Machine Learning for Financial Risk Management with Python

Teddy is the king of the dump!Teddy and his dad are going to the dump. At the rural waste management center, Teddy helps to sort the recyclables, using a garbage claw to rescue a missorted bottle, chasing scrap paper and watching (and hearing!) the compactor at work. “Got to make it as small as possible,” Dad says as they watch forklifts and bulldozers moving garbage into piles that stretch as far as the eye can see, “because there’s soooo much.” Finally, it’s time to visit the “As Is” store, where Teddy is sad to be leaving his beloved ride-on dog toy. Teddy is too big for the toy now, but will he be able to part with it?A fun, thoughtful story about big machinery, recycling and learning to let go of the things we no longer need.Key Text Featuresdialogueillustrationsspeech bubblesCorrelates to the Common Core States Standards in English Language Arts:CCSS.ELA-LITERACY.RL.K.7With prompting and support, describe the relationship between illustrations and the story in which they appear

From the award-winning, market-leading Libby/Phillips author team comes a modern, relevant, and engaging textbook for today’s managerial accounting student. The text prepares students for success in business by incorporating key components that motivate and guide them through the course. It builds student interest by using recognizable companies like Starbucks and Apple and shows how managers use accounting information to make decisions in these companies. It helps students become better problem-solvers, using a robust end of chapter practice content and uses interactive technology to enhance student learning. Whitecotton/Libby/Phillips Managerial Accounting brings lively and engaging coverage of managerial accounting topics and decision-making focus to the managerial accounting course and pairs perfectly with Phillips/Clor-Proell/Libby/Libby Fundamentals of Financial Accounting, to provide a truly comprehensive solution to your introductory students.

Infant formula is a primary or supplementary source of nutrition for many infants in the U.S. Consequently, disruptions to the supply of infant formula can have a severe impact on infants' health and well-being. In late 2021 and early 2022, a recall of specific infant formula products, followed by a pause in production, resulted in a widespread, national shortage. The incident demonstrated that additional risk management planning is needed to protect infants from the consequences of potential future supply chain disruptions. In 2023, the U.S. Food and Drug Administration contracted with the National Academies to convene an expert committee to examine and report on challenges in supply, market competition, and regulation of infant formula. The resulting consensus study report explains policy and marketplace vulnerabilities that were exposed during the shortage, describes the extent to which actions taken by relevant stakeholders addressed these vulnerabilities, identifies remaining gaps

Models and Applications of Tourists' Travel Behavior provides an overview of all possible approaches to modeling tourists' travel behavior, helping readers decide which theoretical approach should be chosen depending on the available type of data. It focuses on the connection between traditional travel behavior theories and tourist studies and introduces specific tourist contexts in travel demand modelling. It goes beyond the theoretical background of tourist travel behavior modeling and offers a practical understanding for choosing the right model and sourcing the right data. The book begins with the role of transport in tourist' travel behavior, then employs a literature review to establish the necessary background on the topic. It then goes on to describe theoretical approaches, descriptive approaches, and statistical approaches for modelling. It discusses choice models based on both Stated Preference Data and Revealed Preference Data. It concludes with chapters on machine learning

A fun, friendly picture book about recycling and rubbish – perfect for children aged 3-6.From Holly’s lorry to Stan’s metal-can machine, discover all the busy people, vehicles and machines needed to recycle and dispose of our rubbish – and find out how we can all reuse our things more to make it . . . not-for-the-bin day!With stylish, contemporary artwork from Klas Fahlén and gentle narrative text by Polly Faber, this gorgeous picture book introduces all the people, processes and vehicles involved in recycling paper, glass, plastic, food and more.*Bonus non-fiction material includes three pages of fully illustrated tips on how young readers can reduce, reuse and recycle*Fact-checked by Dr Margaret Bates, Professor of Sustainable Waste Management at the University of Northampton*The ideal book for climate-conscious parents wanting to empower and educate*Printed using vegetable inks and high-quality, sustainable paper

Pete the Cat helps the Wright brothers build their first flying machine in this historical fiction Level 1 I Can Read from New York Times bestselling creators Kimberly and James Dean. When Pete the Cat learns that the Wright brothers' flying machine can’t fly without the wind, he has an idea. What if it didn’t need wind to fly? Together, the cats invent the perfect solution. Pete may even get the chance to fly! This early reader includes an author’s note about the real life Wright brothers and the true story of the first flight. Find out in this Level 1 I Can Read book complete with original illustrations from the creators of Pete the Cat, Kimberly and James Dean. Pete the Cat and the Wright Brothers is perfect for children learning to sound out words and sentences. Whether shared at home or in a classroom, the short sentences, familiar words, and simple concepts of Level One books support success for children eager to start reading on their own.

The synergy between Artificial Intelligence (AI) and the Internet of Things (IoT) is shaping the future of technology and opening a world of unprecedented possibilities. Artificial Intelligence of Things (AIoT): Current and Future Trends brings together researchers and developers from a wide range of domains to share with readers their ideas about how to implement technical advances, application areas for intelligent systems, and development of new services and smart devices connected to the Internet through a variety of wireless technologies. Parallel to this, new capabilities such as pervasive sensing, multimedia sensing, machine learning, deep learning, and computing power are opening the way to new domains, services, and business models beyond the traditional mobile Internet. These new areas in turn come with various requirements in terms of reliability, quality of service, and energy efficiency. In Artificial Intelligence of Things readers learn about the challenges and requiremen

Optimize your life using science-backed advice and discover how to get your brain working at peak efficiency.A FINANCIAL TIMES must-read business book of the month.A NEXT BIG IDEA CLUB must read book for September. We all know how to nudge our brains to perform better. A strong cup of coffee helps us get through a dull meeting, and a brisk walk helps us think more clearly. But what if some nudges could optimise how we focus, create and process information even more effectively, to take mental performance to new heights? Today, most office workers are expected to operate with industrial-era efficiency. Yet the work that matters most in our technology-dominated workplace – generating brilliant ideas, solving complex problems, and learning – can’t be manufactured like outputs on an assembly line. Instead, we need a new, HYPEREFFICIENT way of working: rather than imposing the rhythms of work on our brains, Dr. Mithu Storoni proposes we impose the rhythm of our brains o

A FINANCIAL TIMES must-read business book of the month.A NEXT BIG IDEA CLUB must read book for September.‘If you can’t concentrate, need inspiration or are just mentally fatigued, Dr Mithu Storoni is on hand to help . . . a scientist’s guide to smarter, healthier living.’ – The Sunday TimesOptimise your life using science-backed advice and discover how to get your brain working at peak efficiency.We all know how to nudge our brains to perform better. A strong cup of coffee helps us get through a dull meeting, and a brisk walk helps us think more clearly. But what if some nudges could optimise how we focus, create and process information even more effectively, to take mental performance to new heights?Today, most office workers are expected to operate with industrial-era efficiency. Yet the work that matters most in our technology-dominated workplace – generating brilliant ideas, solving complex problems and learning – can’t be manufactured like outputs on an assembly line. Instead, we

Due to the growing importance of global interdependencies, Corporate Social Responsibility has become an important issue both for the business and the entire society. Customers expect corporate social responsibility, and if an organization is insensitive to these issues, it runs the risk of losing its key customers. The interaction and integration of corporate social responsibility and supply chain management have led to the emergence of sustainable supply chain management. This book is a comprehensive study that deals with the subject of collaboration with suppliers, considering the CSR guidelines. It presents new research about suppliers, their importance in supply chains, and in the context of social responsibility and acts as a new source of content that fills the gap in this area. It may be of interest to researchers interested in CSR as well as supply chains, business relations and, broadly understood, collaboration. It provides knowledge to many recipients including scientists

Filled with stunning images and in-depth information on both common and rare ophthalmic diseases and disorders, Kanski's Clinical Ophthalmology: A Systematic Approach, 10th Edition, is both a foundational knowledge source for trainees and a valuable reference for experienced practitioners. Dr. John Salmon, from the university of Oxford, has meticulously revised this classic text, retaining Dr. Kanski's highly effective format of succinct text and visually dynamic presentation. Extremely well organized and comprehensive in scope, it provides authoritative, focused guidance on diagnosis and management, facilitating quick comprehension to enhance learning, aid exam preparation, and guide clinical practice.Uses targeted text, bulleted lists, tables and visual aids to highlight salient points across all ophthalmology subspecialties.Features more than 2,800 high-quality illustrations, including over 2,000 images depicting both common and rare conditions, with arrows to show the exact patholo

Available in paperback! A young chapter book series starter about a chicken who loves math, science, and learning new things--by New York Times bestselling author Nancy Krulik. Perfect for fans of Unlimited Squirrels and Bumble and Bee. Chirpy is a young chicken stuck in the family coop. But she's not like the other chickens who just sit around peck peck pecking all day. She's intrigued by the children who come home from a place called school. They always look so happy! (Well, most days.) So Chirpy sneaks onto the bus one morning, hides in the classroom . . . and discovers a true love of math. When she shares what she's learned with the other chickens, they think she's one kernel short of a cob. Even so, Chirpy is determined to find a formula for fowl success by pecking away. But when a hungry fox tries to attack the coop, can she find the equation for a simple solution? With lively two-color art throughout, plus a fun hands-on simple machine activity, this eggs-ellent young chapter bo

Harley Hitch returns for an airborne adventure in this highly illustrated fiction series about a determined young inventor from award-winning author Vashti Hardy. The Aviation Parade is coming to Forgetown this summer, and Harley has her sights set on creating a flying machine that will really stand out: a robot hippogriff! And if the creature impresses Cosmo's mum enough, surely Cosmo will be able to keep it as a pet? But Harley wants the flying machine to be a surprise for everyone. She soon finds that keeping secrets leads to tricky explanations and lots of trouble - especially when REAL hippogriffs arrive and cause chaos! Join Harley, her robot dog Sprocket and best friend Cosmo for problem-solving adventures and mysteries in a world where science rules and technology grows in the forest! A rollicking adventure that celebrates STEM learning! Highly illustrated with lively, humourous illustrations by George Ermos.Vashti Hardy is an award-winning author of children's books. Her novel

Discover two sides of history with the Time Travel Twins!Twins, Scarlett and Thomas, are learning about the Romans at school. So Grandad uses his time machine to send them back to Roman Britain.Scarlett finds herself in a Roman camp and is chosen as a slave by the Emperor Claudius’s daughter, Antonia. The two become friends and Scarlett sees first hand the glamour and treachery of the Roman court.Thomas joins a rabble of local kids who hate the Romans. Their leader is a small red-headed girl called Boudicca. Even when the kids are overwhelmed and taken as slaves, Bou hatches another plan to attack the Romans.Will the twins find each other and escape, or will they both be stuck as Roman slaves for ever?

Together with its companion volume, Petty’s Principles of Musculoskeletal Treatment and Management, this invaluable book provides a comprehensive overview of all aspects of musculoskeletal practice for undergraduate physiotherapy students. This volume will help you competently examine and assess patients with a variety of issues. Each region is covered in detail, including muscles, nerves and joints.It offers an up-to-date, person-centred approach, based on clinical reasoning and latest evidence, with numerous learning aids, case studies and illustrations to help you apply theory to practice. Petty's Musculoskeletal Examination and Assessment is edited by leading experts Dionne Ryder and Kieran Barnard, with contributions by highly regarding physiotherapists from across the country, making this set a must-have for all students of physiotherapy. Petty’s set follows the patient journey from assessment right through to treatment and managementEach chapter is written by leading physiothera

OverviewGain a contemporary, science-based view of psychopathology that emphasizes the individual first with Kearney’s ABNORMAL PSYCHOLOGY AND LIFE: A DIMENSIONAL APPROACH, 4E. This updated edition features interesting clinical cases and real first-person narratives that help you view abnormal behavior along a continuum. You learn how to place the behavior of an individual at the forefront of clinical definition, assessment and treatment. This edition also gives you an understanding of the features and epidemiologies, risk factors and prevention, assessment and treatment, and long-term prognosis and associated stigma of mental disorders. Special sections specifically designed for college students highlight ideas for anyone experiencing symptoms of mental disorders. Other consumer-based material emphasizes how this content assists you in becoming an intelligent consumer of mental health information. MindTap digital resources are also available to reinforce your understanding.What's NewU

An empirical study and analysis of heart disease prediction involves using data analysis techniques to identify patterns and risk factors associated with cardiovascular disease. This approach utilizes machine learning algorithms to classify patients based on their likelihood of developing heart disease.The study involves collecting data on risk factors such as age, gender, family history, blood pressure, cholesterol levels, smoking, and diabetes. Feature selection techniques are used to identify the most important risk factors, and a classification model is trained using these factors. The accuracy of the model is evaluated using metrics such as sensitivity, specificity, and AUC.This empirical study and analysis has several advantages, including the ability to identify new risk factors associated with heart disease, improved accuracy in predicting cardiovascular risk, and the potential to develop more personalized prevention and treatment strategies. This approach has the potential to

Master today's most essential topics in financial and managerial accounting today using the unique Integrated Financial Statement Framework in Warren/Farmer/Jones�s SURVEY OF ACCOUNTING, 10E. Written specifically for readers who have no prior knowledge of accounting, this edition's focuses only on topics that are essential to the understanding of accounting as a manager or professional. The book's distinctive framework illustrates the impact of transactions on financial statements without the use of debits and credits. The authors also incorporate Metric Analyses that connect transactions and management decisions to financial condition and performance metrics used by businesses. New coverage addresses the use of data analytics and changes in retail operations. Updated and streamlined content throughout this edition integrates seamlessly with CNOWv2�s online homework platform. CNOWv2 offers a variety of learning activities and helpful videos to maximize your understanding

With the advent of the Al era, professionals need to select the right tools to meet new opportunities and challenges! This instructional material focuses on the application of big data analysis, text mining, and machine learning in auditing to assist readers in understanding the latest developments in data analysis and smart audit.JCAATs is a new generation audit software developed by Python, which can be executed in a Windows and MAC operation systems with a multi-language, visual, and easy-to-use interface. Non-IT professionals can easily conduct smart data analysis. Through JCAATs' built-in data fusion technology and OPEN DATA connector, heterogeneous data can be quickly analyzed in real-time and effectively identifying anomalies. The features of this book include:The book is structured to provide a progressive learning experience, with chapters covering different concepts and applications, as well as exercises and practice questions. The official textbook endorsed by ICAEA

This is the second volume in the Create, Protect, and Deliver Digital Business Value series. It provides practitioners with detailed guidance on creating a NIST Cybersecurity Framework risk management program using NIST Special Publication 800-53, the DVMS Institute's CPD Model, and existing digital business systems. The outcome is a cyber risk management program and culture fit for use, auditable for purpose, and aligned with global cybersecurity frameworks, standards, and regulations. The key takeaway from this book is that securing digital business value is something every employee is responsible for doing every day. Cybersecurity is an intrinsic aspect of securing that value and must be factored into an organization's digital strategy and culture. A culture of cybersecurity starts at the top of an organization and is translated into strategic policies and training programs which are designed to embed that culture across the whole enterprise and its supply chain. The material in thi

Cash is Queen breaks down the basics of how young women of today can learn to understand and manage money - an empowering skill that will last them a lifetime.The world’s first money book written exclusively for girls, Cash is Queen is designed to deliver the sophistication, practicality and fun guaranteed to appeal to today’s young woman.Study after study shows that women are far happier discussing virtually anything else but bank balances, and this lack of confidence in openly discussing money matters is crippling the female population financially. Women negotiate less in salary discussions, are excessively cautious and risk averse when it comes to investing and lack the general awareness around how to optimise retirement savings to guarantee a comfortable retirement.With clear explanations and empowering text by experienced financial expert Davinia Tomlinson, you'll learn that establishing a positive relationship with money as an adult must be cultivated in childhood.Cash Is Queen e

Motherhood is stressful, but international award-winning speaker and worry management expert Denise Marek is here to tell you that you can stress less by learning to worry wisely! With her proven CALM method, a four-step process that has helped many individuals and organizations around the world connect with their inner peace, overcome their fears, and take the risks that are essential for success, mothers can tackle the stress of parenting. Whether you suffer from chronic worry about finances, family difficulties, your children’s happiness, or even your teen getting home late, the CALM process can teach you how to handle it all.The process is simple:Challenge negative assumptions that create unnecessary worry.Act on your worry to overcome fears and reduce the physical and emotional effects of stress.Let go of worries beyond your control and upsetting feelings like mom-guilt, mom-shaming, and fear.Master your mind and guard against negative thinking by planting new, positive thoughts.W

這本書帶領讀者重新思考人工智慧的背後代價。不只是程式與演算法，AI的運作牽涉到龐大的自然資源、人力勞動與個人資料。作者凱特・克勞佛以十多年研究為基礎，揭示AI如何重新分配權力、加劇不平等，並對民主與環境造成深遠影響，是一部兼具深度與警示意義的作品。The hidden costs of artificial intelligence—from natural resources and labor to privacy, equality, and freedom“This study argues that [artificial intelligence] is neither artificial nor particularly intelligent. . . . A fascinating history of the data on which machine-learning systems are trained.”—New Yorker“A valuable corrective to much of the hype surrounding AI and a useful instruction manual for the future.”—John Thornhill, Financial Times“It’s a masterpiece, and I haven’t been able to stop thinking about it.”—Karen Hao, senior editor, MIT Tech ReviewWhat happens when artificial intelligence saturates political life and depletes the planet? How is AI shaping our understanding of ourselves and our societies? Drawing on more than a decade of research, award‑winning scholar Kate Crawford reveals how AI is a technology of extraction: from the minerals drawn from

Offering a new perspective, this textbook demystifies the operation of electric machines by providing an integrated understanding of electromagnetic fields, electric circuits, numerical analysis, and computer programming. It presents fundamental concepts in a rigorous manner, emphasising underlying physical modelling assumptions and limitations, and provides detailed explanations of how to implement the finite element method to explore these concepts using Python. It includes explanations of the conversion of concepts into algorithms, and algorithms into code, and examples building in complexity, from simple linear-motion electromagnets to rotating machines. Over 100 theoretical and computational end-of-chapter exercises test understanding, with solutions for instructors and downloadable Python code available online. Ideal for graduates and senior undergraduates studying electric machines, electric machine design and control, and power electronic converters and power systems engineerin

As global governments and regulators set an agenda for net zero carbon emissions, the focus on Environmental, Social and Governance (ESG) criteria among investors, from pension scheme members to institutions, is on the rise. The ESG Investing Handbook is an indispensable guide to the history, developments and latest thinking into the future of ESG investing from some of the most influential names in the business. Featuring interviews with: Mark Campanale, Founder & Executive Chairman of Carbon Tracker, Richard Curtis, Film Director/Make My Money Matter, Andrew Cave, Head of Governance & Sustainability, Baillie Gifford, Lisa Beauvilain, Director, Impax Asset Management, Alex Edmans, Professor of Finance, London Business School, Keith Davies, Chief Risk & Compliance Officer at Federated Hermes - International, Amy Clarke, CEO, Tribe Impact Capital, Bruce Davis, co-founder, Abundance Investment. Expert Editor, Becky O'Connor covers the big questions and key themes, such as the

In response to the economic impact of the COVID-19 pandemic, the U.S. Federal Reserve and central banks worldwide have deployed tools that past policymakers and economists might have considered radical. Programs like large-scale securities purchases and a new policy framework remain a source of confusion for investors, journalists, and ordinary citizens alike.Twenty-First Century Monetary Policy demystifies these opaque techniques to reveal how economic ideas, historical events, and political forces have transformed the Fed's policies over several decades. From the stagflation of the 1970s to the Great Recession and the recent pandemic, Ben S. Bernanke masterfully examines how the Fed's policies--and the institution itself--may change as it grapples with persistently low interest rates, systemic financial risk, rapid technological change, and polarized politics. With unparalleled depth of expertise and robust historical sweep, Twenty-First Century Monetary Policy is a must-read for any

Providing a concise and accessible overview of the design, implementation and management of medical software, this textbook will equip students with a solid understanding of critical considerations for both standalone medical software (software as a medical device/SaMD) and software that is integrated into hardware devices. It includes: practical discussion of key regulatory documents and industry standards, and how these translate into concrete considerations for medical software design; detailed coverage of the medical software lifecycle process ; accessible introduction to quality and risk management systems in the context of medical software; succinct coverage of essential topics in data science, machine learning, statistics, cybersecurity, software engineering and healthcare bring readers up-to-speed; six cautionary real-world case studies illustrate the dangers of improper or careless software processes. Accompanied by online resources for instructors, this is the ideal introduct

This text provides deep and comprehensive coverage of the mathematical background for data science, including machine learning, optimal recovery, compressed sensing, optimization, and neural networks. In the past few decades, heuristic methods adopted by big tech companies have complemented existing scientific disciplines to form the new field of Data Science. This text embarks the readers on an engaging itinerary through the theory supporting the field. Altogether, twenty-seven lecture-length chapters with exercises provide all the details necessary for a solid understanding of key topics in data science. While the book covers standard material on machine learning and optimization, it also includes distinctive presentations of topics such as reproducing kernel Hilbert spaces, spectral clustering, optimal recovery, compressed sensing, group testing, and applications of semidefinite programming. Students and data scientists with less mathematical background will appreciate the appendice

A comprehensive update of the leading algorithms text, with new material on matchings in bipartite graphs, online algorithms, machine learning, and other topics. Some books on algorithms are rigorous but incomplete; others cover masses of material but lack rigor. Introduction to Algorithms uniquely combines rigor and comprehensiveness. It covers a broad range of algorithms in depth, yet makes their design and analysis accessible to all levels of readers, with self-contained chapters and algorithms in pseudocode. Since the publication of the first edition, Introduction to Algorithms has become the leading algorithms text in universities worldwide as well as the standard reference for professionals. This fourth edition has been updated throughout. New for the fourth edition New chapters on matchings in bipartite graphs, online algorithms, and machine learningNew material on topics including solving recurrence equations, hash tables, potential functions, and suffix arrays140 new exerc

The dramatic increase in computer performance has been extraordinary, but not for all computations: it has key limits and structure. Software architects, developers, and even data scientists need to understand how exploit the fundamental structure of computer performance to harness it for future applications. Ideal for upper level undergraduates, Computer Architecture for Scientists covers four key pillars of computer performance and imparts a high-level basis for reasoning with and understanding these concepts: Small is fast – how size scaling drives performance; Implicit parallelism – how a sequential program can be executed faster with parallelism; Dynamic locality – skirting physical limits, by arranging data in a smaller space; Parallelism – increasing performance with teams of workers. These principles and models provide approachable high-level insights and quantitative modelling without distracting low-level detail. Finally, the text covers the GPU and machine-learning accelerat

What happens to risk as the economic horizon goes to zero and risk is seen as an exposure to a change in state that may occur instantaneously at any time? All activities that have been undertaken statically at a fixed finite horizon can now be reconsidered dynamically at a zero time horizon, with arrival rates at the core of the modeling. This book, aimed at practitioners and researchers in financial risk, delivers the theoretical framework and various applications of the newly established dynamic conic finance theory. The result is a nonlinear non-Gaussian valuation framework for risk management in finance. Risk-free assets disappear and low risk portfolios must pay for their risk reduction with negative expected returns. Hedges may be constructed to enhance value by exploiting risk interactions. Dynamic trading mechanisms are synthesized by machine learning algorithms. Optimal exposures are designed for option positioning simultaneously across all strikes and maturities.

Marketing and sales prioritize AI and machine learning more than any other business department, yet often struggle with how to scale and strategize the opportunities it presents.AI Strategy for Sales and Marketing presents a framework for understanding how AI can boost customer-centricity and sales by creating a connected strategy that delivers value today and into the future. Supported by practical tips and advice throughout, it covers topics including personalization, upskilling, customer experience for both on and offline shopping channels and the importance of using AI responsibly to create consumer trust. Featuring original research and interviews with leading practitioners, it also contains global case studies from organizations in a range of sectors, including Samsung, LinkedIn, PwC, Rolls Royce and Hilton, with insights into the various stages of their adoption journeys. Written by a recognized industry expert, it is an invaluable resource for those wanting to benefit from usin

Marketing and sales prioritize AI and machine learning more than any other business department, yet often struggle with how to scale and strategize the opportunities it presents.AI Strategy for Sales and Marketing presents a framework for understanding how AI can boost customer-centricity and sales by creating a connected strategy that delivers value today and into the future. Supported by practical tips and advice throughout, it covers topics including personalization, upskilling, customer experience for both on and offline shopping channels and the importance of using AI responsibly to create consumer trust. Featuring original research and interviews with leading practitioners, it also contains global case studies from organizations in a range of sectors, including Samsung, LinkedIn, PwC, Rolls Royce and Hilton, with insights into the various stages of their adoption journeys. Written by a recognized industry expert, it is an invaluable resource for those wanting to benefit from usin

During the 1820s, British society saw transformations in technology, mobility, and consumerism that accelerated the spread of information. This timely study reveals how bestselling literature, popular theatre, and periodical journalism self-consciously experimented with new media. It presents an age preoccupied with improvisation and speculation – a mode of behaviour that dominated financial and literary markets, generating reflections on risk, agency, and the importance of public opinion. Print and Performance in the 1820s interprets a rich constellation of fictional texts and theatrical productions that gained popularity among middle-class metropolitan audiences through experiments with intersecting fantasy worlds and acutely described real worlds. Providing new contexts for figures such as Byron and Scott, and recovering the work of lesser-known contemporaries including Charles Mathews' character impersonations and the performances of celebrity improvvisatore Tommaso Sgricci, Angela

Artificial Intelligence-Aided Materials Design: AI-Algorithms and Case Studies on Alloys and Metallurgical Processes describes the application of artificial intelligence (AI)/machine learning (ML) concepts to develop predictive models that can be used to design alloy materials, including magnetic alloys, nickel-base superalloys, titanium-base alloys, and aluminum-base alloys. Readers new to AI/ML algorithms can use this book as a starting point and use the included MATLAB and Python implementation of AI/ML algorithms through included case studies. Experienced AI/ML researchers who want to try new algorithms can use this book and study the case studies for reference. Offers advantages and limitations of several AI concepts and their proper implementation in various data types generated through experiments and computer simulations and from industries in different file formats Helps readers develop predictive models through AI/ML algorithms by writing their own computer code or usin

林佳龍 學歷： 耶魯大學政治學博士 經歷： 聯合國大學高等研究所訪問學者 國立中正大學政治學系助理教授 國安會諮詢委員 行政院新聞局長 總統府副祕書長 立法委員 台中市長 交通部長 現職： 中華民國無任所大使 財團法人台灣智庫、大肚山產業創新基金會、光合基金會、青年基金會共同創辦人 主要著作： 奔海：台灣智庫二十年（2021，總策劃） 李登輝學與學李登輝：民主台灣的時代精神、歷史意識與政治領導（2021，總策劃） 交通彩繪家：林佳龍與人本交通的創新治理（2021，增修版） 城市裁縫師：改變臺中的15個關鍵決策（2018年，編著） 零與無限大：許文龍360度人生哲學（2018，修訂版） 以民為本的創造性財政（2014，主編） 打破悶經濟：新區域主義的動力學（2013，編著） 未來中國：退化的極權主義（2004，編著） 洪振義 學歷： 東京大學農業暨資源經濟學博士 經歷： 日本早稻田大學台灣研究所東亞區域研究團隊 台灣綜合研究院研究顧問 現職： 朝陽科技大學財務金融系副教授 主要著作： “Rebound effect with energy efficiency determinants: a two-stage,” Sustainable Production and Consumption (SSCI). “Taiwanese Consumers’ Willingness to Pay for Broiler Welfare Improvement,” Animals (SCI-E). “On Measuring the Effects of Fiscal Policy in Global Financial Crisis: Evidences from an Export-oriented Island Economy,” Economic Modelling (SSCI). “An Industry-related Spillover Analysis of the impact of Chinese tourists on the Taiwanese economy,” Tourism Management (SSCI). “Effects of unusual R&D expenditures on stock returns-evide