{"product_id":"9781601983442","title":"Clustering Stability: An Overview","description":"A popular method for selecting the number of clusters is based on stability arguments: one chooses the number of clusters such that the corresponding clustering results are most stable. In recent years, a series of papers has analyzed the behavior of this method from a theoretical point of view. However, the results are very technical and difficult to interpret for non-experts. In this paper we give a high-level overview about the existing literature on clustering stability. In addition to presenting the results in a slightly informal but accessible way, we relate them to each other and discuss their different implications.","brand":"Now Publishers","offers":[{"title":"Default Title","offer_id":47050384605424,"sku":"9781601983442","price":50.0,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781601983442_p0.jpg?v=1763815450","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781601983442","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}