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Learning to Classify Text Using Support Vector Machines: Methods, Theory and Algorithms (The Springer International Series in Engineering and Computer Science)
Text Classification, or the task of automatically assigning semantic categories to natural language text, has become one of the key methods for organizing online information Since hand-coding classification rules is costly or even impractical, most modern approaches employ machine learning techniques to automatically learn text classifiers from examples. However, none of these conventional approaches combines good prediction performance, theoretical understanding, and efficient training algorithms. Based on ideas from Support Vector Machines (SVMs), Learning To Classify Text Using Support Vector Machines presents a new approach to generating text classifiers from examples. The approach combines high performance and efficiency with theoretical understanding and improved robustness. In particular, it is highly effective without greedy heuristic components. The SVM approach is computationally efficient in training and classification, and it comes with a learning theory that can guide real-world applications. Learning To Classify Text Using Support Vector Machines gives a complete and detailed description of the SVM approach to learning text classifiers, including training algorithms, transductive text classification, efficient performance estimation, and a statistical learning model of text classification. In addition, it includes an overview of the field of text classification, making it self-contained even for newcomers to the field. This book gives a concise introduction to SVMs for pattern recognition, and it includes a detailed description of how to formulate text-classification tasks for machine learning. Learning To Classify Text Using Support Vector Machines is designed as a reference for researchers and practitioners, and is suitable as a secondary text for graduate-level students in Computer Science within Machine Learning and Language Technology. .
Price: $104.99
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Smart Art: Learning to Classify and Critique Art
Students will classify and critique art, enhance thinking skills, acquire art vocabulary, and develop aesthetic understanding, in this discipline-based program that includes more than 35 black-and-white and four full-color art reproductions. The 75 hands-on art activities that accompany the reproductions develop thinking, drawing, and writing skills. It's all here for the teacher—reproducible workbook pages, in-depth art background, teacher's guide, and a complete glossary of art vocabulary. You can learn along with your class as you introduce your students to the world of art. .
Price: $18.94
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Fingerprint Science: How to Roll, Classify, File, and Use Fingerprints
FINGERPRINT SCIENCE presents a comprehensive, yet easily understood approach to material dealing with all aspects of fingerprint classification, identification, and filing systems It is an excellent resource for student exposure to this very complex technology and can be used in both college and academy courses. Written for the beginning classifier, the material is versatile enough to be condensed for a supplemental reader and yet provides enough detail for semester-length presentations..
Price: $34.30
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Rangeland Health: New Methods to Classify, Inventory, and Monitor Rangelands
Rangelands comprise between 40 and 50 percent of all U.S. land and serve the nation both as productive areas for wildlife, recreational use, and livestock grazing and as watersheds The health and management of rangelands have been matters for scientific inquiry and public debate since the 1880s, when reports of widespread range degradation and livestock losses led to the first attempts to inventory and classify rangelands. Scientists are now questioning the utility of current methods of rangeland classification and inventory, as well as the data available to determine whether rangelands are being degraded. These experts, who are using the same methods and data, have come to different conclusions. This book examines the scientific basis of methods used by federal agencies to inventory, classify, and monitor rangelands; it assesses the success of these methods; and it recommends improvements. The book's findings and recommendations are of interest to the public; scientists; ranchers; and local, state, and federal policymakers..
Price: $228.63
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Console and Classify: The French Psychiatric Profession in the Nineteenth Century
Since its publication in 1989, Console and Classify has become a classic work in the history of science and in French intellectual history. Now with a new afterword, this much-cited and much-discussed book gives readers the chance to revisit the rise of psychiatry in nineteenth-century France, the shape it took and why, and its importance both then and in contemporary society. .
Price: $19.53
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From Russia with a click - an attempt to classify some important Russian Cameras
8-1/2" x 12", 149 pages, more than 300 high quality b/w images. Dual Language: Italian and ENGLISH In this book the authors try to classify FED 1, FED-ZORKI, ZORKI 1, KIEV 47, 48, 2-3-4-5 models and explain features of SPORT, VOOMP, TSVVS and LENINGRAD.For the first time we can see the KIEV III JENA, probably the transition model between German CONTAX and Russian KIEV productions through study of two samples..
Price: $64.95
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