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Fortbildungen für KulturSchule
In diesem Open-Access-Buch gibt eine Evaluationsstudie Auskunft, wie teilnehmende Lehrkräfte Fortbildungen erleben, die auf die KulturSchul-Entwicklung zielen. Welche Perspektiven bauen diese auf? Und welche internen Unterstützungsmaßnahmen trifft die Schule, damit sich die Lernkultur ändern kann? Die Fortbildungsreihen im Landesprogramm «KulturSchule Hessen» legen die Grundlage dafür…
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- ISBN/ISSN
- 978-3-658-42220-2
- Collation
- XI, 243
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Boosting: Foundations and Algorithms
A remarkably rich theory has evolved around boosting, with connections to a range of topics including statistics, game theory, convex optimization, and information geometry. Boosting algorithms have also enjoyed practical success in such fields as biology, vision, and speech processing. At various times in its history, boosting has been perceived as mysterious, controversial, even paradoxical. …
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- ISBN/ISSN
- 9780262301183
- Collation
- 1 online resource (xv, 526 pages) :illustrations
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Beyond bibliometrics :harnessing multidimensional indicators of scholarly impact
Bibliometrics has moved well beyond the mere tracking of bibliographic citations. The web enables new ways to measure scholarly productivity and impact, making available tools and data that can reveal patterns of intellectual activity and impact that were previously invisible: mentions, acknowledgments, endorsements, downloads, recommendations, blog posts, tweets. This book describes recent the…
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- ISBN/ISSN
- 9780262323284
- Collation
- 1 online resource (viii, 466 pages) :illustrations (some color)
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Good Faith Collaboration: The Culture of Wikipedia
Wikipedia, the online encyclopedia, is built by a community - a community of Wikipedians who are expected to "assume good faith" when interacting with one another. In Good Faith Collaboration, Joseph Reagle examines this unique collaborative culture;Wikipedia, says Reagle, is not the first effort to create a freely shared, universal encyclopedia; its early twentieth-century ancestors include Pa…
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- ISBN/ISSN
- 9780262289719
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Gaussian processes for machine learning
"Gaussian processes (GPs) provide a principled, practical, probabilistic approach to learning in kernel machines. GPs have received increased attention in the machine-learning community over the past decade, and this book provides a long-needed systematic and unified treatment of theoretical and practical aspects of GPs in machine learning. The treatment is comprehensive and self-contained, tar…
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- ISBN/ISSN
- 9780262256834
- Collation
- 1 online resource (xviii, 248 pages) : illustrations.
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- Call Number
- 510 RAS g
Goal-driven learning
"A Bradford book."In cognitive science, artificial intelligence, psychology, and education, a growing body of research supports the view that the learning process is strongly influenced by the learner's goals. The fundamental tenet of goal-driven learning is that learning is largely an active and strategic process in which the learner, human or machine, attempts to identify and satisfy its info…
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- ISBN/ISSN
- 0585038538
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- 1 online resource (xxii, 507 pages) : illustrations
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- Call Number
- 001 GOA
Dataset Shift in Machine Learning
This work is an overview of recent efforts in the machine learning community to deal with dataset and covariate shift which occurs when test and training inputs and outputs have different distributions.OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 9780262255103
- Collation
- 1 online resource (xv, 229 pages) :illustrations.
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Evolution and Learning: The Baldwin Effect Reconsidered
Based on a conference held in Nov. 1999 at Bennington College."A Bradford book."The role of genetic inheritance dominates current evolutionary theory. At the end of the nineteenth century, however, several evolutionary theorists independently speculated that learned behaviors could also affect the direction and rate of evolutionary change. This notion was called the Baldwin effect, after the ps…
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- ISBN/ISSN
- 9780262285865
- Collation
- 1 online resource (x, 341 pages) :illustrations.
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Deep learning
OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 9780262354899
- Collation
- 1 online resource (272 pages).
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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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Computer Science, Information & General Works 
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Literature 
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