Deep Search

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Deep Learning For Search

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Author : Tommaso Teofili
language : en
Publisher: Simon and Schuster
Release Date : 2019-06-02

Deep Learning For Search written by Tommaso Teofili and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-02 with Computers categories.

Summary Deep Learning for Search teaches you how to improve the effectiveness of your search by implementing neural network-based techniques. By the time you're finished with the book, you'll be ready to build amazing search engines that deliver the results your users need and that get better as time goes on! Foreword by Chris Mattmann. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Deep learning handles the toughest search challenges, including imprecise search terms, badly indexed data, and retrieving images with minimal metadata. And with modern tools like DL4J and TensorFlow, you can apply powerful DL techniques without a deep background in data science or natural language processing (NLP). This book will show you how. About the Book Deep Learning for Search teaches you to improve your search results with neural networks. You'll review how DL relates to search basics like indexing and ranking. Then, you'll walk through in-depth examples to upgrade your search with DL techniques using Apache Lucene and Deeplearning4j. As the book progresses, you'll explore advanced topics like searching through images, translating user queries, and designing search engines that improve as they learn! What's inside Accurate and relevant rankings Searching across languages Content-based image search Search with recommendations About the Reader For developers comfortable with Java or a similar language and search basics. No experience with deep learning or NLP needed. About the Author Tommaso Teofili is a software engineer with a passion for open source and machine learning. As a member of the Apache Software Foundation, he contributes to a number of open source projects, ranging from topics like information retrieval (such as Lucene and Solr) to natural language processing and machine translation (including OpenNLP, Joshua, and UIMA). He currently works at Adobe, developing search and indexing infrastructure components, and researching the areas of natural language processing, information retrieval, and deep learning. He has presented search and machine learning talks at conferences including BerlinBuzzwords, International Conference on Computational Science, ApacheCon, EclipseCon, and others. You can find him on Twitter at @tteofili. Table of Contents PART 1 - SEARCH MEETS DEEP LEARNING Neural search Generating synonyms PART 2 - THROWING NEURAL NETS AT A SEARCH ENGINE From plain retrieval to text generation More-sensitive query suggestions Ranking search results with word embeddings Document embeddings for rankings and recommendations PART 3 - ONE STEP BEYOND Searching across languages Content-based image search A peek at performance

Deep Blue

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Author : Monroe Newborn
language : en
Publisher: Springer Science & Business Media
Release Date : 2003

Deep Blue written by Monroe Newborn and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Computers categories.

This book offers a detailed account of IBM's Deep Blue chess program, the people who created it, and its historic battles with World Chess Champion Garry Kasparov. The text examines the progress made by the creators of Deep Blue, beginning with the1989 two-game match against Kasparov. The heroes are: IBM researchers Feng-hsiung Hsu, Murray Campbell, and Joe Hoane, along with team leader Chung-Jen Tan and International Grandmaster Joel Benjamin. The text chronicles one of the great technology achievements of the 20th Century. It establishes the point in history when mankind's exciting new tool, the computer, came of age and competed with its human creators in the ultimate intellectual competition: a game of chess. This book will serve as the premier story documenting that achievement and a milestone in the development of artificial intelligence.

Ai For Clinical Applications

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Author : Jianing Qiu
language : en
Publisher: Springer Nature
Release Date : 2025-11-07

Ai For Clinical Applications written by Jianing Qiu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-11-07 with Computers categories.

This book constitutes the proceedings of the First International Workshop on Agentic AI for Medicine, Agentic AI 2025, the First International Workshop on Clinical-Driven Robotics and Embodied AI Technology, CREATE 2025, and the First International Workshop on Multimodal Large Language Models in Clinical Practice, CMLLMs 2025, held in conjunction with MICCAI 2025 in Daejeon, South Korea, during September 2025. The 12 papers included from Agentic AI have been accepted from 16 submissions to the Workshop. For CREATE 2025, 10 papers have been accepted from 12 submissions; and for Multimodal LLMs, 11 papers have been accepted from 19 submissions. They deal with arfiticial intelligence applications for clinical purposes.

Computers And Games

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Author : H. Jaap van den Herik
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-02-10

Computers And Games written by H. Jaap van den Herik and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-02-10 with Computers categories.

This book constitutes the thoroughly refereed post-proceedings of the 4th International Conference on Computers and Games, CG 2004, held in Ramat-Gan, Israel, in July 2004, and co-located with the 12th World Computer Chess Championship and the 9th Computer Olympiad. The 21 revised full papers presented together with 1 keynote article were carefully selected during two rounds of reviewing and improvement from 37 submissions. The papers cover all aspects of artificial intelligence in computer-game playing. Topics addressed are evaluation and learning, search, combinatorial games and theory opening and endgame databases, single-agent search and planning, and computer Go.

How Voters Decide

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Author : Richard R. Lau
language : en
Publisher: Cambridge University Press
Release Date : 2006-06-26

How Voters Decide written by Richard R. Lau and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-06-26 with Political Science categories.

This book attempts to redirect the field of voting behavior research by proposing a paradigm-shifting framework for studying voter decision making. An innovative experimental methodology is presented for getting 'inside the heads' of citizens as they confront the overwhelming rush of information from modern presidential election campaigns. Four broad theoretically-defined types of decision strategies that voters employ to help decide which candidate to support are described and operationally-defined. Individual and campaign-related factors that lead voters to adopt one or another of these strategies are examined. Most importantly, this research proposes a new normative focus for the scientific study of voting behavior: we should care about not just which candidate received the most votes, but also how many citizens voted correctly - that is, in accordance with their own fully-informed preferences.

The Great Search

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Author : John Philip Newell
language : en
Publisher: HarperCollins
Release Date : 2024-08-20

The Great Search written by John Philip Newell and has been published by HarperCollins this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-20 with Religion categories.

“If I could introduce you to ten amazing people whose influence could transform your life by energizing your spiritual quest, they would be the nine visionaries featured in The Great Search . . . plus a tenth, John Philip Newell himself. What a treasure this book is. Enthusiastically recommended!”—Brian D. McLaren, author of Life After Doom In the great tradition of authors who leave church but remain spiritual—such as Barbara Brown Taylor, Rob Bell—the author of Sacred Earth, Sacred Soul forges a new path toward a true spiritual home, embracing a deep connection to the natural world. The story of Adam and Eve’s fall from innocence in the Garden of Eden is a mythical account of humanity’s broken relationship with the divine, with Earth, and with themselves. In contrast, Celtic wisdom is built on a strong bond with Earth. In the prophetic figures that Newell draws from, the Garden of Eden represents the inner garden of our souls and the outer garden of Earth, which are seen as essentially one. To live in relation to what is deepest in us is to live in relation to the ground from which we and all things have come. Where are we today, in relation to our true selves and the sacredness of Earth? And how are we to find our way home again? This life-affirming, nourishing book contemplates these questions at a moment of great spiritual awakening, an era characterized by religious exile on a vast scale. We need a new sense of home spiritually, deeply rooted within ourselves and in our shared journey with each other and Earth.

Higher Education Institutions And Digital Transformation

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Author : Marcin Lis
language : en
Publisher: Taylor & Francis
Release Date : 2023-03-30

Higher Education Institutions And Digital Transformation written by Marcin Lis and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-30 with Business & Economics categories.

The growing complexity, fluidity and instability of the environment as well as changing needs are challenges that both enterprises and higher education institutions must face. Higher education institutions understand that their key product, i.e. knowledge, is a value that can and should be offered to enterprises in a desirable form as a key to innovation and development as well as the basis of the necessary internal transformation to respond to requirements of our times. Attempts to explain the process of collaboration between higher education institutions and businesses based on an institutional perspective fail to capture the complexity of this process. The purpose of this book is to develop a model approach to managerial competencies that affect the innovativeness of enterprises and to identify internal and external key factors strengthening or limiting the impact of managerial competencies on the innovativeness of an enterprise including organizational structure, strategy, organizational culture and more. It will be of value to researchers, academics, and students in the fields of entrepreneurship, innovation, management, strategy, and will be particularly useful to organizations that are aware of their operating conditions in the knowledge-based economy and of the impact of the COVID-19 pandemics on the acceleration of the digital transformation of the contemporary world. The Open Access version of this book, available at http://www.taylorfrancis.com, has been made available under a Creative Commons (CC-BY-NC-ND) 4.0 license.

The Oxford Handbook Of China Innovation

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Author : Xiaolan Fu
language : en
Publisher: Oxford University Press
Release Date : 2021

The Oxford Handbook Of China Innovation written by Xiaolan Fu and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with Business & Economics categories.

Offers a comprehensive analysis of China's development from a wide range of experts, Provides a deep and broad understanding of China's path to innovation leadership, Focuses on innovation as the core of China's industrial capabilities, Utilizes viewpoints of international scholars as well as Chinese academics and government officials Book jacket.

Computerworld

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Author :
language : en
Publisher:
Release Date : 1996-10-07

Computerworld written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996-10-07 with categories.

For more than 40 years, Computerworld has been the leading source of technology news and information for IT influencers worldwide. Computerworld's award-winning Web site (Computerworld.com), twice-monthly publication, focused conference series and custom research form the hub of the world's largest global IT media network.

Littell S Living Age

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Author :
language : en
Publisher:
Release Date : 1876

Littell S Living Age written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1876 with American periodicals categories.