{"product_id":"advantages-and-pitfalls-of-pattern-recognition-selected-cases-in-geophysics-paperback-9780128118429","title":"Advantages and Pitfalls of Pattern Recognition; Selected Cases in Geophysics (Paperback) 9780128118429","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eAdvantages and Pitfalls of Pattern Recognition\u003c\/font\u003e\u003cbr\u003e\r\n\u003cfont size=\"5\"\u003eSelected Cases in Geophysics\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cem\u003e\u003cp\u003eA guide for identifying strategies for preparing multivariate data, selecting features, and reading and interpreting output in a variety of geophysical applications\u003c\/p\u003e\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eHorst Langer (Author), Susanna Falsaperla (Author), Conny Hammer (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780128118429\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePaperback, published 20 November 2019\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e350 pages\u003cbr\u003e23.4 x 19 x 2.3 cm, 0.72 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003e\u003cp\u003eAdvantages and Pitfalls of Pattern Recognition presents various methods of pattern recognition and classification, useful to geophysicists, geochemists, geologists, geographers, data analysts, and educators and students of geosciences. Scientific and technological progress has dramatically improved the knowledge of our planet with huge amounts of digital data available in various fields of Earth Sciences, such as geology, geophysics, and geography. This has led to a new perspective of data analysis, requiring specific techniques that take several features into consideration rather than single parameters. Pattern recognition techniques offer a suitable key for processing and extracting useful information from the data of multivariate analysis. This book explores both supervised and unsupervised pattern recognition techniques, while providing insight into their application.\u003c\/p\u003e\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e\u003cp\u003e\u003cb\u003ePart I: From Data to Methods\u003c\/b\u003e1. Patterns, Objects, and Features2. Supervised Learning3. Unsupervised Learning\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart II: Example Applications\u003c\/b\u003e4. Applications with Supervised Learning5.. Applications with Unsupervised Learning\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart III: A Posteriori Analysis\u003c\/b\u003e6. What is a Failure? A-posteriori Analyses - Advantages and Pitfalls of Pattern Recognition Techniques7. Software Manuals\u003c\/p\u003e\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Geophysics [\u003ca title=\"See our other books on Geophysics\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Geophysics%20%5BPHVG%5D%22\"\u003ePHVG\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Freshly Printed Books","offers":[{"title":"Default Title","offer_id":46649078743320,"sku":"9780128118429","price":100.29,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/products\/9780128118429.jpg?v=1694097054","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/advantages-and-pitfalls-of-pattern-recognition-selected-cases-in-geophysics-paperback-9780128118429","provider":"Freshly Printed Books","version":"1.0","type":"link"}