Computer & IT

Questo libro esplora gli adattamenti genetici delle popolazioni che vivono in ambienti di alta quota e le malattie che devono affrontare. Il ricercatore utilizza il text mining e l'analisi di rete per identificare le reti geniche responsabili delle malattie d'alta quota. L'autore propone un algoritmo di apprendimento automatico chiamato Random Forest per prevedere l'associazione miRNA-malattia utilizzando cinque moduli: preelaborazione, analisi dei dati, estrazione delle caratteristiche, riduzione della dimensionalità e predizione. La metodologia viene valutata utilizzando precisione, richiamo, misura F e accuratezza. Questa ricerca mira a migliorare l'identificazione dei geni malattia da vaste quantità di dati genetici e a fornire un potente strumento per la diagnosi, la progressione e il trattamento delle malattie umane.

In un mondo progressivamente digitalizzato, è lecito chiedersi se un giorno l'umanità dovrà essere ridefinita. Se i processi chimici, come le emozioni, saranno un giorno compresi da "esseri digitali", l'umanità entrerà probabilmente nell'era "Transisto-Sapiens". In questo progetto ci si concentra sull'identificazione dei sentimenti nei testi. Estratti da Twitter, un social media che permette alla sua comunità di rispondere alla domanda: "cosa stai facendo?" in 140 caratteri, questi testi mostrano solitamente una mancanza di struttura grammaticale. L'approccio classico, che prevede l'utilizzo di strumenti come un parser di frasi o un POS tagger, non è applicabile. Infatti, dato che il contenuto informativo è scarso, una politica di riduzione delle caratteristiche troppo rigida spesso non porterebbe a nessun testo. L'interesse è quindi quello di valutare l'accuratezza che ci si può aspettare su un corpus non pre-elaborato. Concentrandosi solo sulle caratteristiche di superficie, è necessaria una metrica che misuri il contenuto emotivo di un particolare concetto. Per quanto ne sa l'autore, finora non ne è stata fatta nessuna. Utilizzando WordNet e il modello affettivo di Plutchik, è stata progettata una semplice metrica basata sui bordi.

V knige rassmatriwaütsq geneticheskie adaptacii populqcij, zhiwuschih w uslowiqh wysokogor'q, i bolezni, s kotorymi oni stalkiwaütsq. Dlq wyqwleniq gennyh setej, otwetstwennyh za wysokogornye zabolewaniq, issledowatel' ispol'zuet metody intellektual'nogo analiza texta i setewogo analiza. Awtor predlagaet algoritm mashinnogo obucheniq Random Forest dlq predskazaniq associacii miRNK s zabolewaniqmi s ispol'zowaniem pqti modulej: predwaritel'noj obrabotki, analiza dannyh, izwlecheniq priznakow, umen'sheniq razmernosti i predskazaniq. Metodika oceniwaetsq s pomosch'ü pokazatelej tochnosti, zapominaniq, F-izmereniq i tochnosti. Cel' dannogo issledowaniq - uluchshit' identifikaciü genow zabolewanij po ogromnym massiwam geneticheskih dannyh i sozdat' moschnyj instrument dlq diagnostiki, progressirowaniq i lecheniq zabolewanij cheloweka.

In einer zunehmend digitalisierten Welt ist es fraglich, ob die Menschheit eines Tages neu definiert werden muss. Wenn chemische Prozesse, wie z.B. Emotionen, eines Tages von "digitalen Wesen" verstanden werden, würde die Menschheit wahrscheinlich in die "Transisto-Sapiens"-Ära eintreten. In diesem Projekt liegt der Schwerpunkt auf der Erkennung von Gefühlen in Texten. Sie stammen aus Twitter, einem sozialen Medium, das es seiner Community ermöglicht, die Frage zu beantworten: "Was machst du gerade?" in 140 Zeichen zu beantworten, weisen diese Texte in der Regel einen Mangel an grammatikalischer Struktur auf. Der klassische Ansatz mit Werkzeugen wie einem Satzparser oder einem POS-Tagger ist nicht anwendbar. Da nur ein geringer Informationsgehalt vorhanden ist, würde eine zu strenge Merkmalsreduzierung oft dazu führen, dass überhaupt kein Text vorhanden ist. Es ist daher von Interesse, die Genauigkeit zu bewerten, die man bei einem nicht vorverarbeiteten Korpus erwarten kann. Wenn man sich ausschließlich auf Oberflächenmerkmale konzentriert, ist eine Metrik erforderlich, die den emotionalen Gehalt eines bestimmten Konzepts misst. Soweit dem Autor bekannt ist, wurde dies bisher noch nicht getan. Unter Verwendung von WordNet in Kombination mit dem affektiven Modell von Plutchik wurde daher eine einfache kantenbasierte Metrik entwickelt.

Dieses Buch untersucht die genetischen Anpassungen von Populationen, die in großen Höhen leben, und die Krankheiten, denen sie ausgesetzt sind. Der Forscher nutzt Text Mining und Netzwerkanalyse, um die für Höhenkrankheiten verantwortlichen Gennetzwerke zu identifizieren. Der Autor schlägt einen Algorithmus des maschinellen Lernens namens Random Forest vor, um die Assoziation von miRNAs mit Krankheiten vorherzusagen, der fünf Module umfasst: Vorverarbeitung, Datenanalyse, Merkmalsextraktion, Dimensionalitätsreduktion und Vorhersage. Die Methodik wird anhand von Präzision, Wiedererkennung, F-Maß und Genauigkeit bewertet. Diese Forschung zielt darauf ab, die Identifizierung von Krankheitsgenen aus großen Mengen genetischer Daten zu verbessern und ein leistungsfähiges Instrument für die Diagnose, den Verlauf und die Behandlung menschlicher Krankheiten bereitzustellen.

https://cuvillier.de/de/shop/publications/8911-gut-leben-mit-asthma-und-allergienDas Buch "Gut leben mit Asthma und Allergien" vermittelt dem interessierten Patienten ohne Überfrachtung durch medizinische Fachbegriffe und Nebensächlichkeiten das notwendige Wissen, um als gleichberechtigter Partner des Arztes an Überwachung und Steuerung seiner Therapie mitzuwirken. Es gibt einen Überblick über neueste Erkenntnisse zur Entstehung von Asthma und Allergien, über diagnostische Methoden und Möglichkeiten, Beschwerden vorzubeugen. Vor allem aber will das Buch das Konzept der Therapie so verständlich machen, dass der Patient zum aktiven Partner des Arztes werden kann.

This book constitutes the proceedings of the 19th IMA International Conference, IMACC 2023, held in London, UK, during December 12¿14, 2023The 14 full papers included in this volume were carefully reviewed and selected from 36 submissions. This volume presents cutting-edge results in a variety of areas, including coding theory, symmetric cryptography, zeroknowledge protocols, digital signature schemes and extensions, post-quantum cryptography and cryptography in practice.

This open access volume explains the foundations of modern solvers for ordinary differential equations (ODEs). Formulating and solving ODEs is an essential part of mathematical modeling and computational science, and numerous solvers are available in commercial and open source software. However, no single ODE solver is the best choice for every single problem, and choosing the right solver requires fundamental insight into how the solvers work. This book will provide exactly that insight, to enable students and researchers to select the right solver for any ODE problem of interest, or implement their own solvers if needed. The presentation is compact and accessible, and focuses on the large and widely used class of solvers known as Runge-Kutta methods. Explicit and implicit methods are motivated and explained, as well as methods for error control and automatic time step selection, and all the solvers are implemented as a class hierarchy in Python.

Im vorliegenden Buch wird der Einsatz von Planspielen im sozialwissenschaftlichen Unterricht untersucht. Mit Hilfe eines Websurveys wurden Lehrkräfte, die an hessischen Sekundarschulen den Politikunterricht durchführen, befragt. Als innovatives Lehr-Lern-Arrangement werden Planspielen multidimensionale Lerneffekte zugeschrieben, die mit Blick auf die elementare Bedeutung von Mündigkeit gerade für den Politikunterricht fruchtbar gemacht werden können. Die Methode kann helfen, sich (gesellschafts-)politische Themen, Strukturen und Prozesse sowie zentrale Kompetenzen anzueignen. Entsprechend relevant ist es, Grundlegendes über die Verwendung von Planspielen im Politikunterricht zu erfahren ¿ so wird der Methode einerseits eine große Passung zugeschrieben, während ihr Einsatz, bislang empirisch nicht fundiert, andererseits als gering betrachtet wird. Folglich wird in der vorliegenden Studie die Frage bearbeitet: Inwiefern kommen Planspiele im sozialwissenschaftlichen Unterricht zum Einsatz? Es werden Merkmale des Planspieleinsatzes sowie etwaige (Hinderungs-)Gründe beleuchtet.

Dieses Buch ist ein wertvoller Leitfaden für Online-Händler, die in einer sich ständig verändernden Branche langfristiges Wachstum erreichen wollen. Stefan Clausing bietet dafür pragmatische Strategien an, ohne dabei zu ¿fancy¿ zu werden. Die Welt des E-Commerce hat in den letzten Jahrzehnten eine rasante Entwicklung erlebt, die durch die SARS-CoV-2-Pandemie ihren vorläufigen Höhepunkt fand. Doch im Jahr 2022 trübte sich die Stimmung ein. Der Online-Handel wurde erstmals mit negativem Wachstum konfrontiert. Jetzt ist es an der Zeit, sich als Online-Shopbetreiber neu aufzustellen. Dieses Buch bietet eine Bestandsaufnahme und zeigt, wie Sie die Chancen nutzen und den Risiken begegnen können.Aus dem InhaltVeränderung ist die Norm: Wie Wachstum im dynamischen Umfeld des E-Commerce gelingt.Positionierung ist der Schlüssel: Vom tiefen Verständnis von Ihrer Zielgruppe zu einer überzeugenden Positionierung.Traffic und Kundenakquise: Kundengewinnung als dauerhafte Herausforderung ¿ Übersicht der wichtigsten Instrumente, um Kunden durch den Kaufentscheidungsprozess zu führen und zu Wiederholungskäufern zu machen.Datenschutz und Marketing: Hand in Hand mit einer klugen Datenstrategie und einer ausgewogenen Budgetierung über den gesamten Conversion Funnel. Customer Relationship Management: Wie Sie anhand des Customer Lifetime Value (CLV) und Kohortenanalysen die Kundenbindung steigern.Ethik im E-Commerce: Wie das Streben nach Gewinnmaximierung nicht auf Kosten des Kundenmehrwerts geht. ¿An die Spitze im E-Commerce¿ bietet eine ganzheitliche Perspektive auf die Herausforderungen und Chancen im digitalen Handel ¿ sowohl für große Online-Shops als auch für KMUs und Selbständige. Die ausgewogenen Ansätze und praktischen Erkenntnisse machen dieses Buch zu einem klugen Ratgeber für Online-Verkäufer, die nachhaltig wachsen und langfristig erfolgreich sein möchten.

¿Didaktisch gekonnt aufbereitet stellen Georg Schreyögg und Daniel Geiger Konzepte und Methoden zum Verständnis der Probleme der Organisationsgestaltung und zur Entwicklung fundierter Lösungen vor. Zahlreiche aktuelle Fallbeispiele illustrieren die Ansätze und regen zur praktischen Anwendung des theoretischen Wissens an. Diskussionsfragen dienen der Vertiefung des Gelernten.Für die siebte Auflage wurde das Lehrbuch aktualisiert und gestrafft, die Reihenfolge der Kapitel wurde umgestellt, die didaktisch bewährte Grundkonzeption wurde jedoch erhalten.

This book systematically narrates the fundamentals, methods, and recent advances of evolutionary deep neural architecture search chapter by chapter. This will provide the target readers with sufficient details learning from scratch. In particular, the method parts are devoted to the architecture search of unsupervised and supervised deep neural networks. The people, who would like to use deep neural networks but have no/limited expertise in manually designing the optimal deep architectures, will be the main audience. This may include the researchers who focus on developing novel evolutionary deep architecture search methods for general tasks, the students who would like to study the knowledge related to evolutionary deep neural architecture search and perform related research in the future, and the practitioners from the fields of computer vision, natural language processing, and others where the deep neural networks have been successfully and largely used in their respective fields.

The book synthesizes research on the analysis of biomedical ontologies using formal concept analysis, including through auditing, curation, and enhancement. As the evolution of biomedical ontologies almost inevitably involves manual work, formal methods are a particularly useful tool for ontological engineering and practice, particularly in uncovering unexpected "e;bugs"e; and content materials.  The book first introduces simple but formalized strategies for discovering undesired and incoherent patterns in ontologies before exploring the application of formal concept analysis for semantic completeness. The book then turns to formal concept analysis, a classical approach used in the mathematical treatment of orders and lattices, as an ontological engineering principle, focusing on the structural property of ontologies with respect to its conformation to lattice or not (non-lattice). The book helpfully covers the development of more efficient algorithms for non-lattice detection and extraction required by exhaustive lattice/non-lattice analysis. The book goes on to highlight the power and utility of uncovering non-lattice structure for debugging ontologies and describes methods that leverage the linguistic information in concept names (labels) for ontological analysis. It also addresses visualization and performance evaluation issues before closing with an overview and forward-looking perspectives on the field.  This book is intended for graduate students and researchers interested in biomedical ontologies and their applications. It can be a useful supplement for courses on knowledge representation and engineering and also provide readers with a reference for related scientific publications and literature to assist in identifying potential research topics. All mathematical concepts and notations used in this book can be found in standard discrete mathematics textbooks, and the appendix at the end of the book provides a list of key ontological resources, as well as annotated non-lattice and lattice examples that were discovered using the authors' methods, demonstrating how "e;bugs are fixed"e; by converting non-lattices to lattices with minimal edit changes.

Im 19. Heimatjahrbuch geben Wormser Bürgerinnen und Bürger in Aufsätzen und Porträts vielfältige Einblicke in die Geschichte und Gegenwart der Nibelungenstadt.Hans-Georg Herrnleben führt kenntnisreich durch das Stadtviertel rund um den Karlsplatz, Klaus Harthausen erinnert an den fast vergessenen Portalkran in Rheindürkheim, Irene Spille beleuchtet die Kunst am Bau, die seit den 50er- und 60er-Jahren das Stadtbild mitprägt. Gundula Werger ergänzt die Lebensgeschichte des Künstlers Heinz Hindorf um wichtige Nuancen. Carlo Riva beschreibt, wie in den 70er-Jahren der Personalmangel im Stadtkrankenhaus behoben wurde, indem man Schwestern aus Korea holte. Die Anfänge des Fußballs hat Hartmut Ritzheimer erforscht. Ludwig Huber sinniert über Geschichten rund um die Hochheimer Bergkirche, Tirmiziou Diallo über die Zukunft Europas. Richard Stumm erinnert sich an seinen Vater, den gleichnamigen Künstler. Gernot Lahr-Mische erzählt, wie Florian Dieckmann das "Hamburger Tor" als lebendige Begegnungsstätte etabliert hat, und porträtiert den Musiker und Veranstalter Volker Wengert. Rudolf Uhrig steuert nicht nur den alljährlichen Jahresrückblick in Bildern bei, sondern berichtet aus seinem Leben als Fotograf.Diese und eine ganze Reihe weiterer Beiträge aus den Bereichen Kultur, Sport, Umwelt sowie Gedichte und Geschichten machen das Heimatjahrbuch 2024 zu einer so lesenswerten wie kurzweiligen Chronik.

. Das Ausmalbuch zu unserem Band Die Rückkehr der Wildnis . 20 hoffnungsvolle Geschichten über Arten, die sich durchsetzen konnten und sich wieder erholen. Enthält eine Doppelseite mit Maltechniken und Tipps. Ein weiteres Ausmalbuch von Good Wives and Warriors, aus deren Feder Fabelwelt stammt Die Klimakrise und das Aussterben von Tieren und Pflanzen können ängstigen und bedrücken - umso wichtiger, dass wir Kindern Mut machen und ihnen zeigen, dass Engagement sich lohnt, und dass die Natur sich erholen kann, wenn wir sie lassen!Hier lernen sie Tiere und Pflanzen kennen, die allen Widrigkeiten zum Trotz ihren rechtmäßigen Platz in der Natur zurückerobern. Von Blauwalen, die in den Südlichen Ozean zurückkehren, bis hin zu seltenen Blumenarten, die auf städtischen Dächern ein neues Zuhause finden. Jede Geschichte wird von einer großen, detaillierten Ausmalseite begleitet.

Lucie stellt Nachforschungen an, denn in ihrer futuristischen Zeit sind selbst Grashalme selten geworden. Das Naturhistorische Museum von Lucies Stadt schickt sie auf eine Zeitreise, um mehr über das Leben der Tiere in den 2020er-Jahren zu erfahren. Mit ihrer Zeitkapsel kann Lucie also in die Vergangenheit reisen, ihre Größe anpassen, fliegen und sogar unter Wasser atmen!Lucies Abenteuer sind in 15 leichte Comics von je 4 Seiten aufgeteilt und führen sie in die Wälder, Berge, Teiche und Gärten Europas, wo sie die Tiere kennenlernt, die um uns herum leben. Die Geschichten sensibilisieren Kinder für die Einzigartigkeit und Zerbrechlichkeit unserer Tierwelt und zeigen auf, dass es sie zu schützen gilt.Tiere, denen Lucie begegnet: Elster, Ameise, Steinkauz, Wachtel, Falke, Zwergmaus, Mondfisch, Feuersalamander, Bartgeier, Steinadler, Kuckuck, Honigbiene, Braunbär, Luchs, Aspisviper und Igel.

Die Arbeit ist eine umfassende Analyse der "geschäftlichen Entscheidung" als ein Kernbegriff des Lauterkeitsrechts. Nach einer historischen Darstellung schließt das Werk durch eine umfangreiche Systematisierung von Rechtsprechung und Literatur zu dem Begriff eine Lücke in der Literatur. Auf dieser Grundlage und unter Berücksichtigung verhaltensökonomischer Erkenntnisse wird eine abstrakte Definition entwickelt, die eine kohärente Auslegung des Merkmals ermöglicht. Für ein vollständiges Bild und unter Anwendung des Definitionsvorschlags werden zudem die unterschiedlichen Funktionen der geschäftlichen Entscheidung als Tatbestandsmerkmal der Verbotstatbestände herausgearbeitet, um eine dogmatisch stimmige Auslegung zu ermöglichen.

¿¿¿¿ GRAY HAT VULNERABILITY SCANNING & PENETRATION TESTING ¿¿¿¿Are you ready to dive into the fascinating world of ethical hacking and cybersecurity? Look no further than the "Gray Hat Vulnerability Scanning & Penetration Testing" book bundle. ¿¿¿¿ Book 1: Gray Hat Essentials - A Beginner's Guide to Vulnerability Scanning· Start your journey with the fundamentals of vulnerability scanning.· Learn how to identify weaknesses and assess risks in digital systems.· Understand the essential tools and techniques used by cybersecurity professionals.· Perfect for beginners looking to build a strong foundation in cybersecurity.¿¿¿¿ Book 2: Intermediate Gray Hat Tactics - Penetration Testing Demystified· Elevate your skills to the next level with this intermediate guide.· Explore the tactics and techniques used by ethical hackers to uncover vulnerabilities.· Gain hands-on experience in conducting penetration tests.· Ideal for those looking to expand their knowledge and career prospects in cybersecurity.¿¿¿¿ Book 3: Advanced Gray Hat Exploits - Beyond the Basics· Take a deep dive into advanced exploits and vulnerabilities.· Learn how real-world hackers think and strategize.· Discover sophisticated techniques to secure systems against advanced threats.· Perfect for professionals seeking to confront complex cybersecurity scenarios.¿¿¿¿ Book 4: Mastering Gray Hat Ethical Hacking - Expert-Level Penetration Testing· Become a cybersecurity expert with the final volume in the bundle.· Master advanced exploitation techniques and post-exploitation strategies.· Designed for tho

This reprint contains 15 articles from the Special Issue of the MDPI journal Processes on "Machine Learning-Assisted Intelligent Processing and Optimization of Complex Systems". These articles focus on the most recent developments in intelligent optimization methods and their applications in various test cases. The reprint covers various topics, including distributed multiagent modeling, metaheuristic algorithms, multisource data fusion, mobile computing and mobile sensing, machine learning-based intelligent processing for modeling complex manufacturing systems, and data-driven intelligent modeling.Focusing on the abovementioned subjects, this reprint can be useful for researchers interested in intelligent optimization techniques and their applications in the fields of artificial intelligence and machine learning. We believe that this reprint will encourage the convergence between many communities.

IntroductionWelcome to "Power Query for Power BI and Excel: Transform and Shape Data." In this comprehensive guide, we embark on a journey through the powerful world of data transformation and preparation using Microsoft Power Query, an essential tool for data analysts, business intelligence professionals, and Excel enthusiasts.In today's data-driven landscape, the ability to work with data effectively is a critical skill. Organizations rely on accurate, clean, and well-structured data to make informed decisions and gain a competitive edge. Power Query empowers you to seamlessly access, transform, and shape your data, enabling you to uncover valuable insights and drive intelligent actions.Our book is designed to take you from the fundamentals of Power Query to advanced techniques, ensuring that you master this versatile tool. Whether you're working with data from a variety of sources, cleaning and transforming data for analysis, or automating data workflows, this book provides a step-by-step guide to tackle real-world data challenges with confidence.What You'll Discover:1. Power Query Fundamentals: We'll start with the basics, ensuring you have a solid understanding of Power Query's core concepts, user interface, and data transformation capabilities.2. Data Transformation Techniques: Learn how to clean and shape data from various sources, including Excel spreadsheets, databases, web services, and more. We'll guide you through common data cleaning and transformation tasks, equipping you with the skills to handle data of all shapes and sizes.3. Advanced Transformations: Dive into advanced data transformation techniques, including custom functions, conditional logic, and combining data from multiple sources. Unlock the full potential of Power Query to manipulate your data as needed.4. Automating Workflows: Discover how to automate data transformation workflows, saving time and reducing the risk of errors. We'll explore scripting, scheduling data refresh, and ensuring data reliability in a production environment.5. Specialized Use Cases: Explore how Power Query can be applied to specialized fields such as financial analysis, text and natural language processing, and more. Real-world examples and case studies demonstrate the practical applications of Power Query.6. Tips, Resources, and Community: We'll provide tips and resources to enhance your Power Query skills, and we'll guide you on staying updated with the latest developments. You'll also learn about the Power Query community and forums for ongoing support and knowledge sharing.This book is for both beginners looking to build a strong foundation and experienced users aiming to expand their expertise. With a blend of theoretical knowledge, practical examples, and hands-on exercises, you'll be well-equipped to tackle diverse data challenges in your professional and personal projects.Whether you're a data analyst, business intelligence professional, Excel user, or anyone passionate about working with data, "Power Query for Power BI and Excel: Transform and Shape Data" is your key to unlocking the full potential of your data.Get ready to transform your data and supercharge your data analysis capabilities. Let's dive in!

Your company wants to innovate, disrupt, grab market share, and leap past competitors rather than play catch-up, but the methods you tried had little or no success. Despite trying to be Agile, Lean, efficient, fast, and possibly even customer-centric, common design practices struggle in creating successful outcomes for businesses and ecosystems.Disruptive Research delves into how knowledge-oriented research and design can uncover truly exceptional insights and create disruptive innovations. If your company is curious about or already likes Jobs To Be Done or discovery-focused methods, Disruptive Research will show how to achieve greater success by following its proven process.This book explores topics including:Learning users' tasks and unmet needs through observational research.Translating these into ripe opportunities for your company.Task analysis and optimization.User knowledge profiles instead of personas, which are often ineffective and not actionable.Knowledge design: solving user problems and innovating based on what research reveals about users' "knowledge gaps."Task-oriented design: organizing the design for tasks, rather than features.Tips and tricks to leverage user psychology and behaviors.Numerous examples illustrating these methods from various industries. A practice example evolves along with the book, demonstrating these knowledge-oriented methods by thoroughly detailing each step of the process.Who should read this book? This is a how-to book written for UX researchers and designers familiar with UCD methods who want to apply more evolved methods to website, software, product, and service projects. This book was written for both less experienced UX practitioners as well as more veteran researchers and designers. Additionally, UX managers and directors will benefit from these methods, which will improve procedural and scheduling aspects of their UX projects.

Since the seminal work of Andrey Kolmogorov in the early 1940's, imaging through atmospheric turbulence has grown from a pure scientific pursuit to an important subject across a multitude of civilian, space-mission, and national security applications. Fueled by the recent advancement of deep learning, the field is further experiencing a new wave of momentum. However, for these deep learning methods to perform well, new efforts are needed to build faster and more accurate computational models while at the same time maximizing the performance of image reconstruction. The goal of this book is to present the basic concepts of turbulence physics while accomplishing the goal of image reconstruction. Starting with an exploration of optical modeling and computational imaging in Chapter 1, the book continues to Chapter 2, discussing the essential optical foundations required for the subsequent chapters. Chapter 3 introduces a statistical model elucidating atmospheric conditions and the propagation of waves through it. The practical implementation of the Zernike-based simulation is discussed in Chapter 4, paving the way for the machine learning solutions to reconstruction in Chapter 5. In this concluding chapter, classical and contemporary trends in turbulence mitigation are discussed, providing readers with a comprehensive understanding of the field's evolution and a sense of its direction. The book is written primarily for image processing engineers, computer vision scientists, and engineering students who are interested in the field of atmospheric turbulence, statistical optics, and image processing. The book can be used as a graduate text, or advanced topic classes for undergraduates.

Discover the transformative power of effective prioritization! In a world where time is a precious commodity and tasks seem endless, mastering the art of prioritizing can be your ultimate superpower. In our enlightening article, explore the top ten essential prioritizing abilities that can revolutionize your productivity and empower you to conquer your goals with finesse.Picture this: you're faced with a daunting to-do list, unsure of where to start. The key lies in prioritization - your personal superhero swooping in to ensure your focus lands on what truly matters. But how can you acquire such superhuman abilities? Get ready, because we're about to unveil the secrets to you.In today's fast-paced world, where technological advancements and resource competition reign supreme, the ability to prioritize tasks has never been more critical. By organizing your responsibilities and goals based on importance, you can efficiently manage your time, energy, and resources. This strategic allocation guarantees unwavering focus on endeavors of utmost significance.Improved prioritization doesn't just boost productivity; it also diminishes stress, offering you a methodical approach to handle challenges. By evaluating your workload and determining priorities, you gain the resilience to tackle obstacles calmly, alleviating the weight of worry. Moreover, this skill propels you toward goal achievement, as each step is meticulously chosen, increasing your chances of success.Setting priorities and managing time are intertwined, enabling you to align your daily routines with your goals. By strategically arranging tasks based on relevance and urgency, you maximize efficiency and cultivate a sense of accomplishment. Prioritizing becomes your compass, guiding you through the chaos of modernity, leading to success and fulfillment in both your personal and professional life.Embark on a journey of self-discovery and empowerment. Embrace the art of prioritization, and watch as your life transforms, one prioritized task at a time. Are you ready to unlock your full potential and soar to new heights? Dive deep into the world of prioritizing and witness the effortless excellence it brings to your life!

Welcome to the world of data modeling and analytics in Power BI, where we will embark on a journey of discovery and mastery. In this book, "Power BI: Mastering DAX for Advanced Data Modeling," we will delve deep into the intricacies of the Data Analysis Expressions (DAX) language and explore the advanced techniques needed to harness its full potential.Whether you're a business professional seeking to make data-driven decisions or a data analyst aiming to create powerful data models, this book is your comprehensive guide. We will cover a wide range of topics, from the fundamentals of DAX to advanced data modeling, performance optimization, and case studies in various domains. By the end of this journey, you'll possess the knowledge and skills to tackle complex data challenges and unlock valuable insights for your organization.Our goal is to provide you with a clear, practical, and insightful understanding of DAX and Power BI, enabling you to create data models that drive success. Throughout this book, we'll offer step-by-step explanations, real-world examples, and hands-on exercises to ensure your learning experience is both enjoyable and productive.As the field of data analysis and business intelligence continues to evolve, staying ahead of the curve is essential. "Power BI: Mastering DAX for Advanced Data Modeling" equips you with the tools you need to remain at the forefront of this dynamic industry. We hope you find this book not only informative but also empowering as you unlock the full potential of your data.Thank you for choosing this book to enhance your data modeling skills. Let's embark on this exciting journey together and pave the way for a future filled with data-driven insights.

"Nanocomposite Membranes for PEMFC Preparation & Characterization" is a comprehensive book written by P. Martina that delves into the use of nanomaterials in preparing and characterizing membranes for polymer electrolyte membrane fuel cells (PEMFCs). The book provides an overview of fuel cell technology and energy conversion, and how the use of nanomaterials such as graphene, carbon nanotubes, and nanoparticles can improve the performance of PEMFCs.The book covers various techniques used for the preparation of nanocomposite membranes, including electrospinning, blending, casting, and self-assembly. The interaction between the ionomer and polymer matrix, as well as the dispersion and interfacial interaction of the filler, are discussed in detail.The mechanical properties, thermal stability, proton conductivity, water management, gas permeability, methanol crossover, and durability of the nanocomposite membranes are also analyzed. The book explores the use of nanomaterials in the electrode and catalyst layer, and their effect on electrochemical performance, which is analyzed through single-cell testing, impedance spectroscopy, polarization curve, and electrocatalyst performance.The book also delves into surface analysis techniques, including spectroscopy, X-ray diffraction, microscopy, scanning electron microscopy, transmission electron microscopy, atomic force microscopy, energy dispersive X-ray spectroscopy, Fourier transform infrared spectroscopy, Raman spectroscopy, and nuclear magnetic resonance spectroscopy.Overall, "Nanocomposite Membranes for PEMFC Preparation & Characterization" is a valuable resource for researchers and professionals in the field of fuel cell technology who seek to improve the performance of PEMFCs using nanomaterials.

Welcome to "Advanced Transact-SQL," the sequel to my first book, "Relational Database and Transact SQL." For those who've journeyed through the initial volume, you're well-prepared to explore the depths of transact-SQL in this advanced edition.In this book, we not only delve into the intricacies of advanced SQL statement syntax but also ensure your understanding through extensive examples and practical exercises. To solidify your knowledge and test your grasp of the concepts, we've included over 400 multiple-choice questions for your review and self-assessment.