Stuart Gottlieb frames the paired essays with incisive headnotes, providing historical context and preparing students to read each argument critically. Each selection has been updated to account for recent world events, policy changes, and new scholarship. New to the reader, and by reviewer request, is a chapter, "Can Global Institutions Make a Difference in Fighting Terrorism?"
Author : Tye Rattenbury
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491938870
Total Pages : 117 pages
Book Rating : 4.4/5 (919 download)
Download or read book Principles of Data Wrangling written by Tye Rattenbury and published by "O'Reilly Media, Inc.". This book was released on 2017-06-29 with total page 117 pages. Available in PDF, EPUB and Kindle. Book excerpt: A key task that any aspiring data-driven organization needs to learn is data wrangling, the process of converting raw data into something truly useful. This practical guide provides business analysts with an overview of various data wrangling techniques and tools, and puts the practice of data wrangling into context by asking, "What are you trying to do and why?" Wrangling data consumes roughly 50-80% of an analyst’s time before any kind of analysis is possible. Written by key executives at Trifacta, this book walks you through the wrangling process by exploring several factors—time, granularity, scope, and structure—that you need to consider as you begin to work with data. You’ll learn a shared language and a comprehensive understanding of data wrangling, with an emphasis on recent agile analytic processes used by many of today’s data-driven organizations. Appreciate the importance—and the satisfaction—of wrangling data the right way. Understand what kind of data is available Choose which data to use and at what level of detail Meaningfully combine multiple sources of data Decide how to distill the results to a size and shape that can drive downstream analysis
Author : Ian Dey
Publisher : Routledge
ISBN 13 : 1134931468
Total Pages : 309 pages
Book Rating : 4.1/5 (349 download)
Download or read book Qualitative Data Analysis written by Ian Dey and published by Routledge. This book was released on 2003-09-02 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: Qualitative Data Analysis shows that learning how to analyse qualitative data by computer can be fun. Written in a stimulating style, with examples drawn mainly from every day life and contemporary humour, it should appeal to a wide audience.
