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Data Scientists at Work
  • Language: en
  • Pages: 348

Data Scientists at Work

  • Type: Book
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  • Published: 2014-12-12
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  • Publisher: Apress

Data Scientists at Work is a collection of interviews with sixteen of the world's most influential and innovative data scientists from across the spectrum of this hot new profession. "Data scientist is the sexiest job in the 21st century," according to the Harvard Business Review. By 2018, the United States will experience a shortage of 190,000 skilled data scientists, according to a McKinsey report. Through incisive in-depth interviews, this book mines the what, how, and why of the practice of data science from the stories, ideas, shop talk, and forecasts of its preeminent practitioners across diverse industries: social network (Yann LeCun, Facebook); professional network (Daniel Tunkelang,...

Advances in Information Retrieval
  • Language: en
  • Pages: 830

Advances in Information Retrieval

  • Type: Book
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  • Published: 2014-03-24
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  • Publisher: Springer

This book constitutes the proceedings of the 36th European Conference on IR Research, ECIR 2014, held in Amsterdam, The Netherlands, in April 2014. The 33 full papers, 50 poster papers and 15 demonstrations presented in this volume were carefully reviewed and selected from 288 submissions. The papers are organized in the following topical sections: evaluation, recommendation, optimization, semantics, aggregation, queries, mining social media, digital libraries, efficiency, and information retrieval theory. Also included are 3 tutorial and 4 workshop presentations.

AI-First Healthcare
  • Language: en
  • Pages: 222

AI-First Healthcare

AI is poised to transform every aspect of healthcare, including the way we manage personal health, from customer experience and clinical care to healthcare cost reductions. This practical book is one of the first to describe present and future use cases where AI can help solve pernicious healthcare problems. Kerrie Holley and Siupo Becker provide guidance to help informatics and healthcare leadership create AI strategy and implementation plans for healthcare. With this book, business stakeholders and practitioners will be able to build knowledge, a roadmap, and the confidence to support AIin their organizations—without getting into the weeds of algorithms or open source frameworks. Cowritten by an AI technologist and a medical doctor who leverages AI to solve healthcare’s most difficult challenges, this book covers: The myths and realities of AI, now and in the future Human-centered AI: what it is and how to make it possible Using various AI technologies to go beyond precision medicine How to deliver patient care using the IoT and ambient computing with AI How AI can help reduce waste in healthcare AI strategy and how to identify high-priority AI application

Social Informatics
  • Language: en
  • Pages: 481

Social Informatics

  • Type: Book
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  • Published: 2015-02-27
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  • Publisher: Springer

This book constitutes the proceedings of the Workshops held at the International Conference on Social Informatics, SocInfo 2014, which took place in Barcelona, Spain, in November 2014. This year SocInfo 2014 included nine satellite workshops: the City Labs Workshop, the Workshop on Criminal Network Analysis and Mining, CRIMENET, the Workshop on Interaction and Exchange in Social Media, DYAD, the Workshop on Exploration of Games and Gamers, EGG, the Workshop on HistoInformatics, the Workshop on Socio-Economic Dynamics, Networks and Agent-based Models, SEDNAM, the Workshop on Social Influence, SI, the Workshop on Social Scientists Working with Start-Ups and the Workshop on Social Media in Crowdsourcing and Human Computation, SoHuman.

Multi-modal Data Fusion based on Embeddings
  • Language: en
  • Pages: 174

Multi-modal Data Fusion based on Embeddings

  • Type: Book
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  • Published: 2019-11-06
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  • Publisher: IOS Press

Many web pages include structured data in the form of semantic markup, which can be transferred to the Resource Description Framework (RDF) or provide an interface to retrieve RDF data directly. This RDF data enables machines to automatically process and use the data. When applications need data from more than one source the data has to be integrated, and the automation of this can be challenging. Usually, vocabularies are used to concisely describe the data, but because of the decentralized nature of the web, multiple data sources can provide similar information with different vocabularies, making integration more difficult. This book, Multi-modal Data Fusion based on Embeddings, describes ...

Embeddings in Natural Language Processing
  • Language: en
  • Pages: 157

Embeddings in Natural Language Processing

Embeddings have undoubtedly been one of the most influential research areas in Natural Language Processing (NLP). Encoding information into a low-dimensional vector representation, which is easily integrable in modern machine learning models, has played a central role in the development of NLP. Embedding techniques initially focused on words, but the attention soon started to shift to other forms: from graph structures, such as knowledge bases, to other types of textual content, such as sentences and documents. This book provides a high-level synthesis of the main embedding techniques in NLP, in the broad sense. The book starts by explaining conventional word vector space models and word embeddings (e.g., Word2Vec and GloVe) and then moves to other types of embeddings, such as word sense, sentence and document, and graph embeddings. The book also provides an overview of recent developments in contextualized representations (e.g., ELMo and BERT) and explains their potential in NLP. Throughout the book, the reader can find both essential information for understanding a certain topic from scratch and a broad overview of the most successful techniques developed in the literature.

Domain-Sensitive Temporal Tagging
  • Language: en
  • Pages: 133

Domain-Sensitive Temporal Tagging

This book covers the topic of temporal tagging, the detection of temporal expressions and the normalization of their semantics to some standard format. It places a special focus on the challenges and opportunities of domain-sensitive temporal tagging. After providing background knowledge on the concept of time, the book continues with a comprehensive survey of current research on temporal tagging. The authors provide an overview of existing techniques and tools, and highlight key issues that need to be addressed. This book is a valuable resource for researchers and application developers who need to become familiar with the topic and want to know the recent trends, current tools and techniqu...

Time/Brain Oscillation – A Theory of Dream Precognition Using Predictions of 911.
  • Language: en
  • Pages: 25

Time/Brain Oscillation – A Theory of Dream Precognition Using Predictions of 911.

  • Type: Book
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  • Published: Unknown
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  • Publisher: B.C.Bamber

Time is a hard thing to understand. In this paper, I will use my dreams of 911, to show that time, can oscillate in the brain and that the nature of the transfer between the past, the present and the future, is one that can be shown to influence, entropy, evolution of species and the evolution of the laws of the universe and also creates radiation. I will also suggest that seeing the future, indicates that time and future events are forming ahead of time, heavily influenced by what has already happened in the past.

Current Affairs August 2018 eBook
  • Language: en
  • Pages: 337

Current Affairs August 2018 eBook

  • Type: Book
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  • Published: 2018-08-08
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  • Publisher: Jagran Josh

Current Affairs August 2018 eBook is created by keeping the demands of recent pattern of various competitive exams in major view. It is brought to you by Jagranjosh.com. The topics for cover story and entire news section are selected on the basis of an analysis of general knowledge sections in all important exams including IAS, PCS, BANK, SSC, Insurance and others. And the time duration of topics covered in magazine includes all exam oriented current affairs of July 2018. It presents the comprehensive coverage of the events of current affairs which are chosen on the basis of the requirements of all important exams. It covers all exam oriented current affairs of July 2018 with all required fa...

Women Entrepreneurs In The Middle East: Context, Ecosystems, And Future Perspectives For The Region
  • Language: en
  • Pages: 361

Women Entrepreneurs In The Middle East: Context, Ecosystems, And Future Perspectives For The Region

Straddling North Africa and Western Asia, the Middle East has been a cradle of civilisation and entrepreneurship — well before the arrival of Islam. In this region, gender roles were traditionally specified by culture, with women often expected to stay within the family environment, while men would trade in society at large. This book contributes to the literature on a highly neglected field of study: women entrepreneurs in the Middle East. Recognising that entrepreneurship does not take place in a vacuum, it focuses on contexts, and the ecosystems of this region with largely patriarchal societies, that are influenced by culture, religion, and colonial experience.This book provides readers...