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Machine Learning in Complex Networks
This book presents the features and advantages offered by complex networks in the machine learning domain. In the first part, an overview on complex networks and network-based machine learning is presented, offering necessary background material. In the second part, we describe in details some specific techniques based on complex networks for supervised, non-supervised, and semi-supervised learning. Particularly, a stochastic particle competition technique for both non-supervised and semi-supervised learning using a stochastic nonlinear dynamical system is described in details. Moreover, an analytical analysis is supplied, which enables one to predict the behavior of the proposed technique. ...
Coffee
Coffee is one of the most popular drinks in the world but how does the production influence chemistry and quality? This book covers coffee production, quality and chemistry from the plant to the cup. Written by an international collection of contributors in the field who concentrate on coffee research, it is edited expertly to ensure quality of content, consistency and organization across the chapters. Aimed at advanced undergraduates, postgraduates and researchers and accompanied by a sister volume covering how health is influenced by the consumption of coffee, these titles provide an impactful and accessible guide to the current research in the field.
Advances in Corrosion Control of Magnesium and its Alloys
Magnesium (Mg) and its alloys have received widespread acceptance in automobile industries and biomedical applications with substantial recent advancements made in their development, however a significant limitation remains their poor aqueous and galvanic corrosion resistance. This book covers both the fundamentals and recent advancements in two major corrosion protection strategies of magnesium and its alloys, namely, metal-matrix composites and protective coatings. Key features: Covers all aspects of metal-matrix composites and protective coatings for magnesium alloys to improve their corrosion resistance, wear resistance, mechanical properties and biocompatibility Provides the most recent research advancements in the corrosion mitigation strategies of magnesium and its alloys Complete with case studies specific to practical applications, this book serves as a ready reference for graduate students, researchers, engineers and industry professionals in the fields of materials, corrosion science, biofouling and protective coatings.
Duodenal Switch and Its Derivatives in Bariatric and Metabolic Surgery
This book provides extensive information on the duodenal switch and all of its derivatives. The number of procedures performed is progressively increasing, as cases of obesity are on the rise and patients’ body mass index (BMI) is getting higher. It discusses all the techniques involved in the duodenal switch procedure and its derivatives used in the primary and revision situations. Readers will learn what the procedure can offer not only in terms of weight loss, but also its potential with regard to metabolic diseases, since some data indicates that the duodenal switch may lead to rapid resolution of diabetes and other comorbidities. The work is divided into three parts, the first of whic...
Intelligent Systems
The three-volume set LNAI 14195, 14196, and 14197 constitutes the refereed proceedings of the 12th Brazilian Conference on Intelligent Systems, BRACIS 2023, which took place in Belo Horizonte, Brazil, in September 2023. The 90 full papers included in the proceedings were carefully reviewed and selected from 242 submissions. They have been organized in topical sections as follows: Part I: Best papers; resource allocation and planning; rules and feature extraction; AI and education; agent systems; explainability; AI models; Part II: Transformer applications; convolutional neural networks; deep learning applications; reinforcement learning and GAN; classification; machine learning analysis; Part III: Evolutionary algorithms; optimization strategies; computer vision; language and models; graph neural networks; pattern recognition; AI applications.
Social Fabric
Social Fabric: Art and Activism in Contemporary Brazil brings together the work of ten artists who reflect upon the long-standing histories of oppressive power structures in the territory now known as Brazil. Blurring the line between art and activism and spanning installation, painting, performance, photography, sculpture, and video, these artists contribute to local and global conversations about the state of democracy, racial injustice, and the violence inflicted by the nation-state. This first English-language, book-length study of contemporary Brazilian art in relationship to activism assembles artist-authored texts, interviews, essays, and a conceptual mapping of Brazilian history to illuminate the function of art as a platform for critical engagement with the historical, political, and cultural configurations of a particular place. By refusing to remain neutral, these artists create spaces of vibrant and vital community and self-construction to explore how healing and justice may be possible, especially in the Black, LGBTQIA+, and Indigenous communities to which many of them belong.
Science, Characterization and Technology of Joining and Welding
As the Guest Editor of this Special Issue entitled "Science, Characterization, and Technology of Joining and Welding" of Metals, I am pleased to have this book published by MDPI. Joining, including welding, soldering, brazing, and assembly, is an essential requirement in manufacturing processes and is classified as a secondary manufacturing process. This Special Issue of Metals includes technical and review papers on, but not limited to, different aspects of joining and welding, including welding technologies (i.e., fusion-based welding and solid-state welding), characterization, metallurgy and materials science, quality control, and design and numerical simulation. This Special Issue also i...
Organic Farming and Food Production
Organic farming does not mean going "back" to traditional (old) methods of farming. Many of the farming methods used in the past are still useful today. Organic farming takes the best of these and combines them with modern scientific knowledge. The goal was to write a book where as many different existing studies as possible could be presented in a single volume, making it easy for the reader to compare methods, results and conclusions. As a result, studies from countries such as Romania, Poland, The Czech Republic, Mexico, Slovenia, Finland, etc. have been compiled into one book. The opportunity to compare results and conclusions from different countries and continents will create a new perspective in organic farming and food production as well as help researchers and students from all over the world to attain new and interesting results in this field.
Cardiac MR Imaging, An Issue of Magnetic Resonance Imaging Clinics of North America
This issue of MRI Clinics of North America focuses on Cardiac MR Imaging and is edited by Drs. Roberto C. Cury and Clerio Azevedo. Articles will include: The prognostic value of late gadolinium enhancement in non-ischemic heart disease; The role of contrast-enhanced CMR in the assessment of patients with malignant ventricular arrhythmias; Assessment of cardiac sarcoidosis by CMR: comparison with other imaging modalities; The value of T1 mapping techniques in the assessment of non-ischemic cardiomyopathies; Assessment of cardiotoxicity of cancer chemotherapy: The value of cardiac MRI; State-of-the-art quantitative assessment of myocardial ischemia by stress perfusion CMR; T2* mapping techniqu...
Conversion Coatings for Magnesium and its Alloys
This book covers fundamentals and recent advancements on conversion coatings for magnesium and its alloys. The contents are presented in two sections, respectively dealing with chemical and electrochemical conversion coatings. The chemical conversion coating section is further subdivided into inorganic conversion coatings, organic conversion coatings and advanced approaches/coatings. The section on electrochemical conversion coatings spans from fundamentals to state-of-the-art progress on electrochemical anodization and plasma electrolytic oxidation of magnesium and its alloys.
