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Entity Alignment
This open access book systematically investigates the topic of entity alignment, which aims to detect equivalent entities that are located in different knowledge graphs. Entity alignment represents an essential step in enhancing the quality of knowledge graphs, and hence is of significance to downstream applications, e.g., question answering and recommender systems. Recent years have witnessed …
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- ISBN/ISSN
- 978-981-99-4250-3
- Collation
- XI, 247
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Dirty gold :how activism transformed the jewelry industry
The response from the jewelry industry to a campaign for ethically sourced gold as a case study in the power of business in global environmental politics. Gold mining can be a dirty business. It creates immense amounts of toxic materials that are difficult to dispose of. Mines are often developed without community consent, and working conditions for miners can be poor. Income from gold has fund…
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- ISBN/ISSN
- 9780262337960
- Collation
- 1 online resource (272 pages).
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Representation Learning for Natural Language Processing
This book provides an overview of the recent advances in representation learning theory, algorithms, and applications for natural language processing (NLP), ranging from word embeddings to pre-trained language models. It is divided into four parts. Part I presents the representation learning techniques for multiple language entries, including words, sentences and documents, as well as pre-train…
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- ISBN/ISSN
- 978-981-99-1599-6
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Data science
A concise introduction to the emerging field of data science, explaining its evolution, relation to machine learning, current uses, data infrastructure issues, and ethical challenges.OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 9780262347020
- Collation
- 1 online resource (xi, 264 pages) :illustrations.
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Research in Computational Molecular Biology
This book constitutes the refereed proceedings of the 19th Annual International Conference on Research in Computational Molecular Biology, RECOMB 2015, held in Warsaw, Poland, in April 2015. The 36 extended abstracts were carefully reviewed and selected from 170 submissions. They report on original research in all areas of computational molecular biology and bioinformatics.
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- ISBN/ISSN
- 978-3-319-16706-0
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Child data citizen :how tech companies are profiling us from before birth
"Explores the collection of children's biometric, educational, and social media data and its immediate and downstream effects for individuals and families"--OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 0262363674
- Collation
- 1 online resource.
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Mining the biomedical literature / Structured Data
A concise introduction to fundamental methods for finding and extracting relevant information from the ever-increasing amounts of biomedical text available.
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- Collation
- 1 online resource (xi, 138 pages) : illustrations.
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The open handbook of linguistic data management
A guide to principles and methods for the management, archiving, sharing, and citing of linguistic research data, especially digital data.Doing language science depends on collecting, transcribing, annotating, analyzing, storing, and sharing linguistic research data. This volume offers a guide to linguistic data management, engaging with current trends toward the transformation of linguistics i…
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- ISBN/ISSN
- 9780262362177
- Collation
- 1 online resource.
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Computation, Causation, and Discovery
In science, business, and policymaking—anywhere data are used in prediction—two sorts of problems requiring very different methods of analysis often arise. The first, problems of recognition and classification, concerns learning how to use some features of a system to accurately predict other features of that system. The second, problems of causal discovery, concerns learning how to predict…
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- ISBN/ISSN
- 9780262315821
- Collation
- 1 online resource (xv, 552 pages) :illustrations
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Fighting king coal :the challenges to micromobilization in central Appalachia
In the coal-mining region of Central Appalachia, mountaintop-removal mining and coal-industry-related flooding, water contamination, and illness have led to the emergence of a grassroots, women-driven environmental justice movement. But the number of local activists is small relative to the affected population, and recruiting movement participants from within the region is an ongoing challenge.…
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- ISBN/ISSN
- 9780262333597
- Collation
- 1 online resource :illustrations.
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