Multitasking, Multi-Armed Bandits, and the Italian Judiciary

Multitasking, Multi-Armed Bandits, and the Italian Judiciary

Author: Robert Bray

Publisher:

Published: 2016

Total Pages: 0

ISBN-13:

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We model how a judge schedules cases as a multi-armed bandit problem. The model indicates that a first-in-first-out (FIFO) scheduling policy is optimal when the case completion hazard rate function is monotonic. But there are two ways to implement FIFO in this context: at the hearing level or at the case level. Our model indicates that the former policy, prioritizing the oldest hearing, is optimal when the case completion hazard rate function decreases, and the latter policy, prioritizing the oldest case, is optimal when the case completion hazard rate function increases. This result convinced six judges of the Roman Labor Court of Appeals -- a court that exhibits increasing hazard rates -- to switch from hearing-level FIFO to case-level FIFO. Tracking these judges for eight years, we estimate that our intervention decreased the average case duration by 12% and the probability of a decision being appealed to the Italian supreme court by 3.8%, relative to a 44-judge control sample.


Apollo's Warriors

Apollo's Warriors

Author: Michael E. Haas

Publisher: DIANE Publishing

Published: 1998-05

Total Pages: 388

ISBN-13: 9780788149832

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Presenting a fascinating insider's view of U.S.A.F. special operations, this volume brings to life the critical contributions these forces have made to the exercise of air & space power. Focusing in particular on the period between the Korean War & the Indochina wars of 1950-1979, the accounts of numerous missions are profusely illustrated with photos & maps. Includes a discussion of AF operations in Europe during WWII, as well as profiles of Air Commandos who performed above & beyond the call of duty. Reflects on the need for financial & political support for restoration of the forces. Bibliography. Extensive photos & maps. Charts & tables.


Nonlinear Dynamics in Economics and Social Sciences

Nonlinear Dynamics in Economics and Social Sciences

Author: Franco Gori

Publisher: Springer Science & Business Media

Published: 2012-12-06

Total Pages: 371

ISBN-13: 3642580319

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This volume constitutes the Proceedings of the "Nonlinear Dynamics in Economics and Social Sciences" Meeting held at the Certosa di Pontignano, Siena, on May 27-30, 1991. The Meeting was organized by the National Group "Modelli Nonlineari in Economia e Dinamiche Complesse" of the Italian Ministery of University and SCientific Research, M.U.RS.T. The aim of the Conference, which followed a previous analogous initiative taking place in the very same Certosa, on January 1988*, was the one of offering a come together opportunity to economists interested in a new mathematical approach to the modelling of economical processes, through the use of more advanced analytical techniques, and mathematicians acting in the field of global dynamical systems theory and applications. A basiC underlying idea drove the organizers: the necessity of fOCUSing on the use that recent methods and results, as those commonly referred to the overpopularized label of "Chaotic Dynamics", did find in the social sciences domain; and thus to check their actual relevance in the research program of modelling economic phenomena, in order to individuate and stress promising perspectives, as well as to curb excessive hopes and criticize not infrequent cases where research reduces to mechanical, ad hoc, applications of "a la mode" techniques. In a word we felt the need of looking about the state of the arts in non-linear systems theory applications to economics and social processes: hence the title of the workshop and the volume.


Media Piracy in Emerging Economies

Media Piracy in Emerging Economies

Author: Joe Karaganis

Publisher: Lulu.com

Published: 2011

Total Pages: 438

ISBN-13: 0984125744

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Media Piracy in Emerging Economies is the first independent, large-scale study of music, film and software piracy in emerging economies, with a focus on Brazil, India, Russia, South Africa, Mexico and Bolivia. Based on three years of work by some thirty five researchers, Media Piracy in Emerging Economies tells two overarching stories: one tracing the explosive growth of piracy as digital technologies became cheap and ubiquitous around the world, and another following the growth of industry lobbies that have reshaped laws and law enforcement around copyright protection. The report argues that these efforts have largely failed, and that the problem of piracy is better conceived as a failure of affordable access to media in legal markets.


Worker Productivity in Operations Management

Worker Productivity in Operations Management

Author: Diwas Kc

Publisher:

Published: 2020-04-15

Total Pages: 112

ISBN-13: 9781680836660

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This monograph reviews the existing literature in operations management on worker productivity and outlines interesting and promising areas of future research. It looks at the individual worker as the atomic unit of analysis in order to examine the drivers that impact worker output.


Knowledge and Critical Pedagogy

Knowledge and Critical Pedagogy

Author: Joe L. Kincheloe

Publisher: Springer Science & Business Media

Published: 2008-06-19

Total Pages: 281

ISBN-13: 140208224X

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In a globalized neo-colonial world an insidious and often debilitating crisis of knowledge not only continues to undermine the quality of research produced by scholars but to also perpetuate a neo-colonial and oppressive socio-cultural, political economic, and educational system. The lack of attention such issues receive in pedagogical institutions around the world undermines the value of education and its role as a force of social justice. In this context these knowledge issues become a central concern of critical pedagogy. As a mode of education that is dedicated to a rigorous form of knowledge work, teachers and students as knowledge producers, anti-oppressive educational and social practices, and diverse perspectives from multiple social locations, critical pedagogy views dominant knowledge policies as a direct assault on its goals. Knowledge and Critical Pedagogy: An Introduction takes scholars through a critical review of the issues facing researchers and educators in the last years of the first decade of the twenty-first century. Refusing to assume the reader’s familiarity with such issues but concurrently rebuffing the tendency to dumb down such complex issues, the book serves as an excellent introduction to one of the most important and complicated issues of our time.


Land of Hope

Land of Hope

Author: Wilfred M. McClay

Publisher: Encounter Books

Published: 2020-09-22

Total Pages: 642

ISBN-13: 1594039380

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For too long we’ve lacked a compact, inexpensive, authoritative, and compulsively readable book that offers American readers a clear, informative, and inspiring narrative account of their country. Such a fresh retelling of the American story is especially needed today, to shape and deepen young Americans’ sense of the land they inhabit, help them to understand its roots and share in its memories, all the while equipping them for the privileges and responsibilities of citizenship in American society The existing texts simply fail to tell that story with energy and conviction. Too often they reflect a fragmented outlook that fails to convey to American readers the grand trajectory of their own history. This state of affairs cannot continue for long without producing serious consequences. A great nation needs and deserves a great and coherent narrative, as an expression of its own self-understanding and its aspirations; and it needs to be able to convey that narrative to its young effectively. Of course, it goes without saying that such a narrative cannot be a fairy tale of the past. It will not be convincing if it is not truthful. But as Land of Hope brilliantly shows, there is no contradiction between a truthful account of the American past and an inspiring one. Readers of Land of Hope will find both in its pages.


The Delirium Brief

The Delirium Brief

Author: Charles Stross

Publisher: Tor Books

Published: 2017-07-11

Total Pages: 384

ISBN-13: 0765394677

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*2018 LOCUS AWARD FINALIST FOR BEST FANTASY NOVEL CATEGORY* “Smart, literate, funny.” —Lev Grossman, author of The Magicians Someone is dead set to air the spy agency’s dirty laundry in The Delirium Brief, the next installment to Charles Stross’ Hugo Award-winning comedic dark fantasy Laundry Files series! Bob Howard’s career in the Laundry, the secret British government agency dedicated to protecting the world from unspeakable horrors from beyond spacetime, has entailed high combat, brilliant hacking, ancient magic, and combat with indescribably repellent creatures of pure evil. It has also involved a wearying amount of paperwork and office politics, and his expense reports are still a mess. Now, following the invasion of Yorkshire by the Host of Air and Darkness, the Laundry’s existence has become public, and Bob is being trotted out on TV to answer pointed questions about elven asylum seekers. What neither Bob nor his managers have foreseen is that their organization has earned the attention of a horror far more terrifying than any demon: a British government looking for public services to privatize. Inch by inch, Bob Howard and his managers are forced to consider the truly unthinkable: a coup against the British government itself. Laundry Files 1. The Atrocity Archives 2. The Jennifer Morgue 3. The Fuller Memorandum 4. The Apocalypse Codex 5. The Rhesus Chart 6. The Annihilation Score 7. The Nightmare Stacks At the Publisher's request, this title is being sold without Digital Rights Management Software (DRM) applied.


Pattern Recognition and Machine Learning

Pattern Recognition and Machine Learning

Author: Christopher M. Bishop

Publisher: Springer

Published: 2016-08-23

Total Pages: 0

ISBN-13: 9781493938438

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This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approximate inference algorithms that permit fast approximate answers in situations where exact answers are not feasible. It uses graphical models to describe probability distributions when no other books apply graphical models to machine learning. No previous knowledge of pattern recognition or machine learning concepts is assumed. Familiarity with multivariate calculus and basic linear algebra is required, and some experience in the use of probabilities would be helpful though not essential as the book includes a self-contained introduction to basic probability theory.


Cicero, Philippic 2, 44–50, 78–92, 100–119

Cicero, Philippic 2, 44–50, 78–92, 100–119

Author: Ingo Gildenhard

Publisher: Open Book Publishers

Published: 2018-09-03

Total Pages: 331

ISBN-13: 1783745924

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Cicero composed his incendiary Philippics only a few months after Rome was rocked by the brutal assassination of Julius Caesar. In the tumultuous aftermath of Caesar’s death, Cicero and Mark Antony found themselves on opposing sides of an increasingly bitter and dangerous battle for control. Philippic 2 was a weapon in that war. Conceived as Cicero’s response to a verbal attack from Antony in the Senate, Philippic 2 is a rhetorical firework that ranges from abusive references to Antony’s supposedly sordid sex life to a sustained critique of what Cicero saw as Antony’s tyrannical ambitions. Vituperatively brilliant and politically committed, it is both a carefully crafted literary artefact and an explosive example of crisis rhetoric. It ultimately led to Cicero’s own gruesome death. This course book offers a portion of the original Latin text, vocabulary aids, study questions, and an extensive commentary. Designed to stretch and stimulate readers, Ingo Gildenhard’s volume will be of particular interest to students of Latin studying for A-Level or on undergraduate courses. It extends beyond detailed linguistic analysis to encourage critical engagement with Cicero, his oratory, the politics of late-republican Rome, and the transhistorical import of Cicero’s politics of verbal (and physical) violence.