{"product_id":"9781439862094","title":"Spectral Feature Selection for Data Mining (Chapman \u0026 Hall\/crc Data Mining and Knowledge Discovery Series)","description":"\u003cp\u003eThis timely introduction to spectral feature selection illustrates the potential of this powerful dimensionality reduction technique in high-dimensional data processing. It presents the theoretical foundations of spectral feature selection, its connections to other algorithms, and its use in handling both large-scale data sets and small sample problems. Readers learn how to use spectral feature selection to solve challenging problems in real-life applications and discover how general feature selection and extraction are connected to spectral feature selection. Source code for the algorithms is available online.\u003c\/p\u003e","brand":"Chapman \u0026 Hall\/CRC","offers":[{"title":"Default Title","offer_id":49139382255851,"sku":"00000_00000_00000_00000","price":745.9,"currency_code":"SGD","in_stock":false}],"url":"https:\/\/kinokuniya.com.sg\/ja\/products\/9781439862094","provider":"Books Kinokuniya Singapore","version":"1.0","type":"link"}