This open access book thoroughly investigates the domain of policy design tailored specifically for micro, small, and medium enterprises (MSMEs) with a central emphasis on harmonizing these policies with the preexisting social capital inherent to these enterprises, consistent with the mandate of Bank Indonesia to guard price stability and to promote financial stability, inclusive, and sustainable growth. Professor Iwan Jaya Azis has made yet another substantial and original contribution to the literature on economic development This study, on micro, small and medium enterprises (MSMEs), is a continuation of his life-long professional career, to focus on key development and policy issues. advocates an approach to listen, that is, to talk to the actors in a variety of economic and ecological settings, and to design policies accordingly. All too often, this seemingly obvious methodology has been ignored in favor of a top-down approach. (Hal Hill, H.W. Arndt Professor Emeritus of the Southeast Asian Economies, Crawford School, Australian National University) Iwan Aziss "Listen and Design" is another great new book of his building on its predecessor "Periphery and Small Ones Matter", it shows that the success of policy programs requires understanding the prevailing social capital To do this requires listening to MSMEs so as to "align the preferences of enterprises and policy makers." This is the third, great contribution of Iwan Azis book for all development economists and policy makers. (Ludger Schuknecht, Former German Federal Ministry of Finance, ex-OECD Deputy Secretary-General, and currently Vice President and Corporate Secretary of the Asian Infrastructure Investment Bank (AIIB)) The role of micro, small, and medium enterprises is crucial in contributing to the development process. Early in the structural transformation, these enterprises are in the informal sector and gradually move into the formal sector as they learn more efficient business practices. The important contribution of this book is that it successfully searches for policies that can speed up this process and make these enterprises more efficient and productive. The methodology used by the author is original. This book deserves to be read by researchers and policymakers interested in micro enterprises. (Erik Thorbecke, H.E. Babcock Professor of Economics (Emeritus), Cornell University) There have been many analyses and studies on MSMEs, but Iwan Azis book tops them all in terms of evidence base, innovative approach with the AHP and ANP methodology something the author has worked for decades, and most of all written with the heart by recognizing that people are at the center of development and the importance of social capital This is an incredible reference for all stakeholders from governments, networks of MSMEs, facilitators, and all those who care about people and community centered development. (Mari E Pangestu, Former Trade Minister of Indonesia and Managing Director of Development Policy and Partnerships, World Bank).

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.

Thermodynamics is one of the most exciting branches of physical chemistry which has greatly contributed to the modern science. Being concentrated on a wide range of applications of thermodynamics, this book gathers a series of contributions by the finest scientists in the world, gathered in an orderly manner. It can be used in post-graduate courses for students and as a reference book, as it is written in a language pleasing to the reader. It can also serve as a reference material for researchers to whom the thermodynamics is one of the area of interest.

30% discount for members of The Mineralogical Society of Britain and Ireland This volume addresses the fundamental factors that underlie our understanding of mineral behaviour and crystal chemistry - a timely topic given current advances in research into the complex behaviour of solids and supercomputing.

This book deals with gas-phase nanoparticle synthesis and is intended for researchers and research students in nanomaterials science and engineering, condensed matter physics and chemistry, and aerosol science. Gas-phase nanoparticle synthesis is instrumental to nanotechnology—a field in current focus that raises hopes for environmentally benign, resource-lean manufacturing. Nanoparticles can be produced by many physical, chemical, and even biological routes. Gas-phase synthesis is particularly interesting since one can achieve accurate manufacturing control and hence industrial viability. Nanotechnology is popular today. However, basic scientific aspects of the relevant, underlying processes have not received sufficient attention. This book fills the gap in the current literature by addressing certain fundamentals of gas-phase nanoparticle synthesis. Chapters cover topics such as forces within and dynamics of nanoparticle systems, gas evaporation and deposition, laser assisted nanoparticle synthesis, and nanoparticle fabrication via flame processes. A chapter on in-situ structural studies of nanoparticles undergoing growth complements the exposition.

The book covers a variety of applications of modern atomic-scale modeling of materials in the area of nanoscience and nanostructured systems. By highlighting the most recent achievements obtained within a single institute, at the forefront of material science studies, the authors are able to provide a thorough description of properties at the nanoscale. The areas covered are structural determination, electronic excitation behaviors, clusters on surface morphology, spintronics and disordered materials. For each application, the basics of methodology are provided, allowing for a sound presentation of approaches such as density functional theory (of ground and excited states), electronic transport and molecular dynamics in its classical and first-principles forms. The book is a timely collection of theoretical nanoscience contributions fully in line with current experimental advances.