{"product_id":"robustness-of-multiple-clustering-algorithms-jason-p-williams-9781288316212","title":"Robustness of Multiple Clustering Algorithms on Hyperspectral Images","description":"By clustering data into homogeneous groups, analysts can accurately detect anomalies within an image. This research was conducted to determine the most robust algorithm and settings for clustering hyperspectral images. Multiple images were analyzed, employing a variety of clustering algorithms under numerous conditions to include distance measurements for the algorithms and prior data reduction techniques. Various clustering algorithms were employed, including a hierarchical method, ISODATA, K-means, and X-means, and were used on a simple two dimensional dataset in order to discover potential problems with the algorithms. Subsequently, the lessons learned were applied to a subset of a hyperspectral image with known clustering, and the algorithms were scored on how well they performed as the number of outliers was increased. The best algorithm was then used to cluster each of the multiple images using every variable combination tested, and the clusters were input into two global anomaly detectors to determine and validate the most robust algorithm settings.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Jason P. Williams\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1288316216\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781288316212\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Biblioscholar\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/19\/2012\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 130\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.54lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.69h x 7.44w x 0.28d","brand":"Jason P. Williams","offers":[{"title":"Paperback","offer_id":47611340325119,"sku":"9781288316212","price":57.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_511e6647-433b-42c7-87d6-23a0c58d4185.jpg?v=1764513260","url":"https:\/\/www.whiterainbookhouse.com\/products\/robustness-of-multiple-clustering-algorithms-jason-p-williams-9781288316212","provider":"WR Book House","version":"1.0","type":"link"}