Model Rules of Professional Conduct
Model Rules of Professional Conduct

Author: American Bar Association. House of Delegates

Publisher: American Bar Association

Published: 2007

Total Pages: 216

ISBN-13: 9781590318737

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The Model Rules of Professional Conduct provides an up-to-date resource for information on legal ethics. Federal, state and local courts in all jurisdictions look to the Rules for guidance in solving lawyer malpractice cases, disciplinary actions, disqualification issues, sanctions questions and much more. In this volume, black-letter Rules of Professional Conduct are followed by numbered Comments that explain each Rule's purpose and provide suggestions for its practical application. The Rules will help you identify proper conduct in a variety of given situations, review those instances where discretionary action is possible, and define the nature of the relationship between you and your clients, colleagues and the courts.

Rules, Norms, and Decisions
Rules, Norms, and Decisions

Author: Friedrich V. Kratochwil

Publisher: Cambridge University Press

Published: 1991-04-26

Total Pages: 332

ISBN-13: 9780521409711

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This book assesses the impact of norms on decision-making. It argues that norms influence choices not by being causes for actions, but by providing reasons. Consequently it approaches the problem via an investigation of the reasoning process in which norms play a decisive role. Kratochwil argues that, depending upon the strictness the guidance norms provide in arriving at a decision, different styles of reasoning with norms can be distinguished. While the focus in this book is largely analytical, the argument is developed through the interpretation of the classic thinkers in international law (Grotius, Vattel, Pufendorf, Rousseau, Hume, Habermas).

Interpretable Machine Learning
Interpretable Machine Learning

Author: Christoph Molnar

Publisher: Lulu.com

Published: 2020

Total Pages: 320

ISBN-13: 0244768528

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This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.

Linguistic Dimensions of Crisis Talk
Linguistic Dimensions of Crisis Talk

Author: Claudia Sassen

Publisher: John Benjamins Publishing

Published: 2005-08-31

Total Pages: 244

ISBN-13: 9027294313

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This book offers an HPSG-based discourse grammar for a controlled language (Air Traffic Control) that allows the identification of well-formed discourse patterns. A formalisation of discourse theoretical structures that occur especially in crisis situations that involve potential aviation disasters is introduced. Of particular importance in this context are discourse sequences that help secure uptake among the crew and between crew and tower in order to coordinate actions that might result in avoiding a potential disaster. In order to describe the relevant phenomena, an extended HPSG formalism is used. The extension concerns the capability of modelling speech acts as proposed by Searle & Vanderveken (1985). The grammar is modelled by employing XML as a denotational semantics and is applied to the corpus data. This work thus lays the foundation for the automatic recognition of discourse structures in aviation communication.

Foundations of Public Law
Foundations of Public Law

Author: Martin Loughlin

Publisher: OUP Oxford

Published: 2012-09-27

Total Pages: 528

ISBN-13: 0191648175

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Foundations of Public Law offers an account of the formation of the discipline of public law with a view to identifying its essential character, explaining its particular modes of operation, and specifying its unique task. Building on the framework first outlined in The Idea of Public Law (OUP, 2003), the book conceives public law broadly as a type of law that comes into existence as a consequence of the secularization, rationalization and positivization of the medieval idea of fundamental law. Formed as a result of the changes that give birth to the modern state, public law establishes the authority and legitimacy of modern governmental ordering. Public law today is a universal phenomenon, but its origins are European. Part I of the book examines the conditions of its formation, showing how much the concept borrowed from the refined debates of medieval jurists. Part II then examines the nature of public law. Drawing on a line of juristic inquiry that developed from the late sixteenth to the early nineteenth centuries-extending from Bodin, Althusius, Lipsius, Grotius, Hobbes, Spinoza, Locke and Pufendorf to the later works of Montesquieu, Rousseau, Kant, Fichte, Smith and Hegel-it presents an account of public law as a special type of political reason. The remaining three Parts unpack the core elements of this concept: state, constitution, and government. By taking this broad approach to the subject, Professor Loughlin shows how, rather than being viewed as a limitation on power, law is better conceived as a means by which public power is generated. And by explaining the way that these core elements of state, constitution, and government were shaped respectively by the technological, bourgeois, and disciplinary revolutions of the sixteenth century through to the nineteenth century, he reveals a concept of public law of considerable ambiguity, complexity and resilience.