This book gathers extended versions of papers presented at DoSIER 2022 (Fourth Doctoral Symposium on Intelligence Enabled Research, held at Cooch Behar Government Engineering College, West Bengal, India, during 22–23 December 2022). The papers address the rapidly expanding research area of computational intelligence, which, no longer limited to specific computational fields, has since made inroads in signal processing, smart manufacturing, predictive control, robot navigation, smart cities, and sensor design, to name but a few. Presenting chapters written by experts active in these areas, the book offers a valuable reference guide for researchers and industrial practitioners alike and inspires future studies.

Pakistan is host to the largest concentration of jihadist groups in the world. Since the 1980s, the Pakistani state has been accused of sponsoring local jihadist groups and sending Pakistani volunteers to support them. This book is based on almost 114 interviews, conducted mainly in Urdu and Pashto, from within Al-Qaeda and affiliated jihadist groups. It examines the relationship between the Pakistani security agencies and Al-Qaeda, and how they both became entangled and used by the local jihadists they were themselves trying to exploit. The interviews paint a picture of the shifting strategies and priorities of the different jihadi groups in the early 21st century, covering their ideological objectives, their agreements and disagreements over tactics, as well as pressure from rival militant groups and internal factionalism. The book is the most in-depth study of jihadism in Pakistan, and Antonio Giustozzi highlights the strategies global jihadists deployed after 9/11 and how Al-Qaeda tried to manage the largest jihadist group in Pakistan, the Tehrik Taliban Pakistan (TTP). The book also covers other key issues in South Asian security, such as the impact of Islamic State on Al Qaeda's power after 2014, why Al-Qaeda continue to back the TTP, and what is happening with the groups focused on taking jihad to Kashmir and India.

This training package aims to improve the quality of routine health facility data through building capacity in the monthly use of District Health Information Software (DHIS)2-based data quality (DQ) tools at district level. The package includes tutorials with related exercises and uses a website (https://who-demos.dhis2.org/dq) to demonstrate the tools.

NEW YORK TIMES BESTSELLER • LONGLISTED FOR THE NATIONAL BOOK AWARD • One of today’s most insightful and influential thinkers offers a powerful exploration of inequality and the lesson that generations of Americans have failed to learn: Racism has a cost for everyone—not just for people of color. WINNER OF THE PORCHLIGHT BUSINESS BOOK AWARD • ONE OF THE BEST BOOKS OF THE YEAR: Time, The Washington Post, St. Louis Post-Dispatch, Ms. magazine, BookRiot, Library Journal “This is the book I’ve been waiting for.”—Ibram X. Kendi, #1 New York Times bestselling author of How to Be an Antiracist Look for the author’s new podcast, The Sum of Us, based on this book! Heather McGhee’s specialty is the American economy—and the mystery of why it so often fails the American public. From the financial crisis of 2008 to rising student debt to collapsing public infrastructure, she found a root problem: racism in our politics and policymaking. But not just in the most obvious indignities for people of color. Racism has costs for white people, too. It is the common denominator of our most vexing public problems, the core dysfunction of our democracy and constitutive of the spiritual and moral crises that grip us all. But how did this happen? And is there a way out? McGhee embarks on a deeply personal journey across the country from Maine to Mississippi to California, tallying what we lose when we buy into the zero-sum paradigm—the idea that progress for some of us must come at the expense of others. Along the way, she meets white people who confide in her about losing their homes, their dreams, and their shot at better jobs to the toxic mix of American racism and greed. This is the story of how public goods in this country—from parks and pools to functioning schools—have become private luxuries; of how unions collapsed, wages stagnated, and inequality increased; and of how this country, unique among the world’s advanced economies, has thwarted universal healthcare. But in unlikely places of worship and work, McGhee finds proof of what she calls the Solidarity Dividend: the benefits we gain when people come together across race to accomplish what we simply can’t do on our own. The Sum of Us is not only a brilliant analysis of how we arrived here but also a heartfelt message, delivered with startling empathy, from a black woman to a multiracial America. It leaves us with a new vision for a future in which we finally realize that life can be more than a zero-sum game. LONGLISTED FOR THE ANDREW CARNEGIE MEDAL

This book interrogates Conservative government penal policy for adult and young adult offenders in England and Wales between 2015 and 2021. Government penal policy is shown to have been often ineffective and costly, and to have revived efforts to push the system towards a disastrous combination of austerity, outsourcing and punishment that has exacerbated the penal crisis. This investigation has meant touching on topical debates dealing with the impact of resource scarcity on offenders' experiences of the penal system, the impact of an increasing emphasis on punishment on offenders’ sense of justice and fairness, the balance struck between infection control and offender welfare during the government handling of the SARS-CoV-2 pandemic and why successive Conservative governments have intransigently pursued a penal policy that has proved crisis-exacerbating. The overall conclusion reached is that penal policy is too important to be left to governments alone and needs to be recalibrated by a one-off inquiry, complemented by an on-going advisory body capable of requiring governments to ‘explain or change’. The book is distinctive in that it provides a critical review of penal policy change, whist combining this with insights derived from the sociological analysis of penal trends.

There is no other source that provides in one place the wide range and depth of insight found in Vital Statistics on American Politics (VSAP), published since 1988. VSAP provides historical and statistical information on all aspects of American politics: Political parties Voter turnout Public opinion Campaign finance Media perspective and influence, congressional membership and voting patterns The presidency and executive branch Military policy and spending Supreme Court and federal court make-up and caseloads Foreign, social, and economic policy In over 230 tables and figures, students and professional researchers will find chapters devoted to key subject areas such as elections and political parties, public opinion and voting, the media, the three branches of U.S. government, foreign, military, social and economic policy, and much more. This book provides a vivid and multifaceted portrait of the broad spectrum of United States politics and policies. Along with updated and new data content, this edition offers brand new data literacy lessons that take a "guide on the side" approach to teach data researchers how to wade through the sea of data and do the difficult work of grappling for the meaning of the data on their own. Lessons include understanding descriptive representation data, comparing data over time, noticing gaps in data, unpacking dichotomies of public opinion, and more.