Frédéric Ros – författare

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7 produkter

1. 

   Sampling Techniques for Supervised or Unsupervised Tasks

   Av Frédéric Ros, Serge Guillaume

   Inbunden, 2019

   1261 kr

   Lägg i varukorg

   This book describes in detail sampling techniques that can be used for unsupervised and supervised cases, with a focus on sampling techniques for machine learning algorithms. It covers theory and models of sampling methods for managing scalability and the “curse of dimensionality”, their …

2. 

   Sampling Techniques for Supervised or Unsupervised Tasks

   Av Serge Guillaume, Frederic Ros

   E-bok, 2019

   1570 kr

   Lägg i varukorg

   This book describes in detail sampling techniques that can be used for unsupervised and supervised cases, with a focus on sampling techniques for machine learning algorithms. It covers theory and models of sampling methods for managing scalability and the “curse of dimensionality”, their …

3. 

   Sampling Techniques for Supervised or Unsupervised Tasks

   Av Frédéric Ros, Serge Guillaume

   Häftad, 2020

   1261 kr

   Lägg i varukorg

   This book describes in detail sampling techniques that can be used for unsupervised and supervised cases, with a focus on sampling techniques for machine learning algorithms. It covers theory and models of sampling methods for managing scalability and the “curse of dimensionality”, their …

4. 

   Feature and Dimensionality Reduction for Clustering with Deep Learning

   Av Frederic Ros, Rabia Riad

   Inbunden, 2024

   1316 kr

   Lägg i varukorg

   This book presents an overview of recent methods of feature selection and dimensionality reduction that are based on Deep Neural Networks (DNNs) for a clustering perspective, with particular attention to the knowledge discovery question. The authors first present a synthesis of the major recent …

5. 

   Feature and Dimensionality Reduction for Clustering with Deep Learning

   Av Rabia Riad, Frederic Ros

   E-bok, 2023

   1785 kr

   Lägg i varukorg

   This book presents an overview of recent methods of feature selection and dimensionality reduction that are based on Deep Neural Networks (DNNs) for a clustering perspective, with particular attention to the knowledge discovery question. The authors first present a synthesis of the major recent …

6. 

   Feature and Dimensionality Reduction for Clustering with Deep Learning

   Av Frederic Ros, Rabia Riad

   Häftad, 2025

   1306 kr

   Lägg i varukorg

   This book presents an overview of recent methods of feature selection and dimensionality reduction that are based on Deep Neural Networks (DNNs) for a clustering perspective, with particular attention to the knowledge discovery question. The authors first present a synthesis of the major recent …

7. 

   Brick-by-Brick Approach to Modern Deep Learning Architectures

   Av Frédéric Ros

   Inbunden, 2027

   894 kr

   Kommande

   The textbook uses a unique "brick-by-brick" methodology to build understanding incrementally, starting from attention mechanisms and progressing systematically through the complete Transformer architecture. Each concept is explained with mathematical precision, intuitive visualizations, practical …