Title
Semisupervised Learning for Computational Linguistics (Chapman & Hall/CRC Computer Science & Data Analysis),Used
Delivery time: 8-12 business days (International)
The rapid advancement in the theoretical understanding of statistical and machine learning methods for semisupervised learning has made it difficult for nonspecialists to keep up to date in the field. Providing a broad, accessible treatment of the theory as well as linguistic applications, Semisupervised Learning for Computational Linguistics offers selfcontained coverage of semisupervised methods that includes background material on supervised and unsupervised learning.The book presents a brief history of semisupervised learning and its place in the spectrum of learning methods before moving on to discuss wellknown natural language processing methods, such as selftraining and cotraining. It then centers on machine learning techniques, including the boundaryoriented methods of perceptrons, boosting, support vector machines (SVMs), and the nullcategory noise model. In addition, the book covers clustering, the expectationmaximization (EM) algorithm, related generative methods, and agreement methods. It concludes with the graphbased method of label propagation as well as a detailed discussion of spectral methods.Taking an intuitive approach to the material, this lucid book facilitates the application of semisupervised learning methods to natural language processing and provides the framework and motivation for a more systematic study of machine learning.
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Shipping & Returns
Shipping
We ship your order within 2–3 business days for USA deliveries and 5–8 business days for international shipments. Once your package has been dispatched from our warehouse, you'll receive an email confirmation with a tracking number, allowing you to track the status of your delivery.
Returns
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Warranty
We provide a 2-year limited warranty, from the date of purchase for all our products.
If you believe you have received a defective product, or are experiencing any problems with your product, please contact us.
This warranty strictly does not cover damages that arose from negligence, misuse, wear and tear, or not in accordance with product instructions (dropping the product, etc.).
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