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Graph Learning and Network Science for Natural Language Processing

Graph Learning and Network Science for Natural Language Processing
English | 2022 | ISBN: 978-1032224565 | 272 pages | True PDF | 11.25 MB
Advances in graph-based natural language processing (NLP) and information retrieval tasks have shown the importance of processing using the Graph of Words method. This book covers recent concrete information, from the basics to advanced level, about graph-based learning, such as neural network-based approaches, computational intelligence for learning parameters and feature reduction, and network science for graph-based NPL. It also contains information about language generation based on graphical theories and language models.
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Graph Learning and Network Science for Natural Language Processing (Computational Intelligence Techniques)

Graph Learning and Network Science for Natural Language Processing (Computational Intelligence Techniques)
English | 2023 | ISBN: 1032224568 | 256 pages | True EPUB | 6.39 MB
Advances in graph-based natural language processing (NLP) and information retrieval tasks have shown the importance of processing using the Graph of Words method. This book covers recent concrete information, from the basics to advanced level, about graph-based learning, such as neural network-based approaches, computational intelligence for learning parameters and feature reduction, and network science for graph-based NPL. It also contains information about language generation based on graphical theories and language models.
Features

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Graph Algorithms for Data Science (MEAP v6)

Graph Algorithms for Data Science (MEAP v6)
English | 2022 | ISBN: 978-1617299469 | 241 pages | True PDF | 9.23 MB
Graphs are the natural way to understand connected data. This book explores the most important algorithms and techniques for graphs in data science, with practical examples and concrete advice on implementation and deployment.
Graph Algorithms for Data Science teaches you how to construct graphs from both structured and unstructured data. You'll learn how the flexible Cypher query language can be used to easily manipulate graph structures, and extract amazing insights.

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Governing the Interlinkages between the SDGs Approaches, Opportunities and Challenges

Governing the Interlinkages between the SDGs Approaches, Opportunities and Challenges
English | 2022 | ISBN: 1032184698 | 265 pages | True PDF | 14.07 MB
Governing the Interlinkages between the SDGs: Approaches, Opportunities and Challenges identifies the institutional processes, governance mechanisms and policy mixes that are conducive to devising strategies of integrated Sustainable Development Goal (SDG) implementation.
The book edited by Anita Breuer, Daniele Malerba, Srinivasa Srigiri and Pooja Balasubramanian examines the dedicated policies targeting the SDGs, as well as political and institutional drivers of synergies and trade-offs between the SDGs in selected key areas – both cross-nationally and in specific country contexts. Their analysis moves beyond the focus on links between SDG indicators and targets. Instead, the book takes advantage of recent evidence from the initial implementation phase of the SDGs and each chapter explores the question of which political-institutional prerequisites, governance mechanisms and policy instruments are suited to accelerate the implementation of the SDGs. The findings presented are intended to both inform high-level policy debates and to provide orientation for practitioners working on development cooperation.

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Governance, Stewardship and Sustainability Theory, Practice and Evidence, 2nd Edition

Governance, Stewardship and Sustainability Theory, Practice and Evidence, 2nd Edition
English | 2022 | ISBN: 1032308788 | 218 pages | True PDF | 16.75 MB
The first introductory practical guide of its kind, this book brings together principles of corporate governance, investor stewardship and enterprise sustainability in the context of institutional investment.
Stewardship codes are developing in diverse markets to provide a framework for responsible institutional investment practices and fiduciary duties for beneficiaries. While codes provide a starting point, the application of stewardship in practical terms can be challenging for many institutional investors. Written by two well-known corporate governance experts, George Dallas and Mike Lubrano, and based on the ICGN training course on stewardship that they developed, this book gives needed clarity, rigor and guidance to practitioners about what we know—and don't know—about stewardship, governance and sustainability. It explores the theoretical foundations of stewardship, linking these to day-to-day decision-making and providing real-life examples and practical tools to evaluate issues that arise for companies from an environmental, social and governance perspective and generate ideas about how to make investor stewardship a practical reality in similar cases.

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Good Practice Guide Business Resilience

Good Practice Guide Business Resilience
English | 2022 | ISBN: 1914124073 | 129 pages | True PDF EPUB | 15.66 MB
Architecture can be a high risk and low-income profession. Planning to manage risks is essential. Workloads tend to be cyclical and managing lean periods and booms whilst being prepared for the next downturn is a key requirement. This book is a how-to guide to build business resilience into your architectural practice, offering methods for managing business-critical events and crises. It shows you how to analyse trouble, pre-emptively tackle pitfalls and gives you confidence in decision-making to stay ahead. Featuring case studies with expert insight into sole shareholder and director experience of a small practice, it's aimed across all levels with straightforward, honest and accessible advice. It is structured with people and organisations as the core framework, exploring practice, staff, clients, projects, consultants and providers. It provides operational advice on the day-to-day running of practice and how to respond to disruption.
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Gone Viral How Covid Drove the World Insane

Gone Viral How Covid Drove the World Insane
English | 2022 | ISBN: 1684513510 | 319 pages | True EPUB | 6.71 MB
Data and marketing consultant and statistical sage to presidential candidates, governors, businesses, and the real powers-that-be,epidemiologists, Justin Hart catalogs in a terrifying-but-sprightly manner the folly and psychosis produced by the pandemic and diagnoses the societal destruction that the massive overresponse to the COVID virus has wreaked, as well as what can be done to stop the madness and bring the world back to a modicum of rationality.
WORST. DISEASE. EVER.

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Going for Broke The Rise of Rishi Sunak

Going for Broke The Rise of Rishi Sunak
English | 2020 | ISBN: 1785906372 | 354 pages | True EPUB | 7.64 MB
Three years ago, Rishi Sunak was an unknown junior minister in the Department of Local Government. By the age of thirty-nine, he was Chancellor of the Exchequer, grappling with the gravest economic crisis in modern history. Michael Ashcroft's new book charts Sunak's ascent from his parents' Southampton pharmacy to Oxford University, the City of London, Silicon Valley – and the top of British politics. It is the tale of a super-bright and hard-grafting son of immigrant parents who marries an Indian heiress and makes a fortune of his own; a polished urban southerner who wins over the voters of rural North Yorkshire – and a cautious, fiscally conservative financier who becomes the biggest-spending Chancellor in history. Sunak was unexpectedly promoted to the Treasury's top job in February 2020, with a brief to spread investment and opportunity as part of Boris Johnson's 'levelling up' agenda. Within weeks, the coronavirus had sent Britain into lockdown, with thousands of firms in peril and millions of jobs on the line. As health workers battled to save lives, it was down to Sunak to save livelihoods. This is the story of how he tore up the rulebook and went for broke.
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God and Gaia Science, Religion and Ethics on a Living Planet

God and Gaia Science, Religion and Ethics on a Living Planet
English | 2022 | ISBN: 0367627752 | 282 pages | True PDF | 37.15 MB
God and Gaia explores the overlap between traditional religious cosmologies and the scientific Gaia theory of James Lovelock. It argues that a Gaian approach to the ecological crisis involves rebalancing human and more-than-human influences on Earth by reviving the ecological agency of local and indigenous human communities, and of nonhuman beings.
Present-day human ecological influences on Earth have been growing at pace since the Scientific and Industrial Revolutions, when modern humans adopted a machine cosmology in which humans are the sole intelligent agency. The resultant imbalance between human and Earthly agencies is degrading the species diversity of ecosystems, causing local climate changes, and threatens to destabilise the Earth as a System. Across eight chapters this ambitious text engages with traditional cosmologies from the Indian Vedas and classical Greece to Medieval Christianity, with case material from Southeast Asia, Southern Africa and Great Britain. It discusses concepts such as deep time and ancestral time, the ethics of genetic engineering of foods and viruses, and holistic ecological management.

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