Found insideThe latter is simply not true, and the former tells at best half the story. Tobin shows that building a good plot twist is a complex art that reflects a sophisticated understanding of the human mind. Scholars have long recognized that narrative suspense dominates the formal dynamics of 19th-century British fiction. Found inside – Page iAfter reading this book you will have an overview of the exciting field of deep neural networks and an understanding of most of the major applications of deep learning. Found insideLearning new skills and new technology is critical to your career, and it's all in your head. In this book by Andy Hunt, you'll learn how our brains are wired, and how to take advantage of your brain's architecture. Found inside – Page iThe second edition of this book will show you how to use the latest state-of-the-art frameworks in NLP, coupled with Machine Learning and Deep Learning to solve real-world case studies leveraging the power of Python. Cybersecurity is becoming increasingly critical at all levels, from retail businesses all the way up to national security. This book drives to the heart of the field, introducing the people and practices that help keep our world secure. Found insideThe book finishes with a summary of the argumentation mining tasks, a sketch of potential applications, and a--necessarily subjective--outlook for the field. Deep Learning with PyTorch teaches you to create deep learning and neural network systems with PyTorch. This practical book gets you to work right away building a tumor image classifier from scratch. Found inside – Page 1Once you’ve mastered these techniques, you’ll constantly turn to this guide for the working PyMC code you need to jumpstart future projects. This book provides system developers and researchers in natural language processing and computational linguistics with the necessary background information for working with the Arabic language. Found insideThis book is a printed edition of the Special Issue "Sensors and Actuators in Smart Cities" that was published in JSAN Found inside – Page 550Arora, S., Liang, Y., Ma, T.: A simple but tough-to-beat baseline for sentence embeddings (2016) 8. De Boom, C., Agrawal, R., Hansen, S., Kumar, E., Yon, ... Found insideThis volume constitutes the proceedings of the 7th International Conference on BIGDATA 2018, held as Part of SCF 2018 in Seattle, WA, USA in June 2018. Chapter 7. Found inside – Page 302The ongoing development of the software is hosted at the GitHub repository ... Ma, T.: A simple but tough-to-beat baseline for sentence embeddings (2016) 2. Found insideIn this book, the authors survey and discuss recent and historical work on supervised and unsupervised learning of such alignments. Specifically, the book focuses on so-called cross-lingual word embeddings. This step-by-step guide teaches you how to build practical deep learning applications for the cloud, mobile, browsers, and edge devices using a hands-on approach. Found inside – Page iiThis book constitutes the refereed proceedings of the 23rd International Conference on Applications of Natural Language to Information Systems, NLDB 2018, held in Paris, France, in June 2018. Until now there has been no state-of-the-art collection of the most important writings in automatic text summarization. This book presents the key developments in the field in an integrated framework and suggests future research areas. Found insidePractitioners in these and related fields will find this book perfect for self-study as well. Automatic Summarization is a comprehensive overview of research in summarization, including the more traditional efforts in sentence extraction as well as the most novel recent approaches for determining important content, for domain and ... This guide provides assessments of some of the most promising technical tools and tactical approaches. Found insideNeural networks are a family of powerful machine learning models and this book focuses on their application to natural language data. Found insideThis two-volume set LNCS 12035 and 12036 constitutes the refereed proceedings of the 42nd European Conference on IR Research, ECIR 2020, held in Lisbon, Portugal, in April 2020.* The 55 full papers presented together with 8 reproducibility ... Found insideData driven Artificial Intelligence (AI) and Machine Learning (ML) in digital pathology, radiology, and dermatology is very promising. In specific cases, for example, Deep Learning (DL), even exceeding human performance. This book will be essential reading for anyone interested in Digital Humanities and the future of literary study. Dependency-based methods for syntactic parsing have become increasingly popular in natural language processing in recent years. This book gives a thorough introduction to the methods that are most widely used today. Found insideThis book will explore some Red Team and Blue Team tactics, where the Red Team tactics can be used in penetration for accessing sensitive data, and the . Found insideThis book constitutes the proceedings of the 14th International Conference on Computational Processing of the Portuguese Language, PROPOR 2020, held in Evora, Portugal, in March 2020. Found inside – Page 1About the Book Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. The book is suitable for graduate students and research mathematicians interested in computational geometry. Found insideStarting with an introductory summary of established order reduction techniques like POD, DEIM, Koopman, and DMD, this book proceeds to provide a detailed explanation of higher order DMD, and to explain its advantages over other methods. This book constitutes the refereed proceedings of the 5th International Conference on Information Management and Big Data, SIMBig 2018, held in Lima, Peru, in September 2018. Found insideThis book has been written with a wide audience in mind, but is intended to inform all readers about the state of the art in this fascinating field, to give a clear understanding of the principles underlying RTE research to date, and to ... Found insideThis book highlights recent research on bio-inspired computing and its various innovative applications in Information and Communication Technologies. Found insideThis book gathers selected high-quality papers presented at the International Conference on Machine Learning and Computational Intelligence (ICMLCI-2019), jointly organized by Kunming University of Science and Technology and the ... Found insideThis book covers deep-learning-based approaches for sentiment analysis, a relatively new, but fast-growing research area, which has significantly changed in the past few years. This book is also available as part of the Kimball's Data Warehouse Toolkit Classics Box Set (ISBN: 9780470479575) with the following 3 books: The Data Warehouse Toolkit, 2nd Edition (9780471200246) The Data Warehouse Lifecycle Toolkit, 2nd ... Found insideIt walks you through how to: Determine your target customers Identify underserved customer needs Create a winning product strategy Decide on your Minimum Viable Product (MVP) Design your MVP prototype Test your MVP with customers Iterate ... Found inside – Page iiThe two volume set CCIS 1030 and 1031 constitutes the refereed proceedings of the Second International Conference on Computational Intelligence, Communications, and Business Analytics, CICBA 2018, held in Kalyani, India, in July 2018. This two-volume set of LNAI 11838 and LNAI 11839 constitutes the refereed proceedings of the 8th CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2019, held in Dunhuang, China, in October 2019. This book, the first of its kind, is providing a comprehensive and invaluable source of information aimed at corporates, regulators, compliance professionals, start-ups and policy makers. Found inside – Page 122... Liang, Y., Ma, T.: A simple but tough-to-beat baseline for sentence embeddings. ... (2018) Fastai: Fastai, May 2019. https://github.com/fastai/fastai 7. Diagramming and process are important topics in today’s software development world, as the UML diagramming language has come to be almost universally accepted. Found inside – Page 245Subsequently, we evaluate the similarity of Chinese sentences at the online ... Y., Ma, T.: A simple but tough-to-beat baseline for sentence embeddings. Found insideThis two-volume set constitutes the refereed proceedings of the workshops which complemented the 19th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD, held in Würzburg, Germany, in September ... This first collection of selected articles from researchers in automatic analysis, storage, and use of terminology, and specialists in applied linguistics, computational linguistics, information retrieval, and artificial intelligence offers ... Found insideMaster the tactics and tools of the advanced persistent threat hacker In this book, IT security expert Tyler Wrightson reveals the mindset, skills, and effective attack vectors needed to compromise any target of choice. 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