{"product_id":"active-learning-for-image-recognition-and-retrieval-von-kshitij-dhoble","title":"Active Learning for Image Recognition and Retrieval","description":"\u003cp\u003eLearning is one such innate general cognitive ability which has empowered the living  animate entities and especially humans with intelligence. It is obtained by acquiring  new knowledge and skills that enable them to adapt and survive. With the advancement  of technology, a large amount of information gets amassed. Due to the sheer  volume of increasing information, its analysis is humanly unfeasible and impractical.  Therefore, for the analysis of massive data we need machines (such as computers)  with the ability to learn and evolve in order to discover new knowledge from the  analysed data.  The majority of the traditional machine learning algorithms function optimally on a  parametric (static) data. However, the datasets acquired in real practices are often  vast, inaccurate, inconsistent, non-parametric and highly volatile. Therefore, the  learning algorithms¿ optimized performance can only be transitory, thus requiring  a learning algorithm that can constantly evolve and adapt according to the data it  processes. In light of a need for such machine learning algorithm, we look for the  inspiration in humans¿ innate cognitive learning ability. Active learning is one such  approach.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783845406985\"\u003e\u003ch3\u003eIncremental Nonparametric Discriminant Analysis based Active Learning inspired by Cognitive Psychology\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783845406985","offer_id":39472613851229,"sku":"9783845406985","price":59.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/ba93c9cc-d714-429e-80ff-22d44a58f083.jpg?v=1757911088","url":"https:\/\/shop.autorenwelt.de\/products\/active-learning-for-image-recognition-and-retrieval-von-kshitij-dhoble","provider":"Autorenwelt Shop","version":"1.0","type":"link"}