Hugo Jair Escalante & Sergio Escalera 
Explainable and Interpretable Models in Computer Vision and Machine Learning [PDF ebook] 

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This book compiles leading research on the development of explainable and interpretable machine learning methods in the context of computer vision and machine learning.


Research progress in computer vision and pattern recognition has led to a variety of modeling techniques with almost human-like performance. Although these models have obtained astounding results, they are limited in their explainability and interpretability: what is the rationale behind the decision ma...

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İçerik tablosu

1 Considerations for Evaluation and Generalization in Interpretable Machine Learning.- 2 Explanation Methods in Deep Learning: Users, Values, Concerns and Challenges....

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Dil İngilizce ● Biçim PDF ● Sayfalar 299 ● ISBN 9783319981314 ● Dosya boyutu 9.5 MB ● Editör Hugo Jair Escalante & Sergio Escalera ● Yayımcı Springer International Publishing ● Kent Cham ● Ülke CH ● Yayınlanan 2018 ● İndirilebilir 24 aylar ● Döviz EUR ● Kimlik 6768732 ● Kopya koruma Sosyal DRM

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