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Representation Learning for Natural Language Processing
This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for natural language processing (NLP). It is divided into three parts. Part I presents the representation learning techniques for multiple language entries, including words, phrases, sentences and documents. Part II then introduces the representation techniques for th…
- Edition
- 1
- ISBN/ISSN
- 9789811555732
- Collation
- XXIV, 334 hlm; ill., lamp.,
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AI based Robot Safe Learning and Control
This open access book mainly focuses on the safe control of robot manipulators. The control schemes are mainly developed based on dynamic neural network, which is an important theoretical branch of deep reinforcement learning. In order to enhance the safety performance of robot systems, the control strategies include adaptive tracking control for robots with model uncertainties, compliance cont…
- Edition
- 1
- ISBN/ISSN
- 9789811555039
- Collation
- XVII, 127 hlm; ill., lamp.,
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- -
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Leveraging Data Science for Global Health
This open access book explores ways to leverage information technology and machine learning to combat disease and promote health, especially in resource-constrained settings. It focuses on digital disease surveillance through the application of machine learning to non-traditional data sources. Developing countries are uniquely prone to large-scale emerging infectious disease outbreaks due to di…
- Edition
- 1
- ISBN/ISSN
- 9783030479947
- Collation
- XII, 475 hlm; ill., lamp.,
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- -
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International Perspectives in Values-Based Mental Health Practice = Case Stud…
This open access book offers essential information on values-based practice (VBP): the clinical skills involved, teamwork and person-centered care, links between values and evidence, and the importance of partnerships in shared decision-making. Different cultures have different values; for example, partnership in decision-making looks very different, from the highly individualized perspective o…
- Edition
- 1
- ISBN/ISSN
- 9783030478520
- Collation
- XVIII, 436 hlm; ill., lamp.,
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- -
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A Guide to Responsible Research
This Open Access book is a guide to good, responsible research at each step of the process of research discovery, so that a researcher at the beginning of a scientific career has a clear pathway to doing good research and producing reliable results. The textbook will give context to the practices described in the European Code of Conduct for Research Integrity, guided by the fundamental princi…
- Edition
- 1
- ISBN/ISSN
- 9783031224126
- Collation
- XIII, 135 hlm; ill., lamp.,
- Series Title
- 1
- Call Number
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Cultural Competence and the Higher Education Sector = Australian Perspectives…
This open access book explores cultural competence in the higher education sector from multi-disciplinary and inter-disciplinary perspectives. It addresses cultural competence in terms of leadership and the role of the higher education sector in cultural competence policy and practice. Drawing on lessons learned, current research and emerging evidence, the book examines various innovative appro…
- Edition
- 1
- ISBN/ISSN
- 9789811553622
- Collation
- XVII, 363 hlm; ill., lamp.,
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- -
- Call Number
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The Formation of Japan-ROK Security Relations = Meeting the Evolving Cold War…
This open access book argues that Japan-ROK security relations were formed in the process of adjusting the threat perception gap and policy conflict between the two countries. Conventional analyses using a “cooperation or conflict” dichotomy are too limited to capture the complex coordination of interests that security relations entail. In comparison, this book focuses on how, as they inter…
- Edition
- 1
- ISBN/ISSN
- 9789819784790
- Collation
- XI, 216 hlm; ill., lamp.,
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- -
- Call Number
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Handlungsbezogene Grammatikdidaktik = Grammatische Strukturen im Gebrauch ver…
Grammatikunterricht ist seit Jahrzehnten in der Kritik. Schulisch vermitteltes grammatisches Wissen ist aufgrund der Dominantsetzung des Formendrills wenig nachhaltig verfügbar und seine Sinnhaftigkeit wird bezweifelt. Ziel dieser handlungsbezogenen Grammatikdidaktik ist es, die vorhandenen Problemlöseansätze zusammenzuführen, dadurch dass Formen in ihrer kommunikativen Funktion im Rahmen v…
- Edition
- 1
- ISBN/ISSN
- 9783503239092
- Collation
- 248 hlm; ill., lamp.,
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- -
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Gleichwertige Lebensverhältnisse in Deutschland? = Lokale Sichtweisen auf ei…
Gleichwertige Lebensverhältnisse zu gewährleisten, ist in Deutschland ein rechtlich verankertes Ziel. Dieses Open-Access-Buch analysiert, welche Aspekte Menschen wichtig sind, wenn es um ein gutes Leben geht, mit welchen Orten oder Regionen sie ihre Lebensverhältnisse vergleichen und was ihnen politisch sinnvoll erscheint, um etwas für gleichwertige Lebensverhältnisse zu tun. Zugleich erku…
- Edition
- 1
- ISBN/ISSN
- 9783658466022
- Collation
- XII, 391 hlm; ill., lamp.,
- Series Title
- -
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Positionierungen nachhaltigen Verhaltens am Arbeitsplatz = Eine rekonstruktiv…
In diesem Open-Access-Buch werden die Nachhaltigkeitspositionierungen von Angestellten im öffentlichen Dienst im Kontext organisationaler Nachhaltigkeitstransformationen untersucht. Mithilfe der Dokumentarischen Methode wird ein qualitativ-rekonstruktiver Ansatz verfolgt, um die vielschichtigen handlungsleitenden Orientierungen der Positionierungsfindung offenzulegen. Hierfür werden die Kompl…
- Edition
- 1
- ISBN/ISSN
- 9783658465827
- Collation
- XV, 242 hlm; ill., lamp.,
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