This book introduces some contemporary approaches on the application of fuzzy and hesitant fuzzy sets in machine learning tasks such as classification, clustering and dimension reduction. Many situations arise in machine learning algorithms in which applying methods for uncertainty modeling and multi-criteria decision making can lead to a better understanding of algorithms behavior as well as achieving good performances. Specifically, the present book is a collection of novel viewpoints on how fuzzy and hesitant fuzzy concepts can be applied to data uncertainty modeling as well as being used to solve multi-criteria decision making challenges raised in machine learning problems. Using the multi-criteria decision making framework, the book shows how different algorithms, rather than human experts, are employed to determine membership degrees. The book is expected to bring closer the communities of pure mathematicians of fuzzy sets and data scientists.

This comprehensive text covers the research and development trends in the growing field of aromatic C-H dehydrogenative coupling reactions, leading to different types of heterocycles. The author provides answers to how these coupling reactions occur, what kinds of heterocycles are synthesized, and what their advantages are. The palladium-, rhodium-, iridium-, copper-, cobalt-, ruthenium-, and ferric-catalyzed aromatic C(sp2)-H dehydrogenative cross-coupling reactions are described in detail. A useful reference source for researchers and graduates in the field of heterocyclic chemistry and transition-metal-catalyzed dehydrogenative coupling reactions. Features: Comprehensive volume on the synthesis of benzo-heterocycles via aromatic C(sp2)-H bond activation. Heterocycles are of paramount importance to medicinal chemistry and drug discovery. Provides a comprehensive literature survey on the construction of heterocycles. Reaction procedures and mechanistic explanations are included, which will appeal to those in fine chemicals and pharmaceutical companies.

This comprehensive text covers the research and development trends in the growing field of aromatic C-H dehydrogenative coupling reactions, leading to different types of heterocycles. The author provides answers to how these coupling reactions occur, what kinds of heterocycles are synthesized, and what their advantages are. The palladium-, rhodium-, iridium-, copper-, cobalt-, ruthenium-, and ferric-catalyzed aromatic C(sp2)-H dehydrogenative cross-coupling reactions are described in detail. A useful reference source for researchers and graduates in the field of heterocyclic chemistry and transition-metal-catalyzed dehydrogenative coupling reactions. Features: Comprehensive volume on the synthesis of benzo-heterocycles via aromatic C(sp2)-H bond activation. Heterocycles are of paramount importance to medicinal chemistry and drug discovery. Provides a comprehensive literature survey on the construction of heterocycles. Reaction procedures and mechanistic explanations are included, which will appeal to those in fine chemicals and pharmaceutical companies.

Pinch Technology explains the principles of process integration, the use of pinch technology as well as energy recycling in oil, gas, petrochemical and industrial processes. It gives an complete overview of all relevant and similar references in the fi eld of energy recovery in oil, gas and petrochemicals.

Lithium-ion batteries are an established technology with recent large-scale batteries finding emerging markets for electric vehicles and household energy storage. Battery research during the past two decades has focussed on practical improvements to available batteries, such as cell design to enhance energy density, which are currently nearing their maximum potential. We must now consider alternative avenues of research in pursuit of a new breakthrough in this technology. This book collects authoritative perspectives from leading researchers to project the emerging opportunities in the field of lithium-ion batteries. Covering topics including anode and cathode materials, electrolytes, emerging markets and the challenges and opportunities of lithium-ion battery supply, it will provide researchers with cutting-edge leads to advance the next generation of materials. Edited by a pioneer in the field, and with contributions from experts from across the globe, this book will be of use to graduate students and researchers in academia and industry interested in lithium-ion batteries and energy storage.

This memoir tells the story of Victoria Eftekhari, an Iranian woman who was born into wealth in the 1950s. Despite advantage and privilege, her childhood was filled with emotional and physical abuse, illness, and depression. She endured more than forty operations and endless rounds of medications designed to heal her body and mind. She survived three unsuccessful marriages and spent most of her life as single mother to three children. Iran was her prison, and she was determined to break free.

In 1987, she left everything behind, including a successful career as a dermatologist and cosmetologist, to start a new life in Australia with her young daughter. Her sons, both of an age when military training was compulsory, were not allowed to immigrate with her, although they managed to join her one year later. In that year, Victoria struggled. Unable to work in her profession, she also faced deportation back to Iran. Her health challenges continued to torment her. At one point, her frustrated doctors sent her home to die.

At this moment of despair, Victoria turned to prayer. She chose to reinvent her life and help others. Once she regained her health, she began to work with charities. A healer and student of alternative therapies, she is now an accomplished naturopath, aromatherapist, kinesiologist, reflexologist, polarity therapist, homeopath, nutritionist, and spiritual healer. With more than forty qualifications, certificates, and professional memberships, Victoria has become one of Wollongong's most established and experienced practitioners.

A comprehensive overview of polymerized ionic liquids and their applications as smart materials.

Ionic liquids are attractive because they offer versatility in the design of organic salts. As ion-rich media, ionic liquids can control the systems properties by tuning the size, charge, and shape of the composing ions. Whilst the focus has mainly been on the potential applications of ionic liquids as solvents, they also provide innovative opportunities for designing new systems and devices. Limitations from the high viscosity and expensive purification of the ionic liquids are also not a barrier for applications as devices. Written by leading authors, Ionic Liquid Devices introduces the innovative applications of ionic liquids. Whilst the first chapters focus on their characterization, which can be difficult in some instances, the rest of the book demonstrates how ionic liquids can play substantial roles in quite different systems from sensors and actuators to biomedical applications. The book provides a comprehensive resource aimed at researchers and students in materials science, polymer science, chemistry and physics interested in the materials and inspire the discovery of new applications of ionic liquids in smart devices.