{"product_id":"applying-machine-learning-for-automated-classification-of-biomedical-data-in-subject-independent-settings-von-thuy-t-pham","title":"Applying Machine Learning for Automated Classification of Biomedical Data in Subject-Independent Settings","description":"\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                                \n                \u003cp\u003eThis book describes efforts to improve subject-independent automated classification techniques using a better feature extraction method and a more efficient model of classification. It evaluates three popular saliency criteria for feature selection, showing that they share common limitations, including time-consuming and subjective manual de-facto standard practice, and that existing automated efforts have been predominantly used for subject dependent setting. It then proposes a novel approach for anomaly detection, demonstrating its effectiveness and accuracy for automated classification of biomedical data, and arguing its applicability to a wider range of unsupervised machine learning applications in subject-independent settings.\u003c\/p\u003e\n                                \n                \u003cbr\u003e\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783030075187\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783319986746\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783030075187","offer_id":39423504416861,"sku":"9783030075187","price":106.99,"currency_code":"EUR","in_stock":true},{"title":"Hardcover - 9783319986746","offer_id":32915915898973,"sku":"9783319986746","price":106.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/79a2f669-f390-4773-995d-e4ee4e1db93c.jpg?v=1775103801","url":"https:\/\/shop.autorenwelt.de\/en\/products\/applying-machine-learning-for-automated-classification-of-biomedical-data-in-subject-independent-settings-von-thuy-t-pham","provider":"Autorenwelt Shop","version":"1.0","type":"link"}