With their weird combination of animal limbs, or distorted visions of human perception, beasts and creatures can be found in all myths and legends of the world, often used to demonstrate moral or fabulistic stories, and explain extreme natural phenomena. An ideal companion to Gods & Monsters Myths & Tales, this new collection includes more of the most famous and recognizable beasts, with some insight too into the rare and the little known: the Simurgh - the gigantic mythical bird of Persian mythology and literature - mingles with the monstrous Great Head of Iroquois folklore; the Kraken of originally Scandinvavian legend can be found alongside North America's Bigfoot, or Sasquatch if you prefer. Of course, from the Greek and Celtic mythologies come the Phoenix, Scylla and Charybdis, the Unicorn, Satyrs and Fauns, Centaurs and Minotaurs, the Basilisk and the Griffin. And let's not forget the goblins of the Norse, the ogreish monsters of Japanese mythology, the Oni, and the nymphs, fairies and sprites that appear in many different mythological traditions. This truly is a wonderful collection of tales. The Flame Tree Gothic Fantasy, Classic Stories and Epic Tales collections bring together the entire range of myth, folklore and modern short fiction. Highlighting the roots of suspense, supernatural, science fiction and mystery stories the books in Flame Tree Collections series are beautifully presented, perfect as a gift and offer a lifetime of reading pleasure.

Popular TikTok cooks from around the world share 70 delicious recipes for the best dishes shared on TikTok and the new viral dishes you need to know about.

The biggest and best global TikTok stars have come together to bring you the first official TikTok cookbook featuring both viral and BRAND NEW recipes from the community's best-loved food creators.

The world's most popular TikTok talents share tried-and-tested #simplerecipes for the hottest dishes, from THE GOOIEST #mugcakes to THE MOST DELICIOUS #fetapasta to THE BEST #bakedoats. Scan the QR codes on each page to go straight to the creator's TikTok page!

Discover the exciting new recipes predicted to be THE next viral trends - find them here first!

Get up-to-speed with Microsoft's AI Platform. Learn to innovate and accelerate with open and powerful tools and services that bring artificial intelligence to every data scientist and developer. Artificial Intelligence (AI) is the new normal. Innovations in deep learning algorithms and hardware are happening at a rapid pace. It is no longer a question of should I build AI into my business, but more about where do I begin and how do I get started with AI? Written by expert data scientists at Microsoft, Deep Learning with the Microsoft AI Platform helps you with the how-to of doing deep learning on Azure and leveraging deep learning to create innovative and intelligent solutions. Benefit from guidance on where to begin your AI adventure, and learn how the cloud provides you with all the tools, infrastructure, and services you need to do AI. What You'll Learn Become familiar with the tools, infrastructure, and services available for deep learning on Microsoft Azure such as Azure Machine Learning services and Batch AI Use pre-built AI capabilities (Computer Vision, OCR, gender, emotion, landmark detection, and more) Understand the common deep learning models, including convolutional neural networks (CNNs), recurrent neural networks (RNNs), generative adversarial networks (GANs) with sample code and understand how the field is evolving Discover the options for training and operationalizing deep learning models on Azure Who This Book Is For Professional data scientists who are interested in learning more about deep learning and how to use the Microsoft AI platform. Some experience with Python is helpful.

This book constitutes the refereed proceedings of the 37th International Conference on Conceptual Modeling, ER 2018, held in XI'an, China, in October 2018. The 30 full and 13 short papers presented together with 3 keynotes were carefully reviewed and selected from 151 submissions. This events covers a wide range of following topics: Conceptual modeling studies, ontological modeling, semi-structured data modeling, process modeling and management, spatio-temporal modeling, cloud-based modeling, schema and view modeling,languages and models, NoSQL modeling, conceptual modeling for machine learning and reasoning, applications of conceptual modeling.

This book explores, in a series of detailed case studies, how public policy is actually made in Qatar. While Qatar is a Gulf monarchy, its governance is complex. Other analysts have tried to come to grips with this complexity using qualified descriptions of the system such as 'late rentier,' 'pluralized autocracy,' 'tribal democracy,' or 'soft authoritarian.' The authors of the volume use the lens of a transformative state. Qatar is deliberately engaged in a rapid process of radical economic and societal transformation. That process has its contradictions and tensions, particularly with regards to achieving a balance between Islam, social traditions, and modernity. This book explores how it also has a specific policy dynamic of generating ideas and institutions, developing policy and program designs, implementation and coordination.

Predictive Analytics with Microsoft Azure Machine Learning, Second Edition is a practical tutorial introduction to the field of data science and machine learning, with a focus on building and deploying predictive models. The book provides a thorough overview of the Microsoft Azure Machine Learning service released for general availability on February 18th, 2015 with practical guidance for building recommenders, propensity models, and churn and predictive maintenance models. The authors use task oriented descriptions and concrete end-to-end examples to ensure that the reader can immediately begin using this new service. The book describes all aspects of the service from data ingress to applying machine learning, evaluating the models, and deploying them as web services. Learn how you can quickly build and deploy sophisticated predictive models with the new Azure Machine Learning from Microsoft. What's New in the Second Edition? Five new chapters have been added with practical detailed coverage of: Python Integration - a new feature announced February 2015 Data preparation and feature selection Data visualization with Power BI Recommendation engines Selling your models on Azure Marketplace

Is China always defensive about its sovereignty issues? Does China see sovereignty essentially as 'absolute, ' 'Victorian, ' or 'Westphalian?' Sow Keat Tok suggests that Beijing has a more nuanced and flexible policy towards 'sovereignty' than previously assumed. By comparing China's changing policy towards Taiwan and Hong Kong, the author relates the role of previous conceptions of the world order in China's conception of modern 'sovereignty', thereby uncovers Beijing's deepest concern when dealing with its sovereignty issues.

Is China always defensive about its sovereignty issues? Does China see sovereignty essentially as 'absolute,' 'Victorian,' or 'Westphalian?' Sow Keat Tok suggests that Beijing has a more nuanced and flexible policy towards 'sovereignty' than previously assumed. By comparing China's changing policy towards Taiwan and Hong Kong, the author relates the role of previous conceptions of the world order in China's conception of modern 'sovereignty', thereby uncovers Beijing's deepest concern when dealing with its sovereignty issues.

Semistructured Database Design provides an essential reference for anyone interested in the effective management of semsistructured data. Since many new and advanced web applications consume a huge amount of such data, there is a growing need to properly design efficient databases.

This volume responds to that need by describing a semantically rich data model for semistructured data, called Object-Relationship-Attribute model for Semistructured data (ORA-SS). Focusing on this new model, the book discuss problems and present solutions for a number of topics, including schema extraction, the design of non-redundant storage organizations for semistructured data, and physical semsitructured database design, among others.

Semistructured Database Design, presents researchers and professionals with the most complete and up-to-date research in this fast-growing field.

The Internet has now become an integral part of everyday life for hundreds of millions of people around the world. The uses of the Internet have augmented commerce, communication, education, governance, entertainment, health care, etc. E-mail has become an indispensable part of life; the Web has become an indispensable source of information on just about everything; people now use governmentWebsitestoreceiveinstructionsandinformation, and?lepaperwork with the government; many major online businesses have been created, such as Amazon, eBay, Google, Travelocity, eTrade, etc. However, the uses of the Internet have also had serious negative e?ects, - cluding spam, the spreading of viruses and worms, spyware, phishing, hacking, online fraud, invasions of privacy, etc. Viruses and worms often bring down tens of millions of computers around the world; many people get duped into furni- ing their personal identi?cations, and bank and insurance account information, etc.; hackers break into government and corporation computers to steal cri- cal data; unsubstantiated rumors about individuals or organizations spread like wild?re on the Internet, etc. Further, the uses of the Internet are creating new paradigms in areas such as copyright, governance, etc. The widespread use of peer-to-peer ?le sharing systems, started by Napster, is forcing a reassessment of the value of holding copyright on digital media. Internet postings by vocal citizens to the Web sites of the news media, governmento?ces, and elected g- ernment o?cials are impacting government policies and swaying the opinions of other citizens. The aim of the International Conference on Human

Semistructured Database Design provides an essential reference for anyone interested in the effective management of semsistructured data. Since many new and advanced web applications consume a huge amount of such data, there is a growing need to properly design efficient databases.

This volume responds to that need by describing a semantically rich data model for semistructured data, called Object-Relationship-Attribute model for Semistructured data (ORA-SS). Focusing on this new model, the book discuss problems and present solutions for a number of topics, including schema extraction, the design of non-redundant storage organizations for semistructured data, and physical semsitructured database design, among others.

Semistructured Database Design, presents researchers and professionals with the most complete and up-to-date research in this fast-growing field.

On behalf of the Organizing Committee, we would like to welcome you to the proccedings of the 23rd International Conference on Conceptual Modeling (ER 2004). This conference provided an international forum for technical discussion on conceptual modeling of information systems among researchers, developers and users. This was the third time that this conference was held in Asia; the ?rst time was in Singapore in 1998 and the second time was in Yokohama, Japan in 2001. China is the third largest nation with the largest population in the world. Shanghai, the largest city in China and a great metropolis, famous in Asia and throughout the world, is therefore a most appropriate location to host this conference. This volume contains papers selected for presentation and includes the two keynote talks by Prof. Hector Garcia-Molina and Prof. Gerhard Weikum, and an invited talk by Dr. Xiao Ji. This volume also contains industrial papers and demo/poster papers. An additional volume contains papers from 6 workshops. The conference also featured three tutorials: (1) Web Change Management andDelta Mining: Opportunities andSolutions, by SanjayMadria, (2)A Survey of Data Quality Issues in Cooperative Information Systems, by Carlo Batini, and (3) Visual SQL - An ER-Based Introduction to Database Programming, by Bernhard Thalhe

We would like to welcome you to the proceedings of the workshops held in conjunction with the 23rd International Conference on Conceptual Modeling (ER 2004). The objective of the workshops associated with ER 2004 was to give p- ticipants the opportunity to present and discuss emerging hot topics related to conceptual modeling, thereby adding new perspectives to conceptual mod- ing. To meet the objective, we selected six workshops with topics on conceptual modelingforWebinformationintegration, digitalgovernment, GIS, changem- agement, e-business, and agent technology. Some of these workshopswere brand new while others had been held in conjunction with ER conferences as many as ?ve times. They are: 1. 1stInternationalWorkshoponConceptualModel-DirectedWebInformation Integration and Mining (CoMWIM 2004) 2. 1st International Workshop on Digital Government: Systems and Techno- gies (DGOV 2004) 3. 1st International Workshop on Conceptual Modeling for GIS (CoMoGIS 2004) 4. 3rd International Workshop on Evolution and Change in Data Management (ECDM 2004) 5. 1st International Workshop on Conceptual Modelling for Agents (CoMoA 2004) 6. 5th International Workshop on Conceptual Modeling Approaches for E-Business (The Model-Driven Design Value Proposition) (eCOMO 2004) These six workshops received 38, 16, 58, 21, 17, and 13 papers, respectively. Following the philosophy of the ER workshops, the selection of contributions was very carefully carried out in order to keep the excellent standard; 13, 6, 16, 8, 7, and 6 papers were accepted by the six workshops, respectively, with acceptance rates 34%, 37%, 27%, 38%, 41%, and 46%, respective

The 22nd International Conference on Conceptual Modeling (ER 2003) returned to Chicago after an absence of 18 years. Chicago, a city well known for its trendsetting and daring architecture, has met the new century with a renewed commitment to open public spaces and human interaction. Thus it provided a ?tting venue for ER 2003, the scope of which was expanded to encompass all aspects of conceptual modeling in order to deal with constantly changing information technology and business practices and to accommodate a new openness in connecting systems to each other and to human users. The ER 2003 Program Co-chairs, Il-Yeol Song, Stephen Liddle, and Tok Wang Ling, along with an outstanding Program Committee assembled one of the ?nest technical programs of this conference series. In keeping with the tradition of previous ER conferences, the program for ER 2003 also included four preconference workshops, two preconference tutorials, two conference tutorials, two panels, and a demos and poster session. The Program Co-chairs, as well as Manfred Jeusfeld and Oscar Pastor (Workshop Co-chairs), Ee-Peng Lim and Tobey Teorey (Tutorial Co-chairs), Avigdor Gal and Elisa Bertino (Panel Co-chairs), and Heinrich Mayr (Demos and Poster Chair), deserve our appreciation for an excellent job. It was a pleasure working with all of them."

The refereed proceedings of the Second International Conference on Human.Society@Interet, HSI 2003,held in Seoul, Korea, in June 2003. The 57 revised full papers and 31 revised short papers presented were carefully reviewed and selected from 219 submissions. The papers are organized in topical sections on Web performance, authentication, social issues, security and document access, routing, XML, Internet applications, e-business, scheduling and resource allocation, wireless networks, Web components, multimedia communications, e-payment and auctions, cyber education, mobility and handoff, Internet protocols, mobile agents, and communications.

This book constitutes the refereed proceedings of the First International Conference on Human.Society§Internet, held in Seoul, Korea, in July 2001.The 32 revised full papers presented together with 4 invited papers were carefully reviewed and selected from a total of 85 submissions. The papers are organized in topical sections on digital economy, electronic commerce, digital divide, Internet status and new applications, virtual enterprises, cyber education, digital governance, medical computing, mobile computing, and human computing.

I would like to welcome you to Singapore and the 17th International Conf- enceonConceptualModeling(ER 98).Thisconferenceprovidesaninternational forum for technical discussion on conceptual modeling of information systems among researchers, developers and users. This is the ?rst time that this c- ference is held in Asia, and Singapore is a very exciting place to host ER 98. We hope that you will ?nd the technical program and workshops useful and stimulating. The technical program of the conference was selected by the distinguished program committee consisting of two co-chairs and 83 members. Credit for the excellent?nalprogramisduetoTokWangLingandSudhaRam.Specialthanks to Frederick H. Lochovsky for selecting interesting panels, and Alain Pirotte for preparation of attractive tutorials. I would also like to thank Yong Meng Teo (PublicityChair), andtheregionco-ordinators, AlbertoLaender, ErichNeuhold, Shiwei Tang, and Masaaki Tsubaki, for taking care of publicity. The following three workshops are also organized to discuss speci?c t- ics of data modeling and databases: International Workshop on Data Wa- housing and Data Mining organized by Sham Navathe (Workshop chair) and MukeshMohania(ProgramCommitteeChair), InternationalWorkshoponNew Database Technologies for Collaborative Work Support and Spatio-Temporal DataManagement organizedbyYoshifumiMasunaga, and InternationalWo- shop on Mobile Data Access organized by Dik L. Lee. Ee Peng Lim took care of all detailed work related to the workshops. I would like to thank all these people who organized the workshops as well as the members of program committees. The workshop proceedings will be published jointly after the workshop."

This book constitutes the refereed proceedings of the 4th International Conference on Deductive and Object-Oriented Databases, DOOD '95, held in Singapore in December 1995.
Besides two keynote papers by Stefano Ceri and Michael Kifer, the book contains revised full versions of 28 papers selected from a total of 88 submissions. The volume gives a highly competent state-of-the-art report on DOOD research and advanced applications. The papers are organized in sections on active databases, query processing, semantic query optimization, transaction management, authorization, implementation, and applications.

Most data scientists and engineers today rely on quality labeled data to train machine learning models. But building a training set manually is time-consuming and expensive, leaving many companies with unfinished ML projects. There's a more practical approach. In this book, Wee Hyong Tok, Amit Bahree, and Senja Filipi show you how to create products using weakly supervised learning models. You'll learn how to build natural language processing and computer vision projects using weakly labeled datasets from Snorkel, a spin-off from the Stanford AI Lab. Because so many companies have pursued ML projects that never go beyond their labs, this book also provides a guide on how to ship the deep learning models you build. Get up to speed on the field of weak supervision, including ways to use it as part of the data science process Use Snorkel AI for weak supervision and data programming Get code examples for using Snorkel to label text and image datasets Use a weakly labeled dataset for text and image classification Learn practical considerations for using Snorkel with large datasets and using Spark clusters to scale labeling

A fun and accessible introduction to studying karate--designed specifically with the interests and capabilities of young martial artists in mind. First-time martial arts students are not just starting a program of physical and mental practice. They are entering a new world--one that not only has new rules, new goals, and even new clothing--but that also offers them lots of new opportunities for fun and accomplishment. Karate for Kids will help prepare kids to start learning about karate and help them practice at home. It includes thorough introductions to the history and philosophy of the techniques, what to expect in the first few classes, how to warm up and practice, and advice on setting goals. With over 75 full-color illustrations, including 40 clearly diagrammed karate exercises, along with lots of fun facts and informative sidebars written in kid-friendly, jargon-free language, this is the perfect introduction for the younger martial artist.

Develop smart applications without spending days and weeks building machine-learning models. With this practical book, you'll learn how to apply Automated Machine Learning, a process that uses machine learning to help people build machine learning models. Deepak Mukunthu, Parashar Shah, and Wee Hyong Tok provide a mix of technical depth, hands-on examples, and case studies that show how customers are solving real-world problems with this technology. Building machine learning models is an iterative and time-consuming process. Even those who know how to create these models may be limited in how much they can explore. Once you complete this book, you'll understand how to apply Automated Machine Learning to your data right away. Learn how companies in different industries are benefiting from Automated Machine Learning Get started with Automated Machine Learning using Azure Explore aspects such as algorithm selection, auto featurization, and hyperparameter tuning Understand how data analysts, BI professionals, and developers can use Automated Machine Learning in their familiar tools and experiences Learn how to get started using Automated Machine Learning for use cases including classification and regression.

This book comprehensively reviews the historical background of speleology and cave research in the contexts of archeology and natural sciences. It also offers a summary of selected topics related to the karstic terrain of Turkey. Covering 40 % of the country's surface area, Turkey's karstic terrain accommodates thousands of caves. However, understanding the geology, geomorphology, hydrology, biology, and ecosystem dynamics of these caves is still limited. Despite numerous explorations and extensive fieldwork, this is the first comprehensive publication on the topic since 1984. The book presents the 45 most significant caves in Turkey, selected according to several criteria, including esthetical uniqueness. It covers caves of global archeological importance, such as Karain, Yarimburgaz and UEcagizli, and some of the world's deepest caves, such as Peynirlikoenu, Kuzgun, Morca, and Cukurpinar. The book includes a survey and a detailed description of the genesis, geology, geomorphology, and exploration history for each cave.

There are 1.6 billion Muslims in the world, represented on the world stage by 57 states, as well as a host of international organizations and associations. This book critically examines the engagement of these states in systems of global governance and with a variety of policy regimes, including climate change, energy, migration, humanitarian aid, international financial institutions, research and education. Chapters explore the dynamics of this engagement, the contributions to global order, the interests pursued and some of the contradictions and tensions within the Islamic world, and between that world and the 'West'. An in-depth perspective is provided about the traditional and new forms of multilateralism and the policy spaces formed which provide new opportunities for the Muslim and non-Muslim world alike.