Visual feature learning [PhD Thesis ed.]

Feature and Dimensionality Reduction for Clustering with Deep Learning (Unsupervised and Semi-Supervised Learning) 3031487427, 9783031487422

This book presents an overview of recent methods of feature selection and dimensionality reduction that are based on Dee

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Deep Learning in Cancer Diagnostics: A Feature-based Transfer Learning Evaluation [1st ed. 2023] 9811989362, 9789811989360

Cancer is the leading cause of mortality in most, if not all, countries around the globe. It is worth noting that the Wo

183 21 1MB Read more

Machine Learning and Visual Perception 9783110595567, 9783110595536

The book provides an up-to-date on machine learning and visual perception, including decision tree, Bayesian learning, s

156 35 6MB Read more

A Visual Introduction to Deep Learning

Deep Learning is the algorithm powering the current renaissance of Artificial Intelligence (AI). And the progress is not

105 46 24MB Read more

Intelligent Feature Selection for Machine Learning Using the Dynamic Wavelet Fingerprint [1st ed.] 9783030493943, 9783030493950

This book discusses various applications of machine learning using a new approach, the dynamic wavelet fingerprint techn

301 56 23MB Read more

Genetic Programming for Image Classification: An Automated Approach to Feature Learning 9783030659271

359 100 37MB Read more

Feature Engineering Bookcamp 9781617299797, 1617299790

Deliver huge improvements to your machine learning pipelines without spending hours fine-tuning parameters! This book’s

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Content-Based Image Classification: Efficient Machine Learning Using Robust Feature Extraction Techniques 2020030222, 2020030223, 9780367371609, 9780429352928

354 18 22MB Read more

Building Machine Learning Systems with a Feature Store (Early Release) 9781098165239, 9781098165178

Get up to speed on a new unified approach to building machine learning (ML) systems with batch data, real-time data, and

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Information theory and learning. A physical approach [PhD Thesis ed.]

We try to establish a unified information theoretic approach to learning and to explore some of its applications. First,

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