Computer & IT

"Emerging Technologies and Energizing the Future of Tourism" is a book that discusses the impact of emerging information technologies on tourism development in various fields, from tourism management and tourism planning to marketing the tourism service in the best, fastest, and safest way possible, utilizing the promising methods that information technology has made available to us. This book also discusses the information systems used in the management and the industry of tourism and hospitality services, as well as the significant positive impact of adopting these systems in our administrative and organizational work within tourism facilities. This book is extremely useful for students, researchers, and professionals in the field of tourism management and marketing, as it discusses the impact of modern technology on the tourism industry and management, as well as methods for leveraging it to improve the performance of providing tourism services and marketing tourism services.

Unlock your programming potential with Kotlin - Start building todayDESCRIPTION Kotlin is a modern, expressive, and concise programming language popular among developers for its many benefits. These include its interoperability with Java, ability to build native mobile and web applications, and support for functional programming.This book provides a comprehensive introduction to Kotlin, covering everything you need to know to start building Kotlin applications, regardless of your prior programming experience.You'll start by learning the basics of Kotlin, including its variables, types, functions, and control flow statements. Then, you'll explore more advanced topics such as object-oriented programming, generics, coroutines, RxKotlin, and multiplatform development.Once you have a solid foundation in Kotlin, you'll learn how to use it to build real-world applications. You'll start with a simple Android application and then move on to more complex projects, such as a web application and a desktop application.By the end of this book, you will have a deep understanding of Kotlin and be confident in your ability to use it to build robust, maintainable, and scalable applications.WHAT YOU WILL LEARN¿ Learn Kotlin syntax, type system, and basic concepts to write idiomatic, expressive, and safe code.¿ Build robust and scalable applications using Kotlin, including web, mobile, and desktop applications. Use reactive patterns and frameworks such as Spring Boot to design highly scalable and resilient applications.¿ Apply best practices and design patterns to write maintainable and reusable code.¿ Write code that is reliable and easy to maintain.¿ Become a more productive and efficient programmer.WHO THIS BOOK IS FORBuilding Kotlin Applications is for anyone who wants to learn how to build modern and scalable applications with Kotlin. Whether you are a software engineer, mobile developer, web developer, or student, this book will teach you everything you need to know to get started with Kotlin.

The dynamic development of biotechnologies and the deepening knowledge of natural and information sciences expand the possibilities of human modification. In this book, the ideas of transhumanism and posthumanism are analyzed from several philosophical perspectives, examining their overlap with artistic expression. The possible ontological, ethical, and social implications associated with the fulfillment of transhumanist and posthumanist visions are explored, as well as the validity of traditional philosophical concepts under these new conditions. Additionally, the influence of transhumanist and posthumanist ideas on literary, visual, cinematic, and digital art is analyzed, and interpretative possibilities are explored.

À l'heure où les plateformes, les applications, les solutions d'intelligence artificielle et les robots promettent d'envahir notre quotidien, les travailleurs du numérique restent méconnus. Ce livre en propose une analyse, de la France à la Silicon Valley, abordant les organisations, petites et grandes, publiques et privées, formelles et informelles, qui portent et incarnent le modèle numérique. Les contributions rassemblées dans cet ouvrage rendent compte des aspirations, des méthodes de travail, de la manière de stimuler et tirer profit de l'innovation propre à ce milieu, et questionne leur effet d'attraction ai sein d'autres secteurs, telles que celui de l'éducation et de la santé. Elles soulignent les effets d'enchantement et de découragement suscités par les nouvelles technologies, l'expertise qu'elles mobilisent et les impasses auxquels elles ont aussi pu aboutir. En cela, cet ouvrage apporte une contribution pionnière et décisive à l'histoire d'un modèle devenu dominant pour le 21e siècle.

A much-needed guide to implementing new technology in workspaces From experts in the field comes Machine Learning Upgrade: A Data Scientist's Guide to MLOps, LLMs, and ML Infrastructure, a book that provides data scientists and managers with best practices at the intersection of management, large language models (LLMs), machine learning, and data science. This groundbreaking book will change the way that you view the pipeline of data science. The authors provide an introduction to modern machine learning, showing you how it can be viewed as a holistic, end-to-end system--not just shiny new gadget in an otherwise unchanged operational structure. By adopting a data-centric view of the world, you can begin to see unstructured data and LLMs as the foundation upon which you can build countless applications and business solutions. This book explores a whole world of decision making that hasn't been codified yet, enabling you to forge the future using emerging best practices. Gain an understanding of the intersection between large language models and unstructured data Follow the process of building an LLM-powered application using a framework centered on machine learning Discover best practices for training, fine tuning, and evaluating LLMs Integrate LLM applications within larger systems, monitor their performance, and retrain them on new data This book is indispensable for data professionals and business leaders looking to understand LLMs and the entire data science pipeline.

Unlock unprecedented levels of value at your firm by implementing artificial intelligence In The Secrets of AI Value Creation: Practical Guide to Business Value Creation with Artificial Intelligence from Strategy to Execution, a team of recognized artificial intelligence (AI) commentators and consultants delivers a practical, hands-on guide to implementing AI in your firm. In the book, you'll explore critical value drivers and key capabilities that will determine the success or failure of your company's AI initiatives. The authors examine the subject from multiple perspectives, including business, technology, data, algorithmics, and psychology. Organized into four parts and fourteen insightful chapters, the book includes: Concrete examples and real-world case studies illustrating the practical impact of the ideas discussed within Best practices used and common challenges encountered when first incorporating AI into your company's operations A comprehensive framework you can use to navigate the complexities of AI implementation and value creationAn indispensable blueprint for artificial intelligence implementation at your organisation, The Secrets of AI Value Creation is a can't-miss resource for managers, executives, directors, entrepreneurs, founders, data analysts, and business- and tech-side professionals looking for ways to unlock new forms of value in their company.

If you haven't modernized your data cleaning and reporting processes in Microsoft Excel, you're missing out on big productivity gains. And if you're looking to conduct rigorous data analysis, more can be done in Excel than you think. This practical book serves as an introduction to the modern Excel suite of features along with other powerful tools for analytics. George Mount of Stringfest Analytics shows business analysts, data analysts, and business intelligence specialists how to make bigger gains right from your spreadsheets by using Excel's latest features. You'll learn how to build repeatable data cleaning workflows with Power Query, and design relational data models straight from your workbook with Power Pivot. You'll also explore other exciting new features for analytics, such as dynamic array functions, AI-powered insights, and Python integration. Learn how to build reports and analyses that were previously difficult or impossible to do in Excel. This book shows you how to: Build repeatable data cleaning processes for Excel with Power Query Create relational data models and analysis measures with Power Pivot Pull data quickly with dynamic arrays Use AI to uncover patterns and trends from inside Excel Integrate Python functionality with Excel for automated analysis and reporting

Dychmygwch Gymru lle mae'r holl gynnwys Cymraeg yn hawdd i'w ganfod ac yn haws byth i'w ddarllen. Cymru lle rydyn ni'n defnyddio gwasanaethau yn y Gymraeg a/neu'r Saesneg, heb feddwl ddwywaith am y peth. Digon posib bod llawer o'r cynnwys mae pobl yn ei weld yn y Gymraeg yn gywir. Ond, mae angen iddo fod yn haws i'w ddarllen - dyna mae pobl wedi'i ddweud wrth i ni baratoi'r llyfr hwn. Peth pobl yw iaith yn y bôn, ac mae angen rhoi pobl wrth galon yr holl gynnwys rydyn ni'n ei greu - yn ein dwy iaith ni.---Imagine a Wales in which all content in Cymraeg is easy to find and effortless to read. A Wales where people who can speak Welsh effortlessly navigate services in Welsh and/or English, without giving their language behaviour a second thought. In preparing this book, people have told us that although much Welsh language content they see may be accurate, their experience of content in Cymraeg needs to be easier. Language is fundamentally a people thing, and we need to put people at the heart of all the content we create - in both our languages.

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In the age of digital transformation, becoming overwhelmed by the sheer volume of potential data management, analytics, and AI solutions is common. Then it's all too easy to become distracted by glossy vendor marketing, and then chase the latest shiny tool, rather than focusing on building resilient, valuable platforms that will outperform the competition. This book aims to fix a glaring gap for data professionals: a comprehensive guide to the full Modern Data Stack that's rooted in real-world capabilities, not vendor hype. It is full of hard-earned advice on how to get maximum value from your investments through tangible insights, actionable strategies, and proven best practices. It comprehensively explains how the Modern Data Stack is truly utilized by today's data-driven companies. Mastering the Modern Data Stack: An Executive Guide to Unified Business Analytics is crafted for a diverse audience. It's for business and technology leaders who understand the importance and potential value of data, analytics, and AI-but don't quite see how it all fits together in the big picture. It's for enterprise architects and technology professionals looking for a primer on the data analytics domain, including definitions of essential components and their usage patterns. It's also for individuals early in their data analytics careers who wish to have a practical and jargon-free understanding of how all the gears and pulleys move behind the scenes in a Modern Data Stack to turn data into actual business value. Whether you're starting your data journey with modest resources, or implementing digital transformation in the cloud, you'll find that this isn't just another textbook on data tools or a mere overview of outdated systems. It's a powerful guide to efficient, modern data management and analytics, with a firm focus on emerging technologies such as data science, machine learning, and AI. If you want to gain a competitive advantage in today's fast-paced digital world, this TinyTechGuide¿ is for you. Remember, it's not the tech that's tiny, just the book!¿

Kom godt i gang med iPadOS 17Forestil dig en tid, hvor forestillingen om en enhed, der var slankere end en notesblok, men alligevel mere kraftfuld end de gamle stationære computere, virkede som en fjern drøm. Den drøm er nu en håndgribelig realitet med iPad.Indkapslet i iPad'ens slanke design er en chip, der er lige så mægtig som dem, man finder i større bærbare computere. Det er ikke en almindelig tablet; denne iPad er et dynamisk værktøj, der giver dig uovertruffen ydeevne lige ved hånden og gør det muligt at udføre opgaver, der engang virkede utænkelige på en så slank og let enhed.Uanset om du er ny i iPad-verdenen eller skifter fra en ældre model, er denne guide her for at hjælpe dig. Den er lavet til at navigere dig gennem de vigtigste elementer i iPadOS 17.På siderne kan du udforske funktioner som f.eks:MultitaskingWidgetsHurtig noteFaceTimeBeskederFokusMeddelelserSafariKortBillederOg meget mereEr du ivrig efter at udnytte det fulde potentiale i din nye iPad? Lad os dykke ned i det!Denne guide er ikke godkendt af Apple, Inc. og skal betragtes som uofficiel.

Aan de slag met iPadOS 16Stel je eens voor dat het idee van een apparaat dat slanker is dan een notitieblok en toch krachtiger dan de desktopcomputers van vroeger, een vergezochte droom leek. Die droom is nu werkelijkheid geworden met de iPad.In het slanke ontwerp van de iPad zit een chip die net zo machtig is als die in grotere laptops. Het is geen gewone tablet; deze iPad is een dynamische tool die ongeëvenaarde prestaties binnen handbereik brengt, waardoor je taken kunt uitvoeren die voorheen ondenkbaar leken op zo'n slank en licht apparaat.Of je nu nieuw bent in de wereld van iPads of overstapt van een ouder model, deze handleiding is er om je te helpen. Hij is gemaakt om je door de belangrijkste functies van iPadOS 16 te leiden.Op de pagina's vind je functies zoals:MultitaskingWidgetsSnelle opmerkingFaceTimeBerichtenFocusMeldingenSafariKaartenFoto'sEn nog veel meerWil je het volledige potentieel van je nieuwe iPad benutten? Laten we erin duiken!Deze gids wordt niet goedgekeurd door Apple Inc. en moet als onofficieel worden beschouwd.

Iniziare con iPadOS 16Immaginate un tempo in cui l'idea di un dispositivo più sottile di un blocco note, ma più potente dei computer desktop di un tempo, sembrava un sogno inverosimile. Quel sogno è ora una realtà tangibile con l'iPad.Nel design elegante dell'iPad è racchiuso un chip potente come quello dei computer portatili più grandi. Non si tratta di un tablet qualunque: l'iPad è uno strumento dinamico che offre prestazioni ineguagliabili, consentendo di svolgere compiti che un tempo sembravano impensabili su un dispositivo così sottile e leggero.Se siete nuovi nel mondo degli iPad o state passando da un modello precedente, questa guida è qui per aiutarvi. È stata realizzata per guidarvi attraverso gli elementi essenziali dell'iPadOS 16.All'interno delle sue pagine, potrete esplorare caratteristiche come:MultitaskingWidgetNota rapidaFaceTimeMessaggiFocusNotificheSafariMappeFotoE molto altro ancoraDesiderate sbloccare tutto il potenziale del vostro nuovo iPad? Immergiamoci!Questa guida non è approvata da Apple, Inc. e deve essere considerata non ufficiale.

Are you ready to unlock the full potential of YouTube and harness its power for your personal brand, business, or creative endeavors? Look no further than "Mastering YouTube," a definitive guide to conquering the ins and outs of YouTube marketing. With its comprehensive approach, this book takes you on a journey through the entire YouTube ecosystem, ensuring that you become a master of the platform.Chapter 1: Introduction to YouTube MarketingThe journey begins with an in-depth exploration of YouTube marketing, providing you with the foundational knowledge you need to thrive in the world of video content.Chapter 2: Creating a Winning YouTube ChannelDiscover the secrets to building a captivating YouTube channel that not only attracts viewers but keeps them coming back for more.Chapter 3: Crafting Engaging ContentLearn the art of crafting content that not only resonates with your audience but keeps them engaged from the very first second to the last.Chapter 4: Video Production and EditingMaster the technical side of YouTube content creation, ensuring your videos look and sound impeccable.Chapter 5: Search Engine Optimization (SEO) for YouTubeDelve into the world of YouTube SEO to ensure your videos are discoverable and rank high in search results.Chapter 6: Growing Your YouTube AudienceUnlock the strategies and tactics for organically growing your YouTube subscriber base, fostering a community around your content.Chapter 7: Monetizing Your YouTube ChannelLearn the various monetization options available to you, from ads and merchandise to sponsorships and memberships.Chapter 8: Analyzing Your YouTube PerformanceGain insights into your channel's performance and use data-driven decisions to drive growth and improvement.Chapter 9: Leveraging YouTube AdsDiscover how to utilize YouTube ads to further promote your content and expand your reach.Chapter 10: YouTube Marketing for BusinessesExplore how businesses can leverage YouTube to connect with their audience and achieve their marketing objectives.Chapter 11: YouTube Marketing Ethics and Best PracticesEnsure that your YouTube journey aligns with ethical standards and best practices to build a positive and responsible online presence.Chapter 12: Beyond YouTube - Integrating with Other PlatformsLearn how to integrate YouTube with other social media and online platforms to maximize your online presence.Chapter 13: Future Trends in YouTube MarketingStay ahead of the curve with insights into the latest trends shaping the future of YouTube marketing.In the end, "Mastering YouTube" isn't just a book; it's your key to conquering the world's largest video platform and harnessing its potential for your success. Whether you're an aspiring YouTuber, an established content creator, or a business seeking to expand your online presence, this book is your indispensable guide to mastering YouTube marketing. Start your journey today and unlock the vast opportunities that YouTube has to offer. Your YouTube success story begins here!

This book depicts the basics of python which is very useful for beginners and those who are all willing to learn and coding in python. Nowadays python plays a major role in the industrial and programming environment, and most industries need python programmers to develop many applications like web development, mobile app development, etc., This book definitely helps for the age group of 10 to anyone., Easy examples are given in each and every chapter that is very easy to understand for user needs.

In a world full of generative AI hoopla, it's easy to get lost in the maze of options and marketing hype. Don't get distracted by the vendor hype; instead, focus on building resilient, high-value platforms that will set you apart from the competition. The CIO's Guide to Adopting Generative AI: Five Keys to Success fills a critical knowledge gap for CIOs and business leaders by succinctly offering five success factors that need to be met before an organization can successfully incorporate generative AI.To unlock the transformative business value of generative AI, business leaders must: 1) identify enterprise use cases, 2) apply context to large language models (LLMs) using their organization's data, 3) take special precautions to ensure data security and privacy, 4) implement an artificial intelligence (AI) governance framework, and 5) build manageable AI applications for business users. This report provides the keys to unlocking the true potential of generative AI.Full of use cases and real-world applications, this report is designed for business leaders, tech professionals, and IT teams. We provide practical, jargon-free explanations of generative AI's transformative power.Gain a competitive edge in today's marketplace with The CIO's Guide to Adopting Generative AI: Five Keys to Success. Remember, it's not the tech that's tiny, it's the book!¿

The relationship between individuality and aggregation is an important topic in Complex Systems Science, as both aspects are facets of emergence. This problem has generally been addressed by adopting a classical individual- versus population-level approach, in which boundaries emerge in segregated communities. More specifically, boundaries delimiting and interconnecting aggregates are at play. It is, therefore, crucial to define the properties of complex systems correctly, such as generic agent-based models, with which to simulate communities situated in grid- and scale-free network environments. To do this, complexities may be resolved through simulation, modeling and analysis techniques, which help provide confidence regarding the behavior of such systems, especially of those operating in dynamic environments or under unexpected constraints. Moreover, modeling and simulation help reduce the risks and costs involved in the design and development of validation tests.

In the last few decades, the application of fractional calculus to real-world problems has grown rapidly, with dynamical systems described by fractional differential equations (FDEs) representing one of the ways by which to understand complex materials and processes. Due to the power required to model the non-locality, memory, spatial heterogeneity and anomalous diffusion inherent in many real-world problems, FDEs have attracted significant attention in many fields of science and are still under development. However, generally, fractional mathematical models from science and engineering are so complex that analytical solutions are not available. Therefore, the numerical solution is an effective tool in fractional mathematical models. This Special Issue presents the latest developments in fractional differential equations, reports the state-of-the-art numerical methods, and discusses the future trends and challenges.

Apply a step-by-step approach to develop your organization's global data privacy strategy. Data is everywhere. Organizations continuously use data in new ways, often generating cross-border data flows. At the same time, concern about the use of personal data is growing. Every year, more countries adopt data privacy laws and our expectations increase on how companies respect our private data. A data privacy strategy is no longer just about compliance-it is good business. A clear and effective data privacy program can build customer trust and strengthen a brand's reputation. We cover the art of crafting an effective data privacy strategy that aligns with business objectives and brand positioning yet ensures compliance with relevant laws. Gain a foundational understanding of data privacy issues as a prerequisite to developing a custom strategy. Use our review of the major legislations around the world to guide you in creating a data privacy strategy. Benefit from our insights on the relation between data privacy programs and a data strategy, an IT strategy, and risk management frameworks. Be able to apply methodologies to help you stay on track, such as Privacy by Design and data minimization. Incorporate the cultural and ethical considerations of data privacy across different countries where you may operate. Know how emerging privacy enhancing technologies (PETs) can be powerful tools in implementing your strategy, and pinpoint the intersection between data privacy and AI.The stakes for data privacy have never been higher and this book will help you up your game.

Wie wir alle wissen, reduziert der architektonische Rahmen von Software-defined Networking (SDN) die Arbeit von Netzwerkmanagern, indem die Datenebene von der Steuerungsebene getrennt wird. Dies erleichtert die Netzwerkimplementierung, indem es eine programmierbare Schnittstelle für die Anwendungsentwicklung in Bereichen wie dem Sicherheitsmanagement bereitstellt, und der zentralisierte logische Controller bietet eine bessere Kontrolle über das gesamte Netzwerk, das eine vollständige Netzwerksichtbarkeit aufweist. Es wird ein Mechanismus für die Implementierung einer Sicherheitslösung zur Erkennung und Abschwächung von verteilten Denial of Service (DDoS) auf der SDN-Kontrollebene vorgeschlagen. Der vorgeschlagene Ansatz basiert auf einer Früherkennungsstrategie, die auf den Standard abgestimmt ist und von Fachleuten in diesem Bereich als Leitfaden für die Implementierung solcher Sicherheitslösungen verwendet wird. Dieses Buch beschreibt einen Ansatz, der verwendet wurde, um die mit dem OpenFlow-Protokoll und seinem POX-Controller verbundenen Risiken zu identifizieren und abzuschwächen. Die Methodik wird durch die Durchführung von Aktivitäten in einem kontrollierten Simulationsszenario unter Verwendung des Mininet-Tools und des SDN-Controllers validiert. Die Ergebnisse des Erkennungsalgorithmus wurden in der Simulation beobachtet und dann in ein Netzwerk-Testbed implementiert.

Comme nous le savons tous, le cadre architectural des réseaux définis par logiciel (SDN) réduit le travail des gestionnaires de réseau en séparant le plan de données du plan de contrôle. Cela facilite le déploiement du réseau en fournissant une interface programmable pour le développement d'applications dans des domaines tels que la gestion de la sécurité, et le contrôleur logique centralisé offre un plus grand contrôle sur l'ensemble du réseau, qui dispose d'une visibilité complète du réseau. La conception d'un mécanisme de mise en ¿uvre d'une solution de sécurité pour la détection et l'atténuation des dénis de service distribués (DDoS) sur le plan de contrôle SDN est proposée. L'approche proposée sera basée sur une stratégie de détection précoce alignée sur la norme et utilisée par les professionnels du domaine comme guide pour la mise en ¿uvre de telles solutions de sécurité. Ce livre décrit une approche qui a été utilisée pour identifier et atténuer les risques associés au protocole OpenFlow et à son contrôleur POX. La méthodologie est validée par l'exécution d'activités dans un scénario de simulation contrôlé utilisant l'outil Mininet et le contrôleur SDN. Les résultats de l'algorithme de détection ont été observés par simulation, puis mis en ¿uvre dans un banc d'essai réseau.

Dans un monde progressivement numérisé, on peut se demander si l'humanité devra un jour être redéfinie. Si les processus chimiques, tels que les émotions, sont un jour compris par des "êtres numériques", l'humanité entrera probablement dans l'ère "Transisto-Sapiens". Dans ce projet, l'accent est mis sur l'identification des sentiments dans les textes. Extraits de Twitter, un média social permettant à sa communauté de répondre à la question : "qu'est-ce que tu fais ?" en 140 caractères, ces textes présentent généralement un manque de structure grammaticale. L'approche classique consistant à utiliser des outils tels qu'un analyseur de phrases ou un marqueur POS ne s'applique pas. En effet, comme le contenu informatif est faible, une politique de réduction des caractéristiques trop stricte aboutirait souvent à l'absence de texte. L'intérêt est donc d'évaluer la précision que l'on peut attendre d'un corpus non prétraité. En se concentrant uniquement sur les caractéristiques de surface, une métrique mesurant le contenu émotionnel d'un concept particulier est nécessaire. À la connaissance de l'auteur, aucune mesure n'a été prise jusqu'à présent. En utilisant WordNet combiné au modèle affectif de Plutchik, une métrique simple basée sur les arêtes a donc été conçue.

En un mundo cada vez más digitalizado, cabe preguntarse si algún día habrá que redefinir la Humanidad. Si los procesos químicos, como las emociones, son comprendidos algún día por "seres digitales", la Humanidad entraría probablemente en la era "Transisto-Sapiens". En este proyecto, la atención se centra en la identificación de sentimientos en textos. Extraídos de Twitter, un medio de comunicación social que permite a su comunidad responder a la pregunta "¿qué estás haciendo?" en 140 caracteres, estos textos suelen mostrar una falta de estructura gramatical. El enfoque clásico que considera herramientas como un analizador sintáctico de frases o un etiquetador POS no es aplicable. De hecho, al disponer de poco contenido informativo, una política de reducción de características demasiado estricta a menudo daría como resultado la ausencia total de texto. Por lo tanto, lo que interesa es evaluar la precisión que se puede esperar de un corpus no preprocesado en absoluto. Si nos centramos únicamente en los rasgos superficiales, se necesita una métrica que mida el contenido emocional de un concepto concreto. Que el autor sepa, no se ha hecho nada hasta ahora. A partir de WordNet y el modelo afectivo de Plutchik, se ha diseñado una métrica sencilla basada en los bordes.

Ce livre explore les adaptations génétiques des populations vivant dans des environnements de haute altitude et les maladies auxquelles elles sont confrontées. Le chercheur utilise l'exploration de texte et l'analyse de réseau pour identifier les réseaux de gènes responsables des maladies de haute altitude. L'auteur propose un algorithme d'apprentissage automatique appelé Random Forest pour prédire l'association miARN-maladie à l'aide de cinq modules : prétraitement, analyse des données, extraction des caractéristiques, réduction de la dimensionnalité et prédiction. La méthodologie est évaluée à l'aide de la précision, du rappel, de la mesure F et de l'exactitude. Cette recherche vise à améliorer l'identification des gènes pathologiques à partir de grandes quantités de données génétiques et à fournir un outil puissant pour le diagnostic, l'évolution et le traitement des maladies humaines.

Como todos sabemos, el marco arquitectónico de las redes definidas por software (SDN) reduce el trabajo de los gestores de red al separar el plano de datos del plano de control. Esto facilita el despliegue de la red al proporcionar una interfaz programable para el desarrollo de aplicaciones en áreas como la gestión de la seguridad, y el controlador lógico centralizado proporciona un mayor control sobre toda la red, que tiene una visibilidad completa de la red. Se propone el diseño de un mecanismo para implementar una solución de seguridad para detectar y mitigar la denegación de servicio distribuida (DDoS) en el plano de control SDN. El enfoque propuesto se basará en una estrategia de detección temprana alineada con el estándar y utilizada por los profesionales del sector como guía para implementar dichas soluciones de seguridad. Este libro describe un enfoque que se utilizó para identificar y mitigar los riesgos asociados con el protocolo OpenFlow y su controlador POX. La metodología se valida realizando actividades en un escenario de simulación controlado utilizando la herramienta Mininet y el controlador SDN. Los resultados del algoritmo de detección se observaron mediante simulación y luego se implementaron en un banco de pruebas de red.

Este libro explora las adaptaciones genéticas de las poblaciones que viven en entornos de gran altitud y las enfermedades a las que se enfrentan. El investigador utiliza la minería de textos y el análisis de redes para identificar las redes de genes responsables de las enfermedades de altitud. El autor propone un algoritmo de aprendizaje automático denominado Random Forest para predecir la asociación miARN-enfermedad utilizando cinco módulos: preprocesamiento, análisis de datos, extracción de características, reducción de dimensionalidad y predicción. La metodología se evalúa mediante precisión, recuperación, medida F y exactitud. El objetivo de esta investigación es mejorar la identificación de genes de enfermedades a partir de grandes cantidades de datos genéticos y proporcionar una potente herramienta para el diagnóstico, la evolución y el tratamiento de enfermedades humanas.

Este livro explora as adaptações genéticas das populações que vivem em ambientes de altitude elevada e as doenças que enfrentam. O investigador utiliza a extração de texto e a análise de redes para identificar as redes de genes responsáveis pelas doenças de altitude. O autor propõe um algoritmo de aprendizagem automática denominado Random Forest para prever a associação miRNA-doença utilizando cinco módulos: pré-processamento, análise de dados, extração de características, redução da dimensionalidade e previsão. A metodologia é avaliada com base na precisão, na recordação, na medida F e na exatidão. Esta investigação tem como objetivo melhorar a identificação de genes de doenças a partir de grandes quantidades de dados genéticos e fornecer uma ferramenta poderosa para diagnosticar, progredir e tratar doenças humanas.

V mire, postepenno perehodqschem na cifrowye tehnologii, mozhno sporit' o tom, potrebuetsq li odnazhdy peresmotret' opredelenie chelowechestwa. Esli himicheskie processy, takie kak ämocii, odnazhdy budut ponqtny "cifrowym suschestwam", to chelowechestwo, weroqtno, wstupit w äpohu "Transisto-Sapiens". V dannom proekte osnownoe wnimanie udelqetsq wyqwleniü chuwstw w textah. Texty izwlekaütsq iz Twitter - social'noj seti, pozwolqüschej swoemu soobschestwu otwechat' na wopros: "chto ty delaesh'?" za 140 simwolow, äti texty, kak prawilo, demonstriruüt otsutstwie grammaticheskoj struktury. Klassicheskij podhod s ispol'zowaniem takih instrumentow, kak sintaxicheskij razbor predlozheniq ili POS-tegger, zdes' neprimenim. Dejstwitel'no, poskol'ku informatiwnost' textow newelika, slishkom strogaq politika sokrascheniq priznakow chasto priwodit k tomu, chto text woobsche ne mozhet byt' najden. Poätomu interes predstawlqet ocenka tochnosti, kotoruü mozhno ozhidat' na korpuse, woobsche ne podwergawshemsq predwaritel'noj obrabotke. Orientiruqs' isklüchitel'no na powerhnostnye priznaki, neobhodimo najti metriku, izmerqüschuü ämocional'noe soderzhanie togo ili inogo ponqtiq. Naskol'ko izwestno awtoru, do sih por äto ne bylo sdelano. Ispol'zuq WordNet w sochetanii s affektiwnoj model'ü Plutchik, byla razrabotana prostaq metrika na osnowe kraew.